Conference
- Chih-Ming Chen, Chun-Yao Yang, Chih-Chun Hsia, Yian Chen, Ming-Feng Tsai
Music Playlist Recommendation via Preference Embedding
Proceedings of the 9th ACM Conference on Recommender Systems (RecSys '16), 2016.
[poster] - Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang.
Query-based Music Recommendations via Preference Embedding
Proceedings of the 9th ACM Conference on Recommender Systems (RecSys '16), 2016.
[slides] - Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang.
Exploiting Latent Social Listening Representations for Music Recommendations
Proceedings of the 9th ACM Conference on Recommender Systems (RecSys '15), 2015. (Poster paper)
[paper] - Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang.
Leverage Item Popularity and Recommendation Quality via Cost-sensitive Factorization Machines.
Proceedings of the 2014 IEEE International Conference on Data Mining (ICDM '14), 2014. (Ph.D. forum paper)
[slides] - Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang.
Using Emotional Context from Article for Contextual Music Recommendation.
Proceedings of the 21th ACM international conference on Multimedia (MM '13), 2013. (Short paper, 30% acceptance)
[poster] [video spotlight] - Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang.
Music Recommendation Based on Multiple Contextual Similarity Information.
Proceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology (WI-IAT '13), 2013.
[slides]
Research Project
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Improving Search Results for Diversified Retrieval,
NSC Research Project -
Integrating Social Information by Learning to Rank for Recommendation Systems,
NSC Research Project -
User-centered Intelligent Music Streaming and Recommendation Platform,
Academia Sinica/Nation Taiwan University/National Chengchi University/KKBOX Joint Project
