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Related lectures (24)
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Calcul and algorithms: methodology
Explores the PageRank algorithm used by Google to rank web pages.
Social Influence and Choice
Explores social influence, democracy, individual autonomy, equality, and decision-making models.
Knowledge Representation: Semantics and Data Structures
Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.
Information Retrieval: Indexing and Retrieval
Covers indexing techniques, distributed retrieval algorithms, and challenges in large-scale web indexing.
PageRank & HITS Algorithms
Explains PageRank and HITS algorithms for web page ranking and authority calculation.
Distributed Information Systems: Overview and Course Information
Covers key concepts of Distributed Information Systems and course logistics.
Asymptotic Behavior of Markov Chains
Explores recurrent states, invariant distributions, convergence to equilibrium, and PageRank algorithm.
HTTP Basics: Request, Response, HTML
Introduces HTTP basics, HTML, and tools for web scraping.
Anchor Text Indexing and Page Ranking
Explores anchor text indexing, PageRank, and link-based ranking using a random walker model.
Practical Computation of PageRank
Covers the practical computation of PageRank using iterative methods and the challenges of the eigen-vector method.
