11 441 - Search Engines and Web Mining

Institution:

Carnegie Mellon University

Subject:

Description:

This course provides a comprehensive introduction to the theory and implementation of algorithms for organizing and searching large text collections. The first half of the course studies text search engines for enterprise and Web environments; the open-source Indri search engine is used as a working example. The second half studies text mining techniques such as clustering, categorization, and information extraction. Programming assignments give hands-on experience with document ranking algorithms, categorizing documents into browsing hierarchies, and related topics.

Credits:

12.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.cmu.edu/

Phone Number:

(412) 268-2000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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