Independent Study Reading List, Spring 2010

• The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity
• Recursive Attribute Factoring
  
• A Measure of Similarity between Graph Vertices with Applications to Synonym Extraction and Web Searching
• Higher-order web link analysis using multilinear algebra
  
• A Course on the Web Graph
• From paragraph to graph: Latent semantic analysis for information visualization
• Web search via hub synthesis
• Spectral filtering for resource discovery
• Finding authorities and hubs from link structures on the world wide web
• Graph structure in the web
• The structure of broad topics on the web
• Topical locality on the web
• Towards logical hypertext structure - a graph-theoretic perspective
• The connectivity sonar: detecting site functionality by structural patterns
• Knowing a web page by the company it keeps
• Human-Level Performance on Word Analogy Questions by Latent Relational Analysis
• Trawling the web for emerging cyber-communities