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.infobox-subbox{padding:0;border:none;margin:-3px;width:auto;min-width:100%;font-size:100%;clear:none;float:none;background-color:transparent}.mw-parser-output .infobox-3cols-child{margin:auto}.mw-parser-output .infobox .navbar{font-size:100%}@media screen{html.skin-theme-clientpref-night .mw-parser-output .infobox-full-data:not(.notheme)>div:not(.notheme)[style]{background:#1f1f23!important;color:#f8f9fa}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .infobox-full-data:not(.notheme) div:not(.notheme){background:#1f1f23!important;color:#f8f9fa}}@media(min-width:640px){body.skin--responsive .mw-parser-output .infobox-table{display:table!important}body.skin--responsive .mw-parser-output .infobox-table>caption{display:table-caption!important}body.skin--responsive .mw-parser-output .infobox-table>tbody{display:table-row-group}body.skin--responsive .mw-parser-output .infobox-table tr{display:table-row!important}body.skin--responsive .mw-parser-output .infobox-table th,body.skin--responsive .mw-parser-output .infobox-table td{padding-left:inherit;padding-right:inherit}}</style><table class="infobox"><tbody><tr><th colspan="2" class="infobox-above" style="background:#ddffcc">ACM Conference on Recommender Systems</th></tr><tr><th scope="row" class="infobox-label">Abbreviation</th><td class="infobox-data">RecSys</td></tr><tr><th scope="row" class="infobox-label"><a href="/wiki/List_of_academic_disciplines_and_sub-disciplines" class="mw-redirect" title="List of academic disciplines and sub-disciplines">Discipline</a></th><td class="infobox-data"><a href="/wiki/Recommender_Systems" class="mw-redirect" title="Recommender Systems">Recommender Systems</a></td></tr><tr><th colspan="2" class="infobox-header" style="background:#ddffcc">Publication details</th></tr><tr><th scope="row" class="infobox-label">Publisher</th><td class="infobox-data"><a href="/wiki/Association_for_Computing_Machinery" title="Association for Computing Machinery">ACM</a></td></tr><tr><th scope="row" class="infobox-label">History</th><td class="infobox-data">2007–present</td></tr><tr><th scope="row" class="infobox-label">Frequency</th><td class="infobox-data">Annual</td></tr></tbody></table> <p><b>ACM Conference on Recommender Systems</b> (ACM RecSys) is an A-ranked<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> peer-reviewed academic conference series about <a href="/wiki/Recommender_systems" class="mw-redirect" title="Recommender systems">recommender systems</a>. It is held annually in different locations,<sup id="cite_ref-:0_2-0" class="reference"><a href="#cite_note-:0-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> and organized by different organizers, but a Steering Committee<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> supervises the organization. The conference proceedings are published by the <a href="/wiki/Association_for_Computing_Machinery" title="Association for Computing Machinery">Association for Computing Machinery</a>.<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> Acceptance rates for full papers are typically below 20%.<sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> This conference series focuses on issues such as <a href="/wiki/Algorithm" title="Algorithm">algorithms</a>, <a href="/wiki/Machine_learning" title="Machine learning">machine learning</a>, <a href="/wiki/Human-computer_interaction" class="mw-redirect" title="Human-computer interaction">human-computer interaction</a>, and <a href="/wiki/Data_science" title="Data science">data science</a> from a <a href="/wiki/Multi-disciplinary" class="mw-redirect" title="Multi-disciplinary">multi-disciplinary</a> perspective. The conference community includes <a href="/wiki/Computer_scientists" class="mw-redirect" title="Computer scientists">computer scientists</a>, <a href="/wiki/Statisticians" class="mw-redirect" title="Statisticians">statisticians</a>, <a href="/wiki/Social_scientists" class="mw-redirect" title="Social scientists">social scientists</a>, <a href="/wiki/Psychologists" class="mw-redirect" title="Psychologists">psychologists</a>, and others. </p><p>The conference is sponsored every year by ten to 20 <a href="/wiki/Big_Tech" title="Big Tech">Big Tech</a> companies such as <a href="/wiki/Amazon.com" class="mw-redirect" title="Amazon.com">Amazon</a>, <a href="/wiki/Netflix" title="Netflix">Netflix</a>, <a href="/wiki/Meta_Platforms" title="Meta Platforms">Meta</a>, <a href="/wiki/Nvidia" title="Nvidia">Nvidia</a>, <a href="/wiki/Microsoft" title="Microsoft">Microsoft</a>, <a href="/wiki/Google" title="Google">Google</a>, and <a href="/wiki/Spotify" title="Spotify">Spotify</a>.