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The OpenAIRE Research Graph - OpenAIRE Blog

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class="tm-main uk-section uk-section-default" uk-height-viewport="expand: true"> <div class="uk-container"> <div class="uk-grid" uk-grid> <div class="uk-width-expand@m"> <div id="system-message-container" aria-live="polite"></div> <div id="eb" class="eb-component eb-wireframe eb-view-entry eb-layout-default si-theme--light is-desktop "> <div class="eb-container" data-eb-container> <div class="eb-container__main"> <div class="eb-content"> <div class="eb-headers t-mb--md"> </div> <div class="eb-template" data-name="site/layout/image/popup"> <div id="eb" class="eb-image-popup"> <div class="eb-image-popup-header"> <div class="eb-image-popup-close-button"><i class="fdi fa fa-times"></i></div> </div> <div class="eb-image-popup-container"></div> <div class="eb-image-popup-footer"> <div class="eb-image-popup-thumbs"></div> </div> <div class="eb-loader-o size-lg"></div> </div> </div> <div class="eb-template" data-name="site/layout/image/popup/thumb"> <div class="eb-image-popup-thumb"><div></div></div> </div> <div class="eb-template" data-name="site/layout/image/container"> <div class="eb-image"> <div class="eb-image-figure"> <a class="eb-image-viewport"></a> </div> <div class="eb-image-caption"><span></span></div> </div> </div> <div data-eb-posts> <div data-eb-posts-wrapper> <div data-eb-post-section data-url="https://www.openaire.eu/blogs/the-openaire-research-graph" data-page-title="The OpenAIRE Research Graph - OpenAIRE Blog" data-permalink="/blogs/the-openaire-research-graph" data-post-title="The OpenAIRE Research Graph"> <div class="eb-adsense-head clearfix"> </div> <div data-blog-post> <div class="eb-reading-progress-sticky hide" data-eb-spy="affix" data-offset-top="240"> <progress value="0" max="100" class="eb-reading-progress" data-blog-reading-progress style="top:0px"> <div class="eb-reading-progress__container"> <span class="eb-reading-progress__bar"></span> </div> </progress> </div> <div id="entry-1046" class="eb-entry fd-cf" data-blog-posts-item data-id="1046" data-uid="1046.2199"> <div data-blog-reading-container> <div class="eb-entry-tools row-table"> <div class="col-cell"> <div class="eb-entry-helper"> <div class="eb-help-print"> <i class="fdi fa fa-print"></i>&nbsp; <a rel="nofollow" title="Print" href="/blogs/the-openaire-research-graph?tmpl=component&print=1&format=print" data-post-print> Print </a> </div> </div> </div> <div class="col-cell cell-tight"> </div> </div> <div class="eb-post-state"> <div class="eb-post-state__item"> <div class="eb-reading-indicator"> <span class="eb-reading-indicator__icon"><i class="fdi far fa-clock"></i></span> <span class="eb-reading-indicator__time">6 minutes reading time</span> <span class="eb-reading-indicator__count">(1249 words)</span> </div> </div> </div> <div class="eb-entry-head"> <h1 id="title-1046" class="eb-entry-title reset-heading "> The OpenAIRE Research Graph</h1> <div class="eb-entry-meta text-muted"> <div> <span class="eb-post-type"> <i class=" fdi fa fa-align-left" data-eb-provide="tooltip" data-original-title="Standard Post" data-placement="bottom"></i> </span> </div> <div> <div class="eb-post-category comma-seperator"> <span> <a href="/blogs/categories/scholcomm">scholarly communication</a> </span> <span> <a href="/blogs/categories/infrastructure">infrastructure</a> </span> </div> </div> <div> <div class="eb-post-author"> <span> <a href="/blogs/blogger/pmanghi" rel="author">Paolo Manghi</a> </span> </div> </div> <div> <div class="eb-post-date"> <time class="eb-meta-date" content="2019-09-16"> 16 Sep 2019 </time> </div> </div> </div> </div> <div class="eb-entry-body type-standard clearfix"> <div class="eb-entry-article clearfix" data-blog-content> <div class="eb-image eb-post-thumb is-full" data-eb-entry-cover> <a class="eb-post-image eb-image-popup-button" href="//www.openaire.eu/images/easyblog_articles/1046/ORD_moocard_double.png" target="_blank" title="ORD_moocard_double" caption="" style=" width: 100%; " > <img src="//www.openaire.eu/images/easyblog_articles/1046/ORD_moocard_double.png" alt="ORD_moocard_double" /> </a> </div> <div class="ebd-block " data-type="text" ><p><strong data-redactor-tag="strong" data-verified="redactor"><em data-redactor-tag="em" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #4587E6" style="color: rgb(69, 135, 230);"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="font-size: 18px" style="font-size: 18px;">​ Bringing scholarly communication back into the hands of scientists&nbsp;</span></span></em></strong></p></div><div class="ebd-block " data-type="text" ></div><div class="ebd-block " data-type="section" ><div class="row" data-responsive="400,300,200,100"> <div class="col col-md-12"> <div class="ebd-nest" data-type="block"> <div class="ebd-block is-nested " data-type="text" ><div class="ebd-block is-nested nest-left " data-type="quotes" style="width: 30%;"><blockquote class="eb-quote style-default"> <p><strong><em><span data-verified="redactor">Tracking and connecting all links between research results, institutions that produced and financed them, and where to find them for consultation or further use.</span></em></strong></p> <cite></cite> </blockquote></div> <p><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">We are collecting feedback! Find out more <a href="https://www.openaire.eu/openaire-research-graph-open-for-comments" title="" class="" target="_blank" rel="noopener noreferrer">here</a>.