{"id":282,"date":"2024-10-23T15:51:19","date_gmt":"2024-10-23T15:51:19","guid":{"rendered":"https:\/\/www.um.org\/umap2025\/?page_id=282"},"modified":"2025-03-05T16:55:39","modified_gmt":"2025-03-05T16:55:39","slug":"call-for-full-short-papers","status":"publish","type":"page","link":"https:\/\/www.um.org\/umap2025\/call-for-full-short-papers\/","title":{"rendered":"Call for Full and Short Papers"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"282\" class=\"elementor elementor-282\">\n\t\t\t\t<div class=\"elementor-element elementor-element-281368a5 e-con-full e-flex e-con e-parent\" data-id=\"281368a5\" data-element_type=\"container\" id=\"umap-home-image\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-667ccbe5 e-con-full umap-title e-flex e-con e-parent\" data-id=\"667ccbe5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58cb84bb elementor-widget elementor-widget-heading\" data-id=\"58cb84bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Call for Full and Short Papers<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-208869ab e-con-full e-flex e-con e-parent\" data-id=\"208869ab\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc6ee27 elementor-widget elementor-widget-spacer\" data-id=\"2dc6ee27\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24c0d050 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"24c0d050\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca4c682 elementor-alert-info elementor-widget elementor-widget-alert\" data-id=\"ca4c682\" data-element_type=\"widget\" data-widget_type=\"alert.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-alert\" role=\"alert\">\n\n\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-alert-description\">UMAP 2025 will adopt registration and presentation policies that must be followed by the authors of each accepted contribution. We invite prospective authors to carefully check them in the call before submitting. Any inquiries can be directed to umap2025-chair@um.org.<\/span>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd45525 elementor-widget elementor-widget-spacer\" data-id=\"dd45525\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49b39ba8 elementor-widget elementor-widget-text-editor\" data-id=\"49b39ba8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The 33rd International Conference on User Modeling, Adaptation, and Personalization (ACM UMAP 2025)<em> is the premier international conference bringing together research in AI and HCI to support effective human-AI collaboration via interactive systems that can model, adapt and personalize to their users<\/em>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-018ac4f elementor-widget elementor-widget-text-editor\" data-id=\"018ac4f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>ACM UMAP<\/strong> 2025\u00a0is sponsored by <a href=\"https:\/\/sigchi.org\/\">ACM SIGCHI<\/a> and <a href=\"https:\/\/www.sigweb.org\/\">SIGWEB<\/a>. <a href=\"https:\/\/um.org\/\">User Modeling Inc.<\/a>, as the core Steering Committee, oversees the conference organization. ACM UMAP operates under the <a href=\"https:\/\/www.acm.org\/about-acm\/policy-against-harassment\">ACM Conference Code of Conduct<\/a>. The main conference proceedings, published by ACM, will be part of the ACM Digital Library.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33f4bd5 elementor-widget elementor-widget-text-editor\" data-id=\"33f4bd5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The theme of ACM <b>UMAP 2025<\/b> is <em><b>&#8220;Shaping Personalization and FATE (Fairness, Accountability, Transparency, and Ethics) in Human-Centered Generative AI&#8221;<\/b><\/em>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56c836b elementor-widget elementor-widget-text-editor\" data-id=\"56c836b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>ACM UMAP<\/strong> 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. While we encourage submissions related to this theme, the scope of the conference is not limited to the theme only. As always, contributions from academia, industry, and other organizations discussing open challenges or novel research approaches are expected to be supported by rigorous evidence appropriate to claims (e.g., user study, system evaluation, computational analysis).<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee0837c e-con-full e-flex e-con e-parent\" data-id=\"ee0837c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-959ae70 elementor-widget elementor-widget-spacer\" data-id=\"959ae70\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b6491b umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"8b6491b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2f44955 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"2f44955\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c7e319 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"6c7e319\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Important Dates<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a65993 e-con-full e-grid no-margin-paragraph e-con e-child\" data-id=\"4a65993\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974ba8c elementor-widget elementor-widget-text-editor\" data-id=\"974ba8c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>January 23, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-579bf91 elementor-widget elementor-widget-text-editor\" data-id=\"579bf91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Abstract submission<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02e49f8 elementor-widget elementor-widget-text-editor\" data-id=\"02e49f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>January 30, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4224dc2 elementor-widget elementor-widget-text-editor\" data-id=\"4224dc2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Paper submission<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33dcf0e