Technical Reports - Query Results
Your query term was 'number = 2016-06'1 report found
- OFAI-TR-2016-06 (
182kB PDF file)Mutual proximity graphs for music recommendation
- Arthur Flexer, Jeff Stevens
- We present mutual proximity graphs, which are an extension of mutual k-nearest neighbor (knn) graphs, and are able to avoid hub vertices having abnormally high connectivity. We apply this new approach in a music recommendation system based on an incrementally constructed knn graph. We show that mutual proximity graphs yield much better connected graphs with better reachability compared to knn graphs and mutual knn graphs.
Keywords: Music recommendation, hubness, k-nearest neighbor graphs, mutual proximity
- We present mutual proximity graphs, which are an extension of mutual k-nearest neighbor (knn) graphs, and are able to avoid hub vertices having abnormally high connectivity. We apply this new approach in a music recommendation system based on an incrementally constructed knn graph. We show that mutual proximity graphs yield much better connected graphs with better reachability compared to knn graphs and mutual knn graphs.