MCORE: a context-sensitive recommendation system for the mobile Web

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Recommendation systems for the mobile Web have focused on endorsing particular types of content to users. Today, mobile service providers have a more direct recommendation channel, namely the short messaging service. Therefore, mobile service providers should consider both the timing and context of recommendation messages (push messages) that are sent to users. Mobile service providers can learn context-specific user preferences by analysing mobile Web use logs and user responses to push messages. In this paper, we present a context-sensitive recommendation system that can be used to select the optimal context in which to send recommendation messages. We call this system the mobile context recommender system (MCORE). We compared user responses to push messages delivered in and out of suitable contexts as determined by MCORE. The precision of push messages delivered within a suitable context was higher than that of messages delivered outside of one.
Publisher
WILEY-BLACKWELL
Issue Date
2007-02
Language
ENG
Article Type
Article
Citation

EXPERT SYSTEMS, v.24, no.1, pp.32 - 46

ISSN
0266-4720
URI
http://hdl.handle.net/10203/4661
Appears in Collection
KSIM-Journal Papers(저널논문)
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