Introduction to Information Retrieval 2014

Introduction to Information Retrieval 2014

  • Instructor: QIAN Weining (Professor, Ph.D.)
  • Office hour: pending…
  • Course time:
    • Thursday 1:00pm – 2:40pm  (Feb. 20 – June xx, 2014)
  • Course homepage (pls. across the #gfw#): https://wnqian.wordpress.com/teaching/ir2014/
  • Required textbook:
  • Slides: Slides from the homepage of the textbook is used.
  • Schedule:
    • Boolean Retrieval (IIR Ch. 1) 
    • Term Vocabulary and Postings Lists (IIR Ch. 2) 
    • Index Construction (IIR Ch. 4) 
    • Vector Space Model (IIR Ch. 6)
    • Project (assignment, and submission requirements
    • Computing Scores (IIR Ch. 7) 
    • Evaluation (IIR Ch. 8)
    • MapReduce and Hadoop (slides from CS345A of Stanford, Jeff Dean’s talks in WSDM 2009, and CS295 of Stanford)
    • HITS and PageRank (Book by Amy N. Langville and Carl D. Meyer, and Amy N. Langville’s slides)
    • Social Networks (Slides from Pierre Senellart’s course)
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