Chia-Hui Chang - Rm E1-323, Ext: 4523, or chia@csie.ncu.edu.tw
- Modern Information Retrieval
by R. Baeza-Yates and B. Ribeiro-Neto, Addison-Wesley, 1999.- Information Retrieval: Data Structures and Algorithms
by W.B. Frakes and R. Baeza-Yates (Eds.) Englewood Cliffs, NJ: Prentice Hall, 1992.- Automatic Text Processing
by G. Salton, Addison-Wesley, 1989.- Information retrieval
by C. J. van Rijsbergen. London: Butterworths, 1975.
The objective of this class is to introduce students to the fundamentals of modern information retrieval systems. This course will start by studying classic textual information retrieval systems, then move to modern information retrieval on WWW. The first half of the course will be lecture oriented, and the second half is seminar oriented. Students will be expected to read papers on a research topic of their choice, present a summary to the class, and do an independent project.
- Introduction to Information Retrieval and Extraction
- Conventional Information Retrieval Systems
- Term Operations and Document Processing
- Automatic Indexing
- Information-Retrieval Models
- Retrieval Performance Evaluation
- Query Operation
- Relevance Feedback
- Clustering Algorithms
- Searching on the Web
- Information extraction
- ACM SIGIR - Research and Development in Information Retrieval (1978-)
- TREC - Text REtrieval Conference (1992-)
- WWW - World Wide Web Conference Series
- ACM/IEEE Joint Conference on Digital Library
- Others
AAAI, IJCAI, ACM Hypertext, CIKM, WebNet, WebDB, HIM, WECWIS, WIDM Autonomous Agent,
- ACM Transactions on Information Systems
- Information Processing and Management (formerly Information Storage and Retrieval)
- Information Processing and Management, Elsevier
- Journal of the American Society for Information Science, JASIST
- Journal of Documentation
- Information Retrieval, Kluwer
- Journal of Intelligent Information Systems, Kluwer