</span></strong></p><p><strong data-redactor-tag="strong" data-verified="redactor"></strong><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">The </span><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">backdrop</span><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">:</span>&nbsp;</strong>Open Science is gradually becoming the modus operandi in research practices, affecting the way researchers collaborate and publish, discover, and access scientific knowledge. Scientists are increasingly publishing research results beyond the article, to share all scientific products (metadata and files) generated during an experiment, such as datasets, software, experiments. They publish in scholarly communication data sources (e.g. institutional repositories, data archives, software repositories), rely where possible on persistent identifiers (e.g. DOI, ORCID, Grid.ac, PDBs), specify semantic links to other research products (e.g. supplementedBy, citedBy, versionOf), and possibly to projects and/or relative funders. By following such practices, scientists are implicitly constructing the <strong data-redactor-tag="strong" data-verified="redactor">Global Open Science Graph</strong>, where by "graph" we mean a collection of objects interlinked by semantic relationships.</p><p><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #e62565" style="color: rgb(230, 37, 101);">What</span> <span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">if</span></strong><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);"> </span>the Global Open Science Graph would be thoroughly and consistently populated, encompassing all scholarly entities, relying on rich metadata, PIDs, and links, the possibilities would be endless. <strong data-redactor-tag="strong" data-verified="redactor">Research would be completely contextualized and traversable, open and free-of-charge</strong>, thereby facilitating:<br></p><ul><li><strong data-redactor-tag="strong" data-verified="redactor">Funders </strong>and organizations to monitor compliance of Open Science mandates, scientific trends, and research impact;</li><li><strong data-redactor-tag="strong" data-verified="redactor">Researchers </strong>to build a complete individual scientific record, track the provenance of scientific results, reproduce experiments by reaching all products;</li><li><strong data-redactor-tag="strong" data-verified="redactor">Research communities</strong>, by viewing and populating the subset of the Open Science Graph relative to the community, to monitor community research trends, identify and calculate community-specific indicators of quality of science;<br></li><li><strong data-redactor-tag="strong" data-verified="redactor">Publishers </strong>to launch and promote their journals relying on equal and verifiable quality indicators, opted by research communities in their specific domains, and calculated over the Global Open Science Graph taking into account the whole citation graph, open access, reproducibility degrees, etc.</li></ul></div> </div> </div> </div></div><div class="ebd-block " data-type="section" ><div class="row" data-responsive="400,300,200,100"> <div class="col col-md-12"> <div class="ebd-nest" data-type="block"> <div class="ebd-block is-nested " data-type="text" ><div class="ebd-block is-nested nest-right " data-type="quotes" style="width: 30%;"><blockquote class="eb-quote style-default"> <p><strong><em><span data-verified="redactor">The OpenAIRE graph maps the knowledge produced by public research and the actors involved in, enabling explorations of content like never before. </span></em></strong></p> <cite></cite> </blockquote></div> <div><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);"><strong data-redactor-tag="strong" data-verified="redactor">What we are developing</strong></span><strong data-redactor-tag="strong" data-verified="redactor"></strong><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);"><strong data-redactor-tag="strong" data-verified="redactor">:</strong></span><span>&nbsp;</span><span>t</span><span>he </span><strong data-redactor-tag="strong" data-verified="redactor">OpenAIRE Research Graph</strong><span> has been conceived as a resource for researchers, funders, organizations, research communities, SMEs, and publishers to achieve the aforementioned objectives by synergically seeking the population and maintenance of the Global Open Science Graph as a complete, trusted, open, public good. It is conceived to be:</span><br></div><p><strong data-redactor-tag="strong" data-verified="redactor">Open</strong><span>: it is available for download and re-use as CC-BY (due to some input sources whose license is CC-BY); parts of the graphs can be re-used as CC-0;</span></p><p><strong data-redactor-tag="strong" data-verified="redactor">Transparent</strong><span>: provenance is tracked at the level of the records and, when these are the result of full-text mining, of the properties (provenance also includes an indicator of trust, in the range [0..1]);</span></p><p><strong data-redactor-tag="strong" data-verified="redactor">Decentralized</strong><span>: metadata and links are collected from data sources, such as institutional/data/software repositories, publishers, registries, and re-distributed to such sources </span><a href="http://provide.openaire.eu/">via brokering services</a><span>.</span></p></div> </div> </div> </div></div><div class="ebd-block " data-type="text" ><div class="ebd-block is-nested nest-right " data-type="note" style="width: 45%;"><div class="alert alert-info" role="alert"><strong data-redactor-tag="strong" data-verified="redactor">What are "trusted" sources? </strong><br>OpenAIRE data sources are considered "trusted" when researchers rely on them to share, discover, monitor, and assess their scientific products. Known sources collected by OpenAIRE are institutional repositories (e.g. university archives, libraries), catch-all repositories (e.g. Zenodo, Figshare, Dryad, B2Share, etc.), data repositories (e.g. Pangaea, GESIS, bio sources), thematic repositories (e.g. ArXiv, EuropePMC, RePec, etc.), Open Access publishers (e.g. F1000, OpenEdition, etc.), knowledge graphs (e.g. Microsoft Academic Graph, OpenCitations), registries (e.g. CrossRef, DataCite, ORCID, GRID.ac, OpenDOAR, re3data.org, etc), aggregators (e.g. Unpaywall, BASE, Scielo, DOAJ, CORE-UK, etc.), funders (e.g. European Commission, NSF, Wellcome Trust, etc.).