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Titlebook: User Modeling, Adaptation and Personalization; 23rd International C Francesco Ricci,Kalina Bontcheva,Séamus Lawless Conference proceedings

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发表于 2025-3-21 16:04:14 | 显示全部楼层 |阅读模式
书目名称User Modeling, Adaptation and Personalization
副标题23rd International C
编辑Francesco Ricci,Kalina Bontcheva,Séamus Lawless
视频video
概述Includes supplementary material:
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: User Modeling, Adaptation and Personalization; 23rd International C Francesco Ricci,Kalina Bontcheva,Séamus Lawless Conference proceedings
描述.This book constitutes the refereed proceedings of the 23rd International Conference on User Modeling, Adaptation and Personalization, UMAP 2015, held in Dublin, Ireland, in June/July 2015..The 25 long and 7 short papers of the research paper track were carefully reviewed and selected from 112 submissions. The papers reflect the conference theme "Contextualizing the World", highlighting the significance and impact of user modeling and adaptive technologies on a large number of everyday application areas such as: intelligent learning environments, recommender systems, e-commerce, advertising, personalized information retrieval and access, digital humanities, e-government, cultural heritage, and personalized health..
出版日期Conference proceedings 2015
关键词HCI design and evaluation methods; Web searching; Web-based interaction; clustering and classification;
版次1
doihttps://doi.org/10.1007/978-3-319-20267-9
isbn_softcover978-3-319-20266-2
isbn_ebook978-3-319-20267-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing Switzerland 2015
The information of publication is updating

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Conference proceedings 2015chnologies on a large number of everyday application areas such as: intelligent learning environments, recommender systems, e-commerce, advertising, personalized information retrieval and access, digital humanities, e-government, cultural heritage, and personalized health..
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Where to Next? A Comparison of Recommendation Strategies for Navigating a Learning Object Repositoryhavior, and alignment to academic standards. An evaluation from subject experts suggests that usage-based recommendations are best aligned with teacher needs, though there are interesting domain interactions that suggest the need for continued investigation.
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Modeling Motivation in a Social Network Game Using Player-Centric Traits and Personality Traitsults show that several player characteristics impact motivation, expressed in terms of enjoyment and effort. We also show that player enjoyment and effort, as predicted by our models, impact players’ in-game behaviors, illustrating both the predictive power and practical utility of our models for guiding user adaptation.
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MENTOR: A Physiologically Controlled Tutoring Systemch involving two groups of learners showed that the group who interacted with the mental state-based adaptive version of the system obtained higher learning outcomes and had a better learning experience than the group who interacted with a non-adaptive version.
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