<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> </p><p>While an <a href="/wiki/Academic_conference" title="Academic conference">academic conference</a>, RecSys attracts many practitioners and industry researchers, with industry attendance making up the majority of attendees,<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> this is also reflected in the authorship of research papers.<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> Many works published at the conference have direct impact on recommendation and personalization practice in industry<sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> affecting millions of users. </p><p>Recommender systems are pervasive in online systems, the conference provides opportunities for researchers and practitioners to address specific problems in various workshops in conjunction with the conference, topics include responsible recommendation,<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> causal reasoning,<sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup> and others. The workshop themes follow recent developments in the broader machine learning and human-computer interaction topics. </p><p>The conference is the host of the ACM <a href="/w/index.php?title=RecSys_Challenge&action=edit&redlink=1" class="new" title="RecSys Challenge (page does not exist)">RecSys Challenge</a>, a yearly competition in the spirit of the <a href="/wiki/Netflix_Prize" title="Netflix Prize">Netflix Prize</a> focussing on a specific recommendation problem. The Challenge has been organized by companies such as <a href="/wiki/Twitter" title="Twitter">Twitter</a>,<sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> and <a href="/wiki/Spotify" title="Spotify">Spotify</a>.<sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> Participation in the challenge is open to everyone and participation in it has become a means of showcasing ones skills in recommendations,<sup id="cite_ref-16" class="reference"><a href="#cite_note-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-17" class="reference"><a href="#cite_note-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> similar to <a href="/wiki/Kaggle" title="Kaggle">Kaggle</a> competitions. </p> <meta property="mw:PageProp/toc" /> <div class="mw-heading mw-heading2"><h2 id="Notable_Events">Notable Events</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=1" title="Edit section: Notable Events"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Netflix_Prize,_2009"><span id="Netflix_Prize.2C_2009"></span>Netflix Prize, 2009</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=2" title="Edit section: Netflix Prize, 2009"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The <a href="/wiki/Netflix_Prize" title="Netflix Prize">Netflix Prize</a> was a recommendation challenge organized by <a href="/wiki/Netflix" title="Netflix">Netflix</a> between 2006 and 2009. Shortly prior to ACM RecSys 2009, the winners of the Netflix Prize were announced.<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> At the 2009 conference, members of the winning team (Bellkor's Pragmatich Chaos) as well as representatives from Netflix convened in a panel on the lessons learnt from the Netflix Prize<sup id="cite_ref-20" class="reference"><a href="#cite_note-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="ByteDance_Paper,_2022"><span id="ByteDance_Paper.2C_2022"></span>ByteDance Paper, 2022</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=3" title="Edit section: ByteDance Paper, 2022"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>In 2022, at one of the workshops at the conference, a paper from <a href="/wiki/ByteDance" title="ByteDance">ByteDance</a>,<sup id="cite_ref-21" class="reference"><a href="#cite_note-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup> the company behind <a href="/wiki/TikTok" title="TikTok">TikTok</a>, described in detail how a recommendation algorithm for video worked. While the paper did not point out the algorithm as the one that generates TikTok's recommendations, the paper received significant attention in technology-focused media.<sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-23" class="reference"><a href="#cite_note-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-24" class="reference"><a href="#cite_note-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-25" class="reference"><a href="#cite_note-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="List_of_conferences">List of conferences</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=4" title="Edit section: List of conferences"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Past and future RecSys conferences include: </p> <table class="wikitable"> <tbody><tr> <th>Year </th> <th>Location </th> <th>Date </th> <th>General Chairs </th> <th>Link </th></tr> <tr> <td>2025 </td> <td><a href="/wiki/Prague,_Czech_Republic" class="mw-redirect" title="Prague, Czech Republic">Prague, Czech Republic</a> </td> <td>September 22-26 </td> <td><a href="/wiki/M%C3%A1ria_Bielikov%C3%A1" title="Mária Bieliková">Mária Bieliková</a>, <a href="/w/index.php?title=Pavel_Kordik&action=edit&redlink=1" class="new" title="Pavel Kordik (page does not exist)">Pavel Kordik</a>, <a href="/w/index.php?title=Markus_Schedl&action=edit&redlink=1" class="new" title="Markus Schedl (page does not exist)">Markus Schedl</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys25/">Website</a> </td></tr> <tr> <td>2024 </td> <td><a href="/wiki/Bari,_Italy" class="mw-redirect" title="Bari, Italy">Bari, Italy</a> </td> <td>October 14-18 </td> <td><a href="/w/index.php?title=Pasquale_Lops&action=edit&redlink=1" class="new" title="Pasquale Lops (page does not exist)">Pasquale Lops</a>, <a href="/w/index.php?title=Tommaso_Di_Noia&action=edit&redlink=1" class="new" title="Tommaso Di Noia (page does not exist)">Tommaso Di Noia</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys24/">Website</a> </td></tr> <tr> <td>2023 </td> <td><a href="/wiki/Singapore" title="Singapore">Singapore</a> </td> <td>September 18-22 </td> <td><a href="/w/index.php?title=Jie_Zhang_(computer_scientist)&action=edit&redlink=1" class="new" title="Jie Zhang (computer scientist) (page does not exist)">Jie Zhang</a>, <a href="/w/index.php?title=Li_Chen_(computer_scientist)&action=edit&redlink=1" class="new" title="Li Chen (computer scientist) (page does not exist)">Li Chen</a>, <a href="/w/index.php?title=Shlomo_Berkovsky&action=edit&redlink=1" class="new" title="Shlomo Berkovsky (page does not exist)">Shlomo Berkovsky</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys23/">Website</a> </td></tr> <tr> <td>2022 </td> <td><a href="/wiki/Seattle,_WA,_USA" class="mw-redirect" title="Seattle, WA, USA">Seattle, WA, USA</a> and <a href="/wiki/Virtual_event" title="Virtual event">online</a> </td> <td>September 18-23 </td> <td><a href="/wiki/Jen_Golbeck" title="Jen Golbeck">Jen Golbeck</a>, <a href="/w/index.php?title=Max_Harper&action=edit&redlink=1" class="new" title="Max Harper (page does not exist)">Max Harper</a>, <a href="/w/index.php?title=Vanessa_Murdock&action=edit&redlink=1" class="new" title="Vanessa Murdock (page does not exist)">Vanessa Murdock</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys22/">Website</a> </td></tr> <tr> <td>2021 </td> <td><a href="/wiki/Amsterdam,_the_Netherlands" class="mw-redirect" title="Amsterdam, the Netherlands">Amsterdam, the Netherlands</a> and <a href="/wiki/Virtual_event" title="Virtual event">online</a> </td> <td>September 27 - October 1 </td> <td><a href="/w/index.php?title=Martha_Larson&action=edit&redlink=1" class="new" title="Martha Larson (page does not exist)">Martha Larson</a>, <a href="/w/index.php?title=Martijn_Willemsen&action=edit&redlink=1" class="new" title="Martijn Willemsen (page does not exist)">Martijn Willemsen</a>, <a href="/w/index.php?title=Humberto_Corona_(computer_scientist)&action=edit&redlink=1" class="new" title="Humberto Corona (computer scientist) (page does not exist)">Humberto Corona</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys21/">Website</a> </td></tr> <tr> <td>2020 </td> <td><a href="/wiki/Virtual_event" title="Virtual event">Online</a> </td> <td>September 22-26 </td> <td><a href="/w/index.php?title=Leandro_Balby_Marinho&action=edit&redlink=1" class="new" title="Leandro Balby Marinho (page does not exist)">Leandro Balby Marinho</a>, <a