Emotion Profile-Based Music Recommendation
Yu Hao Chin, Szu Hsien Lin, Chang Hong Lin, Ernestasia Siahaan, Aufaclav Zatu Kusuma Frisky, Jia‐Ching Wang · 2014
In this paper, we propose an emotion profile based music recommendation system. In the proposed algorithm, two emotion profiles are constructed using decision value in support vector machine (SVM), and based on short term and long term features respectively. The recognized emotion, emotion profile, and personal historical query results are fed into the recommendation module to generate the recommended music list.