Dagstuhl Reports, Volume 14, Issue 2

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="google" content="notranslate"> <meta http-equiv="Content-Language" content="en"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="csrf-token" content="6ufnlfrOrnDkJbt0NpiJvbOWAnR3UyYVecXfATKj"> <link rel="canonical" href="https://drops.dagstuhl.de/entities/issue/DagRep-volume-14-issue-2"> <script type="application/ld+json"> { "@context": "https://schema.org/", "@type": "WebPage", "mainEntity": { "@type": "PublicationIssue", "url": "https://drops.dagstuhl.de/entities/issue/DagRep-volume-14-issue-2", "issueNumber": 2, "name": "Dagstuhl Reports, Volume 14, Issue 2", "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - 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Challenges and Perspective (Dagstuhl Seminar 24061)", "name": "Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061)", "abstract": "This report documents the program and results of the Dagstuhl Seminar 24061 \"Are Knowledge Graphs Ready for the Real World? Challenges and Perspectives\". The seminar focused on gaining a better understanding of the open challenges required for the development of Knowledge Graph ecosystems. The seminar focused on four different topics: access control and privacy in decentralized knowledge graphs, knowledge graph construction lifecycle, software methods for improving KG implementation, and a new wave of knowledge engineers and their expected skills. By focusing on these relevant research topics, the seminar aimed to reflect on KGs from a more fundamental computer science perspective. It brought together interdisciplinary researchers from academia and industry to discuss foundations, concepts, and implementations that will pave the way for the next generation of KGs ready for real-world use.", "keywords": [ "access control and privacy", "federated query processing", "intelligent knowledge graph management", "programming paradigms for knowledge graphs", "semantic data integration" ], "author": [ { "@type": "Person", "name": "Chaves-Fraga, David", "givenName": "David", "familyName": "Chaves-Fraga", "email": "mailto:david.chaves@usc.es", "affiliation": "Universidade de Santiago de Compostela, ES" }, { "@type": "Person", "name": "Corcho, Oscar", "givenName": "Oscar", "familyName": "Corcho", "email": "mailto:ocorcho@fi.upm.es", "affiliation": "Universidad Polit\u00e9cnica de Madrid, ES" }, { "@type": "Person", "name": "Dimou, Anastasia", "givenName": "Anastasia", "familyName": "Dimou", "email": "mailto:anastasia.dimou@kuleuven.be", "affiliation": "KU Leuven, BE" }, { "@type": "Person", "name": "Vidal, Maria-Esther", "givenName": "Maria-Esther", "familyName": "Vidal", "email": "mailto:vidal@l3s.de", "affiliation": "TIB - Hannover, DE" }, { "@type": "Person", "name": "Iglesias-Molina, Ana", "givenName": "Ana", "familyName": "Iglesias-Molina", "email": "mailto:ana.iglesiasm@upm.es", "affiliation": "Universidad Polit\u00e9cnica de Madrid, ES" }, { "@type": "Person", "name": "Van Assche, Dylan", "givenName": "Dylan", "familyName": "Van Assche", "email": "mailto:Dylan.VanAssche@ugent.be", "affiliation": "IDLab - Ghent University - imec, BE" } ], "position": 1, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Chaves-Fraga, David", "givenName": "David", "familyName": "Chaves-Fraga", "email": "mailto:david.chaves@usc.es", "affiliation": "Universidade de Santiago de Compostela, ES" }, { "@type": "Person", "name": "Corcho, Oscar", "givenName": "Oscar", "familyName": "Corcho", "email": "mailto:ocorcho@fi.upm.es", "affiliation": "Universidad Polit\u00e9cnica de Madrid, ES" }, { "@type": "Person", "name": "Dimou, Anastasia", "givenName": "Anastasia", "familyName": "Dimou", "email": "mailto:anastasia.dimou@kuleuven.be", "affiliation": "KU Leuven, BE" }, { "@type": "Person", "name": "Vidal, Maria-Esther", "givenName": "Maria-Esther", "familyName": "Vidal", "email": "mailto:vidal@l3s.de", "affiliation": "TIB - Hannover, DE" }, { "@type": "Person", "name": "Iglesias-Molina, Ana", "givenName": "Ana", "familyName": "Iglesias-Molina", "email": "mailto:ana.iglesiasm@upm.es", "affiliation": "Universidad Polit\u00e9cnica de Madrid, ES" }, { "@type": "Person", "name": "Van Assche, Dylan", "givenName": "Dylan", "familyName": "Van Assche", "email": "mailto:Dylan.VanAssche@ugent.be", "affiliation": "IDLab - Ghent University - imec, BE" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.1", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 1, "pageEnd": 70, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24061/thumbnails/DagRep.14.2.1/DagRep.14.2.1.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.1", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71", "headline": "Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062)", "name": "Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062)", "abstract": "This report documents the program and the outcomes of Dagstuhl Seminar 24062 \"Beyond-Planar Graphs: Models, Structures and Geometric Representations\". The seminar investigated beyond-planar graphs, in particular, their combinatorial and topological structures, computational complexity and algorithmics for recognition, geometric representations, and their applications to real-world network visualization. Compared to the previous two editions of the seminar, we focus more on aspects of combinatorics and geometry. \r\nThe program consists of four invited talks on beyond planar graphs, open problem session, problem solving sessions and progress report sessions. Specific open problems include questions regarding the combinatorial structures and topology (e.g., k^+-real face graphs, beyond upward planar graphs, sparse universal geometric graphs, local-crossing-critical graphs), the geometric representations (e.g., constrained outer string graphs, rerouting curves on surface), and applications.\r\nThe details of the invited talks and progress reports from each working groups are included in this report.", "keywords": [ "Combinatorial geometry", "Graph algorithm", "Graph drawing", "Graph theory", "Network visualization" ], "author": [ { "@type": "Person", "name": "Dujmovi\u0107, Vida", "givenName": "Vida", "familyName": "Dujmovi\u0107", "email": "mailto:vida@cs.mcgill.ca", "affiliation": "University of Ottawa, CA" }, { "@type": "Person", "name": "Hong, Seok-Hee", "givenName": "Seok-Hee", "familyName": "Hong", "email": "mailto:seokhee.hong@sydney.edu.au", "affiliation": "The University of Sydney, AU" }, { "@type": "Person", "name": "Kaufmann, Michael", "givenName": "Michael", "familyName": "Kaufmann", "email": "mailto:michael.kaufmann@uni-tuebingen.de", "affiliation": "Universit\u00e4t T\u00fcbingen, DE" }, { "@type": "Person", "name": "Pach, J\u00e1nos", "givenName": "J\u00e1nos", "familyName": "Pach", "email": "mailto:pach@renyi.hu", "affiliation": "Alfr\u00e9d R\u00e9nyi Institute - Budapest, HU & EPFL - Lausanne, CH" }, { "@type": "Person", "name": "F\u00f6rster, Henry", "givenName": "Henry", "familyName": "F\u00f6rster", "email": "mailto:henry.foerster@uni-tuebingen.de", "affiliation": "Universit\u00e4t T\u00fcbingen, DE" } ], "position": 2, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Dujmovi\u0107, Vida", "givenName": "Vida", "familyName": "Dujmovi\u0107", "email": "mailto:vida@cs.mcgill.ca", "affiliation": "University of Ottawa, CA" }, { "@type": "Person", "name": "Hong, Seok-Hee", "givenName": "Seok-Hee", "familyName": "Hong", "email": "mailto:seokhee.hong@sydney.edu.au", "affiliation": "The University of Sydney, AU" }, { "@type": "Person", "name": "Kaufmann, Michael", "givenName": "Michael", "familyName": "Kaufmann", "email": "mailto:michael.kaufmann@uni-tuebingen.de", "affiliation": "Universit\u00e4t T\u00fcbingen, DE" }, { "@type": "Person", "name": "Pach, J\u00e1nos", "givenName": "J\u00e1nos", "familyName": "Pach", "email": "mailto:pach@renyi.hu", "affiliation": "Alfr\u00e9d R\u00e9nyi Institute - Budapest, HU & EPFL - Lausanne, CH" }, { "@type": "Person", "name": "F\u00f6rster, Henry", "givenName": "Henry", "familyName": "F\u00f6rster", "email": "mailto:henry.foerster@uni-tuebingen.de", "affiliation": "Universit\u00e4t T\u00fcbingen, DE" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.71", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 71, "pageEnd": 94, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24062/thumbnails/DagRep.14.2.71/DagRep.14.2.71.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95", "headline": "Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071)", "name": "Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071)", "abstract": "This report documents the program and the outcomes of the Dagstuhl Seminar \"Safety Assurance for Autonomous Mobility\" (24071). The seminar brought together an interdisciplinary group of researchers and practitioners from the fields of formal methods, cyber-physical systems, and artificial intelligence, with a common interest in autonomous mobility. Through a series of talks, working groups, and open problem discussions, participants explored the challenges and opportunities associated with ensuring the safety of autonomous systems in various domains, including industrial automation, automotive, railways, and aerospace. Key topics addressed included the need for industrial-grade autonomous products to operate reliably in safety-critical environments, highlighting the lack of standardized procedures for obtaining safety certifications for AI-based systems. Recent advancements in the verification and validation (V&V) of autonomous mobility systems were presented, focusing on requirements verification, testing, certification, and correct-by-design approaches. Overall, the seminar provided a comprehensive overview of the current state and future directions in safe autonomous mobility, emphasizing the need for interdisciplinary collaboration and innovation to address the complex challenges in this rapidly evolving field.", "keywords": [ "aerospace", "automotive", "autonomy", "formal methods", "railway" ], "author": [ { "@type": "Person", "name": "Deshmukh, Jyotirmoy", "givenName": "Jyotirmoy", "familyName": "Deshmukh", "email": "mailto:jyotirmoy.deshmukh@usc.edu", "affiliation": "USC - Los Angeles, US" }, { "@type": "Person", "name": "K\u00f6nighofer, Bettina", "givenName": "Bettina", "familyName": "K\u00f6nighofer", "email": "mailto:bettina.koenighofer@iaik.tugraz.at", "affiliation": "TU Graz, AT" }, { "@type": "Person", "name": "Ni\u010dkovi\u0107, Dejan", "givenName": "Dejan", "familyName": "Ni\u010dkovi\u0107", "email": "mailto:dejan.nickovic@ait.ac.at", "affiliation": "AIT - Austrian Institute of Technology - Wien, AT" }, { "@type": "Person", "name": "Cano, Filip", "givenName": "Filip", "familyName": "Cano", "email": "mailto:filip.cano@iaik.tugraz.at", "affiliation": "TU Graz, AT" } ], "position": 3, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Deshmukh, Jyotirmoy", "givenName": "Jyotirmoy", "familyName": "Deshmukh", "email": "mailto:jyotirmoy.deshmukh@usc.edu", "affiliation": "USC - Los Angeles, US" }, { "@type": "Person", "name": "K\u00f6nighofer, Bettina", "givenName": "Bettina", "familyName": "K\u00f6nighofer", "email": "mailto:bettina.koenighofer@iaik.tugraz.at", "affiliation": "TU Graz, AT" }, { "@type": "Person", "name": "Ni\u010dkovi\u0107, Dejan", "givenName": "Dejan", "familyName": "Ni\u010dkovi\u0107", "email": "mailto:dejan.nickovic@ait.ac.at", "affiliation": "AIT - Austrian Institute of Technology - Wien, AT" }, { "@type": "Person", "name": "Cano, Filip", "givenName": "Filip", "familyName": "Cano", "email": "mailto:filip.cano@iaik.tugraz.at", "affiliation": "TU Graz, AT" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.95", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 95, "pageEnd": 119, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24071/thumbnails/DagRep.14.2.95/DagRep.14.2.95.