國立政治大學 數位內容學位學程

期刊論文

• 蔡銘峰*, 2021.10, 'Multi-stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting, '.(*為通訊作者)
• 蔡銘峰*, 2020.05, 'Item Concept Network: Towards Concept-based Item Representation Learning, '.(*為通訊作者)
• 蔡銘峰*, 2018.06, 'Leveraging Affective Hashtags for Ranking Music Recommendations, '.(*為通訊作者)
• Ming-Feng Tsai;Chuan-Ju Wang, 2017.02, 'On the Risk Prediction and Analysis of Soft Information in Finance Reports, ' European Journal of Operational Research, Vol.257, No.1, pp.243-250.(SCI)
• Ming-Feng Tsai;Chuan-Ju Wang;Po-Chuan Chien, 2016.10, 'Discovering Finance Keywords via Continuous Space Language Models, ' ACM Transactions on Management Information Systems, Vol.7, No.3, pp.7:1-7:17.(EI)
• Ming-Feng Tsai;Chih-Wei Tzeng;Zhe-Li Lin;Arbee L. P. Chen, 2014.02, 'Discovering Leaders from Social Network by Action Cascade, ' Social Network Analysis and Mining, Vol.4, No.1, pp.1-10.(SCOPUS) 參考連結
• Yu-Xun Ruan;Hsuan-Tien Lin;Ming-Feng Tsai*, 2013.02, 'Improving Ranking Performance with Cost-sensitive Ordinal Classification via Regression, ' Information Retrieval, Vol.17, No.1, pp.1-20.(SCI)(*為通訊作者) 參考連結
• Chieh-Jen Wang;Yung-Wei Lin;Ming-Feng Tsai;Hsin-Hsi Chen*, 2012.12, 'Mining Subtopics from Different Aspects for Diversifying Search Results, ' Information Retrieval, Vol.16, No.4, pp.452-483.(SCI)(*為通訊作者) 參考連結
• Ming-Feng Tsai;Hsin-Hsi Chen*;Yu-Ting Wang, 2011.09, 'Learning a Merge Model for Multilingual Information Retrieval, ' Information Processing and Management, Vol.47, No.5, pp.635-646.(SCI)(*為通訊作者) 參考連結
• Tao Qin;Xu-Dong Zhang;Ming-Feng Tsai;De-Sheng Wang;Tie-Yan Liu;Hang Li, 2008.03, 'Query-level Loss Functions for Information Retrieval, ' Information Processing and Management, Vol.44, No.2, pp.838-855.(SCI) 參考連結