elementor-widget elementor-widget-text-editor\" data-id=\"33dcf0e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>March 3-9, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3bc070 elementor-widget elementor-widget-text-editor\" data-id=\"f3bc070\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Rebuttal phase<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85ce6c8 elementor-widget elementor-widget-text-editor\" data-id=\"85ce6c8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>March 26, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-281910b elementor-widget elementor-widget-text-editor\" data-id=\"281910b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Notification of acceptance<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a915060 elementor-widget elementor-widget-text-editor\" data-id=\"a915060\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>April 7, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0fa9c6 elementor-widget elementor-widget-text-editor\" data-id=\"b0fa9c6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Camera-ready papers<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8093ef2 elementor-widget elementor-widget-text-editor\" data-id=\"8093ef2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>April 7, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a625d2 elementor-widget elementor-widget-text-editor\" data-id=\"7a625d2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Registration deadline for authors<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb226bd elementor-widget elementor-widget-text-editor\" data-id=\"bb226bd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>June 16-19, 2025<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cd209a elementor-widget elementor-widget-text-editor\" data-id=\"6cd209a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Conference<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e20553a elementor-widget elementor-widget-text-editor\" data-id=\"e20553a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Note<\/strong>: the submission deadline is at 11:59 pm <a href=\"https:\/\/www.timeanddate.com\/time\/zones\/aoe\">AoE (Anywhere on Earth)<\/a> time.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57208548 e-con-full e-flex e-con e-parent\" data-id=\"57208548\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-329027a6 elementor-widget elementor-widget-spacer\" data-id=\"329027a6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e8b40c umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"9e8b40c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7381f2e e-con-full e-flex e-con e-child\" data-id=\"7381f2e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-059662c heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"059662c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Topics of interest include but are not limited to<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f7ed10 e-con-full e-flex e-con e-child\" data-id=\"6f7ed10\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0815243 elementor-widget elementor-widget-text-editor\" data-id=\"0815243\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li>Recommender systems<\/li><li>Data mining techniques for user modeling, adaptation, and personalization<\/li><li>Generative AI techniques for user modeling, adaptation, and personalization<\/li><li>Large Language Models and Natural Language Processing methods for user modeling, adaptation, and personalization<\/li><li>Knowledge graphs, Linked Data, and semantics for user modeling, adaptation, and personalization<\/li><li>Intelligent user interfaces<\/li><li>Intelligent and personalized e-learning applications and educational games<\/li><li>Personalized behavior change and persuasive applications<\/li><li>Modeling and adapting to human affective states<\/li><li>Virtual assistants, conversational agents, personalization in augmented reality<\/li><li>Group modeling and collaborative team formation<\/li><li>Ethical issues of personalization and human-centered AI systems: Privacy, Fairness, Accountability, Transparency<\/li><li>Creativity in User Modeling, Adaptation, and Personalization<\/li><li>Sustainability-aware methods and Sustainable Development Goals (SDGs) for user modeling, adaptation, and personalization<\/li><li>Personalized approaches for preventing eco-chambers, user manipulation, and disinformation<\/li><li>Research methods and reproducibility<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8da205 e-con-full e-flex e-con e-parent\" data-id=\"e8da205\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c563ae elementor-widget elementor-widget-spacer\" data-id=\"0c563ae\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b44644 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"9b44644\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-17775c7 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"17775c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-929b323 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"929b323\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Submission Guidelines<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b53ce3 e-con-full e-flex e-con e-child\" data-id=\"9b53ce3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83e81f1 elementor-widget elementor-widget-text-editor\" data-id=\"83e81f1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>All submissions must be written in English. Papers should be submitted electronically, in a PDF format, through the EasyChair submission system, <a href=\"https:\/\/easychair.org\/conferences\/?conf=umap2025\">https:\/\/easychair.org\/conferences\/?conf=umap2025<\/a>, by selecting the \u201cUMAP25 Full and Short Papers\u201d track.<\/p>\n<p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d606375 elementor-widget elementor-widget-text-editor\" data-id=\"d606375\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Format.