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Research Output 2006 2019

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

Clinical Trials
Learning
Health Surveys
Semantics
Noise

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
Social Media
Shopping centers
social networks
Recommender systems
emotions

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

13 Citations (Scopus)

Social media analytics: Extracting and visualizing Hilton hotel ratings and reviews from TripAdvisor

Chang, Y-C., Ku, C-H. & Chen, C-H., Oct 2019, In : International Journal of Information Management. 48, p. 263-279

Research output: Contribution to journalArticle

Hotels
social media
rating
Industry
Convolution
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

Social Media
Pregnancy
Neural Network Model
Mining
Health

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

Sentiment Analysis
Social Media
Internet
Vector spaces
Classifiers

Entailment-Based Intelligent System for Software Project Monitoring and Control

Chang, Y. C., Shih, C. W. & Hsu, W. L., Mar 2018, In : IEEE Systems Journal. 12, 1, p. 216-227

Research output: Contribution to journalArticle

Intelligent systems
Managers
Monitoring
Processing
Costs
2 Citations (Scopus)

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, 2018

Research output: Contribution to journalArticle

Linguistics
seeds
Proteins
chemical compounds
protein-protein interactions
2017
6 Citations (Scopus)

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

FISER: A Feature-Based Detection System for Person Interactions

Chang, Y. C., Chuang, P. H., Chen, C. C. & Hsu, W. L., Nov 2017, In : Computational Intelligence. 33, 4, p. 656-679

Research output: Contribution to journalArticle

Person
Proteins
Syntactics
Interaction
Semantics
1 Citation (Scopus)

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

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

Recurrent neural networks
Proteins
Semantics
Long short-term memory
Experiments

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

3 Citations (Scopus)

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

Sentiment Analysis
Log-likelihood Ratio
Support vector machines
Support Vector Machine
TF-IDF

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

Syntactics
Convolution
Semantics
2016
10 Citations (Scopus)

BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID

Kim, S., Islamaj Doğan, R., Chatr-Aryamontri, A., Chang, C. S., Oughtred, R., Rust, J., Batista-Navarro, R., Carter, J., Ananiadou, S., Matos, S., Santos, A., Campos, D., Oliveira, J. L., Singh, O., Jonnagaddala, J., Dai, H-J., Su, E. C-Y., Chang, Y-C., Su, Y-C., Chu, C-H. & 15 others, Chen, C. C., Hsu, W-L., Peng, Y., Arighi, C., Wu, C. H., Vijay-Shanker, K., Aydın, F., Hüsünbeyi, Z. M., Özgür, A., Shin, S-Y., Kwon, D., Dolinski, K., Tyers, M., Wilbur, W. J. & Comeau, D. C., Sep 1 2016, In : Database : the journal of biological databases and curation. 2016

Research output: Contribution to journalArticle

Proteins
proteins
Genes
Communications Media
Text processing
1 Citation (Scopus)

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

Experiments
2 Citations (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

Vector spaces
Explosions
Support vector machines
Neural networks

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

Experiments
2 Citations (Scopus)

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

Communication Networks
Telecommunication networks
Lens
Lenses
China

Linguistic Template Extraction for Recognizing Reader-Emotion

Chang, Y-C., Chu, C-H., Chin Chen, C. & Hsu, W-L., Jul 1 2016, In : International Journal of Computational Linguistics and Chinese Language Processing. 21, 1, p. 29-50 22 p.

Research output: Contribution to journalArticle

Linguistics
Information retrieval systems
Syntactics
Learning systems
Semantics

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

6 Citations (Scopus)

PIPE: a protein-protein interaction passage extraction module for BioCreative challenge

Chang, Y. C., Chu, C. H., Su, Y. C., Chen, C. C. & Hsu, W. L., Jan 1 2016, In : Database : the journal of biological databases and curation. 2016

Research output: Contribution to journalArticle

protein-protein interactions
Proteins
seeds
methodology
learning
1 Citation (Scopus)

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

Processing
Industry
Experiments
Statistical Models
Restaurants
3 Citations (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

Vector spaces
Support vector machines
Neural networks
2 Citations (Scopus)

SPIRIT: A Tree Kernel-Based Method for Topic Person Interaction Detection

Chang, Y. C., Chen, C. C. & Hsu, W. L., Sep 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 9, p. 2494-2507 14 p., 7468551.

