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Objectives - SciLake
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/index.php?option=com_ajax&p=image&src=%7B%22file%22%3A%22images%2Fbanners%2Fgoals_5.png%22%2C%22thumbnail%22%3A%221024%2C640%2C%22%7D&hash=a7c79e31 1024w, /index.php?option=com_ajax&p=image&src=%7B%22file%22%3A%22images%2Fbanners%2Fgoals_5.png%22%2C%22thumbnail%22%3A%221366%2C854%2C%22%7D&hash=04b52f16 1366w, /index.php?option=com_ajax&p=image&src=%7B%22file%22%3A%22images%2Fbanners%2Fgoals_5.png%22%2C%22thumbnail%22%3A%221499%2C938%2C%22%7D&hash=446d6689 1499w, /templates/yootheme/cache/02/goals_5-027cd023.png 1500w" sizes="(min-width: 1500px) 1500px" width="1500" height="938" class="el-image" alt loading="lazy"> </div> </div></div> </div> </div> </div> <div class="uk-section-default uk-section uk-section-large" uk-scrollspy="target: [uk-scrollspy-class]; cls: uk-animation-slide-top-small; delay: false;"> <div class="uk-container uk-container-expand"> <div class="uk-margin-remove-vertical uk-container uk-container-large"><div class="uk-grid tm-grid-expand uk-child-width-1-1"> <div class="uk-width-1-1"> <h2 class="uk-position-relative uk-margin-remove-top uk-text-center" style="z-index: 1;" uk-scrollspy-class> Making sense of heterogenous scholarly content </h2><div class="uk-panel uk-text-large uk-position-relative uk-margin uk-text-center" style="z-index: 1;" uk-scrollspy-class><p data-private="redact" class="pb-2" data-wt-guid="bd19cb48-044a-4d37-8268-04d068ded36d" data-pm-slice="1 1 []"><wt-ignore uuid="8354fe64-6976-457d-adee-70eef9fb59dd" source="wt-feature-result">SciLake builds upon the OpenAIRE ecosystem and EOSC services to聽</wt-ignore><wt-ignore uuid="e5498c67-1668-4084-b20a-dc513ceae961" source="wt-feature-result">enable creation, interlinking, and maintenance of Science Knowledge Graphs (SKGs) and execution of data science and graph mining queries on top of them</wt-ignore><wt-ignore uuid="00db8364-ba27-4131-b90a-d24f05ab140e" source="wt-feature-result">聽</wt-ignore>unlock the vast scientific knowledge space with advanced, AI-based services that exploit customized perspectives.</p></div> </div></div></div><div class="uk-visible@l uk-grid tm-grid-expand uk-child-width-1-1 uk-grid-margin"> <div class="uk-grid-item-match uk-width-1-1 uk-visible@l"> <div class="uk-panel uk-width-1-1"> <div class="uk-position-absolute uk-width-1-1 uk-text-left uk-visible@l" id="page#2" uk-parallax="x: -120; y: 200; opacity: 1; easing: -1; target: !.tm-grid-expand>*" style="left: 40px; z-index: 1;"> <img src="/images/SciLake_Branding/Assets/SVG/Asset%208.svg" class="el-image" alt loading="lazy" uk-svg> </div> </div> </div></div><div class="uk-grid-margin uk-container"><div class="uk-grid tm-grid-expand uk-child-width-1-1"> <div class="uk-width-1-1"> <div class="uk-margin"> <div class="uk-grid uk-child-width-1-1 uk-child-width-1-1@m uk-grid-row-large uk-grid-divider uk-grid-match" uk-grid> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025727_number_one_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Identify and address domain-specific cross-disciplinary information needs while managing heterogeneous scholarly content </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p><wt-ignore uuid="448b6a94-dc3c-40a6-8e0c-5f075cb8ca08" source="wt-feature-result" data-pm-slice="0 0 []">SciLake is building a <i>scientific data lake</i> to store, interlink, and analyze both discipline-specific and cross-domain Science Knowledge Graphs, as well as raw, unstructured scholarly content</wt-ignore>.聽</p></div> </div></div> </div> </div> </div></div> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025623_number_two_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Democratize scholarly content by facilitating, interlinking, and managing of community-based SKGs </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p data-private="redact" class="pb-2" data-wt-guid="78e401a1-5fef-4829-8d69-d9e9725950bb" data-pm-slice="1 1 []">SciLake will develop and <span class="issue-underline underline text-gray-darkest font-body decoration-2 underline-offset-4 transition decoration-primary-light hover:bg-primary-lightest" data-issueid="8dfae0bf-d00a-4e6c-abac-356241a2f14f" data-testid="issue-underline:make available">make openly available</span> a toolkit for acquiring raw and unstructured scholarly content and for creating, interlinking, and managing SKGs. The toolset, in combination with mechanisms that facilitate community management, will pave the way <span class="issue-underline underline text-gray-darkest font-body decoration-2 underline-offset-4 transition decoration-primary-light hover:bg-primary-lightest" data-issueid="d3ca5dd7-db3d-4d10-9ffc-b538861a1c29" data-testid="issue-underline:for democratization">for the democratization</span> of scholarly content, giving researchers full control. Based on the Open AIRE data space, an open, transparent, and comprehensive Scientific Lake will be deployed and maintained under SciLake.