href="/w/index.php?title=Rodrygo_Santos&action=edit&redlink=1" class="new" title="Rodrygo Santos (page does not exist)">Rodrygo Santos</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys20/">Website</a> </td></tr> <tr> <td>2019 </td> <td><a href="/wiki/Copenhagen,_Denmark" class="mw-redirect" title="Copenhagen, Denmark">Copenhagen, Denmark</a> </td> <td>September 16-20 </td> <td><a href="/w/index.php?title=Toine_Bogers&action=edit&redlink=1" class="new" title="Toine Bogers (page does not exist)">Toine Bogers</a>, <a href="/w/index.php?title=Alan_Said&action=edit&redlink=1" class="new" title="Alan Said (page does not exist)">Alan Said</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys19/">Website</a> </td></tr> <tr> <td>2018 </td> <td><a href="/wiki/Vancouver,_Canada" class="mw-redirect" title="Vancouver, Canada">Vancouver, Canada</a> </td> <td>October 2-7 </td> <td><a href="/w/index.php?title=Maria_Soledad_Pera&action=edit&redlink=1" class="new" title="Maria Soledad Pera (page does not exist)">Sole Pera</a>, <a href="/w/index.php?title=Michael_Ekstrand&action=edit&redlink=1" class="new" title="Michael Ekstrand (page does not exist)">Michael Ekstrand</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys18/">Website</a> </td></tr> <tr> <td>2017 </td> <td><a href="/wiki/Cernobbio" title="Cernobbio"> Cernobbio, Italy</a> </td> <td>August 27-31 </td> <td><a href="/w/index.php?title=Paolo_Cremonesi&action=edit&redlink=1" class="new" title="Paolo Cremonesi (page does not exist)">Paolo Cremonesi</a>, <a href="/w/index.php?title=Francesco_Ricci_(computer_scientist)&action=edit&redlink=1" class="new" title="Francesco Ricci (computer scientist) (page does not exist)">Francesco Ricci</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys17/">Website</a> </td></tr> <tr> <td>2016 </td> <td><a href="/wiki/Boston" title="Boston">Boston, MA, USA</a> </td> <td>September 15-19 </td> <td><a href="/w/index.php?title=Werner_Geyer&action=edit&redlink=1" class="new" title="Werner Geyer (page does not exist)">Werner Geyer</a>, <a href="/w/index.php?title=Shilad_Sen&action=edit&redlink=1" class="new" title="Shilad Sen (page does not exist)">Shilad Sen</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys16/">Website</a> </td></tr> <tr> <td>2015 </td> <td><a href="/wiki/Vienna,_Austria" class="mw-redirect" title="Vienna, Austria">Vienna, Austria</a> </td> <td>September 16-20 </td> <td><a href="/w/index.php?title=Hannes_Werthner&action=edit&redlink=1" class="new" title="Hannes Werthner (page does not exist)">Hannes Werthner</a><span class="noprint" style="font-size:85%; font-style: normal;"> [<a href="https://de.wikipedia.org/wiki/Hannes_Werthner" class="extiw" title="de:Hannes Werthner">de</a>]</span>, <a href="/w/index.php?title=Markus_Zanker&action=edit&redlink=1" class="new" title="Markus Zanker (page does not exist)">Markus Zanker</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys15/">Website</a> </td></tr> <tr> <td>2014 </td> <td><a href="/wiki/Foster_City,_California" title="Foster City, California"> Foster City, CA, USA</a> </td> <td>October 6-10 </td> <td><a href="/w/index.php?title=Alfred_Kobsa&action=edit&redlink=1" class="new" title="Alfred Kobsa (page does not exist)">Alfred Kobsa</a>, <a href="/w/index.php?title=Michelle_Zhou&action=edit&redlink=1" class="new" title="Michelle Zhou (page does not exist)">Michelle Zhou</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys14/">Website</a> </td></tr> <tr> <td>2013 </td> <td><a href="/wiki/Hong_Kong,_China" class="mw-redirect" title="Hong Kong, China">Hong Kong, China</a> </td> <td>October 12-16 </td> <td><a href="/w/index.php?title=Irwin_King&action=edit&redlink=1" class="new" title="Irwin King (page does not exist)">Irwin King</a>, <a href="/wiki/Qiang_Yang" title="Qiang Yang">Qiang Yang</a>, <a href="/w/index.php?title=Qing_Li_(computer_scientist)&action=edit&redlink=1" class="new" title="Qing Li (computer scientist) (page does not exist)">Qing Li</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys13/">Website</a> </td></tr> <tr> <td>2012 </td> <td><a href="/wiki/Dublin,_Ireland" class="mw-redirect" title="Dublin, Ireland">Dublin, Ireland</a> </td> <td>September 9-13 </td> <td><a href="/w/index.php?title=P%C3%A1draig_Cunningham&action=edit&redlink=1" class="new" title="Pádraig Cunningham (page does not exist)">Pádraig Cunningham</a>, <a href="/w/index.php?title=Neil_Hurley&action=edit&redlink=1" class="new" title="Neil