David Hauger, Markus Schedl,
"Exploring Geospatial Music Listening Patterns in Microblog Data."
: Proceedings of the 10th International Workshop on Adaptive Multimedia Retrieval (AMR 2012), 10-2012
Exploring Geospatial Music Listening Patterns in Microblog Data.
Sprache des Titels:
Proceedings of the 10th International Workshop on Adaptive Multimedia Retrieval (AMR 2012)
Microblogs are a steadily growing, valuable, albeit noisy,
source of information on interests, preferences, and activities. As music
plays an important role in many human lives we aim to leverage
microblogs for music listening-related information. Based on this information
we present approaches to estimate artist similarity, popularity,
and local trends, as well as approaches to cluster artists with respect to
additional tag information. Furthermore, we elaborate a novel geo-aware
interaction approach that integrates these diverse pieces of information
mined from music-related tweets. Including geospatial information at the
level of tweets, we also present a web-based user interface to browse the
\world of music" as seen by the \Twittersphere".