Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Understanding and Using Context
Personal and Ubiquitous Computing
Models of attention in computing and communication: from principles to applications
Communications of the ACM
A Personalized Music Filtering System Based on Melody Style Classification
ICDM '02 Proceedings of the 2002 IEEE International Conference on Data Mining
Bayesian approach to sensor-based context awareness
Personal and Ubiquitous Computing
IEEE Transactions on Knowledge and Data Engineering
Content-based music audio recommendation
Proceedings of the 13th annual ACM international conference on Multimedia
Evaluating SuperMusic: streaming context-aware mobile music service
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Activity Inference through Sequence Alignment
LoCA '09 Proceedings of the 4th International Symposium on Location and Context Awareness
A Human Activity Aware Learning Mobile Music Player
Proceedings of the 2007 conference on Advances in Ambient Intelligence
Matching information content with music
Proceedings of the third ACM conference on Recommender systems
Context awareness by case-based reasoning in a music recommendation system
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Music recommendation by unified hypergraph: combining social media information and music content
Proceedings of the international conference on Multimedia
A collaborative filtering similarity measure based on singularities
Information Processing and Management: an International Journal
Machine Learning-Based Adaptive Wireless Interval Training Guidance System
Mobile Networks and Applications
An adaptive rule-based approach for managing situation-awareness
Expert Systems with Applications: An International Journal
Context-aware music recommendation based on latenttopic sequential patterns
Proceedings of the sixth ACM conference on Recommender systems
Context-aware mobile music recommendation for daily activities
Proceedings of the 20th ACM international conference on Multimedia
Rough Set Theory Based User Aware TV Program and Settings Recommender
International Journal of Advanced Pervasive and Ubiquitous Computing
Adaptive music retrieval---a state of the art
Multimedia Tools and Applications
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As the World Wide Web becomes a large source of digital music, the music recommendation system has got a great demand. There are several music recommendation systems for both commercial and academic areas, which deal with the user preference as fixed. However, since the music preferred by a user may change depending on the contexts, the conventional systems have inherent problems. This paper proposes a context-aware music recommendation system (CA-MRS) that exploits the fuzzy system, Bayesian networks and the utility theory in order to recommend appropriate music with respect to the context. We have analyzed the recommendation process and performed a subjective test to show the usefulness of the proposed system.