Hurley (page does not exist)">Neil Hurley</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys12/">Website</a> </td></tr> <tr> <td>2011 </td> <td><a href="/wiki/Chicago" title="Chicago"> Chicago, IL, USA</a> </td> <td>October 23-27 </td> <td><a href="/w/index.php?title=Bamshad_Mobasher&action=edit&redlink=1" class="new" title="Bamshad Mobasher (page does not exist)">Bamshad Mobasher</a>, <a href="/w/index.php?title=Robin_Burke&action=edit&redlink=1" class="new" title="Robin Burke (page does not exist)">Robin Burke</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys11/">Website</a> </td></tr> <tr> <td>2010 </td> <td><a href="/wiki/Barcelona,_Spain" class="mw-redirect" title="Barcelona, Spain">Barcelona, Spain</a> </td> <td>September 26-30 </td> <td><a href="/w/index.php?title=Xavier_Amatriain&action=edit&redlink=1" class="new" title="Xavier Amatriain (page does not exist)">Xavier Amatriain</a>, <a href="/w/index.php?title=Marc_Torrens&action=edit&redlink=1" class="new" title="Marc Torrens (page does not exist)">Marc Torrens</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys10/">Website</a> </td></tr> <tr> <td>2009 </td> <td><a href="/wiki/New_York,_NY,_USA" class="mw-redirect" title="New York, NY, USA">New York, NY, USA</a> </td> <td>October 11-15 </td> <td><a href="/w/index.php?title=Lawrence_Bergman_(computer_scientist)&action=edit&redlink=1" class="new" title="Lawrence Bergman (computer scientist) (page does not exist)">Lawrence Bergman</a>, <a href="/wiki/Alexander_Tuzhilin" title="Alexander Tuzhilin">Alexander Tuzhilin</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys09/">Website</a> </td></tr> <tr> <td>2008 </td> <td><a href="/wiki/Lausanne,_Switzerland" class="mw-redirect" title="Lausanne, Switzerland">Lausanne, Switzerland</a> </td> <td>October 23-25 </td> <td><a href="/wiki/Pearl_Pu" title="Pearl Pu">Pearl Pu</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys08/">Website</a> </td></tr> <tr> <td>2007 </td> <td><a href="/wiki/Minneapolis" title="Minneapolis"> Minneapolis, MN, USA</a> </td> <td>September 19-20 </td> <td><a href="/wiki/Joseph_A._Konstan" title="Joseph A. Konstan"> Joe Konstan</a> </td> <td><a rel="nofollow" class="external text" href="https://recsys.acm.org/recsys07/">Website</a> </td></tr> </tbody></table> <div class="mw-heading mw-heading2"><h2 id="Key_Numbers_and_History">Key Numbers and History</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=5" title="Edit section: Key Numbers and History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <figure class="mw-default-size" typeof="mw:File/Thumb"><a href="/wiki/File:ACM_RecSys_Conference_Stats_(Acceptance_Rates;_Submissions;_...).png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/a/a6/ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png/220px-ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png" decoding="async" width="220" height="136" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/a/a6/ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png/330px-ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/a6/ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png/440px-ACM_RecSys_Conference_Stats_%28Acceptance_Rates%3B_Submissions%3B_...%29.png 2x" data-file-width="1334" data-file-height="824" /></a><figcaption>ACM RecSys Conference Stats (Acceptance Rates; Submissions; ...)</figcaption></figure> <p><br /> The ACM Recommender Systems Conference (RecSys) has experienced significant growth since its first event in 2007.<sup id="cite_ref-:0_2-1" class="reference"><a href="#cite_note-:0-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-26" class="reference"><a href="#cite_note-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup> The number of paper submissions has steadily increased over the years. From an initial 35 submissions in 2007, the conference has seen over 250 submissions annually in recent years. While the number of submissions has increased, the conference's acceptance rate has become more selective, declining from 46% in its inaugural year to a range of 17-24% in more recent editions. </p> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=6" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-1"><span class="mw-cite-backlink"><b><a href="#cite_ref-1">^</a></b></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://portal.core.edu.au/conf-ranks/28/">"ACM