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Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008
PDF of the book for online viewing (with nice hyperlink features, 2009.04.01)
PDF of the book for printing (2009.04.01)
University of Munich slides and assignments (2013.09.13)
Midterm Exam: 40%
Final Exam: 40%
Assignments: 10%
Attendance: 10%
Chapter 1. Boolean Retrieval
Chapter 2. The term vocabulary and postings lists
Chapter 3. Dictionaries and tolerant retrieval
Chapter 4. Index construction
Chapter 5. Index compression
Chapter 6. Scoring, term weighting and the vector space model
Chapter 7. Computing scores in a complete system
Chapter 8. Evaluation in information retrieval
Chapter 9. Relevance feedback and query expansion
Chapter 11. Probabilistic information retrieval
Chapter 12. Language models for information retrieval
Chapter 13. Text classification and Naïve Bayes
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