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120", "headline": "Triangulations in Geometry and Topology (Dagstuhl Seminar 24072)", "name": "Triangulations in Geometry and Topology (Dagstuhl Seminar 24072)", "abstract": "This report documents the program and the outcomes of Dagstuhl Seminar \"Triangulations in Geometry and Topology\" (24072). The seminar was held from February 12 to February 16, 2024, gathered 31 participants, and started with four introductory talks and an open problem session. Then the participants spread into small groups to work on open problems on diverse topics including reconfiguration of geometric shapes, geodesics on triangulated surfaces, distances in flip graphs, geometric cycles and algorithms in 3-manifold topology.", "keywords": [ "computational geometry", "geometric topology", "triangulations" ], "author": [ { "@type": "Person", "name": "Buchin, Maike", "givenName": "Maike", "familyName": "Buchin", "email": "mailto:maike.buchin@rub.de", "affiliation": "Ruhr-Universit\u00e4t Bochum, DE" }, { "@type": "Person", "name": "Cardinal, Jean", "givenName": "Jean", "familyName": "Cardinal", "email": "mailto:jean.cardinal@ulb.be", "affiliation": "ULB - Brussels, BE" }, { "@type": "Person", "name": "de Mesmay, Arnaud", "givenName": "Arnaud", "familyName": "de Mesmay", "email": "mailto:arnaud.de-mesmay@univ-eiffel.fr", "affiliation": "CNRS, Gustave Eiffel University - Marne-la-Vall\u00e9e, FR" }, { "@type": "Person", "name": "Spreer, Jonathan", "givenName": "Jonathan", "familyName": "Spreer", "email": "mailto:jonathan.spreer@sydney.edu.au", "affiliation": "University of Sydney, AU" }, { "@type": "Person", "name": "He, Alex", "givenName": "Alex", "familyName": "He", "email": "mailto:a.he@uq.net.au", "affiliation": "The University of Queensland - Brisbane, AU" } ], "position": 4, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Buchin, Maike", "givenName": "Maike", "familyName": "Buchin", "email": "mailto:maike.buchin@rub.de", "affiliation": "Ruhr-Universit\u00e4t Bochum, DE" }, { "@type": "Person", "name": "Cardinal, Jean", "givenName": "Jean", "familyName": "Cardinal", "email": "mailto:jean.cardinal@ulb.be", "affiliation": "ULB - Brussels, BE" }, { "@type": "Person", "name": "de Mesmay, Arnaud", "givenName": "Arnaud", "familyName": "de Mesmay", "email": "mailto:arnaud.de-mesmay@univ-eiffel.fr", "affiliation": "CNRS, Gustave Eiffel University - Marne-la-Vall\u00e9e, FR" }, { "@type": "Person", "name": "Spreer, Jonathan", "givenName": "Jonathan", "familyName": "Spreer", "email": "mailto:jonathan.spreer@sydney.edu.au", "affiliation": "University of Sydney, AU" }, { "@type": "Person", "name": "He, Alex", "givenName": "Alex", "familyName": "He", "email": "mailto:a.he@uq.net.au", "affiliation": "The University of Queensland - Brisbane, AU" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.120", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 120, "pageEnd": 163, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24072/thumbnails/DagRep.14.2.120/DagRep.14.2.120.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164", "headline": "Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)", "name": "Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)", "abstract": "One of the most challenging and interesting aspects in sports are Strategy and Tactics. In this interdisciplinary Dagstuhl Seminar, we aimed to develop a computational understanding of these concepts in an interdisciplinary setting with researchers and practitioners from Machine Learning, Statistics, and Sports. The seminar was organized around the themes \"Discovery\", \"Evaluation\", and \"Communication\" that were introduced with tutorial and overview style talks about the key concepts to facilitate a common ground among researchers with different backgrounds. These were augmented by more in-depth presentations on specific problems or techniques. Besides several topical discussions in larger groups, there were two panel discussions dealing with differences between individual and team sports and bringing computational analytics into practice, respectively.", "keywords": [ "AI", "machine learning", "sports", "team", "athletes", "strategy", "tactics" ], "author": [ { "@type": "Person", "name": "Brefeld, Ulf", "givenName": "Ulf", "familyName": "Brefeld", "email": "mailto:ulf.brefeld@leuphana.de", "affiliation": "Leuphana Universit\u00e4t L\u00fcneburg, DE" }, { "@type": "Person", "name": "Davis, Jesse", "givenName": "Jesse", "familyName": "Davis", "email": "mailto:jesse.davis@kuleuven.be", "affiliation": "KU Leuven, BE" }, { "@type": "Person", "name": "de Jong, Laura", "givenName": "Laura", "familyName": "de Jong", "email": "mailto:mail@lmsdejong.nl", "affiliation": "Deakin University - Melbourne, AU" }, { "@type": "Person", "name": "Kovalchik, Stephanie", "givenName": "Stephanie", "familyName": "Kovalchik", "email": "mailto:skovalchik@zelusanalytics.com", "affiliation": "Zelus Analytics - Austin, US" } ], "position": 5, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Brefeld, Ulf", "givenName": "Ulf", "familyName": "Brefeld", "email": "mailto:ulf.brefeld@leuphana.de", "affiliation": "Leuphana Universit\u00e4t L\u00fcneburg, DE" }, { "@type": "Person", "name": "Davis, Jesse", "givenName": "Jesse", "familyName": "Davis", "email": "mailto:jesse.davis@kuleuven.be", "affiliation": "KU Leuven, BE" }, { "@type": "Person", "name": "de Jong, Laura", "givenName": "Laura", "familyName": "de Jong", "email": "mailto:mail@lmsdejong.nl", "affiliation": "Deakin University - Melbourne, AU" }, { "@type": "Person", "name": "Kovalchik, Stephanie", "givenName": "Stephanie", "familyName": "Kovalchik", "email": "mailto:skovalchik@zelusanalytics.com", "affiliation": "Zelus Analytics - Austin, US" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.164", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 164, "pageEnd": 181, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24081/thumbnails/DagRep.14.2.164/DagRep.14.2.164.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182", "headline": "AI for Social Good (Dagstuhl Seminar 24082)", "name": "AI for Social Good (Dagstuhl Seminar 24082)", "abstract": "Progress in the field of Artificial intelligence (AI) and machine learning (ML) has not slowed down in recent years. Long-standing challenges like Go have fallen and the technology has entered daily use via the vision, speech or translation capabilities in billions of smartphones. The pace of research progress shows no signs of slowing down, and demand for talent is unprecedented. AI for Social Good in general is trying to ensure that the social good does not become an afterthought, but that society benefits as a whole. In this Dagstuhl Seminar, which can be considered a follow-up edition of Dagstuhl Seminars 19082 and 22091 with the same title, we brought together AI and machine learning researchers with non-governmental organisations (NGOs), as they already pursue a social good goal, have rich domain knowledge, and vast networks with (non-)governmental actors in developing countries. Such collaborations benefit both sides: on the one hand, the new techniques can help with prediction, data analysis, modelling, or decision making. On the other hand, the NGOs\u2019 domains contain many non-standard conditions, like missing data, side-effects, or multiple competing objectives, all of which are fascinating research challenges in themselves. And of course, publication impact is substantially enhanced when a method has real-world impact. In this seminar, researchers and practitioners from diverse areas of machine learning joined stakeholders from a range of NGOs to spend a week together. We first pursued an improved understanding of each side\u2019s challenges and established a common language, via presentations and discussion groups. Building on this foundation, we organised a hackathon around some existing technical questions within the NGOs to scope the applicability of AI methods and seed collaborations. Finally, we discussed topics that cut across the AI for social good field, such as how to properly evaluate AI models that are used for good.", "keywords": [ "artificial intelligence", "interdisciplinary", "machine learning", "non-governmental organizations", "social good" ], "author": [ { "@type": "Person", "name": "Clopath, Claudia", "givenName": "Claudia", "familyName": "Clopath", "email": "mailto:c.clopath@imperial.ac.uk", "affiliation": "Imperial College London, GB" }, { "@type": "Person", "name": "De Winne, Ruben", "givenName": "Ruben", "familyName": "De Winne", "email": "mailto:ruben_de_winne@hotmail.com", "affiliation": "Oxfam Novib - The Hague, NL" }, { "@type": "Person", "name": "Khan, Mohammad Emtiyaz", "givenName": "Mohammad Emtiyaz", "familyName": "Khan", "email": "mailto:emtiyaz.khan@riken.jp", "affiliation": "RIKEN - Tokyo, JP" }, { "@type": "Person", "name": "Margutti, Jacopo", "givenName": "Jacopo", "familyName": "Margutti", "email": "mailto:jmargutti@redcross.nl", "affiliation": "510 / Netherlands Red Cross - The Hague, NL" } ], "position": 6, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Clopath, Claudia", "givenName": "Claudia", "familyName": "Clopath", "email": "mailto:c.clopath@imperial.ac.uk", "affiliation": "Imperial College London, GB" }, { "@type": "Person", "name": "De Winne, Ruben", "givenName": "Ruben", "familyName": "De Winne", "email": "mailto:ruben_de_winne@hotmail.com", "affiliation": "Oxfam Novib - The Hague, NL" }, { "@type": "Person", "name": "Khan, Mohammad Emtiyaz", "givenName": "Mohammad Emtiyaz", "familyName": "Khan", "email": "mailto:emtiyaz.khan@riken.jp", "affiliation": "RIKEN - Tokyo, JP" }, { "@type": "Person", "name": "Margutti, Jacopo", "givenName": "Jacopo", "familyName": "Margutti", "email": "mailto:jmargutti@redcross.nl", "affiliation": "510 / Netherlands Red Cross - The Hague, NL" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.182", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 182, "pageEnd": 190, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24082/thumbnails/DagRep.14.2.182/DagRep.14.2.182.