Integration of OpenAIRE Graph on OiPub SME platform

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id="system-message-container" aria-live="polite"></div>  <div class="uk-section-default uk-preserve-color uk-light" uk-scrollspy="target: [uk-scrollspy-class]; cls: uk-animation-scale-up; delay: 200;"> <div data-src="/templates/yootheme/cache/e9/Graph_Oipub_-e9b988c2.jpeg" data-sources="[{"type":"image\/webp","srcset":"\/templates\/yootheme\/cache\/cc\/Graph_Oipub_-cce68b2a.webp 768w, \/templates\/yootheme\/cache\/24\/Graph_Oipub_-245f2895.webp 1024w, \/templates\/yootheme\/cache\/7e\/Graph_Oipub_-7ebcb7c6.webp 1366w, \/templates\/yootheme\/cache\/6d\/Graph_Oipub_-6ded81db.webp 1400w","sizes":"(min-width: 1400px) 1400px"}]" uk-img class="uk-background-norepeat uk-background-width-1-1 uk-background-center-center uk-background-image@s uk-section"> <div class="uk-container uk-container-large"> <div class="uk-grid tm-grid-expand uk-child-width-1-1 uk-grid-margin"> <div class="uk-width-1-1@m"> <div class="uk-h5 uk-text-primary uk-text-left@s uk-text-center" uk-scrollspy-class> Case studies </div> <h1 class="uk-h2 uk-font-primary uk-margin-remove-top uk-margin-remove-bottom uk-width-2xlarge uk-text-left@s uk-text-center" uk-scrollspy-class> Integration of OpenAIRE Graph on OiPub SME platform </h1> <h1 class="uk-h5 uk-margin-remove-top" uk-scrollspy-class> EOSC-DIH business pilots in practice </h1> </div></div> </div> </div> </div> <div class="uk-section-default" uk-scrollspy="target: [uk-scrollspy-class]; cls: uk-animation-slide-top-medium; delay: 200;"> <div data-src="/images/NICE_SVGS/home-cta-01.svg" uk-img class="uk-background-norepeat uk-background-cover uk-background-center-center uk-section" uk-parallax="bgx: -170,170; bgy: 180,-190; easing: 1"> <div class="uk-container"> <div class="uk-grid tm-grid-expand uk-grid-column-large uk-grid-divider uk-grid-margin" uk-grid> <div class="uk-width-2-3@m"> <div class="uk-panel uk-margin-remove-first-child uk-margin" uk-scrollspy-class> <h3 class="el-title uk-h2 uk-font-primary uk-margin-small-top uk-margin-remove-bottom"> Overview </h3> <div class="el-content uk-panel uk-text-lead uk-margin-top">OiPub is an academic research discovery and discussion platform built around a library of research publications.</div> </div> <div class="uk-margin"> <div class="uk-grid uk-child-width-1-1 uk-child-width-1-1@m uk-grid-match" uk-grid> <div> <div class="el-item uk-panel uk-margin-remove-first-child" uk-scrollspy-class> <h3 class="el-title uk-heading-bullet uk-text-secondary uk-margin-top uk-margin-remove-bottom"> Challenge & Scenario </h3> <div class="el-content uk-panel uk-margin-top">Prior to the EOSC-DIH pilot, OiPub was using the research paper metadata provided by the Directory of Open Access Journals for initial system testing and development (circa 8.5M publications). This library needed to be expanded to provide users with access to all research paper metadata. OpenAire Graph offers support in massively expanding the metadata library available to users to 160M publications and growing. This massive publication dataset needed to be processed and integrated in order to make it compatible with OiPub鈥檚 topic-based broadcasting and sorting system. Publication metrics also needed to be calculated, adapted, and integrated so that the information shown to users is relevant and important for the community or search applied.</div> </div></div> <div> <div class="el-item uk-panel uk-margin-remove-first-child" uk-scrollspy-class> <h3 class="el-title uk-heading-bullet uk-text-secondary uk-margin-top uk-margin-remove-bottom"> Solution & Implementation </h3> <div class="el-content uk-panel uk-margin-top">The OpenAIRE Graph data dump was processed and integrated to make it compatible with OiPub鈥檚 design. OiPub was supported in this work by EOSC-DIH provided EGI computation resources as well as OpenAire expert support and feedback whenever questions arose. Additional OpenAIRE services such as OpenCitations were investigated for publication metrics and additional academic data.</div> </div></div> <div> <div class="el-item uk-panel uk-margin-remove-first-child" uk-scrollspy-class> <h3 class="el-title uk-heading-bullet uk-text-secondary uk-margin-top uk-margin-remove-bottom"> Impact </h3> <div class="el-content uk-panel uk-margin-top">After the successful integration of the OpenAIRE Graph data, OiPub will allow users to explore, discuss and share the wealth of information provided by it. The collaboration resulted in the publications library OiPub provides growing from the 8.5M publications from the initial DOAJ dataset, to the over 160 million publications provided by the OpenAIRE Graph. As well as 3.4 billion keyword-publication links with related scores were extracted as part of the data analytics work. This information will be used to categorise and organise all the data from the massive OpenAIRE Graph, allowing users of OiPub to find all information and discussion about one topic in one place and broadcast this information in flexible, automatically populated communities.