Yung-Chun Chang

https://orcid.org/0000-0002-9634-8380

Emailchangyc@tmu.edu.tw

Source: Scopus
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Personal profile

Education

2016.07 Ph.D., Department of Information Management, National Taiwan University, Taiwan
2007.06 M.S., Department of Information Management, Chang Jung Christian University, Taiwan
2005.06 B.S., Department of Information Management, Leader University, Taiwan

Experience

2020.08- Vice Dean, Data Science, Taipei Medical University
2017.08- Assistant Professor, Graduate Institute of Data Science, Taipei Medical University
2017.01-2017.07 Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan
2016.08-2016.12 Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
2010.01-2016.07 Research Assistant, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
2008.01-2009.12 Software Engineer, Institute of Physics, Academia Sinica, Grid Computing Center, Taiwan

Research Interests

Natural Language Processing
Information Extraction and Retrieval
Text Categorization
Cognitive Search
Sentiment (Opinion and Emotion) Analysis
Intelligent Chatbot of Deep Language Understanding

Awards

2016 Academia Sinica Postdoctoral Fellowship (acceptance rate: 6/181 = 3.31%)
2016 ACLCLP Doctoral Dissertation Award
2016 Bronze medal 5x5 Shogi in TCGA 2016 computer game tournaments
2015 ACLCLP Student Travel Grant for ACL-IJCNLP, Taiwan
2015 Bronze medal 5x5 Shogi in TAAI 2015 computer game tournaments
2014 Bronze medal 5x5 Shogi in TAAI 2014 computer game tournaments
2014 Merit Paper Award in the international track of TAAI
2013 FAOS Outstanding Students Conference Travel Grant
2013 Merit Paper Award in the domestic track of TAAI
2006 Best Paper Award of the Computer Society of the Republic of China
2005 Best Paper Award of the 2005 National Computer Symposium
2004 Best Final Project Award of the Department of Information Management Leader University, Taiwan

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3 Active
7 Finished

以深度學習和自然語言理解技術分析生醫文獻資料
Chang, Y.
1/1/21 → 12/31/21
Project: B - Project of TMU › h - Higher Education Sprout Project
以多目標深度學習方法進行中文短句語意分析與建構領域對話機器人之研究(3/3)
Chang, Y.
9/1/20 → 8/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
以機器學習和自然語言理解技術探勘社群互動關係及商業智慧之應用(1/2)
Chang, Y.
8/1/20 → 7/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
以深度學習和自然語言理解技術分析臨床病歷資料
Chang, Y.
1/1/20 → 12/1/20
Project: B - Project of TMU › h - Higher Education Sprout Project
整合對話知識框架與深度學習之智慧型服務研究與應用
Chang, Y.
1/1/20 → 12/31/20
Project: C - Project of Alliance › l - National Taiwan Ocean University

283 Citations
9 h-Index
29 Conference contribution
23 Article
1 Book

A flexible template generation and matching method with applications for publication reference metadata extraction
Yang, T. H., Hsieh, Y. L., Liu, S. H., Chang, Y. C. & Hsu, W. L., 2020, (Accepted/In press) In: Journal of the Association for Information Science and Technology.
Research output: Contribution to journal › Article › peer-review
Discriminative features fusion with bert for social sentiment analysis
Nguyen, D. D. L., Huang, Y. C. & Chang, Y. C., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 30-35 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Kider: Knowledge-infused document embedding representation for text categorization
Chen, Y. T., Lin, Z. W., Chang, Y. C. & Hsu, W. L., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-29 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Using deep learning and visual analytics to explore hotel reviews and responses
Chang, Y. C., Ku, C. H. & Chen, C. H., Oct 2020, In: Tourism Management. 80, 104129.
Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus)
Artificial Intelligence and Visual Analytics: A Deep-Learning Approach to Analyze Hotel Reviews & Responses
Ku, C-H., Chang, Y-C., Wang, Y., Chen, C-H. & Hsiao, S-H., Jan 8 2019, 52nd Hawaii International Conference on System Sciences .
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution