Technical Reports - Query Results
Your query term was 'number = 2010-11'1 report found
- OFAI-TR-2010-11 (
6388kB PDF file)Limitations of interactive music recommendation based on audio content
- Arthur Flexer, Martin Gasser, Dominik Schnitzer
- We present a study on the limitations of an interactive music
recommendation service based on automatic computation
of audio similarity. Songs which are, according to the
audio similarity function, similar to very many other songs
and hence appear unwantedly often in recommendation lists
keep a significant proportion of the audio collection from being
recommended at all. This problem is studied in-depth
with a series of computer experiments including analysis of
alternative audio similarity functions and comparison with
actual download data.
Keywords: Music Information Retrieval, Music Recommendation, Audio Content
- We present a study on the limitations of an interactive music
recommendation service based on automatic computation
of audio similarity. Songs which are, according to the
audio similarity function, similar to very many other songs
and hence appear unwantedly often in recommendation lists
keep a significant proportion of the audio collection from being
recommended at all. This problem is studied in-depth
with a series of computer experiments including analysis of
alternative audio similarity functions and comparison with
actual download data.