Lecture

Link-based Ranking: Fundamentals and Algorithms

In course

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Description

This lecture covers the fundamentals and algorithms of link-based ranking, focusing on concepts such as anchor text indexing, PageRank, HITS, and practical implementations. It explains how link analysis algorithms like PageRank and HITS are used to determine the relevance and authority of web pages, as well as the challenges and potential issues associated with these methods.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_hqtktkjn

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Ontological neighbourhood

Mathematics

Discrete mathematics: Graph theory

Computer engineering

Computer networks: Search engines

Information engineering

Natural language processing: Topics in natural language processing

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