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191", "headline": "Reflections on Pandemic Visualization (Dagstuhl Seminar 24091)", "name": "Reflections on Pandemic Visualization (Dagstuhl Seminar 24091)", "abstract": "This report documents the program and the outcomes of Dagstuhl Seminar \"Reflections on Pandemic Visualization\" (24091). The fight against COVID-19 has highlighted the crucial role of data visualization and analytics, prompting significant innovations and collaborations. This Dagstuhl Seminar brought together experts from various fields to reflect on the lessons learned. The aim is to document and disseminate these insights, enhancing preparedness for future global health crises.", "keywords": [ "Epidemiology", "Pandemic", "Preparedness", "Visualisation" ], "author": [ { "@type": "Person", "name": "Archambault, Daniel", "givenName": "Daniel", "familyName": "Archambault", "email": "mailto:daniel.archambault@newcastle.ac.uk", "affiliation": "Newcastle University, GB" }, { "@type": "Person", "name": "McGee, Fintan", "givenName": "Fintan", "familyName": "McGee", "email": "mailto:fintan.mcgee@list.lu", "affiliation": "Luxembourg Inst. of Science & Technology, LU" }, { "@type": "Person", "name": "Reinoso-Schiller, Nicol\u00e1s", "givenName": "Nicol\u00e1s", "familyName": "Reinoso-Schiller", "email": "mailto:nicolas.reinoso-schiller@med.uni-goettingen.de", "affiliation": "Institute for Hospital Hygiene and Infectious Diseases, Universit\u00e4tsmedizin G\u00f6ttingen, DE" }, { "@type": "Person", "name": "von Landesberger, Tatiana", "givenName": "Tatiana", "familyName": "von Landesberger", "email": "mailto:tanat1979@gmail.com", "affiliation": "Universit\u00e4t K\u00f6ln, DE" }, { "@type": "Person", "name": "Scheithauer, Simone", "givenName": "Simone", "familyName": "Scheithauer", "email": "mailto:simone.scheithauer@med.uni-goettingen.de", "affiliation": "Institute for Hospital Hygiene and Infectious Diseases, Universit\u00e4tsmedizin G\u00f6ttingen, DE" } ], "position": 7, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "Archambault, Daniel", "givenName": "Daniel", "familyName": "Archambault", "email": "mailto:daniel.archambault@newcastle.ac.uk", "affiliation": "Newcastle University, GB" }, { "@type": "Person", "name": "McGee, Fintan", "givenName": "Fintan", "familyName": "McGee", "email": "mailto:fintan.mcgee@list.lu", "affiliation": "Luxembourg Inst. of Science & Technology, LU" }, { "@type": "Person", "name": "Reinoso-Schiller, Nicol\u00e1s", "givenName": "Nicol\u00e1s", "familyName": "Reinoso-Schiller", "email": "mailto:nicolas.reinoso-schiller@med.uni-goettingen.de", "affiliation": "Institute for Hospital Hygiene and Infectious Diseases, Universit\u00e4tsmedizin G\u00f6ttingen, DE" }, { "@type": "Person", "name": "von Landesberger, Tatiana", "givenName": "Tatiana", "familyName": "von Landesberger", "email": "mailto:tanat1979@gmail.com", "affiliation": "Universit\u00e4t K\u00f6ln, DE" }, { "@type": "Person", "name": "Scheithauer, Simone", "givenName": "Simone", "familyName": "Scheithauer", "email": "mailto:simone.scheithauer@med.uni-goettingen.de", "affiliation": "Institute for Hospital Hygiene and Infectious Diseases, Universit\u00e4tsmedizin G\u00f6ttingen, DE" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.191", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ "https://isni.org/isni/0000000100093196", "https://www.dagstuhl.de", "https://de.wikipedia.org/wiki/Leibniz-Zentrum_f%C3%BCr_Informatik" ], "department": { "@type": "Organization", "name": "Dagstuhl Publishing", "logo": { "@type": "ImageObject", "url": "https://www.dagstuhl.de/storage/media/0005/5660/publishing-logo.jpg" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:publishing@dagstuhl.de", "url": "https://www.dagstuhl.de/en/publishing/team" } }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "mailto:lzi@dagstuhl.de", "url": "https://www.dagstuhl.de/en/institute/team" } }, "pageStart": 191, "pageEnd": 205, "accessMode": "textual", "accessModeSufficient": "textual", "thumbnailUrl": "https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24091/thumbnails/DagRep.14.2.191/DagRep.14.2.191.png", "potentialAction": { "@type": "ReadAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } }, { "@type": "ScholarlyArticle", "url": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206", "headline": "Applied and Combinatorial Topology (Dagstuhl Seminar 24092)", "name": "Applied and Combinatorial Topology (Dagstuhl Seminar 24092)", "abstract": "This report documents the program and the outcomes of Dagstuhl Seminar 24092 \"Applied and Combinatorial Topology\". \r\nThe last twenty years of rapid development of Topological Data Analysis (TDA) have shown the need to analyze the shape of data to better understand the data. Since an explosion of new ideas in 2000\u2019 including those of Persistent Homology and Mapper Algorithms, the community rushed to solve detailed theoretical questions related to the existing invariants. However, topology and geometry still have much to offer to the data science community. New tools and techniques are within reach, waiting to be brought over the fence to enrich our understanding and potential to analyze data. At the same time, the fields of Discrete Morse Theory (DMT) and Combinatorial Topology (CT) are developed in parallel with no strong connection to data-intensive TDA or to other statistical pipelines (e.g. machine learning).\r\nThis Dagstuhl Seminar brought together a number of experts in Discrete Morse Theory, Combinatorial Topology, Topological Data Analysis, and Statistics to (i) enhance the existing interactions between these fields on the one hand, and (ii) discuss the possibilities of adopting new invariants from algebra, geometry, and topology; in particular inspired by continuous and discrete Morse theory and combinatorial topology; to analyze and better understand the notion of shape of the data. \r\nThe different talks in the seminar included both introductory talks as well as current research expositions and proved fruitful for the open problem and break-out sessions. The topics that were discussed included \r\n1) algorithmic aspects for efficient computation as well as Morse theoretic approximations \r\n2) topological information gain of multiparameter persistence \r\n3) understanding the magnitude function and its relation to graph problems.", "keywords": [ "Applied Topology", "Topological Data Analysis", "Discrete Morse Theory", "Combinatorial Topology", "Statistics" ], "author": [ { "@type": "Person", "name": "D\u0142otko, Pawe\u0142", "givenName": "Pawe\u0142", "familyName": "D\u0142otko", "email": "mailto:pdlotko@impan.pl", "affiliation": "Polish Academy of Science, PL" }, { "@type": "Person", "name": "Feichtner-Kozlov, Dmitry", "givenName": "Dmitry", "familyName": "Feichtner-Kozlov", "email": "mailto:dfk@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" }, { "@type": "Person", "name": "Stefanou, Anastasios", "givenName": "Anastasios", "familyName": "Stefanou", "email": "mailto:stefanou@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" }, { "@type": "Person", "name": "Wang, Yusu", "givenName": "Yusu", "familyName": "Wang", "email": "mailto:yusuwang@ucsd.edu", "affiliation": "University of California, San Diego - La Jolla, US" }, { "@type": "Person", "name": "Senge, Jan F", "givenName": "Jan F", "familyName": "Senge", "email": "mailto:janfsenge@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" } ], "position": 8, "dateCreated": "2024-07-30", "datePublished": "2024-07-30", "isAccessibleForFree": true, "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "copyrightHolder": [ { "@type": "Person", "name": "D\u0142otko, Pawe\u0142", "givenName": "Pawe\u0142", "familyName": "D\u0142otko", "email": "mailto:pdlotko@impan.pl", "affiliation": "Polish Academy of Science, PL" }, { "@type": "Person", "name": "Feichtner-Kozlov, Dmitry", "givenName": "Dmitry", "familyName": "Feichtner-Kozlov", "email": "mailto:dfk@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" }, { "@type": "Person", "name": "Stefanou, Anastasios", "givenName": "Anastasios", "familyName": "Stefanou", "email": "mailto:stefanou@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" }, { "@type": "Person", "name": "Wang, Yusu", "givenName": "Yusu", "familyName": "Wang", "email": "mailto:yusuwang@ucsd.edu", "affiliation": "University of California, San Diego - La Jolla, US" }, { "@type": "Person", "name": "Senge, Jan F", "givenName": "Jan F", "familyName": "Senge", "email": "mailto:janfsenge@uni-bremen.de", "affiliation": "Universit\u00e4t Bremen, DE" } ], "copyrightYear": "2024", "creativeWorkStatus": "Published", "inLanguage": "en-US", "identifier": "https://doi.org/10.4230/DagRep.14.2.206", "publisher": { "@type": "Organization", "name": "Schloss Dagstuhl \u2013 Leibniz-Zentrum f\u00fcr Informatik", "alternateName": [ "Schloss Dagstuhl - Leibniz Center for Informatics", "Schloss Dagstuhl - LZI GmbH" ], "identifier": "https://ror.org/00k4h2615", "sameAs": [ 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"urlTemplate": "https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206", "actionPlatform": [ "https://schema.org/DesktopWebPlatform", "https://schema.org/AndroidPlatform", "https://schema.org/IOSPlatform" ] } } } ] } } </script> <title>Dagstuhl Reports, Volume 14, Issue 2</title> <link rel="icon" href="https://drops.dagstuhl.de/favicon.ico"> <link rel="stylesheet" href="https://drops.dagstuhl.de/css/app.css?drops-core-2025-01-23.1"> </head> <body> <nav class="navbar main fixed-top navbar-expand-lg navbar-light bg-light"> <div class="container-fluid"> <a class="navbar-brand" href="https://www.dagstuhl.de"> <img class="lzi-logo" src="https://drops.dagstuhl.de/images/LZI-Logo.jpg" width="84" height="62" alt="Schloss