<\/strong> We encourage two types of submissions (reviewers will comment on whether the size is appropriate for each contribution), in the ACM two-column format:<\/p><ul><li><strong>Long papers <\/strong>(<strong>8 pages<\/strong> at most plus additional pages for references; figures, tables, proofs, appendixes, acknowledgments, and any other content count toward the page limit) should report on substantial contributions of lasting value. They should reflect more complex innovations or studies and should have a more thorough discussion of related work. Each accepted long paper will be included in the main conference proceedings and presented in a plenary session as part of the main conference program.<\/li><li><strong>Short papers<\/strong> (<strong>4 pages<\/strong> at most plus additional pages for references; figures, tables, proofs, appendixes, acknowledgments, and any other content count toward the page limit) typically discuss exciting new work that is not yet mature enough for a long paper &#8211; they are not \u201cwork-in-progress\u201d reports but rather complete reports on a smaller or simpler-to-describe but complete research work on advances that can be described, set into context, and evaluated concisely. In particular, novel but significant proposals will be considered for acceptance to this category despite not having gone through sufficient experimental validation or lacking a strong theoretical foundation. Each accepted short paper will be included in the main conference proceedings and presented either as an oral presentation or at a poster session as part of the main conference program.<\/li><\/ul><p>We recommend that supplementary material is linked to an external source using an anonymized link.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa5e787 elementor-widget elementor-widget-text-editor\" data-id=\"fa5e787\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Anonymity.<\/strong> Submissions must be anonymous, given that ACM UMAP uses a double-blind review process. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. For instance, citations to the authors\u2019 prior work should be made in the third person. Failure to anonymize your submission could result in desk rejection. It is acceptable to explicitly refer in the paper to the companies or organizations that provided datasets, hosted experiments or deployed solutions if there is no implication that the authors are currently affiliated with the mentioned organization. To release code and additional materials while preserving anonymity, we suggest using anonymous repositories such as <a href=\"https:\/\/anonymous.4open.science\">https:\/\/anonymous.4open.science<\/a>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-358cc7b elementor-widget elementor-widget-text-editor\" data-id=\"358cc7b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Templates.<\/strong> Following the <a href=\"https:\/\/www.acm.org\/publications\/taps\/word-template-workflow\">ACM Publication Workflow<\/a>, all authors should submit manuscripts for review in the ACM <strong>double-column format<\/strong>. Instructions for authors are given below:<\/p><ul><li><strong>LaTeX:<\/strong> Please use the latest version of the <a href=\"https:\/\/portalparts.acm.org\/hippo\/latex_templates\/acmart-primary.zip\">Primary Article Template<\/a> \u2013 LaTeX to create your submission. Start the document with the \\documentclass[sigconf,review,anonymous]{acmart} command to generate the output in a double-column format. Please see the <a href=\"https:\/\/portalparts.acm.org\/hippo\/latex_templates\/acmart.pdf\">LaTeX documentation<\/a> and <a href=\"https:\/\/www.acm.org\/publications\/taps\/latex-best-practices\">ACM\u2019s LaTeX best practices guide<\/a> for further instructions, ignoring the single-column instructions. Do not use the \u201cmanuscript\u201d option, otherwise, the document will not be compiled in double-column, as required. Check the sample-sigconf.tex file included in the template package for a formatting example. To ensure 100% compatibility with The ACM Publishing System (TAPS), please restrict the use of packages to the <a href=\"https:\/\/www.acm.org\/publications\/taps\/whitelist-of-latex-packages\">whitelist of approved LaTeX packages<\/a>.<\/li><li><strong>Overleaf:<\/strong> (use \\documentclass[sigconf,review,anonymous]{acmart} for double-column). Please carefully follow the ACM&#8217;s instructions for <a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/overleaf\">preparing your article with Overleaf<\/a>.<\/li><li><strong>Word:<\/strong> Please carefully follow the ACM&#8217;s instructions for <a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/preparing-your-article-with-microsoft-word\">preparing your article with Microsoft Word<\/a>, ignoring the single-column instructions and the single-column submission template. Please use the <a href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/publications\/word_style\/interim-template-style\/interim-layout.docx\">double-column Word template<\/a>.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05b299f elementor-widget elementor-widget-text-editor\" data-id=\"05b299f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Accessibility.<\/strong> Authors are strongly encouraged to provide \u201calt text\u201d (alternative text) for floats (images, tables, etc.) in their content so that readers with disabilities can be given descriptive information for these floats that are important to the work. The descriptive text will be displayed in place of a float if the float cannot be loaded. This benefits the author and it broadens the reader base for the author\u2019s work. Moreover, the alt text provides in-depth float descriptions to search engine crawlers, which helps to properly index these floats. Additionally, authors should follow the <a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/describing-figures\">ACM Accessibility Recommendations for Publishing in Color and SIG ACCESS guidelines on describing figures<\/a>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b22869e elementor-widget elementor-widget-text-editor\" data-id=\"b22869e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Submission Policy.