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overflow:hidden; } .header-main-area {background-image: url("https://hangingtogether.org/wp-content/uploads/2018/02/banner-dark.png");} .site-description { color:#ccc;} </style> </head> <body class="archive category category-data-science category-189 hitmag-full-width group-blog hfeed th-right-sidebar"> <div id="page" class="site hitmag-wrapper"> <a class="skip-link screen-reader-text" href="#content">Skip to content</a> <header id="masthead" class="site-header" role="banner"> <div class="header-main-area"> <div class="hm-container"> <div class="site-branding"> <div class="site-branding-content"> <div class="hm-logo"> </div> <div class="hm-site-title"> <p class="site-title"><a href="https://hangingtogether.org/" rel="home">Hanging Together</a></p> <p class="site-description">the OCLC Research blog</p> </div> </div> </div> </div> </div> <div class="hm-nav-container"> <nav id="site-navigation" class="main-navigation" role="navigation"> <div class="hm-container"> <div 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method="get" class="search-form" action="https://hangingtogether.org/"> <label> <span class="screen-reader-text">Search for:</span> <input type="search" class="search-field" placeholder="Search …" value="" name="s" /> </label> <input type="submit" class="search-submit" value="Search" /> </form> </div> </div> </div> </nav> <a href="#" class="navbutton" id="main-nav-button">Main Menu</a> <div class="responsive-mainnav"></div> </div> </header> <div id="content" class="site-content"> <div class="hm-container"> <div id="primary" class="content-area"> <main id="main" class="site-main" role="main"> <header class="page-header"> <h1 class="page-title arc-page-title">Data Science</h1> </header> <div class="posts-wrap th-list-posts"> <article id="post-14742" class="hitmag-post post-14742 post type-post status-publish format-standard has-post-thumbnail hentry category-collaboration category-data-science category-research-data-management category-oclc-rlp category-research-support tag-building-for-the-future"> <a href="https://hangingtogether.org/building-state-of-the-art-library-services-through-collaboration/" title="Building state-of-the-art library services through collaboration"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2024/06/markus-spiske-MbG7kwWptII-unsplash-2-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="Two hands making a fist bump" decoding="async" fetchpriority="high" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/collaboration/" rel="category tag">Collaboration</a> / <a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/research-data-management/" rel="category tag">Research Data Management</a> / <a href="https://hangingtogether.org/category/oclc-rlp/" rel="category tag">Research Library Partnership</a> / <a href="https://hangingtogether.org/category/research-support/" rel="category tag">Research support</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/building-state-of-the-art-library-services-through-collaboration/" rel="bookmark">Building state-of-the-art library services through collaboration</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/building-state-of-the-art-library-services-through-collaboration/" rel="bookmark"><time class="entry-date published" datetime="2024-06-26T04:54:45-07:00">June 26, 2024</time><time class="updated" datetime="2024-06-26T06:45:06-07:00">June 26, 2024</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/rebecca/">Rebecca Bryant</a></span></span> </div> </header> <div class="entry-summary"> <p>Research libraries are changing fast, requiring collaboration, adaptability, and responsibility. Hear what we learned from transcontinental discussions with librarians about the future of research libraries, facilitated by OCLC and LIBER.</p> <a href="https://hangingtogether.org/building-state-of-the-art-library-services-through-collaboration/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-14652" class="hitmag-post post-14652 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science category-oclc-rlp tag-building-for-the-future"> <a href="https://hangingtogether.org/de-rol-van-ai-en-machine-learning-in-de-toekomst-van-bibliotheken/" title="De rol van AI en machine learning in de toekomst van bibliotheken"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2024/05/Firefly-Library-in-a-bustling-European-city-filled-with-books-screens-people-and-data.-Hyper-rea-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="User walking through library stacks, with transparent imagery of thoughts, data, and more arching across shelves." decoding="async" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/oclc-rlp/" rel="category tag">Research Library Partnership</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/de-rol-van-ai-en-machine-learning-in-de-toekomst-van-bibliotheken/" rel="bookmark">De rol van AI en machine learning in de toekomst van bibliotheken</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/de-rol-van-ai-en-machine-learning-in-de-toekomst-van-bibliotheken/" rel="bookmark"><time class="entry-date published" datetime="2024-05-29T15:07:04-07:00">May 29, 2024</time><time class="updated" datetime="2024-06-03T07:39:40-07:00">June 3, 2024</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/rebecca/">Rebecca Bryant</a></span></span> </div> </header> <div class="entry-summary"> <p>Lees meer over mogelijke toepassingen van AI in bibliotheken en de rol van bibliotheekmedewerkers in verantwoorde AI-praktijken: een samenvatting van de vorige interactieve OCLC-LIBER-sessie.