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Computer Science 410 Introduction to Text Information Systems (Listed CS 397-CXZ Fall 2003; CS 498-CXZ until new course number is approved.) An introduction to the theory, design, and implementation of text-based information systems. Topics include text analysis, retrieval models (e.g., Boolean, vector space, probabilistic), text categorization, text filtering, clustering, retrieval system design and implementation, and applications to web information management. The course objective is to provide a thorough background on the concepts, algorithms, and applications of text retrieval. Students also learn how to implement a retrieval system. PrerequisitesCS225 or CS400; MATH 463 recommended; basic knowledge of probability and statistics; or consent of instructor. |
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DAIS - Database and Information Systems Laboratory, Department of Computer Science, University of Illinois at Urbana-Champaign, 201 N. Goodwin Ave., Urbana, IL 61801, USA. Fax: 217-265-6494, Phone: 217-244-6241. |