Related work of Search Result Clustering

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Related work ofSearch Result Clustering

• 2005/11/16Luke Chi

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Citation of our WWW 06

• Doc ClusteringReexamining the cluster
  hypothesis scatter/gather on retrieval
  results.SIGIR'96problem cluster naming
• Term Clustering3 papers.problem cluster names
  still lack comprehension for users.

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Term Clustering

• 10 Web document clustering.SIGIR'98
• 6 A hierarchical monothetic doc clustering
  algorithm for summarization and browsing of
  seatch results. WWW04
• 11 Learning to cluster web search results.
  SIGIR'04

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Papers about clustering (1/4)

• CIKM '04, Practical Web-based Approach
  Generating Topic Hierarchy for Text Segments
• CIKM '04, Anatomy of Hierarchical Clustering
  Engine f Web-page, News Book Snippets
• ICME '04, Aspect Discovery Mining Context in
  World Wide Web
• WWW '05, Web Viewer A Topic-Oriented Approach
  for Personal Web Information Organization

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Papers about clustering (2/4)

• WWW'05, Automatic identification of user goals
  in web search
• WWW'05, A personalized search engine based on
  web-snippet hierarchical clustering.
• WWW '05, A Clustering Method for News Articles
  Retrieval System
• WWW '05, Representing Personal Web Information
  Using a Topic-Oriented Interface

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Papers about clustering (3/4)

• CHI '05, Optimizing the number of search result
  categories
• SIGCHI'05, Findex search result categories help
  users when document ranking fails
• PKDD '04, Experimenting SnakeT Hierarchical
  Clustering Engine for Web-Page Snippets
• ICDM '04, Anatomy of SnakeT A Hierarchical
  Clustering Engine for Web-Page Snippets

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Papers about clustering (4/4)

• Using Bloom Filters to Refine Web Search Results
• Web Directory Construction using Lexical Chains

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Approaches

• MethodologyHierarchy, Topic-oriented,
  Automatic identification of user goals,Web
  Directory Construction using Lexical Chains
• RepresentationOptimizing the number of search
  result categories

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Comments

• Lack of evaluationAn Evaluation of Techniques
  for Clustering Search Results (1996)Anton V.
  Leouski, W. Bruce Croft