Leveraging Microblogs for Spatiotemporal Music Information Retrieval
Sprache des Vortragstitels:
Englisch
Original Tagungtitel:
35th European Conference on Information Retrieval (ECIR 2013
Sprache des Tagungstitel:
Englisch
Original Kurzfassung:
We present results of text data mining experiments for music
retrieval, analyzing microblogs gathered from November 2011 to September
2012 to infer music listening patterns all around the world. We assess
relationships between particular music preferences and spatial properties,
such as month, weekday, and country, and the temporal stability of listening
activities. The findings of our study will help improve music retrieval
and recommendation systems in that it will allow to incorporate geospatial
and cultural information into models for music retrieval, which has
not been looked into before.
Forschungs-