Projects per year
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
- 2020.08- Associate Professor, Graduate Institute of Data Science, Taipei Medical University
- 2017.08-2020.07 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
Related Link
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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使用臨床敘事感知的深度神經網路預測急診科的處置
3/1/22 → 2/28/23
Project: C - Project of Alliance › s - Shin Kong Wu Ho-Su Memorial Hospital
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基於真實世界數據之肺癌治療語意分析平台
1/1/22 → 12/31/22
Project: B - Project of TMU › h - Higher Education Sprout Project
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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(2/2)
8/1/21 → 7/31/22
Project: A - Government Institution › b - Ministry of Science and Technology
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Integrating Contextual and Linguistic Features with BERT for Predicting Protein-Protein Interaction
7/1/21 → 2/28/22
Project: A - Government Institution › b - Ministry of Science and Technology
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以深度學習和自然語言理解技術分析生醫文獻資料
1/1/21 → 12/31/21
Project: B - Project of TMU › h - Higher Education Sprout Project
Research output
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Deep Multi-Objective Learning from Low-Dose CT for Automatic Lung-RADS Report Generation
Chang, Y. C., Hsing, Y. C., Chiu, Y. W., Shih, C. C., Lin, J. H., Hsiao, S. H., Sakai, K., Ko, K. H. & Chen, C. Y., Mar 2022, In: Journal of Personalized Medicine. 12, 3, 417.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting aspect-based sentiment using deep learning and information visualization: The impact of COVID-19 on the airline industry
Chang, Y. C., Ku, C. H. & Nguyen, D. D. L., Mar 2022, In: Information and Management. 59, 2, 103587.Research output: Contribution to journal › Article › peer-review
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Emotion-infused deep neural network for emotionally resonant conversation
Chang, Y. C. & Hsing, Y. C., Dec 2021, In: Applied Soft Computing. 113, 107861.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
LBERT: Lexically aware Transformer-based Bidirectional Encoder Representation model for learning universal bio-entity relations
Warikoo, N., Chang, Y. C. & Hsu, W. L., Apr 20 2021, In: Bioinformatics (Oxford, England). 37, 3, p. 404-412 9 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Online critical review classification in response strategy and service provider rating: Algorithms from heuristic processing, sentiment analysis to deep learning
Zhu, J. J., Chang, Y-C., Ku, C-H., Li, S. Y. & Chen, C-J., 2021, In: Journal of Business Research. 129, p. 860-877 18 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)