Chih-Ming Chen

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 18

Top Topics

Implicit Feedback

Music Recommendation

Graph Representation

Recommender Systems

Top Venues

Publications

Li-Chung Lin, Cheng-Hung Liu, Chih-Ming Chen, Kai-Chin Hsu, I-Feng Wu, Ming-Feng Tsai, Chih-Jen Lin
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations. AAAI (2022)
Ting-Hsiang Wang, Hsiu-Wei Yang, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang
Item Concept Network: Towards Concept-Based Item Representation Learning. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Shih-Yang Liu, Hsien-Hao Chen, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang
IPR: Interaction-level Preference Ranking for Explicit feedback. SIGIR (2022)
Chih-Hen Lee, Jun-En Ding, Chih-Ming Chen, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
LSTPR: Graph-based Matrix Factorization with Long Short-term Preference Ranking. SIGIR (2021)
Eva Zangerle, Chih-Ming Chen, Ming-Feng Tsai, Yi-Hsuan Yang
Leveraging Affective Hashtags for Ranking Music Recommendations. IEEE Trans. Affect. Comput. 12 (1) (2021)
Li-Chung Lin, Cheng-Hung Liu, Chih-Ming Chen, Kai-Chin Hsu, I-Feng Wu, Ming-Feng Tsai, Chih-Jen Lin
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations. CoRR (2021)
Chuan-Ju Wang, Yu-Neng Chuang, Chih-Ming Chen, Ming-Feng Tsai
Skewness Ranking Optimization for Personalized Recommendation. CoRR (2020)
Yu-Neng Chuang, Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yuan Fang, Ee-Peng Lim
TPR: Text-aware Preference Ranking for Recommender Systems. CIKM (2020)
Yu-Neng Chuang, Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai
Skewness Ranking Optimization for Personalized Recommendation. UAI (2020)
Chih-Ming Chen, Ting-Hsiang Wang, Chuan-Ju Wang, Ming-Feng Tsai
SMORe: modularize graph embedding for recommendation. RecSys (2019)
Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
Collaborative Similarity Embedding for Recommender Systems. CoRR (2019)
Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
Collaborative Similarity Embedding for Recommender Systems. WWW (2019)
Kwei-Herng Lai, Chih-Ming Chen, Ming-Feng Tsai, Chuan-Ju Wang
NavWalker: Information Augmented Network Embedding. WI (2018)
Jheng-Hong Yang, Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai
HOP-rec: high-order proximity for implicit recommendation. RecSys (2018)
Chih-Ming Chen, Yi-Hsuan Yang, Yian Chen, Ming-Feng Tsai
Vertex-Context Sampling for Weighted Network Embedding. CoRR (2017)
Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang
Query-based Music Recommendations via Preference Embedding. RecSys (2016)
Chih-Ming Chen, Chun-Yao Yang, Chih-Chun Hsia, Yian Chen, Ming-Feng Tsai
Music Playlist Recommendation via Preference Embedding. RecSys Posters (2016)
Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang
Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. RecSys Posters (2015)
Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang
Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. ICDM Workshops (2014)
Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang
Using emotional context from article for contextual music recommendation. ACM Multimedia (2013)
Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang
Music Recommendation Based on Multiple Contextual Similarity Information. Web Intelligence (2013)