کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6940533 | 1450014 | 2018 | 18 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
EventAware: A mobile recommender system for events
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
چشم انداز کامپیوتر و تشخیص الگو
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چکیده انگلیسی
Developing a recommender system for events raises several issues that are different from other domains. Events rapidly disappear, users' preferences quickly change over time, and direct feedback does not exist for events that have not taken place. As the recommendations will not be further available, user's context become a key factor for providing accurate recommendations. In this paper we introduce EventAware, a context-aware mobile recommender system to personalize the agenda of users attending to a congress. In particular, we first introduce the EventAware system, which includes an intuitive user interface with an attractive design to enhance user experience. EventAware incorporates some implicit contextual information, automatically initializes both the user's profiles with minimal user interaction and the properties of the items and it uses a context-aware tag-based recommender algorithm. We demonstrate its usability through a live-user case-study in one of the biggest events of mobile technology in the world, held in Barcelona.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 105, 1 April 2018, Pages 121-134
Journal: Pattern Recognition Letters - Volume 105, 1 April 2018, Pages 121-134
نویسندگان
Daniel Horowitz, David Contreras, Maria Salamó,