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01-69-79.51l-438.9-1219.12 116.7-58.82 484.9 898.19c11 20.54 28.3 37 49.4 46.93 21.1 9.94 44.8 12.82 67.7 8.23l531.8-150.26" stroke="%23263238" stroke-miterlimit="10"/><path d="M10772.6 5060.75l-135.4 67.66" stroke="%23263238" stroke-width=".75" stroke-miterlimit="10"/><path d="M11810.9 4850.45s-74 74.06-37.1 129.53c21.8 32.04 38.5 67.32 49.3 104.54 0 0-30.4 74.06-6.1 74.06 24.4 0 12.2-55.47 55.5-42.97s86.3 86.25 49.4 110.94c-27.6 15.42-56.8 27.69-87.2 36.57a20.75 20.75 0 00-9.9 6.58c-2.6 3.11-4.2 6.9-4.6 10.92-.5 4.02.3 8.08 2.1 11.68 1.8 3.61 4.6 6.6 8.1 8.62 40.1 27.08 86.3 43.84 134.5 48.76 39.3.84 78.6-3.25 117-12.19 0 0 121.9-166.41 209.7-209.69 87.8-43.28 49.4-240.47 49.4-265.16 0-24.68-86.3-80.16-86.3-80.16s24.7-55.47-86.2-178.6c-111-123.13-320.7-148.12-326.8-104.84-2.1 11.46-.9 23.29 3.4 34.09a61.285 61.285 0 0021.3 26.87s-185-80.16-271.2 6.09c-86.3 86.25 215.7 284.36 215.7 284.36z" fill="%23263238" stroke="%23263238" stroke-miterlimit="10"/><path d="M11810.9 4850.45s150 182.87 372.2 200.55M11757.9 4906.23s69.8 202.98 358.4 260.89" stroke="%23fff" stroke-width=".5" stroke-linecap="round" stroke-linejoin="round"/></svg>" alt=""/><span class="styles-services-overview-item-label-2qM2Y">Services overview</span><span class="styles-services-overview-item-description-1SQ-o">Explore all CORE services</span></a></li><li class="styles-group-3_h4T"><h3 id="access-to-raw-data-title" class="styles-group-title-1v3Na">Access to raw data</h3><ul class="styles-group-list-37aX1" aria-labelledby="access-to-raw-data-title"><li class="styles-item-34TYT"><a class="styles-item-link--QpIs" href="/services/api">API</a></li><li class="styles-item-34TYT"><a class="styles-item-link--QpIs" href="/services/dataset">Dataset</a></li><li class="styles-item-34TYT"><a class="styles-item-link--QpIs" href="/services/fastsync">FastSync</a></li></ul></li><li class="styles-group-3_h4T"><h3 id="content-discovery-title" class="styles-group-title-1v3Na">Content discovery</h3><ul 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class="styles-group-title-1v3Na">Innovations</h3><ul class="styles-group-list-37aX1" aria-labelledby="innovations-title"><li class="styles-item-34TYT"><a class="styles-item-link--QpIs" href="/about/research-outputs">Our research</a></li><li class="styles-item-34TYT"><a class="styles-item-link--QpIs" href="/innovations/labs">Labs</a></li></ul></li></ul></div></nav></header><div id="content"><main class="article styles_servicePage__1MuCf"><div class="styles_layout__2NtMC styles_unset-bottom__2HwiL"><section class="styles_container__3Krg3 styles_header__2XIHz" id="header"><div><div class="styles_meta__37u8W"><img class="styles_icon__1ohFz" src="https://oacore.github.io/content//images/services/recommender.svg" alt="CORE Recommender"/><h1 class="styles_title__rEOT5">CORE Recommender</h1></div><div class=""><div class="styles_description__m6yQx"><p>A leading research papers recommendation solution. Get instant recommendations and discover articles of interest from across the network.</p></div></div><div class="styles_group__skPZ9"><a class="button-button-3fr3r button-contained-pmIp-" href="#additional">Install</a><a class="button-button-3fr3r button-text-2Jjil" href="https://oacore.github.io/content//images/pdfs/core_flyer_recomender.pdf" target="_blank">Download our flyer</a></div></div><div><img class="styles_logo__1QCqW" src="https://oacore.github.io/content//images/services/profiles.svg" alt="logo"/></div></section><section class="styles_container__3Krg3 styles_features__27ysC" id="features"><div class="styles_feature__lUH6q"><h6 class="styles_feature-title__2YtKo">Discoverability</h6><p>Make your repository content more discoverable from across the global network of CORE data providers.</p></div><div class="styles_feature__lUH6q"><h6 class="styles_feature-title__2YtKo">Relevant content</h6><p>Support users in finding articles relevant to their interests.</p></div><div class="styles_feature__lUH6q"><h6 class="styles_feature-title__2YtKo">Ease of use</h6><p>Easy installation to all repositories, journals and web interfaces.</p></div><div class="styles_feature__lUH6q"><h6 class="styles_feature-title__2YtKo">Free access</h6><p>We provide our recommendation service for free.</p></div></section><section class="styles_container__3Krg3 styles_how-it-works__J4JOB" id="how-it-works"><div><img src="https://oacore.github.io/content//images/services/work.svg" alt="How it works"/></div><article class="styles_content__1I8j6"><h3>How it works</h3><p>The recommender is a plugin for repositories, journal systems and web interfaces that provides suggestions on relevant articles to the one currently displayed. Its purpose is to support users in discovering articles of interest from across the network of open access repositories. We have validated that all recommended articles are free to read and can be accessed without a paywall. Thus, the CORE Recommender increases the visibility of open access content. Being open should pay off!</p></article></section><section class="styles_container__3Krg3 styles_main__tCFOx" id="testimonial"><article class="styles_testimonial__19t0E"><div class="styles_header__3Ub3p"><img src="https://oacore.github.io/content//images/services/smith.jpg" alt="Arthur Smith" class="styles_picture__2hAPQ"/><div class="styles_info__1zWVY"><p>Arthur Smith</p><div class="styles_info-role__1j0u9"><p>Deputy Manager of Scholarly Communication (Open Access), Cambridge University</p></div></div></div><div class="styles_content__1I8j6"><p>CORE Recommender is an essential part of the evolving open infrastructure, which surfaces not just the content in our repository, but the entire open literature. Recommender greatly enhances the functionality of our repository and provides our users with topical open resources that are only a click away.