Course Content
Information Retrieval Concepts and Models, Introduction to World Wide Web, Hypertext Data, Search Engines, Crawling the Web.
Indexing and Search: Boolean Queries and Inverted Index, Relevance ranking, Similarity search, Web directories, Combining Searching with Browsing, Meta-searchers, Dynamic Search and Software Agents.
Clustering and Classification, Social, Semantic Web.
Reference Texts and E-Resources
An Introduction to Information Retrieval, By C.D. Manning, P. Raghvan and H. Schutze, Cambridge University Press
Web Data Mining Exploring Hyperlinks Contents and Usage Data: Bing Liu, Springer
Mining the Web Discovering knowledge from hypertext data: Soumen Chakrabarti IITB, Elsevier
Search Engines: Information Retrieval in Practice, By B. Croft, D. Metzler, T. Strohman, Addison Wesley
SemanticWebNotes
Managing and Mining Graph Data, By Charu C. Aggarwal, H. Wang
Tutorial: Web Information Retrieval, By Monika Henzinger
Slides: Web Mining : Accomplishments & Future Directions By Jaideep Srivastava
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