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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

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.

1/1/2012/31/20

Project: C - Project of Alliancel - National Taiwan Ocean University

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

Chang, Y.

9/1/198/31/20

Project: A - Government Institutionb - Ministry of Science and Technology

Social Interaction Discovery and Publicity Mining

Chang, Y.

11/1/1810/1/19

Project: A - Government Institutionb - Ministry of Science and Technology

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

Chang, Y.

9/1/188/1/19

Project: A - Government Institutionb - Ministry of Science and Technology

Social Interaction Discovery and Publicity Mining

Chang, Y.

11/1/1710/31/18

Project: A - Government Institutionb - 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 journalArticle

  • 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 proceedingConference 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 journalArticle

  • 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 journalArticle

    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 proceedingConference contribution