</p> <a href="https://hangingtogether.org/de-rol-van-ai-en-machine-learning-in-de-toekomst-van-bibliotheken/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-14451" class="hitmag-post post-14451 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science category-oclc-rlp tag-building-for-the-future"> <a href="https://hangingtogether.org/imagining-library-futures-using-ai-and-machine-learning/" title="Imagining library futures using AI and machine learning"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2024/05/Firefly-Library-in-a-bustling-European-city-filled-with-books-screens-people-and-data.-Hyper-rea-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="User walking through library stacks, with transparent imagery of thoughts, data, and more arching across shelves." decoding="async" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/oclc-rlp/" rel="category tag">Research Library Partnership</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/imagining-library-futures-using-ai-and-machine-learning/" rel="bookmark">Imagining library futures using AI and machine learning</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/imagining-library-futures-using-ai-and-machine-learning/" rel="bookmark"><time class="entry-date published" datetime="2024-05-23T06:00:00-07:00">May 23, 2024</time><time class="updated" datetime="2024-05-29T15:11:36-07:00">May 29, 2024</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/rebecca/">Rebecca Bryant</a></span></span> </div> </header> <div class="entry-summary"> <p>Read about potential AI library use cases, and how libraries can responsibly act, distilled from an OCLC-LIBER joint event. </p> <a href="https://hangingtogether.org/imagining-library-futures-using-ai-and-machine-learning/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-13286" class="hitmag-post post-13286 post type-post status-publish format-standard has-post-thumbnail hentry category-collaboration category-data-science category-research-data-management category-oclc-rlp category-research-support tag-building-for-the-future"> <a href="https://hangingtogether.org/building-for-the-future-kicking-off-the-oclc-liber-discussion-series/" title="Building for the future: Kicking off the OCLC – LIBER discussion series"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2023/10/Rijks-290x220.png" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/collaboration/" rel="category tag">Collaboration</a> / <a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/research-data-management/" rel="category tag">Research Data Management</a> / <a href="https://hangingtogether.org/category/oclc-rlp/" rel="category tag">Research Library Partnership</a> / <a href="https://hangingtogether.org/category/research-support/" rel="category tag">Research support</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/building-for-the-future-kicking-off-the-oclc-liber-discussion-series/" rel="bookmark">Building for the future: Kicking off the OCLC – LIBER discussion series</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/building-for-the-future-kicking-off-the-oclc-liber-discussion-series/" rel="bookmark"><time class="entry-date published" datetime="2023-10-27T01:18:00-07:00">October 27, 2023</time><time class="updated" datetime="2023-11-04T14:21:18-07:00">November 4, 2023</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/rebecca/">Rebecca Bryant</a></span></span> </div> </header> <div class="entry-summary"> <p>The following post is part of an ongoing series about the OCLC-LIBER “Building for the future” program. We are living in an era of unprecedented change. In this challenging environment, research libraries … </p> <a href="https://hangingtogether.org/building-for-the-future-kicking-off-the-oclc-liber-discussion-series/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-12806" class="hitmag-post post-12806 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science category-metadata-2 tag-artificial-intelligence"> <a href="https://hangingtogether.org/machine-learning-and-worldcat-improving-records-for-cataloging-and-discovery/" title="Machine Learning and WorldCat: improving records for cataloging and discovery"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2023/06/agence-olloweb-d9ILr-dbEdg-unsplash-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/metadata-2/" rel="category tag">Metadata</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/machine-learning-and-worldcat-improving-records-for-cataloging-and-discovery/" rel="bookmark">Machine Learning and WorldCat: improving records for cataloging and discovery</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/machine-learning-and-worldcat-improving-records-for-cataloging-and-discovery/" rel="bookmark"><time class="entry-date published" datetime="2023-08-14T07:55:43-07:00">August 14, 2023</time><time class="updated" datetime="2023-08-14T12:42:12-07:00">August 14, 2023</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/merrilee/">Merrilee Proffitt</a></span></span><span class="meta-sep"> - </span><span class="comments-link"><a href="https://hangingtogether.org/machine-learning-and-worldcat-improving-records-for-cataloging-and-discovery/#comments">2 Comments.