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The conference is sponsored by ACM SIGCHI and SIGWEB. User Modeling Inc., as the core Steering Committee, oversees the conference organization. UMAP operates under the ACM Conference Code of Conduct. ACM UMAP 2025 will bring together researchers, practitioners, and policymakers from around the world to discuss the latest developments in human-centered approaches to design and use AI systems that adapt to human needs while ensuring user control, fairness, accountability, transparency, inclusivity and sustainability. The accepted papers will be published in the conference proceedings, accessible through the ACM Digital Library. Topics of interest include but are not limited to Recommender systems Data mining techniques for user modeling, adaptation, and personalization Generative AI techniques for user modeling, adaptation, and personalization Large Language Models and Natural Language Processing methods for user modeling, adaptation and personalization Knowledge graphs, Linked data, and semantics for user modeling, adaptation, and personalization Intelligent user interfaces Intelligent and personalized e-learning applications and educational games Personalized behavior change and persuasive applications Modeling and adapting to human affective states Virtual assistants, conversational agents, personalization in augmented reality Group modeling and collaborative team formation Ethical issues of personalization and human-centered AI systems: Privacy, Fairness, Accountability, Transparency Creativity in User Modeling, Adaptation and Personalization Sustainability-aware methods and Sustainable Development Goals (SDGs) for user modeling, adaptation, and personalization Personalized approaches for preventing eco-chambers, user manipulation, and disinformation Research methods and reproducibility</pre><div class="alert alert-warning"> Last updated by <a href="/researcher/1">Dou Sun</a> in 2024-11-24</div> </div> </div>  <div class="portlet" id="yw2"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-thumbs-up"></i> Best Papers</div> </div> <div class="portlet-content"> <div id="yw3" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw3_c0">Year</th><th id="yw3_c1">Best Papers</th></tr> </thead> <tbody> <tr class="odd"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Personalized+Recommendation+of+PoIs+to+People+with+Autism">Personalized Recommendation of PoIs to People with Autism</a></td></tr> <tr class="even"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Predicting+User+Intents+and+Satisfaction+with+Dialogue-based+Conversational+Recommendations">Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations</a></td></tr> <tr class="odd"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=A+Stable+Personalised+Partner+Selection+for+Collaborative+Privacy+Education">A Stable Personalised Partner Selection for Collaborative Privacy Education</a></td></tr> <tr class="even"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=One+Size+Does+Not+Fit+All%3A+Badge+Behavior+in+QandA+Sites">One Size Does Not Fit All: Badge Behavior in QandA Sites</a></td></tr> <tr class="odd"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Effect+of+Values+and+Technology+Use+on+Exercise%3A+Implications+for+Personalized+Behavior+Change+Interventions">Effect of Values and Technology Use on Exercise: Implications for Personalized Behavior Change Interventions</a></td></tr> <tr class="even"> <td>2018</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Predict+Demographic+Information+Using+Word2vec+on+Spatial+Trajectories">Predict Demographic Information Using Word2vec on Spatial Trajectories</a></td></tr> <tr class="odd"> <td>2018</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Intent-aware+Item-based+Collaborative+Filtering+for+Personalised+Diversification">Intent-aware Item-based Collaborative Filtering for Personalised Diversification</a></td></tr> <tr class="even"> <td>2018</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Easy+to+Please%3A+Separating+User+Experience+from+Choice+Satisfaction">Easy to Please: Separating User Experience from Choice Satisfaction</a></td></tr> <tr class="odd"> <td>2017</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Experimental+Analysis+of+Mastery+Learning+Criteria">Experimental Analysis of Mastery Learning Criteria</a></td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/563"><span>4058</span><span>4059</span><span>4060</span><span>3508</span><span>3509</span><span>3510</span><span>3511</span><span>3512</span><span>3513</span></div> </div></div> </div> <div class="portlet" id="yw5"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-th"></i> Related Conferences</div> </div> <div class="portlet-content"> <div class="hidden-phone"> <div id="yw6" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw6_c0">CCF</th><th id="yw6_c1">CORE</th><th id="yw6_c2">QUALIS</th><th id="yw6_c3">Short</th><th id="yw6_c4">Full Name</th><th id="yw6_c5">Submission</th><th id="yw6_c6">Notification</th><th id="yw6_c7">Conference</th></tr> </thead> <tbody> <tr class="odd"> <td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">a2</span></td><td>SCA</td><td><a href="/conference/547">ACM SIGGRAPH/Eurographics Symposium on Computer Animation</a></td><td>2024-04-22</td><td>2024-06-16</td><td>2024-08-21</td></tr> <tr class="even"> <td></td><td></td><td></td><td>ICSED</td><td><a href="/conference/2495">International Conference on Software Engineering and Development</a></td><td>2024-12-05</td><td>2025-01-05</td><td>2025-05-20</td></tr> <tr class="odd"> <td></td><td></td><td></td><td>ECMFA</td><td><a href="/conference/181">European Conference on Modelling Foundations and Applications</a></td><td>2015-02-27</td><td>2015-04-17</td><td>2015-07-20</td></tr> <tr class="even"> <td></td><td></td><td></td><td>IoTaaS</td><td><a href="/conference/2799">EAI International Conference on IoT as a Service</a></td><td>2020-06-01</td><td>2020-08-01</td><td>2020-11-19</td></tr> <tr class="odd"> <td></td><td></td><td></td><td>CCL</td><td><a href="/conference/4814">China National Conference on Computational Linguistics</a></td><td>2025-04-22</td><td>2025-06-22</td><td>2025-08-11</td></tr> <tr class="even"> <td><span class="badge badge-warning">c</span></td><td></td><td></td><td>IH & MMSEC</td><td><a href="/conference/1171">ACM Workshop on Information Hiding and Multimedia Security</a></td><td>2025-02-28</td><td>2025-04-12</td><td>2025-06-18</td></tr> <tr class="odd"> <td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">a2</span></td><td>i3D</td><td><a href="/conference/280">ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games</a></td><td>2025-01-10</td><td>2025-02-14</td><td>2025-05-03</td></tr> <tr class="even"> <td></td><td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">b2</span></td><td>BIS</td><td><a href="/conference/237">International Conference on Business Information Systems</a></td><td>2012-12-01</td><td>2013-01-15</td><td>2013-06-19</td></tr> <tr class="odd"> <td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">b</span></td><td><span class="badge badge-warning">a2</span></td><td>MobileHCI</td><td><a href="/conference/1173">International Conference on Human-Computer Interaction with Mobile Devices and Services</a></td><td>2025-01-30</td><td>2025-05-29</td><td>2025-09-22</td></tr> <tr class="even"> <td></td><td></td><td></td><td>BSN</td><td><a href="/conference/2336">IEEE Conference on Body Sensor Networks</a></td><td>2017-11-06</td><td>2017-12-10</td><td>2018-03-04</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/563"><span>547</span><span>2495</span><span>181</span><span>2799</span><span>4814</span><span>1171</span><span>280</span><span>237</span><span>1173</span><span>2336</span></div> </div></div> <div class="visible-phone"> <div id="yw7" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw7_c0">Short</th><th id="yw7_c1">Full Name</th><th id="yw7_c2">Submission</th><th id="yw7_c3">Conference</th></tr> </thead> <tbody> <tr class="odd"> <td>SCA</td><td><a href="/conference/547">ACM SIGGRAPH/Eurographics Symposium on Computer Animation</a></td><td>2024-04-22</td><td>2024-08-21</td></tr> <tr class="even"> <td>ICSED</td><td><a href="/conference/2495">International Conference on Software Engineering and Development</a></td><td>2024-12-05</td><td>2025-05-20</td></tr> <tr class="odd"> <td>ECMFA</td><td><a href="/conference/181">European Conference on Modelling Foundations and Applications</a></td><td>2015-02-27</td><td>2015-07-20</td></tr> <tr class="even"> <td>IoTaaS</td><td><a href="/conference/2799">EAI International Conference on IoT as a Service</a></td><td>2020-06-01</td><td>2020-11-19</td></tr> <tr class="odd"> <td>CCL</td><td><a href="/conference/4814">China National Conference on Computational Linguistics</a></td><td>2025-04-22</td><td>2025-08-11</td></tr> <tr class="even"> <td>IH & MMSEC</td><td><a href="/conference/1171">ACM Workshop on Information Hiding and Multimedia Security</a></td><td>2025-02-28</td><td>2025-06-18</td></tr> <tr