Context Awareness by Case-Based Reasoning in a Music Recommendation System

TitleContext Awareness by Case-Based Reasoning in a Music Recommendation System
Publication TypeConference Paper
Year of Publication2007
AuthorsLee JSik, Lee JChun
Conference NameInternational Symposium on Ubiquitious Computing Systems
PublisherSpringer
ISBN Number978-3-540-76772-5
KeywordsCase-based Reasoning, Context-Awareness, Music Recommendation System, Personalization, Ubiquitous Data Mining
Abstract

The recommendation system is one of the core technologies for implementing personalization services. Recommendation systems in ubiquitous computing environment should have the capability of context-awareness. In this research, we developed a music recommendation system, which we shall call C²_Music, which utilizes not only the user’s demographics and behavioral patterns but also the user’s context. For a specific user in a specific context, the C²_Music recommends the music that the similar users listened most in the similar context. In evaluating the performance of C²_Music using a real world data, it outperforms the comparative system that utilizes the user’s demographics and behavioral patterns only.

URLhttps://doi.org/10.1007/978-3-540-76772-5_4
DOI10.1007/978-3-540-76772-5_4