<span class="redactor-invisible-space">​</span></div></div> <p><span><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">How we build it:</span></strong>&nbsp;the OpenAIRE Research Graph includes metadata and links between scientific products (e.g. literature, datasets, software, and "other research products"), organizations, funders, funding streams, projects, communities, and (provenance) data sources - the details of the </span><a href="https://zenodo.org/record/2643199#.XOqdstMzZ24">graph data model</a><span> can be found in Zenodo.org.</span><br></p><p>The Graph is today available as a BETA release, obtained as an aggregation of the metadata and links collected from <strong data-redactor-tag="strong" data-verified="redactor">~10.000 trusted sources</strong>, further enriched with metadata and links provided by:</p><ul><li><strong data-redactor-tag="strong" data-verified="redactor">OpenAIRE end-users</strong>, e.g. researchers, project administrators, data curators providing links from scientific products to projects, funders, communities, or other products;</li><li><strong data-redactor-tag="strong" data-verified="redactor">OpenAIRE Full-text mining algorithms</strong> over around ~12Mi Open Access article full-texts;</li><li><strong data-redactor-tag="strong" data-verified="redactor">Research infrastructure scholarly services</strong>, bridged to the graph via OpenAIRE, exposing metadata of products such as research workflows, experiments, research objects, software, etc..</li></ul><p><br></p></div><div class="ebd-block " data-type="columns" ><div class="row" data-responsive="400,300,200,100"> <div class="col-12 col-md-4" data-size="4"> <div class="ebd-block is-nested " data-type="text" ><p><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">Today:</span></strong> As of <strong data-redactor-tag="strong" data-verified="redactor">November 2019</strong>, the Graph aggregates around 450Mi metadata records with links, which after deduplication, cleaning, and classification narrow down to ~110Mi publications, ~10Mi datasets, ~180K software research products. ~7Mi other products with 480Mi (bi-directional) semantic links between them. Such products are in turn linked to 7 <a href="http://beta.connect.openaire.eu/">research communities</a>, organizations, and projects from ~29 <a href="https://beta.openaire.eu/monitor">funders</a> worldwide.</p></div></div> <div class="col-12 col-md-4" data-size="4"> <div class="ebd-block is-nested " data-type="text" ><p><span data-verified="redactor" data-redactor-tag="span"><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">Access</span></strong>:</span> Access to the BETA release graph is today possible via the <a href="https://beta.explore.openaire.eu" title="" class="">Beta EXPLORE portal</a> or via <a href="https://zenodo.org/communities/openaire-research-graph" title="" class="">"data dumps"</a> made available via Zenodo.org, among which:</p><p><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">DOIBoost</span></strong><span>: CrossRef enriched with ORCID, Microsoft Academics, and Unpaywall; the </span><a href="https://zenodo.org/record/1438356#.XOqjVdMzZ24">data dump</a><span> is supplemented with the </span><a href="https://zenodo.org/record/1492210#.XOqjPtMzZ24">software</a><span> and with the </span><a href="https://zenodo.org/record/1492766#.XOqjPtMzZ24">data paper</a><span> to allow for reproducibility;</span></p><p><span></span><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">Scholexplorer</span></strong><span>: the </span><a href="https://zenodo.org/record/2674330#.XOqkmNMzZ24">data dump</a><span> of the aggregation of 480Mi article-dataset, dataset-dataset links collected form data centres and publishers, provided in JSON </span><a href="http://www.scholix.org/">Scholix.org</a><span> format.</span></p></div></div> <div class="col-12 col-md-4" data-size="4"><div class="ebd-block is-nested " data-type="text" ><p><span data-verified="redactor" data-redactor-tag="span"><strong data-redactor-tag="strong" data-verified="redactor"><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);">Feedback</span></strong>:</span> the graph is currently under pre-release consultation process which will last two months, any feedback to improve its quality in this period and in the future would be welcome. You can do this via <a href="https://trello.com/b/o1tEJ3rN/openaire-research-graph" title="" class="">Trello</a> or via&nbsp;opening a ticket via the <a href="https://www.openaire.eu/support/helpdesk">OpenAIRE Helpdesk</a> under the category OpenAIRE Services with the subject "OpenAIRE Research Graph: &lt;your feedback to improve&gt;". </p></div></div></div></div><div class="ebd-block " data-type="columns" ><div class="row" data-responsive="400,300,200,100"> <div class="col-12 col-md-6" data-size="6"> </div> <div class="col-12 col-md-6" data-size="6"> </div> </div></div><div class="ebd-block " data-type="heading" ><h5><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);"><strong data-redactor-tag="strong" data-verified="redactor">The OpenAIRE Research Graph and the EOSC</strong></span></h5></div><div class="ebd-block " data-type="text" ><div class="ebd-block is-nested nest-left " data-type="quotes" style="width: 30%;"><blockquote class="eb-quote style-default"> <p><strong><em>The OpenAIRE Research Graph represents the EOSC catalogue of all resources: data, publications, software, methods, etc.., all linked together.