Yung-Chun Chang

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

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

URL

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Projects

2 Active
4 Finished

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

Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text

Chang, Y.

9/1/19 → 8/31/20

Project: A - Government Institution › b - Ministry of Science and Technology

Social Interaction Discovery and Publicity Mining

Chang, Y.

11/1/18 → 10/1/19

Project: A - Government Institution › b - Ministry of Science and Technology

Deep Multi-Task Learning for Semantic Analysis and Similarity Measurement of Chinese Short Text

Chang, Y.

9/1/18 → 8/1/19

Project: A - Government Institution › b - Ministry of Science and Technology

Social Interaction Discovery and Publicity Mining

Chang, Y.

11/1/17 → 10/31/18

Project: A - Government Institution › b - Ministry of Science and Technology

Research Output

213 Citations
7 h-Index
27 Conference contribution
22 Article
1 Book

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

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

Medical knowledge infused convolutional neural networks for cohort selection in clinical trials

Chen, C. J., Warikoo, N., Chang, Y. C., Chen, J. H. & Hsu, W. L., Jul 22 2019, In : Journal of the American Medical Informatics Association : JAMIA. 26, 11, p. 1227-1236 10 p.

Research output: Contribution to journal › Article

2 Citations (Scopus)

Refined distributed emotion vector representation for social media sentiment analysis

Chang, Y. C., Yeh, W. C., Hsing, Y. C. & Wang, C. A., Jan 1 2019, In : PLoS ONE. 14, 10, e0223317.

Research output: Contribution to journal › Article

Open Access

Rhyming Knowledge-Aware Deep Neural Network for Chinese Poetry Generation

Yeh, W. C., Chang, Y. C., Li, Y. H. & Chang, W. C., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949208. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution