Title

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation

Publication Type

Conference Proceeding Article

Publication Date

7-2014

Abstract

In recent years, location-aware music recommendation is increasing in popularity, as more and more users consume music on the move. In this demonstration, we present an intelligent system, called Just-for-Me, to facilitate accurate music recommendation based on where user presents. Our system is developed based on a novel probabilistic generative model, which can effectively integrate the location contexts and global music popularity trends. This approach allows us to gain more comprehensive modeling on user preference and thus significantly enhances the music recommendation performance.

Discipline

Databases and Information Systems

Research Areas

Data Management and Analytics

Publication

SIGIR '14: Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval: July 6-11, 2014, Gold Coast, Australia

First Page

1267

Last Page

1268

ISBN

9781450322577

Identifier

10.1145/2600428.2611187

Publisher

ACM

City or Country

New York

Additional URL

http://dx.doi.org/10.1145/2600428.2611187