Dagstuhl - LZI - Logo"> </a> <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation"> <span 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Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors">   </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2"> Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue </a> </h5>  <div class="row"> <div class="collapse" id="abstract-20592"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20592">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20592"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20592">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Dagstuhl Reports, Volume 14, Issue 2, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20592-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{DagRep.14.2, title = {{Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue}}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2}, URN = {urn:nbn:de:0030-drops-204967}, doi = {10.4230/DagRep.14.2}, annote = {Keywords: Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20592-input">@Article{DagRep.14.2, title = {{Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue}}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2}, URN = {urn:nbn:de:0030-drops-204967}, doi = {10.4230/DagRep.14.2}, annote = {Keywords: Dagstuhl Reports, Volume 14, Issue 2, February 2024, Complete Issue} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.i"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>   <div class="category">Front Matter</div>   <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.i">DOI: 10.4230/DagRep.14.2.i</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/DagRep.14.2.i/DagRep.14.2.i.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.i" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20593" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20593" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.i" data-bs-toggle="tooltip" data-title="Dagstuhl Reports, Table of Contents, Volume 14, Issue 2, 2024" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors">   </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.i"> Dagstuhl Reports, Table of Contents, Volume 14, Issue 2, 2024 </a> </h5>  <div class="row"> <div class="collapse" id="abstract-20593"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20593">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> Dagstuhl Reports, Table of Contents, Volume 14, Issue 2, 2024 </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20593"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20593">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Dagstuhl Reports, Volume 14, Issue 2, pp. i-ii, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20593-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{DagRep.14.2.i, title = {{Dagstuhl Reports, Table of Contents, Volume 14, Issue 2, 2024}}, pages = {i--ii}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.i}, URN = {urn:nbn:de:0030-drops-204973}, doi = {10.4230/DagRep.14.2.i}, annote = {Keywords: Table of Contents, Frontmatter} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20593-input">@Article{DagRep.14.2.i, title = {{Dagstuhl Reports, Table of Contents, Volume 14, Issue 2, 2024}}, pages = {i--ii}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.i}, URN = {urn:nbn:de:0030-drops-204973}, doi = {10.4230/DagRep.14.2.i}, annote = {Keywords: Table of Contents, Frontmatter} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.1"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.1">DOI: 10.4230/DagRep.14.2.1</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24061/DagRep.14.2.1/DagRep.14.2.1.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.1" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20594" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20594" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.1" data-bs-toggle="tooltip" data-title="Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Chaves-Fraga, David"></span> <span data-key="dagstuhl.contributor.author" data-value="Corcho, Oscar"></span> <span data-key="dagstuhl.contributor.author" data-value="Dimou, Anastasia"></span> <span data-key="dagstuhl.contributor.author" data-value="Vidal, Maria-Esther"></span> <span data-key="dagstuhl.contributor.author" data-value="Iglesias-Molina, Ana"></span> <span data-key="dagstuhl.contributor.author" data-value="Van Assche, Dylan"></span>  <span data-key="dagstuhl.subject.classification" data-value="Information systems → Resource Description Framework (RDF)"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Data exchange"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Graph-based database models"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Data model extensions"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Query languages"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Data structures"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Information integration"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Semantic web description languages"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Web applications"></span> <span data-key="dagstuhl.subject.classification" data-value="Social and professional topics → Computing education"></span> <span data-key="dagstuhl.subject.classification" data-value="Security and privacy → Security services"></span> <span data-key="dagstuhl.subject.classification" data-value="Theory of computation → Semantics and reasoning"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Information retrieval"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.1"> Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> David Chaves-Fraga, Oscar Corcho, Anastasia Dimou, Maria-Esther Vidal, Ana Iglesias-Molina, and Dylan Van Assche </p>   <div class="row"> <div class="collapse" id="abstract-20594"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20594">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and results of the Dagstuhl Seminar 24061 "Are Knowledge Graphs Ready for the Real World? Challenges and Perspectives". The seminar focused on gaining a better understanding of the open challenges required for the development of Knowledge Graph ecosystems. The seminar focused on four different topics: access control and privacy in decentralized knowledge graphs, knowledge graph construction lifecycle, software methods for improving KG implementation, and a new wave of knowledge engineers and their expected skills. By focusing on these relevant research topics, the seminar aimed to reflect on KGs from a more fundamental computer science perspective. It brought together interdisciplinary researchers from academia and industry to discuss foundations, concepts, and implementations that will pave the way for the next generation of KGs ready for real-world use. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20594"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20594">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">David Chaves-Fraga, Oscar Corcho, Anastasia Dimou, Maria-Esther Vidal, Ana Iglesias-Molina, and Dylan Van Assche. Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061). In Dagstuhl Reports, Volume 14, Issue 2, pp. 1-70, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20594-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{chavesfraga_et_al:DagRep.14.2.1, author = {Chaves-Fraga, David and Corcho, Oscar and Dimou, Anastasia and Vidal, Maria-Esther and Iglesias-Molina, Ana and Van Assche, Dylan}, title = {{Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061)}}, pages = {1--70}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Chaves-Fraga, David and Corcho, Oscar and Dimou, Anastasia and Vidal, Maria-Esther and Iglesias-Molina, Ana and Van Assche, Dylan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.1}, URN = {urn:nbn:de:0030-drops-204983}, doi = {10.4230/DagRep.14.2.1}, annote = {Keywords: access control and privacy, federated query processing, intelligent knowledge graph management, programming paradigms for knowledge graphs, semantic data integration} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20594-input">@Article{chavesfraga_et_al:DagRep.14.2.1, author = {Chaves-Fraga, David and Corcho, Oscar and Dimou, Anastasia and Vidal, Maria-Esther and Iglesias-Molina, Ana and Van Assche, Dylan}, title = {{Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061)}}, pages = {1--70}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Chaves-Fraga, David and Corcho, Oscar and Dimou, Anastasia and Vidal, Maria-Esther and Iglesias-Molina, Ana and Van Assche, Dylan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.1}, URN = {urn:nbn:de:0030-drops-204983}, doi = {10.4230/DagRep.14.2.1}, annote = {Keywords: access control and privacy, federated query processing, intelligent knowledge graph management, programming paradigms for knowledge graphs, semantic data integration} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.71"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.71">DOI: 10.4230/DagRep.14.2.71</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24062/DagRep.14.2.71/DagRep.14.2.71.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20595" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20595" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.71" data-bs-toggle="tooltip" data-title="Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Dujmović, Vida"></span> <span data-key="dagstuhl.contributor.author" data-value="Hong, Seok-Hee"></span> <span data-key="dagstuhl.contributor.author" data-value="Kaufmann, Michael"></span> <span data-key="dagstuhl.contributor.author" data-value="Pach, János"></span> <span data-key="dagstuhl.contributor.author" data-value="Förster, Henry"></span>  <span data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Graph theory"></span> <span data-key="dagstuhl.subject.classification" data-value="Theory of computation → Design and analysis of algorithms"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71"> Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Vida Dujmović, Seok-Hee Hong, Michael Kaufmann, János Pach, and Henry Förster </p>   <div class="row"> <div class="collapse" id="abstract-20595"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20595">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and the outcomes of Dagstuhl Seminar 24062 "Beyond-Planar Graphs: Models, Structures and Geometric Representations". The seminar investigated beyond-planar graphs, in particular, their combinatorial and topological structures, computational complexity and algorithmics for recognition, geometric representations, and their applications to real-world network visualization. Compared to the previous two editions of the seminar, we focus more on aspects of combinatorics and geometry. The program consists of four invited talks on beyond planar graphs, open problem session, problem solving sessions and progress report sessions. Specific open problems include questions regarding the combinatorial structures and topology (e.g., k^+-real face graphs, beyond upward planar graphs, sparse universal geometric graphs, local-crossing-critical graphs), the geometric representations (e.g., constrained outer string graphs, rerouting curves on surface), and applications. The details of the invited talks and progress reports from each working groups are included in this report. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20595"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20595">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Vida Dujmović, Seok-Hee Hong, Michael Kaufmann, János Pach, and Henry Förster. Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062). In Dagstuhl Reports, Volume 14, Issue 2, pp. 71-94, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20595-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{dujmovic_et_al:DagRep.14.2.71, author = {Dujmovi\'{c}, Vida and Hong, Seok-Hee and Kaufmann, Michael and Pach, J\'{a}nos and F\"{o}rster, Henry}, title = {{Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062)}}, pages = {71--94}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Dujmovi\'{c}, Vida and Hong, Seok-Hee and Kaufmann, Michael and Pach, J\'{a}nos and F\"{o}rster, Henry}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71}, URN = {urn:nbn:de:0030-drops-204999}, doi = {10.4230/DagRep.14.2.71}, annote = {Keywords: Combinatorial geometry, Graph algorithm, Graph drawing, Graph theory, Network visualization} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20595-input">@Article{dujmovic_et_al:DagRep.14.2.71, author = {Dujmovi\'{c}, Vida and Hong, Seok-Hee and Kaufmann, Michael and Pach, J\'{a}nos and F\"{o}rster, Henry}, title = {{Beyond-Planar Graphs: Models, Structures and Geometric Representations (Dagstuhl Seminar 24062)}}, pages = {71--94}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Dujmovi\'{c}, Vida and Hong, Seok-Hee and Kaufmann, Michael and Pach, J\'{a}nos and F\"{o}rster, Henry}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.71}, URN = {urn:nbn:de:0030-drops-204999}, doi = {10.4230/DagRep.14.2.71}, annote = {Keywords: Combinatorial geometry, Graph algorithm, Graph drawing, Graph theory, Network visualization} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.95"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.95">DOI: 10.4230/DagRep.14.2.95</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24071/DagRep.14.2.95/DagRep.14.2.95.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20596" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20596" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.95" data-bs-toggle="tooltip" data-title="Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Deshmukh, Jyotirmoy"></span> <span data-key="dagstuhl.contributor.author" data-value="Könighofer, Bettina"></span> <span data-key="dagstuhl.contributor.author" data-value="Ničković, Dejan"></span> <span data-key="dagstuhl.contributor.author" data-value="Cano, Filip"></span>  <span data-key="dagstuhl.subject.classification" data-value="Applied computing → Transportation"></span> <span data-key="dagstuhl.subject.classification" data-value="Computer systems organization → Embedded and cyber-physical systems"></span> <span data-key="dagstuhl.subject.classification" data-value="Hardware → Robustness"></span> <span data-key="dagstuhl.subject.classification" data-value="Software and its engineering → Software verification and validation"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95"> Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Jyotirmoy Deshmukh, Bettina Könighofer, Dejan Ničković, and Filip Cano </p>   <div class="row"> <div class="collapse" id="abstract-20596"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20596">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and the outcomes of the Dagstuhl Seminar "Safety Assurance for Autonomous Mobility" (24071). The seminar brought together an interdisciplinary group of researchers and practitioners from the fields of formal methods, cyber-physical systems, and artificial intelligence, with a common interest in autonomous mobility. Through a series of talks, working groups, and open problem discussions, participants explored the challenges and opportunities associated with ensuring the safety of autonomous systems in various domains, including industrial automation, automotive, railways, and aerospace. Key topics addressed included the need for industrial-grade autonomous products to operate reliably in safety-critical environments, highlighting the lack of standardized procedures for obtaining safety certifications for AI-based systems. Recent advancements in the verification and validation (V&V) of autonomous mobility systems were presented, focusing on requirements verification, testing, certification, and correct-by-design approaches. Overall, the seminar provided a comprehensive overview of the current state and future directions in safe autonomous mobility, emphasizing the need for interdisciplinary collaboration and innovation to address the complex challenges in this rapidly evolving field. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20596"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20596">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Jyotirmoy Deshmukh, Bettina Könighofer, Dejan Ničković, and Filip Cano. Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071). In Dagstuhl Reports, Volume 14, Issue 2, pp. 95-119, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20596-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{deshmukh_et_al:DagRep.14.2.95, author = {Deshmukh, Jyotirmoy and K\"{o}nighofer, Bettina and Ni\v{c}kovi\'{c}, Dejan and Cano, Filip}, title = {{Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071)}}, pages = {95--119}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Deshmukh, Jyotirmoy and K\"{o}nighofer, Bettina and Ni\v{c}kovi\'{c}, Dejan and Cano, Filip}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95}, URN = {urn:nbn:de:0030-drops-205009}, doi = {10.4230/DagRep.14.2.95}, annote = {Keywords: aerospace, automotive, autonomy, formal methods, railway} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20596-input">@Article{deshmukh_et_al:DagRep.14.2.95, author = {Deshmukh, Jyotirmoy and K\"{o}nighofer, Bettina and Ni\v{c}kovi\'{c}, Dejan and Cano, Filip}, title = {{Safety Assurance for Autonomous Mobility (Dagstuhl Seminar 24071)}}, pages = {95--119}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Deshmukh, Jyotirmoy and K\"{o}nighofer, Bettina and Ni\v{c}kovi\'{c}, Dejan and Cano, Filip}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.95}, URN = {urn:nbn:de:0030-drops-205009}, doi = {10.4230/DagRep.14.2.95}, annote = {Keywords: aerospace, automotive, autonomy, formal methods, railway} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.120"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.120">DOI: 10.4230/DagRep.14.2.120</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24072/DagRep.14.2.120/DagRep.14.2.120.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20597" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20597" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.120" data-bs-toggle="tooltip" data-title="Triangulations in Geometry and Topology (Dagstuhl Seminar 24072)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Buchin, Maike"></span> <span data-key="dagstuhl.contributor.author" data-value="Cardinal, Jean"></span> <span data-key="dagstuhl.contributor.author" data-value="de Mesmay, Arnaud"></span> <span data-key="dagstuhl.contributor.author" data-value="Spreer, Jonathan"></span> <span data-key="dagstuhl.contributor.author" data-value="He, Alex"></span>  <span data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Graph drawings"></span> <span data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Geometric topology"></span> <span data-key="dagstuhl.subject.classification" data-value="Theory of computation → Computational geometry"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120"> Triangulations in Geometry and Topology (Dagstuhl Seminar 24072) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Maike Buchin, Jean Cardinal, Arnaud de Mesmay, Jonathan Spreer, and Alex He </p>   <div class="row"> <div class="collapse" id="abstract-20597"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20597">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and the outcomes of Dagstuhl Seminar "Triangulations in Geometry and Topology" (24072). The seminar was held from February 12 to February 16, 2024, gathered 31 participants, and started with four introductory talks and an open problem session. Then the participants spread into small groups to work on open problems on diverse topics including reconfiguration of geometric shapes, geodesics on triangulated surfaces, distances in flip graphs, geometric cycles and algorithms in 3-manifold topology. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20597"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20597">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Maike Buchin, Jean Cardinal, Arnaud de Mesmay, Jonathan Spreer, and Alex He. Triangulations in Geometry and Topology (Dagstuhl Seminar 24072). In Dagstuhl Reports, Volume 14, Issue 2, pp. 120-163, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20597-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{buchin_et_al:DagRep.14.2.120, author = {Buchin, Maike and Cardinal, Jean and de Mesmay, Arnaud and Spreer, Jonathan and He, Alex}, title = {{Triangulations in Geometry and Topology (Dagstuhl Seminar 24072)}}, pages = {120--163}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Buchin, Maike and Cardinal, Jean and de Mesmay, Arnaud and Spreer, Jonathan and He, Alex}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120}, URN = {urn:nbn:de:0030-drops-205017}, doi = {10.4230/DagRep.14.2.120}, annote = {Keywords: computational geometry, geometric topology, triangulations} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20597-input">@Article{buchin_et_al:DagRep.14.2.120, author = {Buchin, Maike and Cardinal, Jean and de Mesmay, Arnaud and Spreer, Jonathan and He, Alex}, title = {{Triangulations in Geometry and Topology (Dagstuhl Seminar 24072)}}, pages = {120--163}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Buchin, Maike and Cardinal, Jean and de Mesmay, Arnaud and Spreer, Jonathan and He, Alex}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.120}, URN = {urn:nbn:de:0030-drops-205017}, doi = {10.4230/DagRep.14.2.120}, annote = {Keywords: computational geometry, geometric topology, triangulations} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.164"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.164">DOI: 10.4230/DagRep.14.2.164</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24081/DagRep.14.2.164/DagRep.14.2.164.