Topic

link analysis

5 videos. Ordered by the type of source, then by how recent the video is.

1. 1h 14m

   Apr 2023 Teaching or conference talk

   Data Mining (Spring 2023) - PageRank Part II

   UofU Data Science

   Covers PageRank problems such as spider traps and dead ends, and the teleportation fix in the Google formulation.

   Older: check current guidance
2. 19 min

   Oct 2020 Teaching or conference talk

   IR Course Lecture 16: Popularity - Page Rank and HITS

   Venkatesh Vinayakarao

   Covers two models of page popularity, PageRank with its random surfer model and HITS, in a course lecture.

   Older: check current guidance
3. 5 min

   Jun 2020 Teaching or conference talk

   How Google's PageRank Algorithm Works

   Spanning Tree

   Explains the random surfer model behind PageRank and what it means for a page to be important.

   Older: check current guidance
4. 20 min

   Mar 2020 Teaching or conference talk

   Google’s PageRank Algorithm Explained with Examples | Georgia Tech CSE6242

   Polo Club of Data Science @ Georgia Tech

   Explains PageRank through a numeric example with a visualisation, then introduces the personalised variant.

   Older: check current guidance
5. 8 min

   Nov 2019 Teaching or conference talk

   M4ML - Linear Algebra - 5.7 Introduction to PageRank

   Digital Media - Imperial College London

   Introduces PageRank from the linear algebra side as part of a mathematics for machine learning course.

   Older: check current guidance