</em></strong></p> <cite>​</cite> </blockquote></div><div class="ebd-block is-nested nest-right " data-type="image" style="width: 30%; text-align: center;"><div class="eb-image style-clear"> <div class="eb-image-figure is-responsive"> <a class="eb-image-viewport"> <img src="/images/easyblog_articles/1046/b2ap3_large_EOSC-logo.png" /> </a> </div> </div></div> <p><span>The Graph will be a key resource of the </span><a href="https://www.openaire.eu/achieving-open-science-in-eosc" class="" title="" target="_blank" rel="noopener noreferrer">European Open Science Cloud</a><span>, by providing the EOSC catalogue of all scientific products to support the synergic construction of a common scientific communication ecosystem in line with Open Science research life-cycle principles. Its aim is to contribute at the overall Open Access and Open Science mission, offering fertile ground for the realisation of value-added services such as discovery of content, monitoring Open Science within and across disciplines, and ultimately return scientific knowledge to the citizens, as a public good.</span></p></div><div class="ebd-block " data-type="text" ><p><span data-redactor-tag="span" data-verified="redactor" data-redactor-style="color: #E62565" style="color: rgb(230, 37, 101);"><strong data-redactor-tag="strong" data-verified="redactor">We are not working alone:</strong></span>&nbsp;several other initiatives around the world are trying to materialise the Global Open Science Graph, bearing in mind different customers and target use-cases. Making such graphs interoperable is key to enable the synergic contribution to the Global Open Science Graph.&nbsp;</p><p><span>The recently established </span><a href="https://www.rd-alliance.org/open-science-graphs-fair-data-ig" title="" class="">RDA Open Science Graphs for FAIR Data IG</a><span>&nbsp;addresses such topics and involves major scientists, practitioners,&nbsp;and initiatives in the field. More specifically, t</span><span>he following graph initiatives are already exchanging, or in the process of, metadata and links with the OpenAIRE Research Graph:</span></p><ul><li>The <a href="https://www.project-freya.eu/en/blogs/blogs/the-pid-graph">FREYA PID graph</a> built by the <a href="https://www.project-freya.eu" title="" class="">European Commission project FREYA</a>&nbsp;to materialize entities with PIDs and links between them;</li><li>The <a href="http://researchgraph.org/">ResearchGraph</a>&nbsp;built by the ResearchGraph Foundation (Australia) whose focus is linking research projects and research outcomes on the basis of co-authorship or other collaboration models such as joint funding and grants;</li><li>The <a href="https://projects.tib.eu/orkg">Open Research Knowledge Graph</a>&nbsp;built by the research team of TIB (Germany)&nbsp;which focuses only on communicated content, e.g. semantics of science,&nbsp;rather than the context e.g., people and institutions</li><li><a href="https://opencitations.net/">The OpenCitations</a>&nbsp;graph&nbsp;which focuses on&nbsp;citation and relative semantics between publications.</li></ul><p><span><br></span></p></div><div class="ebd-block " data-type="text" style="color: rgb(230, 37, 101);"><p><strong data-redactor-tag="strong" data-verified="redactor">Useful links&nbsp;</strong></p></div><div class="ebd-block " data-type="text" ><ul><li><a href="http://catalogue.openaire.eu/" class="">OpenAIRE catalogue of services</a></li><li><a href="http://beta.explore.openaire.eu/">OpenAIRE Research Graph Beta portal</a></li><li><a href="https://zenodo.org/record/2600275#.XOqrIdMzZ24">OpenAIRE Research Graph slides</a></li><li>OpenAIRE Research Graph Dumps: <a href="https://zenodo.org/record/1438356#.XOqjVdMzZ24">DOIBoost</a>, <a href="https://zenodo.org/record/2674330#.XOqkmNMzZ24">Scholexplorer</a></li><li><a href="https://zenodo.org/record/2643199#.XOqdstMzZ24">OpenAIRE Research Graph Data model</a></li></ul></div><div class="ebd-block " data-type="image" style="text-align: center;"><div class="eb-image style-clear"> <div class="eb-image-figure is-responsive"> <a class="eb-image-viewport"> <img src="/images/easyblog_articles/1046/b2ap3_large_ORG.jpg" /> </a> </div> <div class="eb-image-caption"> <span>The OpenAIRE Research Graph</span> </div> </div></div> </div> <div class="mb-20"> <div class="socialbuttons mt-20"> <div class="addthis_inline_share_toolbox" data-url="https://www.openaire.eu/blogs/the-openaire-research-graph" data-title="The OpenAIRE Research Graph" data-media=""></div> </div> </div> <div class="eb-entry-tags"> </div> <div data-subscribe-cta> <div class="t-hidden" data-subscribe-cta-error> <div class="o-alert o-alert--danger o-alert--dismissible " data-fd-alert="easyblog" > <div class="flex items-center"> <div class="flex-grow" data-fd-alert-message> </div> <div class="flex-shrink-0 pl-sm"> <a href="javascript:void(0);" class="o-alert__close" 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class="reset-heading">Author's recent posts</h5> </div> <span class="col-cell text-right"> <a href="/blogs/blogger/pmanghi">More posts from author</a> </span> </div> <div> <a href="/blogs/openaire-partnership-in-ec-eosc-procurement"> <time class="pull-right">08 Jan 2024</time> <span><i class="fdi far fa-file-alt pull-left mr-10"></i> OpenAIRE AMKE Partnership in European Commission procurement on “Managed Services for the European Open Science Cloud Platform”</span> </a> </div> <div> <a href="/blogs/openaire-research-graph-data-dump-of-funded-products"> <time