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20598" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20598" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.164" data-bs-toggle="tooltip" data-title="Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Brefeld, Ulf"></span> <span data-key="dagstuhl.contributor.author" data-value="Davis, Jesse"></span> <span data-key="dagstuhl.contributor.author" data-value="de Jong, Laura"></span> <span data-key="dagstuhl.contributor.author" data-value="Kovalchik, Stephanie"></span>  <span data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Artificial intelligence"></span> <span data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Machine learning"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164"> Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Ulf Brefeld, Jesse Davis, Laura de Jong, and Stephanie Kovalchik </p>   <div class="row"> <div class="collapse" id="abstract-20598"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20598">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> One of the most challenging and interesting aspects in sports are Strategy and Tactics. In this interdisciplinary Dagstuhl Seminar, we aimed to develop a computational understanding of these concepts in an interdisciplinary setting with researchers and practitioners from Machine Learning, Statistics, and Sports. The seminar was organized around the themes "Discovery", "Evaluation", and "Communication" that were introduced with tutorial and overview style talks about the key concepts to facilitate a common ground among researchers with different backgrounds. These were augmented by more in-depth presentations on specific problems or techniques. Besides several topical discussions in larger groups, there were two panel discussions dealing with differences between individual and team sports and bringing computational analytics into practice, respectively. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20598"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20598">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Ulf Brefeld, Jesse Davis, Laura de Jong, and Stephanie Kovalchik. Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081). In Dagstuhl Reports, Volume 14, Issue 2, pp. 164-181, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20598-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{brefeld_et_al:DagRep.14.2.164, author = {Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie}, title = {{Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)}}, pages = {164--181}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164}, URN = {urn:nbn:de:0030-drops-205023}, doi = {10.4230/DagRep.14.2.164}, annote = {Keywords: AI, machine learning, sports, team, athletes, strategy, tactics} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20598-input">@Article{brefeld_et_al:DagRep.14.2.164, author = {Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie}, title = {{Computational Approaches to Strategy and Tactics in Sports (Dagstuhl Seminar 24081)}}, pages = {164--181}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Brefeld, Ulf and Davis, Jesse and de Jong, Laura and Kovalchik, Stephanie}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.164}, URN = {urn:nbn:de:0030-drops-205023}, doi = {10.4230/DagRep.14.2.164}, annote = {Keywords: AI, machine learning, sports, team, athletes, strategy, tactics} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.182"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.182">DOI: 10.4230/DagRep.14.2.182</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24082/DagRep.14.2.182/DagRep.14.2.182.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20599" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20599" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.182" data-bs-toggle="tooltip" data-title="AI for Social Good (Dagstuhl Seminar 24082)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Clopath, Claudia"></span> <span data-key="dagstuhl.contributor.author" data-value="De Winne, Ruben"></span> <span data-key="dagstuhl.contributor.author" data-value="Khan, Mohammad Emtiyaz"></span> <span data-key="dagstuhl.contributor.author" data-value="Margutti, Jacopo"></span>  <span data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Artificial intelligence"></span> <span data-key="dagstuhl.subject.classification" data-value="Applied computing → Computers in other domains"></span> <span data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Machine learning"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182"> AI for Social Good (Dagstuhl Seminar 24082) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, and Jacopo Margutti </p>   <div class="row"> <div class="collapse" id="abstract-20599"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20599">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> Progress in the field of Artificial intelligence (AI) and machine learning (ML) has not slowed down in recent years. Long-standing challenges like Go have fallen and the technology has entered daily use via the vision, speech or translation capabilities in billions of smartphones. The pace of research progress shows no signs of slowing down, and demand for talent is unprecedented. AI for Social Good in general is trying to ensure that the social good does not become an afterthought, but that society benefits as a whole. In this Dagstuhl Seminar, which can be considered a follow-up edition of Dagstuhl Seminars 19082 and 22091 with the same title, we brought together AI and machine learning researchers with non-governmental organisations (NGOs), as they already pursue a social good goal, have rich domain knowledge, and vast networks with (non-)governmental actors in developing countries. Such collaborations benefit both sides: on the one hand, the new techniques can help with prediction, data analysis, modelling, or decision making. On the other hand, the NGOs’ domains contain many non-standard conditions, like missing data, side-effects, or multiple competing objectives, all of which are fascinating research challenges in themselves. And of course, publication impact is substantially enhanced when a method has real-world impact. In this seminar, researchers and practitioners from diverse areas of machine learning joined stakeholders from a range of NGOs to spend a week together. We first pursued an improved understanding of each side’s challenges and established a common language, via presentations and discussion groups. Building on this foundation, we organised a hackathon around some existing technical questions within the NGOs to scope the applicability of AI methods and seed collaborations. Finally, we discussed topics that cut across the AI for social good field, such as how to properly evaluate AI models that are used for good. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20599"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20599">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, and Jacopo Margutti. AI for Social Good (Dagstuhl Seminar 24082). In Dagstuhl Reports, Volume 14, Issue 2, pp. 182-190, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20599-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{clopath_et_al:DagRep.14.2.182, author = {Clopath, Claudia and De Winne, Ruben and Khan, Mohammad Emtiyaz and Margutti, Jacopo}, title = {{AI for Social Good (Dagstuhl Seminar 24082)}}, pages = {182--190}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Clopath, Claudia and De Winne, Ruben and Khan, Mohammad Emtiyaz and Margutti, Jacopo}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182}, URN = {urn:nbn:de:0030-drops-205036}, doi = {10.4230/DagRep.14.2.182}, annote = {Keywords: artificial intelligence, interdisciplinary, machine learning, non-governmental organizations, social good} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20599-input">@Article{clopath_et_al:DagRep.14.2.182, author = {Clopath, Claudia and De Winne, Ruben and Khan, Mohammad Emtiyaz and Margutti, Jacopo}, title = {{AI for Social Good (Dagstuhl Seminar 24082)}}, pages = {182--190}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Clopath, Claudia and De Winne, Ruben and Khan, Mohammad Emtiyaz and Margutti, Jacopo}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.182}, URN = {urn:nbn:de:0030-drops-205036}, doi = {10.4230/DagRep.14.2.182}, annote = {Keywords: artificial intelligence, interdisciplinary, machine learning, non-governmental organizations, social good} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.191"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.191">DOI: 10.4230/DagRep.14.2.191</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24091/DagRep.14.2.191/DagRep.14.2.191.