We are Machine Intelligence Group, and you may call us "MIG."
Our group is interested in building software systems that demonstrate intelligent behavior hopefully at comparable speeds of MIG fighter jets.
We focus on applications of artificial intelligence techniques, such as automatic reasoning, natural language processing, and machine learning, to the realization of computer-assisted learning systems, legal information systems, intelligent transportation systems, decision support systems.
We are conducting the following projects at this moment.
- Probabilistic Reasoning: Chao-Lin Liu
- Classification of Computer Science Papers: (graduate) Yu-Hsun Chen and Kan-Wen Tien
- Information Retrieval for Chinese Judicial Documents: (graduate) Chia-Liang Lan
- Annotation and Evaluation of On-Line News Articles: (graduate) Wei-Jia Chiu
- Computer Assisted Test-Item Generation for Elementary Chinese: (graduate) Chih-Bin Huang
- Intelligent Tutoring Systems: (graduate) Chao-Hsien Huang and Yu-Hao Liu
- Cognitive Process of Chinese Readers: (undergrad) Juei-Yu Weng and Yi-Hsuan Chuang
History
- Master's degree students
- Undergraduate students
- Feb/2008--Jan/2009 (undergraduate projects)¡@¡@
- Simple Poker Games: Yu-Chi Chang
- Reversi: Zheng-Hong Lin (publication: The Thirteenth TAAI Conference on Artificial Intelligence and Applications)
- Feb/2006--Jan/2007 (undergraduate projects)¡@¡@
- Computer-Assisted Mathematics Learning: Chieh-Ming Hsu
- Intelligent Transportation Systems: Hsiang-Chun Chang
- Information Retrieval: Po-Tun Wu and Chia-Liang Wu
- Feb/2005--Feb/2006 (an NSC-funded undergrad research project)¡@¡@
- Computer-Assisted Chinese Sentence Patterns Learning for Koreans and Japaneses: Yu-Chun Wang (publications: 2005 National Computer Symposium, 2007 RANLP workshop on NLP for Education Resources)
- Feb/2005--Jan/2006 (undergraduate projects)¡@¡@
- Intelligent Transportation Systems: Using Pricing Mechanisms to Guide Traffic Flow: Kai-Ying Lin
- Computer-Assisted Extraction of Video Clips from DVDs for Language Learning: Yu-Ming Hsu
- Computer-Assisted Reviewer Assignment for Academic Manuscripts: Po-Shuen Wang
- Feb/2004--Feb/2005 (an NSC-funded undergrad research project)¡@¡@
- Using Latent Class Analysis for Student and Customer Classification: Yu-Chih Liu (publications: 2004 International Computer Symposium; The Ninth TAAI Conference on Artificial Intelligence and Applications)
- Feb/2004--Jan/2005 (undergraduate projects)¡@¡@
- Classification of Indictment Documents in Chinese and Identification of Chinese Names: Yun-Jen Lu
- Computer Assisted Learning for SIC/XE: Hsin-Wei Hsiao
- Computer Assisted Generation for Chinese Pronunciation Items and Sample Sentences: Yen-Ni Li
- Feb/2003--Jan/2004 (undergraduate projects)¡@¡@
- Computer-Assisted Learning of Systems Programming Techniques: Tzu-Peng Chang
- Legal Informatics: Hsin-Hung Lin
- Computer-Assisted Generation of English Sentences: Yen-Ting Chuang
- Applications of Ontology: Hsih-Hsiang Lo
- Feb/2002-Jan/2003 (undergraduate projects)
- Recognition of Chinese Characters on Highway Signs: Kai-Wei Chang
- A User Interfact for a Legal Decision Support System: Chih-Ming Lai
- Chinese-English Sentence Alignment: Li-Wei Chen
- Traffic Sign Recognition: Kun-Hao Liu (publications: The Fourteenth International Symposium on Methodologies for Intelligent Systems; The Seventh TAAI Conference on Artificial Intelligentce and Applications)
- Feb/2001-Jan/2002 [Intrusion Detection Systems] (undergraduate projects)
- Participants: Hsin-Chieh Chen, (This is a joint work with Professor Hu)(Graduate)Ting-Chien Huang, (undergrad)Chia-Hao Hsu, Chien-Chang Lin, Shih-Wen Peng, and Sheng-Ming Chang
- Nov/2000-Jan/2002 [Pattern Recognition] (undergraduate projects)
- [Font Identification of Chinese Characters]
- Participants: Ming-Yu Tsai, Kuang-Ting Chuang, and Shang-Ming Huang
- Publication: National Computer Symposium 2001
- [Traffic Sign Recognition]: Kuang-Ting Chuang and Shang-Ming Huang
- Feb/2000-Jan/2001 [Internet Games] (undergraduate projects)
- Participants: He-Hsiang Chang, Pai-Tsan Huang, Ting-Ming Liao, Wen-Hung Tsai, and Hsiu-Ming Yang
- Aug/1999-Jul/2000 [Intelligent Transportation Systems]
- [APTS99] We built an Internet service for providing connection information for the public transportation systems that serve the Taipei metropolitan area. This project was a collaboration with Professor Tun-Wen Pai and his students, Chun-Tien Chang, Po-Nien Chen, and Chih-Yao Yang, of the Department of Computer Science of the National Taiwan Ocean University. The resulting system, named IRIS, can be accessed via the Internet at http://iris.cs.ntou.edu.tw.
- [BN99] During the same period, Chao-Lin also worked on algorithms for computing the fastest path in a transportation networks, and the results were partially published in the Proceedings of the IEEE/JSAI/IEEJ International Conference on Intelligent Transportation Systems.
- Publications: WCITS'01, ITSC'01, ICCE/ICCAI'00, TWITS'00, ITSC'99