class="pull-right">08 Jul 2022</time> <span><i class="fdi far fa-file-alt pull-left mr-10"></i> OpenAIRE Research Graph: data dump of funded products</span> </a> </div> <div> <a href="/blogs/the-openaire-connect-project-1"> <time class="pull-right">25 May 2017</time> <span><i class="fdi far fa-file-alt pull-left mr-10"></i> The OpenAIRE-Connect Project</span> </a> </div> </div> </div> </div> </div> <div class="eb-adsense-foot clearfix"> </div> </div> <script type="application/ld+json"> { "@context": "http://schema.org", "mainEntityOfPage": "https://www.openaire.eu/blogs/the-openaire-research-graph", "@type": ["BlogPosting", "Organization"], "name": "OpenAIRE", "headline": "The OpenAIRE Research Graph", "image": "https://www.openaire.eu/images/easyblog_articles/1046/ORD_moocard_double.png", "editor": "Paolo Manghi", "genre": "scholarly communication", "wordcount": "1249", "publisher": { "@type": "Organization", "name": "OpenAIRE", "logo": {"@type":"ImageObject","url":"https:\/\/www.openaire.eu\/media\/com_easyblog\/images\/schema\/logo.png","width":60,"height":60} }, "datePublished": "2019-11-12", "dateCreated": "2019-09-16", "dateModified": "2019-11-15", "description": "Scientific Knowledge Graph. Scholarly Communication Knowledge Graph. Open scholarly communication infrastructure. European Open Science Cloud. Open Access. Open Data. Open Science", "articleBody": "&lt;div class=&quot;ebd-block &quot; data-type=&quot;text&quot; &gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;em data-redactor-tag=&quot;em&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #4587E6&quot; style=&quot;color: rgb(69, 135, 230);&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;font-size: 18px&quot; style=&quot;font-size: 18px;&quot;&gt;​ Bringing scholarly communication back into the hands of scientists&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/em&gt;&lt;/strong&gt;&lt;/p&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;text&quot; &gt;&lt;/div&gt; &lt;div class=&quot;ebd-block has-nested&quot; data-type=&quot;section&quot; &gt;&lt;div class=&quot;row&quot; data-responsive=&quot;400,300,200,100&quot;&gt; &lt;div class=&quot;col col-md-12&quot;&gt; &lt;div class=&quot;ebd-nest&quot; data-type=&quot;block&quot;&gt; &lt;div class=&quot;ebd-block is-nested has-nested&quot; data-type=&quot;text&quot; &gt;&lt;div class=&quot;ebd-block is-nested nest-left &quot; data-type=&quot;quotes&quot; style=&quot;width: 30%;&quot;&gt;&lt;blockquote class=&quot;eb-quote style-default&quot;&gt; &lt;p&gt;&lt;strong&gt;&lt;em&gt;&lt;span data-verified=&quot;redactor&quot;&gt;Tracking and connecting all links between research results, institutions that produced and financed them, and where to find them for consultation or further use.&lt;/span&gt;&lt;/em&gt;&lt;/strong&gt;&lt;/p&gt; &lt;cite&gt;&lt;/cite&gt; &lt;/blockquote&gt;&lt;/div&gt; &lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;We are collecting feedback! Find out more &lt;a href=&quot;https://www.openaire.eu/openaire-research-graph-open-for-comments&quot; title=&quot;&quot; class=&quot;&quot; target=&quot;_blank&quot; rel=&quot;noopener noreferrer&quot;&gt;here&lt;/a&gt;.&lt;/span&gt;&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;/strong&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;The &lt;/span&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;backdrop&lt;/span&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;:&lt;/span&gt;&amp;nbsp;&lt;/strong&gt;Open Science is gradually becoming the modus operandi in research practices, affecting the way researchers collaborate and publish, discover, and access scientific knowledge. Scientists are increasingly publishing research results beyond the article, to share all scientific products (metadata and files) generated during an experiment, such as datasets, software, experiments. They publish in scholarly communication data sources (e.g. institutional repositories, data archives, software repositories), rely where possible on persistent identifiers (e.g. DOI, ORCID, Grid.ac, PDBs), specify semantic links to other research products (e.g. supplementedBy, citedBy, versionOf), and possibly to projects and/or relative funders. By following such practices, scientists are implicitly constructing the &lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Global Open Science Graph&lt;/strong&gt;, where by &quot;graph&quot; we mean a collection of objects interlinked by semantic relationships.&lt;/p&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #e62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;What&lt;/span&gt; &lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;if&lt;/span&gt;&lt;/strong&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt; &lt;/span&gt;the Global Open Science Graph would be thoroughly and consistently populated, encompassing all scholarly entities, relying on rich metadata, PIDs, and links, the possibilities would be endless. &lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Research would be completely contextualized and traversable, open and free-of-charge&lt;/strong&gt;, thereby facilitating:&lt;br&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Funders &lt;/strong&gt;and organizations to monitor compliance of Open Science mandates, scientific trends, and research impact;&lt;/li&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Researchers &lt;/strong&gt;to build a complete individual scientific record, track the provenance of scientific results, reproduce experiments by reaching all products;&lt;/li&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Research communities&lt;/strong&gt;, by viewing and populating the subset of the Open Science Graph relative to the community, to monitor community research trends, identify and calculate community-specific indicators of quality of science;&lt;br&gt;&lt;/li&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Publishers &lt;/strong&gt;to launch and promote their journals relying on equal and verifiable quality indicators, opted by research communities in their specific domains, and calculated over the Global Open Science Graph taking into account the whole citation graph, open access, reproducibility degrees, etc.