Projects per year
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
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(1/3)
9/1/18 → 8/31/19
Project: b - Ministry of Science and Technology
Research Output 2006 2018
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 proceeding › Conference 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 proceeding › Conference 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, 2018Research output: Contribution to journal › Article
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 journal › Article
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 journal › Article
Intelligent systems
Managers
Monitoring
Processing
Costs