會議論文

• Chuan-Ju Wang;Ting-Hsiang Wang;Hsiu-Wei Yang;Bo-Sin Chang;Ming-Feng Tsai, 2017.08, 'ICE: Item Concept Embedding via Textual Information, ' Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, pp.85-94.
• Yu-Wen Liu;Liang-Chih Liu;Chuan-Ju Wang;Ming-Feng Tsai, 2016.10, 'FIN10K: A Web-based Information System for Financial Report Analysis and Visualization, ' Proceedings of the 25th ACM Conference on Information and Knowledge Management, ACM, pp.2441-2444.
• Chih-Yu Chao;Yi-Fan Chu;Yi Ho;Chuan-Ju Wang;Ming-Feng Tsai, 2016.09, 'Dish Discovery via Word Embeddings on Restaurant Reviews, ' Poster Proceedings of ACM RecSys 2016, ACM.
• Chih-Ming Chen;Chun-Yao Yang;Chih-Chun Hsia;Yian Chen;Ming-Feng Tsai, 2016.09, 'Music Playlist Recommendation via Preference Embedding, ' Poster Proceedings of ACM RecSys 2016, ACM.
• Chih-Ming Chen;Ming-Feng Tsai;Yu-Ching Lin;Yi-Hsuan Yang, 2016.09, 'Query-based Music Recommendations via Preference Embedding, ' Proceedings of the 10th ACM Conference on Recommender Systems, ACM.
• Ming-Han Feng;Kuan-Hou Chan;Huan-Yuan Chen;Ming-Feng Tsai;Mi-Yen Yeh;Shou-De Lin, 2016.02, 'An Efficient Solution to Reinforce Paper Ranking using Author/Venue/Citation Information - The Winner’s Solution for WSDM Cup 2016, ' WSDM Cup 2016, ACM.
• Ming-Feng Tsai;Chuan-Ju Wang;Zhe-Li Lin, 2015.06, 'Social Influencer Analysis with Factorization Machines, ' Proceedings of the ACM Web Science Conference, ACM.
• Chih-Ming Chen;Po-Chuan Chien;Yu-Ching Lin;Ming-Feng Tsai;Yi-Hsuan Yang, 2015, 'Exploiting Latent Social Listening Representations for Music Recommendations, ' Poster Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015), ACM.
• Shu-Hao Yeh;Chuan-Ju Wang;Ming-Feng Tsai, 2015, 'Deep Belief Networks for Predicting Corporate Defaults, ' Processings of the 24th Wireless and Optical Communication Conference (WOCC 2015), IEEE.
• Chen-Yi Lai;Chuan-Ju Wang;Ming-Feng Tsai, 2015, 'On the Construction and Analysis of Financial Time-Series-Oriented Lexicons, ' The 35th International Symposium on Forecasting, ISF.
• Ming-Feng Tsai;Chuan-Ju Wang, 2014, 'Financial Keyword Expansion via Continuous Word Vector Representations, ' Proceedings of the 2014 International Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), ACL.
• Chih-Ming Chen;Hsin-Ping Chen;Ming-Feng Tsai;Yi-Hsuan Yang, 2014, 'Leverage Item Popularity and Recommendation Quality via Cost-sensitive Factorization Machines, ' Proceedings of the 2014 IEEE International Conference on Data Mining (ICDM 2014), IEEE.
• Ming-Feng Tsai;Chuan-Ju Wang, 2013, 'Risk Ranking from Financial Reports., ' Proceedings of the 35th European Conference on Information Retrieval (ECIR '13), Yandex, pp.804-807.
• Chih-Ming Chen;Ming-Feng Tsai;Jen-Yu Liu;Yi-Hsuan Yang, 2013, 'Using Emotional Context from Article for Contextual Music Recommendation, ' Proceedings of the 21th ACM international conference on Multimedia (MM '13), Yahoo Spain Labs, pp.649-652.
• Chuan-Ju Wang;Ming-Feng Tsai;Tse Liu;Chin-Ting Chang, 2013, 'Financial Sentiment Analysis for Risk Prediction, ' Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP '13), Asian Federation of Natural Language Processing, pp.802-808.
• Chih-Ming Chen;Ming-Feng Tsai;Jen-Yu Liu;Yi-Hsuan Yang, 2013, '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), Georgia State University, pp.65-72.
• Ming-Feng Tsai;Chih-Wei Tzeng;Arbee L.P. Chen, 2012, 'Discovering Leaders from Social Network by Action Cascade, ' Proceedings of the Fifth Workshop on Social Network Systems (SNS''12), The European Professional Society on Computer Systems, pp.12:1-12:2. 參考連結
• Ming-Feng Tsai;Chuan-Ju Wang, 2012, 'Post-Modern Portfolio Theory for Information Retrieval, ' Proceedings of the International Neural Network Society Winter Conference (INNS-WC2012), International Neural Network Society, pp.80-85.
• Chieh-Jen Wang;Yung-Wei Lin;Ming-Feng Tsai;Hsin-Hsi Chen, 2011, 'NTU Approaches to Subtopic Mining and Document Ranking at NTCIR-9 Intent Task, ' Proceedings of the 9th NTCIR Workshop Meeting, National Institute of Informatics, pp.129-134.
• Ming-Feng Tsai;Yu-Ting Wang;Hsin-Hsi Chen, 2008, 'A Study of Learning a Merge Model for Multilingual Information Retrieval, ' Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, pp.195-202.(ACM)
• Ming-Hung Hsu;Ming-Feng Tsai;Hsin-Hsi Chen, 2008, 'Combining WordNet and ConceptNet for Automatic Query Expansion: A Learning Approach, ' Proceedings of the Fourth Asia Information Retrieval Symposium, pp.213-224.
• Zhe Cao;Tao Qin;Tie-Yan Liu;Ming-Feng Tsai;Hang Li, 2007, 'Learning to Rank: From Pairwise Approach to Listwise Approach, ' Proceedings of the 24th international conference on Machine learning, pp.129-136.(ACM)
• Ming-Feng Tsai;Tie-Yan Liu;Tao Qin;Hsin-Hsi Chen;Wei-Ying Ma, 2007, 'FRank: a ranking method with fidelity loss, ' Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, pp.383-390.(ACM)
• Ming-Hung Hsu;Ming-Feng Tsai;Hsin-Hsi Chen, 2006, 'Query Expansion with ConceptNet and WordNet: An Intrinsic Comparison, ' Proceedings of the Third Asia Information Retrieval Symposium, pp.1-13.
• Ming-Hung Hsu;Ming-Feng Tsai;Hsin-Hsi Chen, 2004, 'Multilingual Relevant Sentence Detection Using Reference Corpus, ' Proceedings of the First Asia Information Retrieval Symposium, pp.165-177.
• Hsin-Hsi Chen;Ming-Feng Tsai;Ming-Hung Hsu, 2004, 'Identification of Relevant and Novel Sentences Using Reference Corpus, ' Proceedings of the 26th European Conference on Information Retrieval, pp.85-98.

研究報告

• Ming-Feng Tsai;Preslav Nakov;Hwee Tou Ng, 2010, 'Morphological Analysis for Resource-Poor Machine Translation, ' National University of Singapore.
• Ming-Feng Tsai;Shang-Tse Chen;Yao-Nan Chen;Chun-Sung Ferng;Chia-Hsuan Wang;Hsuan-Tien Lin, 2010, 'An Ensemble Ranking Solution to the Yahoo! LTR Challenge, ' National Taiwan University.

校內本職

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 副教授
• 資訊科學系
• 2017年02月 ~

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 助理教授
• 資訊科學系
• 2011年02月 ~ 2017年02月

校內兼職

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 副教授
• 金融學系
• 2019年08月 ~ 2020年08月

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 助理教授
• 數位內容碩士學位學程
• 2011年08月 ~ 2019年08月