</a></span> </div> </header> <div class="entry-summary"> <p>This blog post was written by Jenny Toves, Senior Technical Manager, OCLC Data Science and Analytics.  Any system aggregating data from thousands of sources needs sophisticated processes that mitigate duplication* … </p> <a href="https://hangingtogether.org/machine-learning-and-worldcat-improving-records-for-cataloging-and-discovery/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-10395" class="hitmag-post post-10395 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science category-linked-data category-metadata-2"> <a href="https://hangingtogether.org/how-marc-can-sparql/" title="How MARC can SPARQL!"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2022/02/maksym-kaharlytskyi-Q9y3LRuuxmg-unsplash-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/linked-data/" rel="category tag">Linked Data</a> / <a href="https://hangingtogether.org/category/metadata-2/" rel="category tag">Metadata</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/how-marc-can-sparql/" rel="bookmark">How MARC can SPARQL!</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/how-marc-can-sparql/" rel="bookmark"><time class="entry-date published" datetime="2022-02-23T06:37:00-08:00">February 23, 2022</time><time class="updated" datetime="2022-02-22T18:10:10-08:00">February 22, 2022</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/jeff/">Jeff Mixter</a></span></span> </div> </header> <div class="entry-summary"> <p>The following post was written by Jeff Young with contributions from Jeff Mixter. Analyzing MARC data for quality assurance can be a challenging task. This problem becomes exponentially more difficult when … </p> <a href="https://hangingtogether.org/how-marc-can-sparql/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-9984" class="hitmag-post post-9984 post type-post status-publish format-standard has-post-thumbnail hentry category-archives category-data-science tag-oclcresearch tag-nafan"> <a href="https://hangingtogether.org/connecting-ead-headings-to-controlled-vocabularies/" title="Connecting EAD headings to controlled vocabularies"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2021/12/persname-sources-290x220.png" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="Top 10 persname source attribute values" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/archives/" rel="category tag">Archives and Special Collections</a> / <a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/connecting-ead-headings-to-controlled-vocabularies/" rel="bookmark">Connecting EAD headings to controlled vocabularies</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/connecting-ead-headings-to-controlled-vocabularies/" rel="bookmark"><time class="entry-date published" datetime="2022-01-06T07:01:00-08:00">January 6, 2022</time><time class="updated" datetime="2022-01-05T12:03:30-08:00">January 5, 2022</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/bruce/">Bruce Washburn</a></span></span> </div> </header> <div class="entry-summary"> <p>Are EAD content headings associated with controlled vocabularies, or can they be? For names of people, families, organizations, subjects, places, and genre forms, the EAD Tag Analysis conducted by OCLC … </p> <a href="https://hangingtogether.org/connecting-ead-headings-to-controlled-vocabularies/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-9414" class="hitmag-post post-9414 post type-post status-publish format-standard has-post-thumbnail hentry category-archives category-data-science tag-nafan"> <a href="https://hangingtogether.org/how-well-does-ead-tag-usage-support-finding-aid-discovery/" title="How well does EAD tag usage support finding aid discovery?"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2021/07/image-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/archives/" rel="category tag">Archives and Special Collections</a> / <a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/how-well-does-ead-tag-usage-support-finding-aid-discovery/" rel="bookmark">How well does EAD tag usage support finding aid discovery?</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/how-well-does-ead-tag-usage-support-finding-aid-discovery/" rel="bookmark"><time class="entry-date published" datetime="2021-07-28T07:03:00-07:00">July 28, 2021</time><time class="updated" datetime="2021-08-09T13:01:28-07:00">August 9, 2021</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/bruce/">Bruce Washburn</a></span></span><span class="meta-sep"> - </span><span class="comments-link"><a href="https://hangingtogether.org/how-well-does-ead-tag-usage-support-finding-aid-discovery/#comments">7 Comments.</a></span> </div> </header> <div class="entry-summary"> <p>In November, we shared information with you about the Building a National Finding Aid Network project (NAFAN). This is a two-year research and demonstration project to build the foundation for a (US) national … </p> <a href="https://hangingtogether.org/how-well-does-ead-tag-usage-support-finding-aid-discovery/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-9342" class="hitmag-post post-9342 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science"> <a href="https://hangingtogether.org/filling-our-cups-at-the-home-office-water-cooler/" title="Filling our cups at the home office water cooler"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2021/06/teams3-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="Coffee cup and computer attention graphic" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/filling-our-cups-at-the-home-office-water-cooler/" rel="bookmark">Filling our cups at the home office water cooler</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/filling-our-cups-at-the-home-office-water-cooler/" rel="bookmark"><time class="entry-date published" datetime="2021-06-15T11:01:04-07:00">June 15, 2021</time><time class="updated" datetime="2021-06-21T12:18:12-07:00">June 21, 2021</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/andrew/">Andrew K. Pace</a></span></span><span class="meta-sep"> - </span><span class="comments-link"><a href="https://hangingtogether.org/filling-our-cups-at-the-home-office-water-cooler/#comments">6 Comments.</a></span> </div> </header> <div class="entry-summary"> <p>A few weeks ago I learned that Crystal, an OCLC colleague I barely knew, loves to play board games, that she and her husband  just became empty nesters (like my … </p> <a href="https://hangingtogether.org/filling-our-cups-at-the-home-office-water-cooler/" class="th-readmore">Read More</a> </div> </div> </article> <article id="post-7445" class="hitmag-post post-7445 post type-post status-publish format-standard has-post-thumbnail hentry category-collective-collections category-data-science category-linked-data category-wikimedia"> <a href="https://hangingtogether.org/exploring-canadiana-a-use-case-for-wikidata/" title="Exploring Canadiana: A Use Case for Wikidata"> <div class="archive-thumb"> <img width="290" height="220" src="https://hangingtogether.org/wp-content/uploads/2019/08/maple-leaves-290x220.jpg" class="attachment-hitmag-list size-hitmag-list wp-post-image" alt="" decoding="async" loading="lazy" /> </div> </a> <div class="archive-content"> <header class="entry-header"> <div class="cat-links"><a href="https://hangingtogether.org/category/collective-collections/" rel="category tag">Collective Collections</a> / <a href="https://hangingtogether.org/category/data-science/" rel="category tag">Data Science</a> / <a href="https://hangingtogether.org/category/linked-data/" rel="category tag">Linked Data</a> / <a href="https://hangingtogether.org/category/wikimedia/" rel="category tag">Wikimedia</a></div><h3 class="entry-title"><a href="https://hangingtogether.org/exploring-canadiana-a-use-case-for-wikidata/" rel="bookmark">Exploring Canadiana: A Use Case for Wikidata</a></h3> <div class="entry-meta"> <span class="posted-on"><a href="https://hangingtogether.org/exploring-canadiana-a-use-case-for-wikidata/" rel="bookmark"><time class="entry-date published" datetime="2019-08-15T08:15:00-07:00">August 15, 2019</time><time class="updated" datetime="2020-09-03T15:53:15-07:00">September 3, 2020</time></a></span><span class="meta-sep"> - </span><span class="byline"> by <span class="author vcard"><a class="url fn n" href="https://hangingtogether.org/author/brian/">Brian Lavoie</a></span></span> </div> </header> <div class="entry-summary"> <p>My colleagues Jean Godby, Karen Smith-Yoshimura, and Bruce Washburn, along with a host of partners, have just released Creating Library Linked Data with Wikibase: Lessons Learned from Project Passage, a … </p> <a href="https://hangingtogether.org/exploring-canadiana-a-use-case-for-wikidata/" class="th-readmore">Read More</a> </div> </div> </article></div> <nav class="navigation pagination" aria-label="Posts pagination"> <h2 class="screen-reader-text">Posts pagination</h2> <div class="nav-links"><span aria-current="page" class="page-numbers current">1</span> <a class="page-numbers" href="https://hangingtogether.org/category/data-science/page/2/">2</a> <a class="next page-numbers" href="https://hangingtogether.org/category/data-science/page/2/">Next</a></div> </nav> </main> </div> <aside id="secondary" class="widget-area" role="complementary"> <div class="theiaStickySidebar"> <section id="custom_html-2" class="widget_text widget widget_custom_html"><h4 class="widget-title">OCLC Research</h4><div class="textwidget custom-html-widget"><div class="sidebarcallout"> Hanging Together is the blog of OCLC Research. 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