Looking for new, not known music only: music retrieval by melody style
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Emotion-based music recommendation by association discovery from film music
Proceedings of the 13th annual ACM international conference on Multimedia
A music recommendation system based on music and user grouping
Journal of Intelligent Information Systems - Special issue: Intelligent multimedia applications
Using Evolving Agents to Critique Subjective Music Compositions
Computational Intelligence and Security
Emotion-based music recommendation by affinity discovery from film music
Expert Systems with Applications: An International Journal
A novel method for personalized music recommendation
Expert Systems with Applications: An International Journal
A music recommendation system based on semantic audio segments similarity
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
Context awareness by case-based reasoning in a music recommendation system
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Evaluating subjective compositions by the cooperation between human and adaptive agents
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A context-aware music recommendation system using fuzzy bayesian networks with utility theory
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Music style classification with a novel bayesian model
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
An algorithm for inconsistency resolving in recommendation web-based systems
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Music for my mood: a music recommendation system based on context reasoning
EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context
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With the growth of digital music, the personalized musicfiltering system is helpful for users. Melody style is one ofthe music features to represent user's music preference. Inthis paper, we present a personalized content-based musicfiltering system to support music recommendation based onuser's preference of melody style. We propose the multitypemelody style classification approach to recommend themusic objects. The system learns the user preference bymining the melody patterns from the music access behaviorof the user. A two-way melody preference classifier istherefore constructed for each user. Music recommendationis made through this melody preference classifier.Performance evaluation shows that the filtering effect of theproposed approach meets user's preference.