Tabla de Contenidos:
  • Introduction to web search engines
  • Crawling, indexing, and query processing
  • Ranking webpages by popularity
  • The mathematics of Google's PageRank
  • Parameters in the PageRank model
  • The sensitivity of PageRank
  • The PageRank problem as a linear system
  • Issues in large-scale implementation of PageRank
  • Accelerating the computation of PageRank
  • Updating the PageRank vector
  • The HITS method for ranking webpages
  • Other link methods for ranking webpages
  • The future of web information retrieval
  • Resources for web information retrieval
  • The mathematics guide.