Research output: Contribution to journalArticle

Proteins
Syntactics
Convolution
Semantics
Experiments
2015
15 Downloads (Pure)

Constructing Topic Person Interaction Networks Using a Tree Kernel-Based Method

Chang, Y-C., Chen, Z-Y., Chen, C. C. & Hsu, W. L., Dec 2015, In : International Journal of Languages. p. 238-245 8 p.

Research output: Contribution to journalArticle

File
Syntactics
Polarization
21 Citations (Scopus)

Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenization

Dai, H. J., Lai, P. T., Chang, Y. C. & Tsai, R. T. H., 2015, In : Journal of Cheminformatics. 7, S14.

Research output: Contribution to journalArticle

chemical compounds
Chemical compounds
drugs
drug
Pharmaceutical Preparations
14 Citations (Scopus)

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

Linguistics
emotion
assistance
linguistics
Syntactics

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

Neural networks
Syntactics
Classifiers
Semantics
Emotion
6 Downloads (Pure)

Protein-protein Interaction Passage Extraction Using the Interaction Pattern Kernel Approach for the BioCreative 2015 BioC Track

Chang, Y-C., Su, Y-C., Chu, C. H., Chen, C. C. & Hsu, W. L., 2015, In : BioCreative V workshop. p. 10-16 7 p.

Research output: Contribution to journalArticle

File
Proteins
Molecular biology
Convolution
Application programming interfaces (API)
Labeling
1 Citation (Scopus)

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

Semantics
Syntactics
Learning systems
Sand
2014

A frame-based approach for reference metadata extraction

Hsieh, Y. L., Liu, S. H., Yang, T. H., Chen, Y. H., Chang, Y. C., Hsieh, G., Shih, C. W., Lu, C. H. & Hsu, W. L., 2014, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8916, p. 154-163 10 p.

Research output: Contribution to journalArticle

Metadata
Learning systems
Abbreviation
Conditional Random Fields
Sequence Alignment
1 Citation (Scopus)
Protein-protein Interaction
kernel
Proteins
Interaction
Frequent Pattern
3 Citations (Scopus)
Conditional Random Fields
Health
Electronics
Learning systems
Machine Learning
3 Citations (Scopus)

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

Natural Language
Semantics
Human Perception
Syntactics
Syntax
1 Citation (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

Linguistics
Semantics
Vector spaces
Learning systems
Substitution reactions
2013
1 Citation (Scopus)

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

Tree Structure
Composite
kernel
Composite materials
Syntactics

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

22 Citations (Scopus)

TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries

Chang, Y. C., Dai, H. J., Wu, J. C. Y., Chen, J. M., Tsai, R. T. H. & Hsu, W. L., 2013, In : Journal of Biomedical Informatics. 46, SUPPL., p. S54-S62

Research output: Contribution to journalArticle

Patient Discharge Summaries
Learning systems
Electric fuses
Entropy
Personnel
2012
1 Citation (Scopus)

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

Syntactics
Person
Semantics
Interaction
Information Extraction
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

Costs
Error correction
2009
56 Citations (Scopus)

Ontological recommendation multi-agent for Tainan City travel

Lee, C-S., Chang, Y-C. & Wang, M-H., 2009, In : Expert Systems with Applications. 36, 3, p. 6740-6753 14 p.

Research output: Contribution to journalArticle

Ontology
Ant colony optimization
Fuzzy inference
Planning
4 Citations (Scopus)

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

2008
5 Citations (Scopus)

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

Ontology
Fuzzy inference
Medical problems
2007

基於知識本體之語意搜尋代理人於CMMI知識管理系統之應用

Translated title of the contribution: Ontology-based Semantic Search Agent for CMMI Knowledge Management System張詠淳, 許舜欽, 李健興 & Lee, C-S., 2007, 長榮大學. 111 p.

Research output: Book/ReportBook

Semantic search
Ontology
Knowledge management systems
Knowledge management
Monitoring
2006

CMMI問答知識本體建構技術之研究

Translated title of the contribution: A Construction Approach for CMMI Question & Answer OntologyChang, Y-C., 李健興, 陳瑞仁 & 許舜欽, Sep 2006, In : UNKNOWN. p. 1-23

Research output: Contribution to journalArticle

67 Downloads (Pure)

基於Ontology之專案監控知識管理之研究

Chang, Y-C., 李健興, 黃雅琴, 郭耀煌 & 許舜欽, 2006, In : 理工研究學報. 40, 1, p. 69-87 9 p.

Research output: Contribution to journalArticle

File