TY - GEN
T1 - Following the user's interests in mobile context-aware recommender systems
T2 - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012
AU - Bouneffouf, Djallel
AU - Bouzeghoub, Amel
AU - Gançarski, Alda Lopes
PY - 2012/5/14
Y1 - 2012/5/14
N2 - 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 - greedy algorithm we propose, which combines the standard -greedy algorithm and both content-based filtering and case-based reasoning techniques.
AB - 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 - greedy algorithm we propose, which combines the standard -greedy algorithm and both content-based filtering and case-based reasoning techniques.
KW - context-aware recommender systems
KW - recommandation
KW - situation
UR - https://www.scopus.com/pages/publications/84860738619
U2 - 10.1109/WAINA.2012.200
DO - 10.1109/WAINA.2012.200
M3 - Conference contribution
AN - SCOPUS:84860738619
SN - 9780769546520
T3 - Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012
SP - 657
EP - 662
BT - Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012
Y2 - 26 March 2012 through 29 March 2012
ER -