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» Using User Models in Music Information Retrieval Systems
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ISMIR
2005
Springer
185views Music» more  ISMIR 2005»
15 years 9 months ago
A Benchmark Dataset for Audio Classification and Clustering
We present a freely available benchmark dataset for audio classification and clustering. This dataset consists of 10 seconds samples of 1886 songs obtained from the Garageband si...
Helge Homburg, Ingo Mierswa, Bülent Möll...
NIPS
2007
15 years 5 months ago
Automatic Generation of Social Tags for Music Recommendation
Social tags are user-generated keywords associated with some resource on the Web. In the case of music, social tags have become an important component of “Web2.0” recommender ...
Douglas Eck, Paul Lamere, Thierry Bertin-Mahieux, ...
130
Voted
KDD
2006
ACM
170views Data Mining» more  KDD 2006»
16 years 4 months ago
Classification features for attack detection in collaborative recommender systems
Collaborative recommender systems are highly vulnerable to attack. Attackers can use automated means to inject a large number of biased profiles into such a system, resulting in r...
Robin D. Burke, Bamshad Mobasher, Chad Williams, R...
136
Voted
MM
2004
ACM
129views Multimedia» more  MM 2004»
15 years 9 months ago
A novel log-based relevance feedback technique in content-based image retrieval
Relevance feedback has been proposed as an important technique to boost the retrieval performance in content-based image retrieval (CBIR). However, since there exists a semantic g...
Chu-Hong Hoi, Michael R. Lyu
114
Voted
IADIS
2004
15 years 5 months ago
A profile-based architecture for a flexible and personalized information access
Information relevance is an important issue in information access techniques. A solution for improving this relevance is the personalization or adaptation of the answers provided ...
Max Chevalier, Chantal Soulé-Dupuy, Pascali...