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20600" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20600" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.191" data-bs-toggle="tooltip" data-title="Reflections on Pandemic Visualization (Dagstuhl Seminar 24091)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Archambault, Daniel"></span> <span data-key="dagstuhl.contributor.author" data-value="McGee, Fintan"></span> <span data-key="dagstuhl.contributor.author" data-value="Reinoso-Schiller, Nicolás"></span> <span data-key="dagstuhl.contributor.author" data-value="von Landesberger, Tatiana"></span> <span data-key="dagstuhl.contributor.author" data-value="Scheithauer, Simone"></span>  <span data-key="dagstuhl.subject.classification" data-value="Applied computing → Health care information systems"></span> <span data-key="dagstuhl.subject.classification" data-value="Applied computing → Health informatics"></span> <span data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Human computer interaction (HCI)"></span> <span data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Visualization application domains"></span> <span data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Visualization techniques"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191"> Reflections on Pandemic Visualization (Dagstuhl Seminar 24091) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Daniel Archambault, Fintan McGee, Nicolás Reinoso-Schiller, Tatiana von Landesberger, and Simone Scheithauer </p>   <div class="row"> <div class="collapse" id="abstract-20600"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20600">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and the outcomes of Dagstuhl Seminar "Reflections on Pandemic Visualization" (24091). The fight against COVID-19 has highlighted the crucial role of data visualization and analytics, prompting significant innovations and collaborations. This Dagstuhl Seminar brought together experts from various fields to reflect on the lessons learned. The aim is to document and disseminate these insights, enhancing preparedness for future global health crises. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20600"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20600">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Daniel Archambault, Fintan McGee, Nicolás Reinoso-Schiller, Tatiana von Landesberger, and Simone Scheithauer. Reflections on Pandemic Visualization (Dagstuhl Seminar 24091). In Dagstuhl Reports, Volume 14, Issue 2, pp. 191-205, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20600-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{archambault_et_al:DagRep.14.2.191, author = {Archambault, Daniel and McGee, Fintan and Reinoso-Schiller, Nicol\'{a}s and von Landesberger, Tatiana and Scheithauer, Simone}, title = {{Reflections on Pandemic Visualization (Dagstuhl Seminar 24091)}}, pages = {191--205}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Archambault, Daniel and McGee, Fintan and Reinoso-Schiller, Nicol\'{a}s and von Landesberger, Tatiana and Scheithauer, Simone}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191}, URN = {urn:nbn:de:0030-drops-205043}, doi = {10.4230/DagRep.14.2.191}, annote = {Keywords: Epidemiology, Pandemic, Preparedness, Visualisation} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20600-input">@Article{archambault_et_al:DagRep.14.2.191, author = {Archambault, Daniel and McGee, Fintan and Reinoso-Schiller, Nicol\'{a}s and von Landesberger, Tatiana and Scheithauer, Simone}, title = {{Reflections on Pandemic Visualization (Dagstuhl Seminar 24091)}}, pages = {191--205}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {Archambault, Daniel and McGee, Fintan and Reinoso-Schiller, Nicol\'{a}s and von Landesberger, Tatiana and Scheithauer, Simone}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.191}, URN = {urn:nbn:de:0030-drops-205043}, doi = {10.4230/DagRep.14.2.191}, annote = {Keywords: Epidemiology, Pandemic, Preparedness, Visualisation} }</textarea> </div> </div> </div> </div> <div class="entity-list-item document card m-3" data-show="1" data-permanent-id="document/10.4230/DagRep.14.2.206"> <div class="entity-type"><i class="bi bi-file-earmark"></i> Document</div>    <div class="doi"><a href="https://doi.org/10.4230/DagRep.14.2.206">DOI: 10.4230/DagRep.14.2.206</a></div> <aside> <a class="icon-btn" style="color: red" href="https://drops.dagstuhl.de/storage/04dagstuhl-reports/volume14/issue02/24092/DagRep.14.2.206/DagRep.14.2.206.pdf" data-bs-toggle="tooltip" title="View PDF"><i class="bi bi-file-earmark-pdf-fill"></i></a><a class="icon-btn" style="color: #0d6efd!important;" href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206" data-bs-toggle="tooltip" title="View Detailed Metadata"><i class="bi bi-info-circle"></i></a><br>  <a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#abstract-20601" aria-expanded="false" aria-controls="collapseAbstract" title="Show Abstract"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show Abstract"><i class="bi bi-card-text"></i></span></a><a class="icon-btn investigation" href="#" data-bs-toggle="collapse" data-bs-target="#bibtex-20601" aria-expanded="false" aria-controls="collapseBibtex" title="Show BibTex"><span class="tooltip-wrapper" data-bs-toggle="tooltip" title="Show BibTex"><i class="bi bi-chat-left-quote"></i></a><br><a class="icon-btn btn-statistics" data-entity="document/10.4230/DagRep.14.2.206" data-bs-toggle="tooltip" data-title="Applied and Combinatorial Topology (Dagstuhl Seminar 24092)" href="#" title="Access Statistics"><i class="bi bi-graph-up"></i></a> </aside> <div class="selectors"> <span data-key="dagstuhl.contributor.author" data-value="Dłotko, Paweł"></span> <span data-key="dagstuhl.contributor.author" data-value="Feichtner-Kozlov, Dmitry"></span> <span data-key="dagstuhl.contributor.author" data-value="Stefanou, Anastasios"></span> <span data-key="dagstuhl.contributor.author" data-value="Wang, Yusu"></span> <span data-key="dagstuhl.contributor.author" data-value="Senge, Jan F"></span>  <span data-key="dagstuhl.subject.classification" data-value="Theory of computation → Computational geometry"></span> <span data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Discrete mathematics"></span> <span data-key="dagstuhl.subject.classification" data-value="Information systems → Data structures"></span>  </div> <div class="card-body"> <h5 class="card-title"> <a href="https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206"> Applied and Combinatorial Topology (Dagstuhl Seminar 24092) </a> </h5>  <p class="card-text small authors"> <b>Authors:</b> Paweł Dłotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, and Jan F Senge </p>   <div class="row"> <div class="collapse" id="abstract-20601"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#abstract-20601">Abstract <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <div class="abstract monospace"> This report documents the program and the outcomes of Dagstuhl Seminar 24092 "Applied and Combinatorial Topology". The last twenty years of rapid development of Topological Data Analysis (TDA) have shown the need to analyze the shape of data to better understand the data. Since an explosion of new ideas in 2000’ including those of Persistent Homology and Mapper Algorithms, the community rushed to solve detailed theoretical questions related to the existing invariants. However, topology and geometry still have much to offer to the data science community. New tools and techniques are within reach, waiting to be brought over the fence to enrich our understanding and potential to analyze data. At the same time, the fields of Discrete Morse Theory (DMT) and Combinatorial Topology (CT) are developed in parallel with no strong connection to data-intensive TDA or to other statistical pipelines (e.g. machine learning). This Dagstuhl Seminar brought together a number of experts in Discrete Morse Theory, Combinatorial Topology, Topological Data Analysis, and Statistics to (i) enhance the existing interactions between these fields on the one hand, and (ii) discuss the possibilities of adopting new invariants from algebra, geometry, and topology; in particular inspired by continuous and discrete Morse theory and combinatorial topology; to analyze and better understand the notion of shape of the data. The different talks in the seminar included both introductory talks as well as current research expositions and proved fruitful for the open problem and break-out sessions. The topics that were discussed included 1) algorithmic aspects for efficient computation as well as Morse theoretic approximations 2) topological information gain of multiparameter persistence 3) understanding the magnitude function and its relation to graph problems. </div> </div> </div> <div class="row"> <div class="collapse" id="bibtex-20601"> <hr> <h5 data-bs-toggle="collapse" data-bs-target="#bibtex-20601">Cite as <span style="float: right; cursor: pointer"><i class="bi bi-chevron-up"></i></span></h5> <p class="small">Paweł Dłotko, Dmitry Feichtner-Kozlov, Anastasios Stefanou, Yusu Wang, and Jan F Senge. Applied and Combinatorial Topology (Dagstuhl Seminar 24092). In Dagstuhl Reports, Volume 14, Issue 2, pp. 206-239, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)</p> <hr> <a href="#" class="btn btn-primary btn-xs copy-to-clipboard" title="Copy to clipboard" data-selector="bibtex-20601-input"><i class="bi bi-clipboard"></i> Copy BibTex To Clipboard<span class="bi bi-check -hidden" style="padding-left: 1em; font-weight: bold"></span></a><br><br> <pre class="bibtex">@Article{dlotko_et_al:DagRep.14.2.206, author = {D{\l}otko, Pawe{\l} and Feichtner-Kozlov, Dmitry and Stefanou, Anastasios and Wang, Yusu and Senge, Jan F}, title = {{Applied and Combinatorial Topology (Dagstuhl Seminar 24092)}}, pages = {206--239}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {D{\l}otko, Pawe{\l} and Feichtner-Kozlov, Dmitry and Stefanou, Anastasios and Wang, Yusu and Senge, Jan F}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206}, URN = {urn:nbn:de:0030-drops-205059}, doi = {10.4230/DagRep.14.2.206}, annote = {Keywords: Applied Topology, Topological Data Analysis, Discrete Morse Theory, Combinatorial Topology, Statistics} }</pre> <textarea style="position: absolute; top: 200vh" id="bibtex-20601-input">@Article{dlotko_et_al:DagRep.14.2.206, author = {D{\l}otko, Pawe{\l} and Feichtner-Kozlov, Dmitry and Stefanou, Anastasios and Wang, Yusu and Senge, Jan F}, title = {{Applied and Combinatorial Topology (Dagstuhl Seminar 24092)}}, pages = {206--239}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {14}, number = {2}, editor = {D{\l}otko, Pawe{\l} and Feichtner-Kozlov, Dmitry and Stefanou, Anastasios and Wang, Yusu and Senge, Jan F}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.14.2.206}, URN = {urn:nbn:de:0030-drops-205059}, doi = {10.4230/DagRep.14.2.206}, annote = {Keywords: Applied Topology, Topological Data Analysis, Discrete Morse Theory, Combinatorial Topology, Statistics} }</textarea> </div> </div> </div> </div> </div> </div> <div class="col-sm-3 mt-2"> <h2>Filters</h2> <div class="free-text-filter mb-4"> <div class="input-group"> <input class="form-control no-outline" type="search" placeholder="Free Text Filter" aria-label="Free Text Filter" id="free-text-filter" maxlength="300"> </div> </div> <div class="grouped-metadata-filter" data-filter-key="dagstuhl.contributor.author"> <ul class="list-group"> <li class="list-group-item filter-headline list-group-item-dark"> <b><span class="count"></span> Authors</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item