</div> </div></div> </div> </div> </div> <div class="uk-width-1-3@m"> <div class="uk-grid-item-match uk-margin" uk-scrollspy-class> <a class="uk-panel uk-tile-default uk-tile-hover uk-padding uk-margin-remove-first-child uk-link-toggle" href="https://oipub.com/" target="_blank"> <picture> <source type="image/webp" srcset="/templates/yootheme/cache/7f/Oipub_logo-7faefa71.webp 210w" sizes="(min-width: 210px) 210px"> <img src="/templates/yootheme/cache/5a/Oipub_logo-5ad929fc.png" width="210" height="109" alt loading="lazy" class="el-image"> </picture> <div class="el-content uk-panel uk-margin-top">Omni Iota Science Limited was founded in October 2020 with the aim of facilitating discovery and discussion of research through its web platform OiPub. OiPub received support through the EOSC Digital Innovation Hub (https://eosc-dih.eu/oipub/) with its partners and service providers, OpenAire, EGI and the Malta Council for Science and Technology, Malta Information Technology Agency. Omni Iota Science Ltd. aims to release an open beta version of OiPub by end-2023.</div> </a> </div> <div class="uk-panel uk-margin-large uk-text-left" uk-scrollspy-class> <div class="uk-grid-column-small" uk-grid> <div class="uk-width-auto uk-flex-left"> <a href="#" uk-scroll> <span class="el-image" uk-icon="icon: quote-right; width: 50; height: 50;"></span> </a> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="el-content uk-panel uk-dropcap uk-margin-top">OpenAIRE and the EOSC Digital Innovation hub provided essential assistance through their expert support, ecosystem of services and the OpenAIRE Graph which were vital tools in the process to build OiPub.</div> <div class="el-meta uk-text-meta uk-margin-small-top">Robert Bianchi, CEO @ OiPub</div> </div> </div> </div> <h1 class="uk-h6 uk-heading-divider" uk-scrollspy-class> Related resources </h1> <div class="uk-panel uk-tile-default uk-padding-small uk-margin uk-margin-remove-top uk-margin-remove-bottom" uk-scrollspy-class> <div class="uk-grid-column-small uk-flex-middle" uk-grid> <div class="uk-width-auto@m"> <span class="uk-text-primary el-image" uk-icon="icon: play-circle; width: 30; height: 30;"></span> </div> <div class="uk-width-expand uk-margin-remove-first-child"> <div class="uk-margin-top"><a href="https://www.youtube.com/watch?v=4YBTTIeBWdA" target="_blank" class="el-link uk-button uk-button-text">View demo</a></div> </div> </div> </div> </div></div> </div> </div> </div> <div class="uk-section-default"> <div data-src="/images/NICE_SVGS/home-cta-01.svg" uk-img class="uk-background-norepeat uk-background-cover uk-background-bottom-left uk-section" uk-parallax="bgx: -120,0; bgy: 300,0; easing: 1"> <div class="uk-container"> <div class="uk-grid tm-grid-expand uk-child-width-1-1 uk-grid-margin"> <div class="uk-width-1-1"> <h1 class="uk-text-lead uk-text-primary uk-margin-remove-bottom"> In depth description </h1> <h1 class="uk-h2 uk-font-primary uk-margin-remove-top"> Details </h1><div><div style="text-align: justify;">The OpenAIRE support, along with that of the <a href="https://eosc-dih.eu/">EOSC Digital Innovation Hub</a> (EOSC DIH) was vital in developing OiPub鈥檚 pilot release and the key data systems it is based on. The aim of the pilot was to investigate the services provided by OpenAIRE and adapt the data these services provide into a pilot version of OiPub. The data and services investigated included the OpenAIRE Graph, OpenCitations and ScholeXplorer.</div> <p>Downloading the OpenAIRE Graph for initial investigation and analysis was made simple thanks to the <a href="https://zenodo.org/doi/10.5281/zenodo.3516917">OpenAIRE Graph data dump</a> and <a href="https://zenodo.org/doi/10.5281/zenodo.4238938">metadata schema</a>. Similar data dumps are available for <a href="https://doi.org/10.6084/m9.figshare.21747461">OpenCitations</a> and <a href="https://zenodo.org/doi/10.5281/zenodo.1200252">ScholeXplorer</a>. All of the above datasets provide immense value for researchers and the open science movement. The initial investigations allowed the team to determine the structure and plans for the data systems for the pilot, as well as possible future iterations. The focus for the remaining work during this pilot would be on the OpenAIRE Graph.</p> <div style="text-align: justify;">The next part of the pilot would involves adapting the OpenAIRE Graph data to work with OiPub鈥檚 design concept. OiPub had already worked on a keyword鈥檚 dataset of 150 thousand keywords. The next step would involve Natural Language Processing (NLP) for recognition and relation scoring to link each publication in the over 160 million records in the OpenAIRE Graph with OiPub鈥檚 keywords dataset. The computational work involved here was supported by computational tools, support and systems provided by <a href="https://www.egi.eu/">EGI</a> with the EOSC DIH. This NLP computational analysis and tagging resulted in 3.4 billion publication-keyword links that, along with the OpenAIRE Graph publication metadata, would form the foundations of OiPub鈥檚 research categorisation and broadcasting system.</div> <p>This pilot was focused on the data science and back-end foundations of OiPub. In parallel, OiPub has been developing its front-facing systems.</p> <div style="text-align: justify;">OiPub鈥檚 design concept revolves around automatically populated information hubs and streams of information for discovery and discussion of every research niche. 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