&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block has-nested&quot; data-type=&quot;section&quot; &gt;&lt;div class=&quot;row&quot; data-responsive=&quot;400,300,200,100&quot;&gt; &lt;div class=&quot;col col-md-12&quot;&gt; &lt;div class=&quot;ebd-nest&quot; data-type=&quot;block&quot;&gt; &lt;div class=&quot;ebd-block is-nested has-nested&quot; data-type=&quot;text&quot; &gt;&lt;div class=&quot;ebd-block is-nested nest-right &quot; data-type=&quot;quotes&quot; style=&quot;width: 30%;&quot;&gt;&lt;blockquote class=&quot;eb-quote style-default&quot;&gt; &lt;p&gt;&lt;strong&gt;&lt;em&gt;&lt;span data-verified=&quot;redactor&quot;&gt;The OpenAIRE graph maps the knowledge produced by public research and the actors involved in, enabling explorations of content like never before. &lt;/span&gt;&lt;/em&gt;&lt;/strong&gt;&lt;/p&gt; &lt;cite&gt;&lt;/cite&gt; &lt;/blockquote&gt;&lt;/div&gt; &lt;div&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;What we are developing&lt;/strong&gt;&lt;/span&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;/strong&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;:&lt;/strong&gt;&lt;/span&gt;&lt;span&gt;&amp;nbsp;&lt;/span&gt;&lt;span&gt;t&lt;/span&gt;&lt;span&gt;he &lt;/span&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;OpenAIRE Research Graph&lt;/strong&gt;&lt;span&gt; has been conceived as a resource for researchers, funders, organizations, research communities, SMEs, and publishers to achieve the aforementioned objectives by synergically seeking the population and maintenance of the Global Open Science Graph as a complete, trusted, open, public good. It is conceived to be:&lt;/span&gt;&lt;br&gt;&lt;/div&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Open&lt;/strong&gt;&lt;span&gt;: it is available for download and re-use as CC-BY (due to some input sources whose license is CC-BY); parts of the graphs can be re-used as CC-0;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Transparent&lt;/strong&gt;&lt;span&gt;: provenance is tracked at the level of the records and, when these are the result of full-text mining, of the properties (provenance also includes an indicator of trust, in the range [0..1]);&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Decentralized&lt;/strong&gt;&lt;span&gt;: metadata and links are collected from data sources, such as institutional/data/software repositories, publishers, registries, and re-distributed to such sources &lt;/span&gt;&lt;a href=&quot;http://provide.openaire.eu/&quot;&gt;via brokering services&lt;/a&gt;&lt;span&gt;.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block has-nested&quot; data-type=&quot;text&quot; &gt;&lt;div class=&quot;ebd-block is-nested nest-right &quot; data-type=&quot;alerts&quot; style=&quot;width: 45%;&quot;&gt;&lt;div class=&quot;alert alert-info&quot; role=&quot;alert&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;What are &quot;trusted&quot; sources? &lt;/strong&gt;&lt;br&gt;OpenAIRE data sources are considered &quot;trusted&quot; when researchers rely on them to share, discover, monitor, and assess their scientific products. Known sources collected by OpenAIRE are institutional repositories (e.g. university archives, libraries), catch-all repositories (e.g. Zenodo, Figshare, Dryad, B2Share, etc.), data repositories (e.g. Pangaea, GESIS, bio sources), thematic repositories (e.g. ArXiv, EuropePMC, RePec, etc.), Open Access publishers (e.g. F1000, OpenEdition, etc.), knowledge graphs (e.g. Microsoft Academic Graph, OpenCitations), registries (e.g. CrossRef, DataCite, ORCID, GRID.ac, OpenDOAR, re3data.org, etc), aggregators (e.g. Unpaywall, BASE, Scielo, DOAJ, CORE-UK, etc.), funders (e.g. European Commission, NSF, Wellcome Trust, etc.).&lt;span class=&quot;redactor-invisible-space&quot;&gt;​&lt;/span&gt;&lt;/div&gt;&lt;/div&gt; &lt;p&gt;&lt;span&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;How we build it:&lt;/span&gt;&lt;/strong&gt;&amp;nbsp;the OpenAIRE Research Graph includes metadata and links between scientific products (e.g. literature, datasets, software, and &quot;other research products&quot;), organizations, funders, funding streams, projects, communities, and (provenance) data sources - the details of the &lt;/span&gt;&lt;a href=&quot;https://zenodo.org/record/2643199#.XOqdstMzZ24&quot;&gt;graph data model&lt;/a&gt;&lt;span&gt; can be found in Zenodo.org.&lt;/span&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The Graph is today available as a BETA release, obtained as an aggregation of the metadata and links collected from &lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;~10.000 trusted sources&lt;/strong&gt;, further enriched with metadata and links provided by:&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;OpenAIRE end-users&lt;/strong&gt;, e.g. researchers, project administrators, data curators providing links from scientific products to projects, funders, communities, or other products;&lt;/li&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;OpenAIRE Full-text mining algorithms&lt;/strong&gt; over around ~12Mi Open Access article full-texts;&lt;/li&gt;&lt;li&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Research infrastructure scholarly services&lt;/strong&gt;, bridged to the graph via OpenAIRE, exposing metadata of products such as research workflows, experiments, research objects, software, etc..