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Following the User's Interests in Mobile Context-Aware Recommender Systems: The Hybrid-e-greedy Algorithm

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3 Author(s)
Bouneffouf, D. ; Dept. of Comput. Sci., Telecom SudParis, Evry, France ; Bouzeghoub, A. ; Gancarski, A.L.

The wide development of mobile applications provides a considerable amount of data of all types (images, texts, sounds, videos, etc.). In this sense, Mobile Context-aware Recommender Systems (MCRS) suggest the user suitable information depending on her/his situation and interests. Two key questions have to be considered 1) how to recommend the user information that follows his/her interests evolution? 2)how to model the user's situation and its related interests? Tithe best of our knowledge, no existing work proposing a MCRS tries to answer both questions as we do. This paper describes an ongoing work on the implementation of a MCRS based on the hybrid-å-greedy algorithm we propose, which combines the standard å-greedy algorithm and both content-based filtering and case-based reasoning techniques.

Published in:

Advanced Information Networking and Applications Workshops (WAINA), 2012 26th International Conference on

Date of Conference:

26-29 March 2012

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