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Personal profile

Education

  • Ph.D., Department of Information Management, National Taiwan University, Taiwan (2010/09 – 2016/07)
  • M.S., Department of Information Management, Chang Jung Christian University, Taiwan (2005/09 – 2007/07)
  • B.S., Department of Information Management, Leader University, Taiwan (2001/09 – 2005/07)

Experience

  • Assistant Professor, Graduate Institute of Data Science, Taipei Medical University (2017/08 – present)
  • Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan (2017/01 – 2017/07)
  •  Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan (2016/07 – 2016/12)
  • Research Assistant, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan (2010/01 – 2016/06)
  • Software Engineer, Institute of Physics, Academia Sinica, Grid Computing Center, Taiwan (2008/01 – 2009/12)

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

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

URL

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Syntactics Engineering & Materials Science
Semantics Engineering & Materials Science
Proteins Engineering & Materials Science
Learning systems Engineering & Materials Science
Linguistics Engineering & Materials Science
Vector spaces Engineering & Materials Science
Support vector machines Engineering & Materials Science
Convolution Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2017 2019

發掘社群互動關係與群眾觀感探勘之研究(2/2)

Chang, Y.

11/1/1810/31/19

Project: b - Ministry of Science and Technology

發掘社群互動關係與群眾觀感探勘之研究(1/2)

Chang, Y.

11/1/1710/31/18

Project: b - Ministry of Science and Technology

新聘教師研究補助

Chang, Y.

10/1/179/30/18

Project: g - Research Grants for Newly Hired Faculty

Research Output 2006 2018

  • 148 Citations
  • 6 h-Index
  • 25 Conference contribution
  • 19 Article
  • 1 Book

An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media

Warikoo, N., Chang, Y. C., Dai, H. J. & Hsu, W. L., Jan 1 2018, Information Retrieval Technology - 14th Asia Information Retrieval Societies Conference, AIRS 2018, Proceedings. Ku, L-W., Yeh, J-F., Yu, L-C., Tseng, Y-H., Chen, Z-H., Sakai, T., Jiang, J., Lee, L-H. & Park, D. H. (eds.). Springer Verlag, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11292 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A public opinion keyword vector for social sentiment analysis research

Chang, Y. C., Lee, F. Y. & Chen, C. H., Jun 8 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. Institute of Electrical and Electronics Engineers Inc., p. 752-757 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

LPTK: A linguistic pattern-aware dependency tree kernel approach for the BioCreative VI CHEMPROT task

Warikoo, N., Chang, Y. C. & Hsu, W. L., Jan 1 2018, In : Database. 2018, 2018

Research output: Contribution to journalArticle

5 Citations

A semantic frame-based intelligent agent for topic detection

Chang, Y. C., Hsieh, Y. L., Chen, C. C. & Hsu, W. L., Jan 1 2017, In : Soft Computing. 21, 2, p. 391-401 11 p.

Research output: Contribution to journalArticle

Intelligent agents
Intelligent Agents
Semantics
Comprehensive Evaluation
Human Perception

Entailment-Based Intelligent System for Software Project Monitoring and Control

Chang, Y. C., Shih, C. W. & Hsu, W. L., Mar 20 2017, (Accepted/In press) In : IEEE Systems Journal.

Research output: Contribution to journalArticle

Intelligent systems
Managers
Monitoring
Processing
Costs