<\/strong> All submissions and reviews will be handled electronically. ACM UMAP has a <strong>no dual submission policy<\/strong>, which is why submitted manuscripts should not be currently under review at another publication venue. Particularly, please consider the following ACM\u2019s publication policies:<\/p><ol><li>\u201cBy submitting your article to an ACM Publication, you are hereby acknowledging that you and your co-authors are subject to all <a href=\"https:\/\/www.acm.org\/publications\/policies\">ACM Publications Policies<\/a>, including <a href=\"https:\/\/www.acm.org\/publications\/policies\/research-involving-human-participants-and-subjects\">ACM\u2019s new Publications Policy on Research Involving Human Participants and Subjects<\/a>. Alleged violations of this policy or any ACM Publications Policy will be investigated by ACM and may result in a full retraction of your paper, in addition to other potential penalties, as per ACM Publications Policy.\u201d <a href=\"https:\/\/www.acm.org\/publications\/policies\/research-involving-human-participants-and-subjects\">https:\/\/www.acm.org\/publications\/policies\/research-involving-human-participants-and-subjects<\/a> <\/li><li>\u201cPlease ensure that you and your co-authors <a href=\"https:\/\/orcid.org\/register\">obtain an ORCID ID<\/a>, so you can complete the publishing process for your accepted paper. ACM has been involved in ORCID from the start and we have recently made a <a href=\"https:\/\/authors.acm.org\/author-resources\/orcid-faqs\">commitment to collect ORCID IDs from all of our published authors<\/a>. We are committed to improve author discoverability, ensure proper attribution and contribute to ongoing community efforts around name normalization; your ORCID ID will help in these efforts.\u201d<\/li><\/ol>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ae71b0 e-con-full e-flex e-con e-parent\" data-id=\"7ae71b0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fea0fdf elementor-widget elementor-widget-spacer\" data-id=\"fea0fdf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf5983e umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"cf5983e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9b4b932 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"9b4b932\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8065c7a heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"8065c7a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Review Process<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4dc51aa e-con-full e-flex e-con e-child\" data-id=\"4dc51aa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bba57c elementor-widget elementor-widget-text-editor\" data-id=\"2bba57c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Review.<\/strong> ACM UMAP uses a <strong>double-blind<\/strong> review process. Authors must omit their names and affiliations from their submissions; they should also avoid obvious identifying statements. Submissions not abiding by anonymity requirements will be desk rejected.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40ce11f elementor-widget elementor-widget-text-editor\" data-id=\"40ce11f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Reviewers will evaluate papers based on their significance, originality, rigor, and contribution to the field. Papers that are out of scope, incomplete, or lack sufficient evidence to support the basic claims, may be rejected without full review. Furthermore, reviewers will be asked to comment on whether the length is appropriate for the contribution. In addition, <strong>ACM UMAP 2025 will introduce a new rebuttal stage during evaluation<\/strong>, offering a small window for authors to optionally discuss the initial decision of their submission, enhancing the transparency and quality of the reviewing process.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df239b2 elementor-widget elementor-widget-text-editor\" data-id=\"df239b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The <a href=\"https:\/\/ethics.acm.org\/\">ACM Code of Ethics<\/a> gives the ACM UMAP program committee the right to (desk-)reject papers that perpetuate harmful stereotypes, employ unethical research practices, or uncritically present outcomes\/implications that disadvantage minority communities. Furthermore, reviewers will be explicitly asked to consider whether the research was conducted in compliance with professional ethical standards and applicable regulatory guidelines. Failure to do so could lead to a (desk-)rejection.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6084965 e-con-full e-flex e-con e-parent\" data-id=\"6084965\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d796d7d elementor-widget elementor-widget-spacer\" data-id=\"d796d7d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90af35c umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"90af35c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f5b1839 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"f5b1839\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71c7722 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"71c7722\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Registration and Presentation Policy<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0b3f6e e-con-full e-flex e-con e-child\" data-id=\"f0b3f6e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d97658b elementor-widget elementor-widget-text-editor\" data-id=\"d97658b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Each accepted paper must be accompanied by a <strong>distinct full author registration<\/strong>, completed by the <strong>early registration date cut-off<\/strong>. <span style=\"text-decoration: underline;\">Each accepted paper must be presented in person<\/span> to be included in the conference proceedings, published by <strong>ACM<\/strong>, and available via the <strong>ACM Digital Library<\/strong>. The official publication date is when the proceedings are made available in the ACM Digital Library. This date may be up to two weeks before the first day of UMAP 2025. The official publication date affects the deadline for any patent filings related to published work.