</p></div></article><div><section id="undefined-details" class="accordion_accordion-item__4Hahi accordion_card__a_yPg card"><div class="accordion_accordion-header__2tLV2 accordion_card-header__1LLNq card-header"><h4 class="accordion_accordion-title__3FwHh"><a href="#undefined-details" class="accordion_accordion-link__1dJyO card-link">Where to start?</a></h4></div><div class="collapse"><div class="accordion_card-body__3roXG card-body"><p>For those with access to the CORE Repository Dashboard - the Recommender installation guidelines and an installation key can be accessed via the Dashboard. Log into the Dashboard and then choose the tab Get the recommender.</p><p>Otherwise, visit our registration page to gain access to the Recommender.</p><p>Find out more about the CORE Recommender in our blog post and in our research section.</p></div></div></section><section id="undefined-details" class="accordion_accordion-item__4Hahi accordion_card__a_yPg card"><div class="accordion_accordion-header__2tLV2 accordion_card-header__1LLNq card-header"><h4 class="accordion_accordion-title__3FwHh"><a href="#undefined-details" class="accordion_accordion-link__1dJyO card-link">How can I download the CORE Recommender?</a></h4></div><div class="collapse"><div class="accordion_card-body__3roXG card-body"><p>If you have access to the CORE Repositories Dashboard, log into the CORE Repository Dashboard and you will get the instructions on how to download the CORE Recommender. Otherwise, visit our recommender registration page, where you will also find the installation instructions. Repository managers are highly recommended to use the CORE Repositories Dashboard.</p></div></div></section><div class="styles_note__2EZDu"><p>If you use CORE in your work, we kindly request you to cite one of our publications.</p></div><a class="button-button-3fr3r button-outlined-3dJXM styles_action__IzsyU" href="https://core.ac.uk/about/research-outputs">cite publication</a></div></section><section class="styles_container__3Krg3 styles_what-is-included__3gMEq" id="what-is-included"><div class="styles_section__1Hi2V"><h3>What鈥檚 included</h3><p>Our free membership provides you with:</p><ul><li>Recommendations of full text items in open access repositories, journals or webpages.</li><li>Recommendations based on metadata records or full text items or both.</li><li>A user feedback system that improves the recommendation accuracy.</li></ul><ul></ul></div><img src="https://oacore.github.io/content//images/services/delivery.svg" alt="What鈥檚 included"/></section></div><div class="styles_layout__2NtMC styles_unset-top__3zG8S"><section class="styles_container__3Krg3 styles_additional__10z_9" id="additional"><img src="https://oacore.github.io/content//images/services/recommender2.png" alt="Uniqueness of the CORE Recommender"/><div class="styles_section__1Hi2V"><h3>Uniqueness of the CORE Recommender</h3><ul><li>We ensure that the recommended articles are available open access, ensuring that what gets recommended can also be freely read.</li><li>Our state-of-the-art recommendation algorithm makes use of article full texts, not just metadata, in addition to a wide range of other features. Read more on how the algorithm works in our <a target="_blank" href="/about/research-outputs">research</a> section.</li></ul><div class="styles_group__-nkex"><div><a class="button-button-3fr3r button-contained-pmIp- styles_action__IzsyU" href="/services/repository-dashboard">Install via Repository Dashboard</a></div><div><a class="button-button-3fr3r button-outlined-3dJXM styles_action__IzsyU" href="/about#contact">Contact us to install</a></div></div></div></section><section class="styles_container__3Krg3" id="related-services"><h3>You might be also interested in</h3><div class="styles_services__3SEEq"><a class="styles_service__1q4Hq" href="discovery"><img class="styles_image__3l06n" src="https://oacore.github.io/content//images/services/discovery.svg" alt="CORE Discovery"/><div class="styles_title__enoFr"><p>CORE Discovery</p></div></a><a class="styles_service__1q4Hq" href="/"><img class="styles_image__3l06n" src="https://oacore.github.io/content//images/services/search.svg" alt="CORE Search"/><div class="styles_title__enoFr"><p>CORE Search</p></div></a><a class="styles_service__1q4Hq" href="repository-dashboard"><img class="styles_image__3l06n" src="https://oacore.github.io/content//images/services/repository-dashboard.svg" alt="CORE Repository Dashboard"/><div class="styles_title__enoFr"><p>CORE Repository Dashboard</p></div></a><a class="styles_service__1q4Hq" href="api"><img class="styles_image__3l06n" src="https://oacore.github.io/content//images/services/api.svg" alt="CORE API"/><div class="styles_title__enoFr"><p>CORE API</p></div></a></div></section></div></main></div><footer class="footer-footer-7joNV" id="footer"><div class="footer-container-1XrUr"><div class="footer-section-logos-1_Ejr"><div class="footer-logos-28CCb"><a href="https://www.open.ac.uk"><svg class="icon-icon-35iz- footer-footer-main-logo-1jMdX" role="img" aria-label="Ou logo" width="24" height="24"><use href="/design/icons.svg#ou-logo"></use></svg></a></div><p>CORE is a 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