Web Search Engines

CS-GY 6913 Prof. Torsten, Suel

Introduction to Information Retrieval, by Manning, Raghavan, and Schu ̈tze, Cambridge University Press, 2007

  • Basic web and search engine architecture

  • Web crawling and text indexing

  • Text and data compression

  • I/O-efficient computing and computing with massive data sets

  • Search engine query execution and ranking functions

  • Computational advertising

  • Web mining, web graph mining, query log mining, and personalization

  • Retrieval evaluation techniques and measures

  • Relevance feedback, query expansion, and retrieval models

  • Complex rankers based on learning to rank and deep neural approaches

  • Advanced search engine architecture

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