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c268fe0 e-con-full e-flex e-con e-parent\" data-id=\"c268fe0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aad8690 elementor-widget elementor-widget-spacer\" data-id=\"aad8690\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89f349a umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"89f349a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7173ab5 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"7173ab5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa6a88a heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"aa6a88a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Camera-ready Submission<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf232c2 e-con-full e-flex e-con e-child\" data-id=\"cf232c2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c065c14 elementor-widget elementor-widget-text-editor\" data-id=\"c065c14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Accepted papers will be subject to further revision to meet the requirements of the camera-ready format required by ACM. <strong>We strongly recommend the usage of LaTeX\/Overleaf for the camera-ready papers to minimize the extent of reformatting<\/strong>. Users of the Word template must use either the version for Microsoft Word for Windows, Macintosh Office 2011, or Macintosh Office 2016 (other formats, such as Open Office, etc., are not admitted) for the camera-ready submission to avoid incompatibility issues.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de0e1ba elementor-widget elementor-widget-text-editor\" data-id=\"de0e1ba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Instructions for preparing the camera-ready versions of accepted papers will be provided after acceptance. This might include instructions to prepare a video of the accepted contribution. Camera-ready versions of accepted papers will be later submitted using <a href=\"https:\/\/www.acm.org\/publications\/proceedings-template\">ACM\u2019s new production platform<\/a>, where authors will be able to review PDF and HTML output formats before publication.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7c2ae74 e-con-full e-flex e-con e-parent\" data-id=\"7c2ae74\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb26452 elementor-widget elementor-widget-spacer\" data-id=\"eb26452\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8540e2 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"f8540e2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2c6aadb no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"2c6aadb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20bf11e heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"20bf11e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ethical &amp; Human Subjects Considerations<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28b92c4 e-con-full e-flex e-con e-child\" data-id=\"28b92c4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c20b80 elementor-widget elementor-widget-text-editor\" data-id=\"0c20b80\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>ACM UMAP expects papers to include a discussion of the ethical considerations, as well as the impact of the presented work and\/or its intended application, where appropriate. ACM UMAP further expects all authors to comply with ethical standards and regulatory guidelines associated with human subjects research, including research involving human participants and research using personally identifiable data. Papers reporting on such human subjects research must include a statement identifying any regulatory review the research is subject to (and identifying the form of approval provided), or explaining the lack of required review.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3713c35 e-con-full e-flex e-con e-parent\" data-id=\"3713c35\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea572b7 elementor-widget elementor-widget-spacer\" data-id=\"ea572b7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd89299 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"cd89299\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b32d377 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"b32d377\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-659af03 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"659af03\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Program Chairs<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-045d5fa e-con-full e-flex e-con e-child\" data-id=\"045d5fa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08908ad elementor-widget elementor-widget-text-editor\" data-id=\"08908ad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li>Cataldo Musto, University of Bari Aldo Moro, Italy<\/li><li>Julita Vassileva, University of Saskatchewan, Canada<\/li><\/ul><p><strong>Contact information<\/strong>: <a href=\"mailto:umap2025-program@um.org\">umap2025-program@um.org<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a066df0 e-con-full e-flex e-con e-parent\" data-id=\"a066df0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b434a7 elementor-widget elementor-widget-spacer\" data-id=\"7b434a7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div 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