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- W2040556021 abstract "With the rapid advancement of wireless technologies and mobile devices, mobile services offer great convenience and huge opportunities for service creation. However, information overload make service recommendation become a crucial issue in mobile services. Although traditional single-criteria recommendation systems have been successful in a number of personalization applications, obviously individual criterion cannot satisfy consumers’ demands. Relying on multi-criteria ratings, this paper presents a novel recommendation system using the multi-agent technology. In this system, the ratings with respect to the three criteria are aggregated into an overall service ranking list by a rank aggregation algorithm. Furthermore, all of the services are classified into several clusters to reduce information overload further. Finally, Based on multi-criteria rank aggregation, the prototype of a recommendation system is implemented. Successful applications of this recommendation system have demonstrated the efficiency of the proposed approach." @default.
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- W2040556021 date "2010-10-01" @default.
- W2040556021 modified "2023-09-27" @default.
- W2040556021 title "A Mobile Service Recommendation System Using Multi-Criteria Ratings" @default.
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- W2040556021 doi "https://doi.org/10.4018/jitn.2010100103" @default.
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