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UMAP2022 - adjunct proceedings of the 30th acm conference on user modeling, adaptation and personalization

UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on...

引用

30th acm conference on user modeling, adaptation and personalization, UMAP2022

ISBN: (纸本)9781450392327

the proceedings contain 63 papers. the topics discussed include: a family of neural contextual matrix factorization models for context-aware recommendations;a virtual assistant for the movie domain exploiting natural language preference elicitation strategies;automatic reading detection during online search sessions;exploring expressed emotions for neural news recommendation;map and content-based climbing recommender system;recommending relevant papers to conference participants: a deep learning driven content-based approach;responsible interactive personalization for human-robot cooperation;towards multi-method support for product search and recommending;using recommender systems to help revitalize local news;multiperspective and multidisciplinary treatment of fairness in recommender systems research;and user configurable privacy requirements elicitation in cyber-physical systems.

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UMAP 2021 - adjunct Publication of the 29th acm conference on user modeling, adaptation and personalization

UMAP 2021 - Adjunct Publication of the 29th ACM Conference o...

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29th acm conference on user modeling, adaptation and personalization, UMAP 2021

ISBN: (纸本)9781450383677

the proceedings contain 75 papers. the topics discussed include: fairness-preserving group recommendations with user weighting;a methodology for the offline evaluation of recommender systems in a user interface with multiple carousels;target-aware aggregate diversification in recommendation;the ‘unreasonable’ effectiveness of graphical user interfaces for recommender systems;identifying users’ domain expertise from dialogues;wearable system for personalized and privacy-preserving egocentric visual context detection using on-device deep learning;beyond algorithmic fairness in recommender systems;characterizing players of a cube puzzle game with a two-level bag of words;and recommending videos in cold start with automatic visual tags.

关键词： Graphical user interfaces

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UMAP 2021 - proceedings of the 29th acm conference on user modeling, adaptation and personalization

UMAP 2021 - Proceedings of the 29th ACM Conference on User M...

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29th acm conference on user modeling, adaptation and personalization, UMAP 2021

ISBN: (纸本)9781450383660

the proceedings contain 40 papers. the topics discussed include: uncovering personal and context-dependent display preferences in mobile newsreader app;factors influencing privacy concern for explanations of group recommendation;learning to trust: understanding editorial authority and trust in recommender systems for education;assessing cognitive test performance using automatic digital pen features analysis;do users have contextual preferences for smartphone power management?;Bayesian preference elicitation with keyphrase-item coembeddings for interactive recommendation;and towards a user integration framework for personal health decision support and recommender systems.

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15th International Workshop on Personalized Access to Cultural Heritage (PATCH 2024) 32

15th International Workshop on Personalized Access to Cultur...

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32nd acm conference on user modeling, adaptation and personalization (acm UMAP)

作者： Ardissono, Liliana Kuflik, Tsvi Mauro, Noemi Raptis, George E. Wecker, Alan Univ Torino Turin Italy Univ Haifa Haifa Israel Human Opsis Patras Greece

ISBN: (纸本)9798400704666

Following the successful series of PATCH workshops, PATCH 2024 will be again the meeting point between state-of-the-art cultural heritage research and personalization - using any technology, while focusing on ubiquitous and adaptive scenarios, to enhance the personal experience in Natural and Cultural Heritage sites. the workshop aims to bring together researchers and practitioners interested in exploring the potential of ICT technology (onsite and online) to enhance the visit experience. the expected result of the workshop is sharing and discussing novel ideas and creating a multidisciplinary research agenda that will inform future research directions and hopefully, forge some research collaborations. this summary provides an overview of the papers accepted for presentation at the workshop and publication in its proceedings.

关键词： Technology for Cultural Heritage personalization in Cultural Heritage Visitors Guides Virtual Museum

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6th Workshop on Fairness in user modeling, adaptation, and personalization (FairUMAP 2023) 31

6th Workshop on Fairness in User Modeling, Adaptation, and P...

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31st acm conference on user modeling, adaptation and personalization (acm UMAP)

作者： Burke, Robin Kleanthous, Styliani Mobasher, Bamshad Otterbacher, Jahna Tal, Avital Shulner Univ Colorado Boulder CO 80309 USA CYENS Ctr Excellence Nicosia Cyprus DePaul Univ Chicago IL USA Open Univ Cyprus Nicosia Cyprus CYENS Ctr Excellence Nicosia Cyprus Univ Haifa Haifa Israel

No abstract available.

ISBN: (纸本)9781450398916

No abstract available.

关键词： bias fairness personalization user modeling

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Seventh HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems through user modeling Grounded in Psychological theory: Summary 29

Seventh HUMANIZE Workshop on Transparency and Explainability...

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29th acm Annual International conference on Intelligent user Interfaces (IUI)

作者： Ferwerda, Bruce Tkalcic, Marko Germanakos, Panagiotis Jonkoping Univ Sch Engn Dept Comp Sci & Informat Jonkoping Sweden Univ Primorska Fac Math Nat Sci & Informat Technol Koper Slovenia SAP SE User Experience Ind Prod Engn Intelligent Enterpr Walldorf Germany

ISBN: (纸本)9798400705090

the seventh HUMANIZE workshop(1) on Transparency and Explainability in Adaptive Systems through user modeling Grounded in Psychological theory took place in conjunction with the 29th annual meeting of the Intelligent user Interfaces (IUI)(2) community that took place on between March 18-21, 2024 in Greenville, South Carolina, USA. the 2024 edition of the workshop was held together with SOCIALIZE (social and cultural integration with personalized interfaces)(3). the workshop provided a venue for researchers from different fields to interact by accepting contributions on the intersection of practical data mining methods and theoretical knowledge for personalization. A total of two papers were accepted for this edition of the workshop.