RecSys Conference Ranking by CORE"</a>. <i>portal.core.edu.au</i><span class="reference-accessdate">. Retrieved <span class="nowrap">2024-11-18</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=portal.core.edu.au&rft.atitle=ACM+RecSys+Conference+Ranking+by+CORE&rft_id=https%3A%2F%2Fportal.core.edu.au%2Fconf-ranks%2F28%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> <li id="cite_note-:0-2"><span class="mw-cite-backlink">^ <a href="#cite_ref-:0_2-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-:0_2-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://recsys.acm.org/#">"RecSys – ACM Recommender Systems"</a>. <i>RecSys</i><span class="reference-accessdate">. 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Retrieved <span class="nowrap">2023-02-13</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=%232+How+TikTok+Real+Time+Recommendation+algorithm+scales+to+billions%3F&rft_id=https%3A%2F%2Fwww.machinelearningatscale.com%2Fhow-tiktok-recommendation-algorithm-scales-to-billion%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> <li id="cite_note-23"><span class="mw-cite-backlink"><b><a href="#cite_ref-23">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.marktechpost.com/2022/11/14/computer-science-researchers-at-bytedance-developed-monolith-a-collisionless-optimised-embedding-table-for-deep-learning-based-real-time-recommendations-in-a-memory-efficient-way/">"Computer Science Researchers at Bytedance Developed Monolith: a Collisionless Optimised Embedding Table for Deep Learning-Based Real-Time Recommendations in a Memory-Efficient Way"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">2023-02-13</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Computer+Science+Researchers+at+Bytedance+Developed+Monolith%3A+a+Collisionless+Optimised+Embedding+Table+for+Deep+Learning-Based+Real-Time+Recommendations+in+a+Memory-Efficient+Way&rft_id=https%3A%2F%2Fwww.marktechpost.com%2F2022%2F11%2F14%2Fcomputer-science-researchers-at-bytedance-developed-monolith-a-collisionless-optimised-embedding-table-for-deep-learning-based-real-time-recommendations-in-a-memory-efficient-way%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> <li id="cite_note-24"><span class="mw-cite-backlink"><b><a href="#cite_ref-24">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://pub.towardsai.net/paper-review-monolith-towards-better-recommendation-systems-b58702be416a">"Paper Review Monolith: Towards Better Recommendation Systems"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">2023-02-13</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Paper+Review+Monolith%3A+Towards+Better+Recommendation+Systems&rft_id=https%3A%2F%2Fpub.towardsai.net%2Fpaper-review-monolith-towards-better-recommendation-systems-b58702be416a&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> <li id="cite_note-25"><span class="mw-cite-backlink"><b><a href="#cite_ref-25">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.nextplatform.com/2022/09/26/chinas-bytedance-intros-different-approach-to-recommendation-at-scale/">"CHINA'S BYTEDANCE INTROS DIFFERENT APPROACH TO RECOMMENDATION AT SCALE"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">2023-02-13</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=CHINA%27S+BYTEDANCE+INTROS+DIFFERENT+APPROACH+TO+RECOMMENDATION+AT+SCALE&rft_id=https%3A%2F%2Fwww.nextplatform.com%2F2022%2F09%2F26%2Fchinas-bytedance-intros-different-approach-to-recommendation-at-scale%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> <li id="cite_note-26"><span class="mw-cite-backlink"><b><a href="#cite_ref-26">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://recommender-systems.com/news/2023/09/06/acm-recsys-stats-paper-submissions/">"Stats on Submitted & Accepted Papers and Acceptance Rate at the ACM Recommender Systems Conference until 2023 – RS_c"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">2024-11-22</span></span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Stats+on+Submitted+%26+Accepted+Papers+and+Acceptance+Rate+at+the+ACM+Recommender+Systems+Conference+until+2023+%E2%80%93+RS_c&rft_id=https%3A%2F%2Frecommender-systems.com%2Fnews%2F2023%2F09%2F06%2Facm-recsys-stats-paper-submissions%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AACM+Conference+on+Recommender+Systems" class="Z3988"></span></span> </li> </ol></div></div> <div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=ACM_Conference_on_Recommender_Systems&action=edit&section=7" title="Edit