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. [2017-09-13] Introduction
  2. [2017-09-20] Information Retrieval in a broad viewpoint
  3. [2017-09-27] Boolean Retrieval
  4. [2017-10-04] Vocabulary and Postings lists I
    Homework 1: Deadline 2017-10-25
  5. [2017-10-11] Vocabulary and Postings lists II
  6. [2017-10-18] Ask a formal leave for a conference
  7. [2017-10-25] Dictionary and Tolerant Retrieval
    Homework 2: Deadline 2017-11-08
  8. [2017-11-01] Ask a formal leave for a conference
  9. [2017-11-08] Term Weighting
  10. [2017-11-15] Vector Space Model
  11. [2017-11-22] Evaluation for Information Retrieval
  12. [2017-11-29] Ask a formal leave for a conference
  13. [2017-12-06] Relevance Feedback
  14. [2017-12-13] Query Expansion
  15. [2017-12-20] Classification
  16. [2017-12-27] Presentation I
  17. [2018-01-03] Presentation II
  18. [2018-01-10] Presentation III

Other Information


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