&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block has-nested&quot; data-type=&quot;columns&quot; &gt;&lt;div class=&quot;row&quot; data-responsive=&quot;400,300,200,100&quot;&gt; &lt;div class=&quot;col col-md-4&quot; data-size=&quot;4&quot;&gt; &lt;div class=&quot;ebd-block is-nested &quot; data-type=&quot;text&quot; &gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;Today:&lt;/span&gt;&lt;/strong&gt; As of &lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;November 2019&lt;/strong&gt;, the Graph aggregates around 450Mi metadata records with links, which after deduplication, cleaning, and classification narrow down to ~110Mi publications, ~10Mi datasets, ~180K software research products. ~7Mi other products with 480Mi (bi-directional) semantic links between them. Such products are in turn linked to 7 &lt;a href=&quot;http://beta.connect.openaire.eu/&quot;&gt;research communities&lt;/a&gt;, organizations, and projects from ~29 &lt;a href=&quot;https://beta.openaire.eu/monitor&quot;&gt;funders&lt;/a&gt; worldwide.&lt;/p&gt;&lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;col col-md-4&quot; data-size=&quot;4&quot;&gt; &lt;div class=&quot;ebd-block is-nested &quot; data-type=&quot;text&quot; &gt;&lt;p&gt;&lt;span data-verified=&quot;redactor&quot; data-redactor-tag=&quot;span&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;Access&lt;/span&gt;&lt;/strong&gt;:&lt;/span&gt; Access to the BETA release graph is today possible via the &lt;a href=&quot;https://beta.explore.openaire.eu&quot; title=&quot;&quot; class=&quot;&quot;&gt;Beta EXPLORE portal&lt;/a&gt; or via &lt;a href=&quot;https://zenodo.org/communities/openaire-research-graph&quot; title=&quot;&quot; class=&quot;&quot;&gt;&quot;data dumps&quot;&lt;/a&gt; made available via Zenodo.org, among which:&lt;/p&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;DOIBoost&lt;/span&gt;&lt;/strong&gt;&lt;span&gt;: CrossRef enriched with ORCID, Microsoft Academics, and Unpaywall; the &lt;/span&gt;&lt;a href=&quot;https://zenodo.org/record/1438356#.XOqjVdMzZ24&quot;&gt;data dump&lt;/a&gt;&lt;span&gt; is supplemented with the &lt;/span&gt;&lt;a href=&quot;https://zenodo.org/record/1492210#.XOqjPtMzZ24&quot;&gt;software&lt;/a&gt;&lt;span&gt; and with the &lt;/span&gt;&lt;a href=&quot;https://zenodo.org/record/1492766#.XOqjPtMzZ24&quot;&gt;data paper&lt;/a&gt;&lt;span&gt; to allow for reproducibility;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span&gt;&lt;/span&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;Scholexplorer&lt;/span&gt;&lt;/strong&gt;&lt;span&gt;: the &lt;/span&gt;&lt;a href=&quot;https://zenodo.org/record/2674330#.XOqkmNMzZ24&quot;&gt;data dump&lt;/a&gt;&lt;span&gt; of the aggregation of 480Mi article-dataset, dataset-dataset links collected form data centres and publishers, provided in JSON &lt;/span&gt;&lt;a href=&quot;http://www.scholix.org/&quot;&gt;Scholix.org&lt;/a&gt;&lt;span&gt; format.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;col col-md-4&quot; data-size=&quot;4&quot;&gt;&lt;div class=&quot;ebd-block is-nested &quot; data-type=&quot;text&quot; &gt;&lt;p&gt;&lt;span data-verified=&quot;redactor&quot; data-redactor-tag=&quot;span&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;Feedback&lt;/span&gt;&lt;/strong&gt;:&lt;/span&gt; the graph is currently under pre-release consultation process which will last two months, any feedback to improve its quality in this period and in the future would be welcome. You can do this via &lt;a href=&quot;https://trello.com/b/o1tEJ3rN/openaire-research-graph&quot; title=&quot;&quot; class=&quot;&quot;&gt;Trello&lt;/a&gt; or via&amp;nbsp;opening a ticket via the &lt;a href=&quot;https://www.openaire.eu/support/helpdesk&quot;&gt;OpenAIRE Helpdesk&lt;/a&gt; under the category OpenAIRE Services with the subject &quot;OpenAIRE Research Graph: &amp;lt;your feedback to improve&amp;gt;&quot;. &lt;/p&gt;&lt;/div&gt; &lt;/div&gt;&lt;/div&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;columns&quot; &gt;&lt;div class=&quot;row&quot; data-responsive=&quot;400,300,200,100&quot;&gt; &lt;div class=&quot;col col-md-6&quot; data-size=&quot;6&quot;&gt; &lt;/div&gt; &lt;div class=&quot;col col-md-6&quot; data-size=&quot;6&quot;&gt; &lt;/div&gt; &lt;/div&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;heading&quot; &gt;&lt;h5&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;The OpenAIRE Research Graph and the EOSC&lt;/strong&gt;&lt;/span&gt;&lt;/h5&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block has-nested&quot; data-type=&quot;text&quot; &gt;&lt;div class=&quot;ebd-block is-nested nest-left &quot; data-type=&quot;quotes&quot; style=&quot;width: 30%;&quot;&gt;&lt;blockquote class=&quot;eb-quote style-default&quot;&gt; &lt;p&gt;&lt;strong&gt;&lt;em&gt;The OpenAIRE Research Graph represents the EOSC catalogue of all resources: data, publications, software, methods, etc.., all linked together.