Dear AoIR community, We are excited to announce the Call for Full and Short Papers for ACM UMAP 2025, the 33rd ACM International Conference on User Modeling, Adaptation, and Personalization, to be held from June 16–19, 2025, in vibrant New York City, USA. ACM UMAP has a rich tradition of bringing together researchers, practitioners and policy-makers from around the world to discuss the latest developments in human-centered and personalized AI systems. This year’s conference theme, "Shaping Personalization and FATE (Fairness, Accountability, Transparency, and Ethics) in Human-Centered Generative AI," focuses on advancing interactive systems that adapt to human needs while fostering inclusivity, fairness, and sustainability. While we encourage submissions related to this theme, the scope of the conference is not limited to the theme only. We warmly invite researchers, practitioners and policymakers to contribute cutting-edge work in: - Generative AI, LLMs and NLP for User Modeling, Adaptation and Personalization - Ethical and Sustainability Issues in Human-centered AI Systems - Recommender Systems - Human-Centered AI Applications - Intelligent User Interfaces and Applications - … and many more topics (detailed list available in the CFP <https://www.um.org/umap2025/call-for-full-short-papers/>). Important Dates - Abstract Submission: January 23, 2025, 11:59 PM, AoE - Paper Submission: January 30, 2025, 11:59 PM, AoE - Rebuttal Phase: March 3-7, 2025 - Notification of Acceptance: March 26, 2025 - Camera-ready papers due: April 7, 2025 Submission Guidelines Submissions should adhere to ACM's double-blind review policy and be made through the EasyChair system (link available in the CFP <https://www.um.org/umap2025/call-for-full-short-papers/>). Long papers (8 pages + references) should report on substantial contributions of lasting value. Short papers (4 pages + references) typically discuss exciting new work that is not yet mature enough for a long paper. Why Submit to ACM UMAP? ACM UMAP provides a prestigious platform to showcase your work and connect with leaders in AI, HCI, and beyond. Accepted papers are presented in dynamic sessions, offering opportunities for deep engagement and impactful discussions. Accepted papers, both full and short, will also be included in the main conference proceedings published in the ACM Digital Library. … and last but not least, ACM UMAP 2025 will take place on Roosevelt Island <https://www.um.org/umap2025/venue/> in the heart of New York City, and what better time to visit the city that never sleeps than at the start of summer? For detailed submission guidelines and the full CFP, please visit <https://um.org>the CFP on the website <https://www.um.org/umap2025/call-for-full-short-papers/>. If you have any further questions regarding this Call for Papers, you can direct them to Julita Vassileva and Cataldo Musto, our program chairs, via umap2025-program@um.org. We’d greatly appreciate your help in sharing this call with your network and encourage you to submit your latest research. Let’s work together to shape the future of adaptive and personalized systems! Looking forward to your contributions! Warm regards, Lien Michiels On behalf of the UMAP 2025 Organizing Committee