Table of Contents
Mining Content and Structure on the Web
Web Mining Taxonomy
Web Mining Taxonomy
Web Mining Taxonomy
Mining Search Engine Results
Multi-Layer Warehousing of the Web (Han, et al, 1997-1998)
Multiple Layered Database Architecture
Construction of Multi-Layer Meta-Web
Citation Analysis in Information Retrieval
Co-citation analysis (From Garfield 98)
Co-citation analysis (From Garfield 98)
Discovery of Authoritative Pages
Hypertext Induced Topic Search
HITS Algorithm
HITS: Problems and Solutions
Modified HITS Algorithm
Agent-based Information Systems
Learning Interface Agents
Letizia: Autonomous Interface Agent (Lieberman 96)
WebWatcher
Another Example of Web Content Mining: WebACE (Mobasher, Boley, Gini, Han - 1998)
WebACE Architecture
Hypergraph-Based Clustering
Attaching Weights to Hyperedges
Selection of Good Partitions
What are the Transactions?
Experiments with WebACE
Feature Selection Criteria Used in the Experiments
Entropy Comparison of Algorithms
Document Clusters in AutoClass
Document Clusters in ARHP
Applying ARHP to S&P Stock Data
Clustering of S&P 500 Stock Data
Intelligent Web Assistant Agent (Mobasher, Lytinen 1999-2000)
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Author: Bamshad Mobasher
Email: mobasher@cs.depaul.edu
Home Page: http://maya.cs.depaul.edu/~mobasher/classes/cs589
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