&lt;/em&gt;&lt;/strong&gt;&lt;/p&gt; &lt;cite&gt;​&lt;/cite&gt; &lt;/blockquote&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block is-nested nest-right &quot; data-type=&quot;image&quot; style=&quot;width: 30%; text-align: center;&quot;&gt;&lt;div class=&quot;eb-image style-clear&quot;&gt; &lt;div class=&quot;eb-image-figure is-responsive&quot;&gt; &lt;a class=&quot;eb-image-viewport&quot;&gt; &lt;img src=&quot;images/easyblog_articles/1046/b2ap3_large_EOSC-logo.png&quot; /&gt; &lt;/a&gt; &lt;/div&gt; &lt;/div&gt;&lt;/div&gt; &lt;p&gt;&lt;span&gt;The Graph will be a key resource of the &lt;/span&gt;&lt;a href=&quot;https://www.openaire.eu/achieving-open-science-in-eosc&quot; class=&quot;&quot; title=&quot;&quot; target=&quot;_blank&quot; rel=&quot;noopener noreferrer&quot;&gt;European Open Science Cloud&lt;/a&gt;&lt;span&gt;, by providing the EOSC catalogue of all scientific products to support the synergic construction of a common scientific communication ecosystem in line with Open Science research life-cycle principles. Its aim is to contribute at the overall Open Access and Open Science mission, offering fertile ground for the realisation of value-added services such as discovery of content, monitoring Open Science within and across disciplines, and ultimately return scientific knowledge to the citizens, as a public good.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;text&quot; &gt;&lt;p&gt;&lt;span data-redactor-tag=&quot;span&quot; data-verified=&quot;redactor&quot; data-redactor-style=&quot;color: #E62565&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;We are not working alone:&lt;/strong&gt;&lt;/span&gt;&amp;nbsp;several other initiatives around the world are trying to materialise the Global Open Science Graph, bearing in mind different customers and target use-cases. Making such graphs interoperable is key to enable the synergic contribution to the Global Open Science Graph.&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;span&gt;The recently established &lt;/span&gt;&lt;a href=&quot;https://www.rd-alliance.org/open-science-graphs-fair-data-ig&quot; title=&quot;&quot; class=&quot;&quot;&gt;RDA Open Science Graphs for FAIR Data IG&lt;/a&gt;&lt;span&gt;&amp;nbsp;addresses such topics and involves major scientists, practitioners,&amp;nbsp;and initiatives in the field. More specifically, t&lt;/span&gt;&lt;span&gt;he following graph initiatives are already exchanging, or in the process of, metadata and links with the OpenAIRE Research Graph:&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;The &lt;a href=&quot;https://www.project-freya.eu/en/blogs/blogs/the-pid-graph&quot;&gt;FREYA PID graph&lt;/a&gt; built by the &lt;a href=&quot;https://www.project-freya.eu&quot; title=&quot;&quot; class=&quot;&quot;&gt;European Commission project FREYA&lt;/a&gt;&amp;nbsp;to materialize entities with PIDs and links between them;&lt;/li&gt;&lt;li&gt;The &lt;a href=&quot;http://researchgraph.org/&quot;&gt;ResearchGraph&lt;/a&gt;&amp;nbsp;built by the ResearchGraph Foundation (Australia) whose focus is linking research projects and research outcomes on the basis of co-authorship or other collaboration models such as joint funding and grants;&lt;/li&gt;&lt;li&gt;The &lt;a href=&quot;https://projects.tib.eu/orkg&quot;&gt;Open Research Knowledge Graph&lt;/a&gt;&amp;nbsp;built by the research team of TIB (Germany)&amp;nbsp;which focuses only on communicated content, e.g. semantics of science,&amp;nbsp;rather than the context e.g., people and institutions&lt;/li&gt;&lt;li&gt;&lt;a href=&quot;https://opencitations.net/&quot;&gt;The OpenCitations&lt;/a&gt;&amp;nbsp;graph&amp;nbsp;which focuses on&amp;nbsp;citation and relative semantics between publications.&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span&gt;&lt;br&gt;&lt;/span&gt;&lt;/p&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;text&quot; style=&quot;color: rgb(230, 37, 101);&quot;&gt;&lt;p&gt;&lt;strong data-redactor-tag=&quot;strong&quot; data-verified=&quot;redactor&quot;&gt;Useful links&amp;nbsp;&lt;/strong&gt;&lt;/p&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;text&quot; &gt;&lt;ul&gt;&lt;li&gt;&lt;a href=&quot;http://catalogue.openaire.eu/&quot; class=&quot;&quot;&gt;OpenAIRE catalogue of services&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=&quot;http://beta.explore.openaire.eu/&quot;&gt;OpenAIRE Research Graph Beta portal&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=&quot;https://zenodo.org/record/2600275#.XOqrIdMzZ24&quot;&gt;OpenAIRE Research Graph slides&lt;/a&gt;&lt;/li&gt;&lt;li&gt;OpenAIRE Research Graph Dumps: &lt;a href=&quot;https://zenodo.org/record/1438356#.XOqjVdMzZ24&quot;&gt;DOIBoost&lt;/a&gt;, &lt;a href=&quot;https://zenodo.org/record/2674330#.XOqkmNMzZ24&quot;&gt;Scholexplorer&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=&quot;https://zenodo.org/record/2643199#.XOqdstMzZ24&quot;&gt;OpenAIRE Research Graph Data model&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt; &lt;div class=&quot;ebd-block &quot; data-type=&quot;image&quot; style=&quot;text-align: center;&quot;&gt;&lt;div class=&quot;eb-image style-clear&quot;&gt; &lt;div class=&quot;eb-image-figure is-responsive&quot;&gt; &lt;a class=&quot;eb-image-viewport&quot;&gt; &lt;img src=&quot;images/easyblog_articles/1046/b2ap3_large_ORG.jpg&quot; /&gt; &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;eb-image-caption&quot; style=&quot;text-align:center;&quot;&gt; &lt;span&gt;The OpenAIRE Research Graph&lt;/span&gt; &lt;/div&gt; &lt;/div&gt;&lt;/div&gt; ", "author": { "@type": "Person", "url": "https://www.openaire.eu/blogs/blogger/pmanghi", "name": "Paolo Manghi", "image": "https://www.openaire.eu/media/com_easyblog/images/avatars/author.png" }} </script> </div> </div> <div> <script type="text/javascript">EasyBlog.ready(function($) { $('[data-post-print]').on('click', function(event) { var el = $(this), url = el.attr('href'); window.open(url, 'win2', 'status=no,toolbar=no,scrollbars=yes,titlebar=no,menubar=no,resizable=yes,width=640,height=480,directories=no,location=no'); // Prevent bubbling up. event.preventDefault(); }); }); </script><script type="text/javascript">EasyBlog.ready(function($) { var wrapper = $('[data-subscribe-cta]'); var subscribeButton = wrapper.find('[data-subscribe-button]'); var errorWrapper = 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