filter-item pinned -hidden" data-value="" data-key=""> <i class="bi bi-pin-angle-fill"></i> <span class="value"></span> <span 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filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Senge, Jan F" data-group-selector="dagstuhl.contributor.author.S"> Senge, Jan F <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Spreer, Jonathan" data-group-selector="dagstuhl.contributor.author.S"> Spreer, Jonathan <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Stefanou, Anastasios" data-group-selector="dagstuhl.contributor.author.S"> Stefanou, Anastasios <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.contributor.author.V"> <b>V</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Van Assche, Dylan" data-group-selector="dagstuhl.contributor.author.V"> Van Assche, Dylan <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Vidal, Maria-Esther" data-group-selector="dagstuhl.contributor.author.V"> Vidal, Maria-Esther <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="von Landesberger, Tatiana" data-group-selector="dagstuhl.contributor.author.V"> von Landesberger, Tatiana <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.contributor.author.W"> <b>W</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.contributor.author" data-value="Wang, Yusu" data-group-selector="dagstuhl.contributor.author.W"> Wang, Yusu <span class="action"><i class="bi bi-plus-circle"></i></span> </li> </ul> </div> <br> <div class="grouped-metadata-filter" data-filter-key="dagstuhl.subject.classification"> <ul class="list-group"> <li class="list-group-item filter-headline list-group-item-dark"> <b><span class="count"></span> Subjects</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item filter-item pinned -hidden" data-value="" data-key=""> <i class="bi bi-pin-angle-fill"></i> <span class="value"></span> <span class="action"><i><i class="bi bi-x-circle"></i></i></span> </li> <li class="list-group-item details buttons"> <span class="btn-group" role="group" aria-label="Show-All/Collapse"> <button type="button" class="btn btn-primary">Show All</button> <button type="button" class="btn btn-secondary">Collapse</button> </span> </li> <li class="list-group-item details show-all -hidden"> <button type="button" class="btn btn-primary">Show All</button> </li> <li class="list-group-item details filter-group-headline -expanded " data-group-selector="dagstuhl.subject.classification.Applied computing"> <b>Applied computing</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value " data-key="dagstuhl.subject.classification" data-value="Applied computing → Computers in other domains" data-group-selector="dagstuhl.subject.classification.Applied computing"> Applied computing → Computers in other domains <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value " data-key="dagstuhl.subject.classification" data-value="Applied computing → Health care information systems" data-group-selector="dagstuhl.subject.classification.Applied computing"> Applied computing → Health care information systems <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value " data-key="dagstuhl.subject.classification" data-value="Applied computing → Health informatics" data-group-selector="dagstuhl.subject.classification.Applied computing"> Applied computing → Health informatics <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value " data-key="dagstuhl.subject.classification" data-value="Applied computing → Transportation" data-group-selector="dagstuhl.subject.classification.Applied computing"> Applied computing → Transportation <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Computer systems organization"> <b>Computer systems organization</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Computer systems organization → Embedded and cyber-physical systems" data-group-selector="dagstuhl.subject.classification.Computer systems organization"> Computer systems organization → Embedded and cyber-physical systems <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Computing methodologies"> <b>Computing methodologies</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Artificial intelligence" data-group-selector="dagstuhl.subject.classification.Computing methodologies"> Computing methodologies → Artificial intelligence <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Computing methodologies → Machine learning" data-group-selector="dagstuhl.subject.classification.Computing methodologies"> Computing methodologies → Machine learning <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Hardware"> <b>Hardware</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Hardware → Robustness" data-group-selector="dagstuhl.subject.classification.Hardware"> Hardware → Robustness <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Human-centered computing"> <b>Human-centered computing</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Graph drawings" data-group-selector="dagstuhl.subject.classification.Human-centered computing"> Human-centered computing → Graph drawings <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Human computer interaction (HCI)" data-group-selector="dagstuhl.subject.classification.Human-centered computing"> Human-centered computing → Human computer interaction (HCI) <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Visualization application domains" data-group-selector="dagstuhl.subject.classification.Human-centered computing"> Human-centered computing → Visualization application domains <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Human-centered computing → Visualization techniques" data-group-selector="dagstuhl.subject.classification.Human-centered computing"> Human-centered computing → Visualization techniques <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Information systems"> <b>Information systems</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Data exchange" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Data exchange <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Data model extensions" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Data model extensions <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Data structures" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Data structures <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Graph-based database models" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Graph-based database models <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Information integration" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Information integration <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Information retrieval" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Information retrieval <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Query languages" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Query languages <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Resource Description Framework (RDF)" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Resource Description Framework (RDF) <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Semantic web description languages" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Semantic web description languages <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Information systems → Web applications" data-group-selector="dagstuhl.subject.classification.Information systems"> Information systems → Web applications <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Mathematics of computing"> <b>Mathematics of computing</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Discrete mathematics" data-group-selector="dagstuhl.subject.classification.Mathematics of computing"> Mathematics of computing → Discrete mathematics <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Geometric topology" data-group-selector="dagstuhl.subject.classification.Mathematics of computing"> Mathematics of computing → Geometric topology <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Mathematics of computing → Graph theory" data-group-selector="dagstuhl.subject.classification.Mathematics of computing"> Mathematics of computing → Graph theory <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Security and privacy"> <b>Security and privacy</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Security and privacy → Security services" data-group-selector="dagstuhl.subject.classification.Security and privacy"> Security and privacy → Security services <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Social and professional topics"> <b>Social and professional topics</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Social and professional topics → Computing education" data-group-selector="dagstuhl.subject.classification.Social and professional topics"> Social and professional topics → Computing education <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Software and its engineering"> <b>Software and its engineering</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Software and its engineering → Software verification and validation" data-group-selector="dagstuhl.subject.classification.Software and its engineering"> Software and its engineering → Software verification and validation <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-group-headline " data-group-selector="dagstuhl.subject.classification.Theory of computation"> <b>Theory of computation</b> <span style="float: right;"><i class="bi bi-chevron-down"></i><i class="bi bi-chevron-up"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Theory of computation → Computational geometry" data-group-selector="dagstuhl.subject.classification.Theory of computation"> Theory of computation → Computational geometry <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Theory of computation → Design and analysis of algorithms" data-group-selector="dagstuhl.subject.classification.Theory of computation"> Theory of computation → Design and analysis of algorithms <span class="action"><i class="bi bi-plus-circle"></i></span> </li> <li class="list-group-item details filter-item value -hidden " data-key="dagstuhl.subject.classification" data-value="Theory of computation → Semantics and reasoning" data-group-selector="dagstuhl.subject.classification.Theory of computation"> Theory of computation → Semantics and reasoning <span class="action"><i class="bi bi-plus-circle"></i></span> </li> </ul> </div> </div> </div> <div class="offcanvas offcanvas-bottom" 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Dagstuhl Reports, Volume 14, Issue 2