Automatic Classification and Indexing
General
Textbook and Related Materials
- Textbook
- Manning, C. D., Raghavan, P., & Schutze, H. (2008). Introduction to Information Retrieval. Cambridge, MA: Camgrdige University Press. (Online version)
- 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)
- Conference Proceedings
- ACM SIGIR Annual International Conference on Research and Development in Information Retrieval (1978-)
- 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
- 30% Home works (Including Reading Assignment)
- 20% Presentation
- 40% Term Project
- 10% In-class Response
Format and Naming Scheme
- The works you have to hand out in this course fall into two categories:
The first is called HOMEWORK and the second is called Reading Assignment. We will use the abbreviations HW and RA to denote them, respectively.
- The naming scheme for your HW and RA in electronic version:
ACI2020HWNOID.DOC
ACI2020RANOID.DOC
where NO denotes the number of HW or RA, and ID denotes your student ID. For example, your ID is R86106055 and the work is the second RA. Therefore, the name for your work should be ACI2020RA02R86106055.DOC.
Lecture Schedule (Tentative)
請參見NTU Cool課程網址https://cool.ntu.edu.tw/courses/8756
Other Information
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