Automatic Classification and Indexing

General

Textbook and Related Materials

  1. Textbook
    • Manning, C. D., Raghavan, P., & Schutze, H. (2008). Introduction to Information Retrieval. Cambridge, MA: Camgrdige University Press. (Online version)
  2. Reference Books
    • Croft, W. B., Metzler, d., & Strohman, T. (2010). Search Engines: Information Retrieval in Practice. Boston, MA: Addison Wesley.
    • Kowalski, G., Maybury, M. T., & NetLibrary Inc. (2000). Information storage and retrieval systems: theory and implementation (2nd ed.). Boston, MA: Kluwer Academic.
    • Baeza-Yates, R. & Ribeiro-Neto, B. (1999). Modern Information Retrieval. New York: The ACM Press.
    • Chowdhury, G. G. (2004). Introduction to modern information retrieval (2nd ed.). London: Facet.
    • Frakes, W.B. & Baeza-Yates, R. (Eds.) (1992). Information Retrieval: Data Structures and Algorithms. Englewood Cliffs, NJ: Prentice Hall.
    • Salton, G. (1989). Automatic Text Processing: The Transformation, Analysis and Retrieval of Information by Computer. Reading, MA: Addison-Wesley.
    • Sparck Jones, Karen & Willett, Peter (1997). Readings in Information Retrieval. CA: Morgan Kaufmann Publishers.
    • Strzalkowski, T. (Ed.) (1999). Natural Language Information Retrieval. Dordrecht, The Netherlands: Kluwer Academic Publishers.
    • Van Rijsbergen, C. J. (1979). Information retrieval. (Online version)
  3. Conference Proceedings
    • ACM SIGIR Annual International Conference on Research and Development in Information Retrieval (1978-)
  4. Journals
    • ACM Transactions on Information Systems
    • Information Processing and Management (formerly Information Storage and Retrieval)
    • Journal of the American Society for Information Science (formerly American Documentation)
    • Journal of Documentation

Grading

Format and Naming Scheme

Lecture Schedule (Tentative)

  1. [2016-09-14] Introduction
  2. [2016-09-21] Ask a formal leave for a conference
  3. [2016-09-28] Information Retrieval in a broad viewpoint
  4. [2016-10-05] Boolean Retrieval
  5. [2016-10-12] Vocabulary and Postings lists
    Homework 1: Deadline 2016-10-26
  6. [2016-10-19] Vocabulary and Postings lists
  7. [2016-10-26] Dictionary and Tolerant Retrieval
    Homework 2: Deadline 2016-11-09
  8. [2016-11-02] Term Weighting
  9. [2016-11-09] Ask a formal leave for a conference
  10. [2016-11-16] Vector Space Model
  11. [2016-11-23] Evaluation for Information Retrieval I
  12. [2016-11-30] Relevance Feedback
  13. [2016-12-07] Query Expansion
  14. [2016-12-14] Classification I
  15. [2016-12-21] Classification II
  16. [2016-12-28] Presentation I
  17. [2016-01-04] Presentation II
  18. [2016-01-11] Presentation III

Other Information


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