Today we went through Google’s original page rank algorithm and then discussed important modifications. We showed how to derive the “Google Matrix” and how it relates to Markov chains. Here are the slides from lecture 4.
CSCI494 Lect. 3 Jan. 25 2012 (Slides)
Last lecture (1/25/12) we discussed the elements of a search engine including crawlers, spiders, indexers, repositories, lexicons, ranking modules, and query processors. We also talked about fetching URLs and reviewed initial code for a crawler for assignment 2.
Here are the slides:
Anatomy of A Search Engine. Assignment 2 Building a Basic Crawler.
Next week we will derive “The Google Matrix” formula.