• 139 Citations
  • 6 h-Index
20062019
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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 2017

  • 139 Citations
  • 6 h-Index
  • 23 Conference contribution
  • 18 Article
  • 1 Book
4 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

FISER: A Feature-Based Detection System for Person Interactions

Chang, Y. C., Chuang, P. H., Chen, C. C. & Hsu, W. L., 2017, (Accepted/In press) In : Computational Intelligence.

Research output: Contribution to journalArticle

Person
Proteins
Syntactics
Interaction
Semantics

IASL valence-Arousal analysis system at IALP 2016 shared task: Dimensional sentiment analysis for Chinese words

Hsieh, Y. L., Wang, C. A., Wu, Y. W., Chang, Y. C. & Hsu, W. L., Mar 10 2017, Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016. Institute of Electrical and Electronics Engineers Inc., p. 297-299 3 p. 7875990

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

dimensional analysis
systems analysis
rating
lack
evaluation

Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory

Hsieh, Y. L., Chang, Y-C., Chang, N. W. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 240-245 (Proceedings of the Eighth International Joint Conference on Natural Language Processing).

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

Recurrent neural networks
Proteins
Semantics
Long short-term memory
Experiments