关键词： user modeling personalization Tailoring user Interfaces Human-centered AI

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HAAPIE 2024: 9th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments 32

HAAPIE 2024: 9th International Workshop on Human Aspects in ...

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32nd acm conference on user modeling, adaptation and personalization (acm UMAP)

作者： Germanakos, Panagiotis Dimitrova, Vania Steichen, Ben Ferwerda, Bruce Tkalcic, Marko SAP SE UX & Prod Success Ind Product Engn Walldorf Germany Univ Leeds Sch Comp Leeds W Yorkshire England Calif State Polytechn Univ Pomona Dept Comp Sci Pomona CA USA Jonkoping Univ Dept Comp Sci & Informat Jonkoping Sweden Univ Primorska Fac Math Nat Sci & Informat Technol FAMNIT Koper Slovenia

ISBN: (纸本)9798400704666

Nowadays, the profound digital transformation has upgraded the role of the computational system into an intelligent multidimensional communication medium that creates new opportunities, competencies, models and processes. the need for human-centered adaptation and personalization is even more recognizable since it can offer hybrid solutions that could adequately support the rising multi-purpose goals, needs, requirements, activities and interactions of users. the HAAPIE workshop(1) embraces the essence of the "human-machine co-existence" and brings together researchers and practitioners from different disciplines to present and discuss a wide spectrum of related challenges, approaches and solutions. In this respect, the ninth edition of HAAPIE includes 4 long papers and 2 short papers.

关键词： adaptation personalization Human Factors user Modelling Artificial Intelligence

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ExUM 2024-6th Workshop on Explainable user modeling and Personalised Systems 32

ExUM 2024-6th Workshop on Explainable User Modeling and Pers...

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32nd acm conference on user modeling, adaptation and personalization (acm UMAP)

作者： Musto, Cataldo Delic, Amra Inel, Oana Polignano, Marco Rapp, Amon Semeraro, Giovanni Ziegler, Juergen Univ Bari Aldo Moro Bari Italy Univ Sarajevo Sarajevo Bosnia & Herceg Univ Zurich Zurich Switzerland Univ Torino Turin Italy Univ Duisburg Essen Duisburg Germany

ISBN: (纸本)9798400704666

Adaptive and personalized systems have become pervasive technologies, gradually playing an increasingly important role in our daily lives. Indeed, we are now accustomed to interacting with algorithms that leverage the power of Language Models (LLMs) to assist us in various scenarios, from services suggesting music or movies to personal assistants proactively supporting us in complex decision-making tasks. As these technologies continue to shape our everyday experiences, ensuring that the internal mechanisms guiding these algorithms are transparent and comprehensible becomes imperative. the EU General Data Protection Regulation (GDPR) recognizes the users' right to explanation when confronted with intelligent systems, highlighting the significance of this aspect. Regrettably, current research often prioritizes the maximization of personalization strategy effectiveness, such as recommendation accuracy, at the expense of model explainability. To address this concern, the workshop aims to provide a platform for in-depth discussions on challenges, problems, and innovative research approaches in the field. the workshop specifically focuses on investigating the role of transparency and explainability in recent methodologies for constructing user models and developing personalized and adaptive systems.

关键词： Explainability Transparency Interpretability user modeling personalization Recommender Systems

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UMAP 2020 adjunct - adjunct Publication of the 28th acm conference on user modeling, adaptation and personalization

UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conf...

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28th acm International conference on user modeling, adaptation, and personalization, UMAP 2020

ISBN: (纸本)9781450367110

the proceedings contain 63 papers. the topics discussed include: exploring the prediction of personality traits from drug consumption profiles;exploring personalized university ranking and recommendation;a user training error based correction approach combined with the synthetic coordinate recommender system;personality traits, speech and adaptive in-vehicle voice output;best practices for transparency in machine generated personalization;keeping up with the influencers: improving user recommendation in instagram using visual content;interactions between inter- and intra-individual effects on gaze behavior;the impact of adaptation based on students' dyslexia type: an empirical evaluation of students' satisfaction;a stable personalized partner selection for collaborative privacy education;do the urgent things first! - detecting urgency in spoken utterances based on acoustic features;and getting to know your neighbors (KYN). Explaining item similarity in nearest neighbors collaborative filtering recommendations.

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14th International Workshop on Personalized Access to Cultural Heritage (PATCH 2023) 31

14th International Workshop on Personalized Access to Cultur...

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31st acm conference on user modeling, adaptation and personalization (acm UMAP)

作者： Ardissono, Liliana Mauro, Noemi Petrelli, Daniela Raptis, George E. Wecker, Alan Univ Torino Turin Italy Sheffield Hallam Univ Sheffield S Yorkshire England Human Opsis Patras Greece Univ Haifa Haifa Israel

ISBN: (纸本)9781450398916

Following the successful series of PATCH workshops, PATCH 2023 will again be the meeting point between state-of-the-art cultural heritage (CH) research and personalization research, focused on those using different types of technology, with emphasis on ubiquitous and adaptive scenarios, to enhance the personal experience in CH sites. the workshop is aimed at bringing together researchers and practitioners who are working on various aspects of cultural heritage and are interested in exploring the potential of state-of-the-art mobile and personalized technology (onsite as well as online) to enhance the CH visiting experience. the expected result of the workshop is a multidisciplinary research agenda that will inform future research directions and, hopefully, forge some research collaborations. this summary provides an overview of the papers that have been accepted for presentation at the workshop and for publication in its proceedings.

关键词： Cultural Heritage personalization user modeling

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