</p></div> </div></div> </div> </div> </div></div> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025812_number_three_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Identify research trends and valuable research objects </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p><wt-ignore uuid="4a4b43e3-6fc5-41b2-907a-6fd9745d6cdd" source="wt-feature-result" data-pm-slice="0 0 []">SciLake will provide AI-assisted services for</wt-ignore> identifying research trends and valuable research objects (publications, datasets, software, etc.) by applying advanced techniques for automated evaluation of research impact according to various perspectives (different aspects of scientific impact, but also societal or <wt-ignore uuid="b650dc0d-56a0-4e7d-a4f3-9ff3b3a4d6cc" source="wt-feature-result">economic impact).</wt-ignore></p></div> </div></div> </div> </div> </div></div> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025654_number_four_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Assess research reproducibility and replicability/repeatability </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p data-private="redact" class="pb-2" data-wt-guid="a8fcda66-b73e-44c1-a8d8-d8b5118c240d" data-pm-slice="1 1 []">SciLake will develop a set of AI-assisted services to assess research reproducibility (i.e., whether the work is ready to be reproduced) and replicability/repeatability (i.e., how many times the findings have been replicated). The services will leverage <wt-ignore uuid="99b650d3-8f3e-4e7f-9d6a-ee5718777934" source="wt-feature-result">the Scientific Lake content and</wt-ignore> will address technical challenges related to identifying research objects and missing links among them in full-text publications, <wt-ignore uuid="8ea34883-8ef9-451d-9541-bb43ea2b1599" source="wt-feature-result">understanding the citation</wt-ignore> context, even in non-English texts, and other domain-specific issues.</p></div> </div></div> </div> </div> </div></div> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025628_number_five_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Customise, test, and demonstrate developed services in real-world scenarios </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p data-private="redact" class="pb-2" data-wt-guid="eae0fb7c-612c-41f8-ac61-135805233cd9" data-pm-slice="1 1 []">Four research community pilots in the <wt-ignore uuid="d583a66d-f325-4d0c-9af2-2c65931313cd" source="wt-feature-result">fields</wt-ignore> of neuroscience, cancer, transportation, and energy research participate <wt-ignore uuid="15de14ee-d9aa-43de-8346-30c091834d55" source="wt-feature-result">in the testing,</wt-ignore> validation, and evaluation of SciLake services that reflect their needs.聽With its pilots, SciLake seeks to expand EOSC services to areas currently underrepresented in <span class="issue-underline underline text-gray-darkest font-body decoration-2 underline-offset-4 transition decoration-primary-light hover:bg-primary-lightest" data-issueid="3c5c79ac-c0d9-4f15-92e2-1f47ff101c94" data-testid="issue-underline:EOSC. These areas include">EOSC, such as</span> Transport and Energy research, which are not part of large research infrastructures.</p></div> <div class="uk-margin-top"><a href="https://scilake.eu/case-studies" class="el-link uk-button uk-button-default">Read more</a></div> </div></div> </div> </div> </div></div> <div> <div class="el-item uk-panel" uk-scrollspy-class> <div uk-grid> <div class="uk-width-auto@m"> <img src="/images/Icons/9025710_number_six_icon.svg" height="50" alt loading="eager" uk-svg class="uk-text-emphasis el-image"> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-child-width-expand" uk-grid> <div class="uk-width-1-2@m uk-margin-remove-first-child"> <h3 class="el-title uk-margin-top uk-margin-remove-bottom"> Leverage & enrich EOSC services </h3> </div> <div class="uk-margin-remove-first-child"> <div class="el-content uk-panel uk-margin-top"><p data-private="redact" class="pb-2" data-wt-guid="67741b43-b586-4459-a22a-455e9ab053c3" data-pm-slice="1 1 []">Scilake will build upon EOSC functionalities (e.g., complying <wt-ignore uuid="ffc7b5ed-6d6a-4556-a510-13d267aaf25d" source="wt-feature-result">with</wt-ignore> the EOSC interoperability framework for monitoring, accounting, and AAI) and will <wt-ignore uuid="be12e5ba-94ed-4e7d-90c6-9d6d1098b3ec" source="wt-feature-result">integrate</wt-ignore> its open-source services <wt-ignore uuid="509be708-4dbe-4cf4-afb7-442ede6b3528" source="wt-feature-result">into</wt-ignore> the portfolio of EOSC core services.</p></div> </div></div> </div> </div> </div></div> </div> </div> </div></div></div> </div> </div> <div class="uk-section-secondary"> <div data-src="/images/SciLake_Branding/Assets/SVG/Asset%2012.svg" uk-img class="uk-background-norepeat uk-background-height-1-1 uk-background-center-right uk-background-image@s uk-section uk-section-large"> <div class="uk-container"> <div class="uk-grid-margin uk-container uk-container-large"><div class="uk-grid tm-grid-expand" uk-grid> <div class="uk-width-2-3@s"> <h2 class="uk-width-large@s uk-text-left@s uk-text-center"> Do you want to know more? 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