section: External links"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><span class="official-website"><span class="url"><a rel="nofollow" class="external text" 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Operating Systems">ASPLOS</a></li> <li><a href="/wiki/Conference_on_Human_Factors_in_Computing_Systems" title="Conference on Human Factors in Computing Systems">CHI</a></li> <li><a href="/wiki/Conference_on_Information_and_Knowledge_Management" title="Conference on Information and Knowledge Management">CIKM</a></li> <li><a href="/wiki/Design_Automation_Conference" title="Design Automation Conference">DAC</a></li> <li><a href="/wiki/Distributed_Event-Based_Systems" title="Distributed Event-Based Systems">DEBS</a></li> <li><a href="/wiki/ACM_Conference_on_Fairness,_Accountability,_and_Transparency" title="ACM Conference on Fairness, Accountability, and Transparency">FAccT</a></li> <li><a href="/wiki/Federated_Computing_Research_Conference" title="Federated Computing Research Conference">FCRC</a></li> <li><a href="/wiki/Genetic_and_Evolutionary_Computation_Conference" title="Genetic and Evolutionary Computation Conference">GECCO</a></li> <li><a href="/wiki/Grace_Hopper_Celebration_of_Women_in_Computing" title="Grace Hopper Celebration of Women in Computing">GHC</a></li> <li><a href="/wiki/History_of_Programming_Languages" class="mw-redirect" title="History of Programming Languages">HOPL</a></li> <li><a href="/w/index.php?title=Hot_Chips_(symposium)&action=edit&redlink=1" class="new" title="Hot Chips (symposium) (page does not exist)">Hot Chips</a></li> <li><a href="/w/index.php?title=Conference_on_Hypertext_and_Hypermedia&action=edit&redlink=1" class="new" title="Conference on Hypertext and Hypermedia (page does not exist)">Hypertext</a></li> <li><a href="/wiki/Conference_on_Embedded_Networked_Sensor_Systems" title="Conference on Embedded Networked Sensor Systems">SenSys</a></li> <li><a href="/wiki/International_Symposium_on_Computer_Architecture" title="International Symposium on Computer Architecture">ISCA</a></li> <li><a href="/wiki/International_Symposium_on_Memory_Management" title="International Symposium on Memory Management">ISMM</a></li> <li><a href="/wiki/International_Symposium_on_Physical_Design" title="International Symposium on Physical Design">ISPD</a></li> <li><a href="/wiki/International_Symposium_on_Symbolic_and_Algebraic_Computation" title="International Symposium on Symbolic and Algebraic Computation">ISSAC</a></li> <li><a href="/wiki/Joint_Conference_on_Digital_Libraries" title="Joint Conference on Digital Libraries">JCDL</a></li> <li><a href="/wiki/International_Symposium_on_Microarchitecture" title="International Symposium on Microarchitecture">MICRO</a></li> <li><a href="/wiki/International_Conference_on_Mobile_Computing_and_Networking" title="International Conference on Mobile Computing and Networking">MobiCom</a></li> <li><a href="/wiki/Programming_Language_Design_and_Implementation" class="mw-redirect" title="Programming Language Design and Implementation">PLDI</a></li> <li><a href="/wiki/Symposium_on_Principles_of_Distributed_Computing" title="Symposium on Principles of 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Computational Geometry">SoCG</a></li> <li><a href="/wiki/Symposium_on_Discrete_Algorithms" title="Symposium on Discrete Algorithms">SODA</a></li> <li><a href="/wiki/Symposium_on_Operating_Systems_Principles" title="Symposium on Operating Systems Principles">SOSP</a></li> <li><a href="/wiki/Symposium_on_Parallelism_in_Algorithms_and_Architectures" title="Symposium on Parallelism in Algorithms and Architectures">SPAA</a></li> <li><a href="/wiki/SPLASH_(conference)" title="SPLASH (conference)">SPLASH</a></li> <li><a href="/wiki/Symposium_on_Theory_of_Computing" title="Symposium on Theory of Computing">STOC</a></li> <li><a href="/wiki/Richard_Tapia_Celebration_of_Diversity_in_Computing" title="Richard Tapia Celebration of Diversity in Computing">TAPIA</a></li> <li><a href="/wiki/ACM_Symposium_on_User_Interface_Software_and_Technology" title="ACM Symposium on User Interface Software and Technology">UIST</a></li> <li><a href="/wiki/ACM/IEEE_Virtual_Reality_International_Conference" 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