Limitations of Interactive Music Recommendation Based on Audio Content.
Sprache des Titels:
Proceedings of Audio Mostly 2010
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 unwontedly 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.