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Research Output

  • 193 Citations
  • 6 h-Index
  • 27 Conference contribution
  • 21 Article
  • 1 Book
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Conference contribution
2019

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

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

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 proceedingConference contribution

1 Citation (Scopus)

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

2017

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

1 Citation (Scopus)

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

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

MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network

Hsieh, Y. L., Chang, Y-C., Huang, Y. J., Yeh, S. H., Chen, C-H. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 80-85

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

Sentiment analysis on Chinese movie review with distributed keyword vector representation

Chu, C. H., Wang, C. A., Chang, Y. C., Wu, Y. W., Hsieh, Y. L. & Hsu, W. L., Mar 16 2017, TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. 7880169

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

3 Citations (Scopus)

SPIRIT: A tree kernel-based method for topic person interaction detection (Extended abstract)

Chang, Y. C., Chen, C. C. & Hsu, W. L., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 13-14 2 p. 7929909

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

2016

Constructing sentiment sensitive vectors for word polarity classification

Chu, C. H., Roopa, A. H., Chang, Y. C. & Hsu, W. L., Feb 12 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 252-259 8 p. 7407058

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

1 Citation (Scopus)

Distributed keyword vector representation for document categorization

Hsieh, Y. L., Liu, S. H., Chang, Y. C. & Hsu, W. L., Feb 12 2016, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 245-251 7 p. 7407126

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

2 Citations (Scopus)

How Do I Look? Publicity Mining From Distributed Keyword Representation of Socially Infused News Articles

Hsieh, Y-L., Chang, Y-C., Chu, C-H. & Hsu, W-L., Nov 11 2016, The 4th International Workshop on Natural Language Processing for Social Media.

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

Investigating regional prejudice in China through the lens of Weibo

Wang, X., Zuo, Z., Zhang, Y., Zhao, K., Chang, Y. C. & Chou, C. S., 2016, Social Informatics - 8th International Conference, SocInfo 2016, Proceedings. Springer Verlag, Vol. 10047 LNCS. p. 500-513 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10047 LNCS).

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

2 Citations (Scopus)

Natural Language Processing: From Text Mining to Social Media Analysis

Ku, J. & Chang, Y-C., Nov 13 2016, INFORMS Annual Meeting 2016. INFORMS Annual Meeting 2016

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

Principle-based approach for semi-Automatic construction of a restaurant question answering system from limited datasets

Yang, T. H., Hsieh, Y. L., Chung, Y., Shih, C. W., Liu, S. H., Chang, Y. C. & Hsu, W. L., 2016, Proceedings - 2016 IEEE 17th International Conference on Information Reuse and Integration, IRI 2016. Institute of Electrical and Electronics Engineers Inc., p. 520-524 5 p.

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

1 Citation (Scopus)

Sentiment analysis of Chinese microblog message using neural network-based vector representation for measuring Regional prejudice

Chang, Y. C., Chou, C. S., Zhang, Y., Wang, X. & Hsu, W. L., 2016, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems

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

3 Citations (Scopus)
2015

Linguistic template extraction for recognizing reader-emotion and emotional resonance writing assistance

Chang, Y. C., Chen, C. C., Hsieh, Y. L., Chen, C. C. & Hsu, W. L., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 775-780 6 p.

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

14 Citations (Scopus)

Neural Network-Based Vector Representation of Documents for Reader-Emotion Categorization

Hsieh, Y. L., Liu, S. H., Chang, Y. C. & Hsu, W. L., Oct 19 2015, Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015. Institute of Electrical and Electronics Engineers Inc., p. 569-573 5 p. 7301028

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

Semantic frame-based approach for reade-remotion detection

Chang, Y. C., Chen, C. C. & Hsu, W. L., 2015, Pacific Asia Conference on Information Systems, PACIS 2015 - Proceedings. Pacific Asia Conference on Information Systems

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

1 Citation (Scopus)
2014

Semantic frame-based natural language understanding for intelligent topic detection agent

Chang, Y. C., Hsieh, Y. L., Chen, C. C. & Hsu, W. L., Jan 1 2014, Modern Advances in Applied Intelligence - 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014, Proceedings. PART 1 ed. Springer Verlag, Vol. 8481. p. 339-348 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8481 LNAI, no. PART 1).

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

3 Citations (Scopus)

Semantic frame-based statistical approach for topic detection

Chang, Y. C., Hsieh, Y. L., Chen, C. C., Liu, C., Lu, C. H. & Hsu, W. L., 2014, Proceedings of the 28th Pacific Asia Conference on Language, Information and Computation, PACLIC 2014. Faculty of Pharmaceutical Sciences, Chulalongkorn University, p. 75-84 10 p.

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

1 Citation (Scopus)
2013

A composite kernel approach for detecting interactive segments in Chinese topic documents

Chang, Y. C., Chen, C. C. & Hsu, W. L., 2013, Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Proceedings. Vol. 8281 LNCS. p. 215-226 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8281 LNCS).

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

1 Citation (Scopus)

Gene Ontology Evidence Sentence Retrieval Using Combinatorial Applications of Semantic Class and Rule Patterns

Chen, J. M., Chang, Y-C., Wu, J. C. Y., Lai, P. T. & Dai, H-J., 2013, The Fourth BioCreAtIvE Challenge Evaluation Workshop.

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

2012

FISER: An effective method for detecting interactions between topic persons

Chang, Y. C., Chuang, P. H., Chen, C. C. & Hsu, W. L., 2012, Information Retrieval Technology - 8th Asia Information Retrieval Societies Conference, AIRS 2012, Proceedings. Vol. 7675 LNCS. p. 275-285 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7675 LNCS).

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

1 Citation (Scopus)
2011

Robustness Analysis of Adaptive Chinese Input Methods

Jiang, M. T-J., Lee, C-W., Liu, C., Chang, Y-C. & Hsu, W. L., Dec 2011, Workshop on Advances in Text Input Methods (WTIM).

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

2009

Ontology-Based Intelligent Web Mining Agent for Taiwan Travel

Chang, Y-C., Yang, P-C. & Chiang, J-H., 2009, Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03. Washington, DC, USA: IEEE Computer Society, p. 421-424 4 p. (WI-IAT '09).

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

4 Citations (Scopus)
2008

Intelligent healthcare agent for food recommendation at Tainan City

Lee, C. S., Wang, M. H., Sun, W. C. & Chang, Y-C., 2008, IEEE International Conference on Systems, Man and Cybernetics. p. 1465-1470 6 p.

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

5 Citations (Scopus)