class="odd"> <td>i3D</td><td><a href="/conference/280">ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games</a></td><td>2025-01-10</td><td>2025-05-03</td></tr> <tr class="even"> <td>BIS</td><td><a href="/conference/237">International Conference on Business Information Systems</a></td><td>2012-12-01</td><td>2013-06-19</td></tr> <tr class="odd"> <td>MobileHCI</td><td><a href="/conference/1173">International Conference on Human-Computer Interaction with Mobile Devices and Services</a></td><td>2025-01-30</td><td>2025-09-22</td></tr> <tr class="even"> <td>BSN</td><td><a href="/conference/2336">IEEE Conference on Body Sensor Networks</a></td><td>2017-11-06</td><td>2018-03-04</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/563"><span>547</span><span>2495</span><span>181</span><span>2799</span><span>4814</span><span>1171</span><span>280</span><span>237</span><span>1173</span><span>2336</span></div> </div></div> </div> </div> <div class="portlet" id="yw8"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-file"></i> Related Journals</div> </div> <div class="portlet-content"> <div class="hidden-phone"> <div id="yw9" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw9_c0">CCF</th><th id="yw9_c1">Full Name</th><th id="yw9_c2">Impact Factor</th><th id="yw9_c3">Publisher</th><th id="yw9_c4">ISSN</th></tr> </thead> <tbody> <tr class="odd"> <td></td><td><a href="/journal/977">Interactive Technology and Smart Education</a></td><td></td><td>Emerald</td><td>1741-5659</td></tr> <tr class="even"> <td><span class="badge badge-warning">b</span></td><td><a href="/journal/692">INFORMS Journal on Computing</a></td><td>2.300</td><td>INFORMS</td><td>1091-9856</td></tr> <tr class="odd"> <td></td><td><a href="/journal/1177">Proceedings of the ACM on Management of Data</a></td><td></td><td>ACM</td><td>2836-6573</td></tr> <tr class="even"> <td></td><td><a href="/journal/978">International Journal of Computational Science and Engineering</a></td><td></td><td>Inderscience</td><td>1742-7185</td></tr> <tr class="odd"> <td><span class="badge badge-warning">c</span></td><td><a href="/journal/547">Theory of Computing Systems</a></td><td>0.600</td><td>Springer</td><td>1432-4350</td></tr> <tr class="even"> <td></td><td><a href="/journal/306">International Journal of E-Services and Mobile Applications</a></td><td> </td><td>IGI Global</td><td>1941-627X</td></tr> <tr class="odd"> <td><span class="badge badge-warning">c</span></td><td><a href="/journal/16">Concurrency and Computation: Practice and Experience</a></td><td>1.500</td><td>John Wiley & Sons, Ltd</td><td>1532-0634</td></tr> <tr class="even"> <td></td><td><a href="/journal/779">Frontiers in Robotics and AI</a></td><td>2.900</td><td>Frontiers Media S.A.</td><td>2296-9144</td></tr> <tr class="odd"> <td><span class="badge badge-warning">b</span></td><td><a href="/journal/27">IEEE Transaction on Communications</a></td><td>7.200</td><td>IEEE</td><td>0090-6778</td></tr> <tr class="even"> <td><span class="badge badge-warning">c</span></td><td><a href="/journal/44">IET Communications</a></td><td>1.500</td><td>IET</td><td>1751-8628</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/563"><span>977</span><span>692</span><span>1177</span><span>978</span><span>547</span><span>306</span><span>16</span><span>779</span><span>27</span><span>44</span></div> </div></div> <div class="visible-phone"> <div id="yw10" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw10_c0">Full Name</th><th 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Wiley & Sons, Ltd</td></tr> <tr class="even"> <td><a href="/journal/779">Frontiers in Robotics and AI</a></td><td>2.900</td><td>Frontiers Media S.A.</td></tr> <tr class="odd"> <td><a href="/journal/27">IEEE Transaction on Communications</a></td><td>7.200</td><td>IEEE</td></tr> <tr class="even"> <td><a href="/journal/44">IET Communications</a></td><td>1.500</td><td>IET</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/563"><span>977</span><span>692</span><span>1177</span><span>978</span><span>547</span><span>306</span><span>16</span><span>779</span><span>27</span><span>44</span></div> </div></div> </div> </div> <div class="portlet" id="yw11"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-eye-open"></i> Recommendation</div> </div> <div class="portlet-content"> <div align="center"> <script async src="//pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script>  <ins class="adsbygoogle" style="display:block" 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