TextMining - CSE 634 Data Mining: Text Mining Group # 8...

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CSE 634 – Data Mining: Text Mining Group # 8 Presenters: Munyaradzi Chiwara Mahmoud Al-Ayyoub Mohammad Sajjad Hossain Rajan Gupta Professor Anita Wasilewska
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Outline of Presentation Subject Presentation Munyaradzi Chiwara. Mahmoud Al-Ayyoub. Paper Presentation Linguistic Profiling for Authorship Recognition and Verification Mohammad Sajjad Hossain. Application Presentation ARROWSMITH Rajan Gupta.
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References Fan, W., Wallace, L., Rich, S. and Zhang, Z. Tapping into the Power of Text Mining. Communications of ACM, 2005. Grobelnik, M. and Mladenic, D. Text-Mining Tutorial. In the Proceeding of Learning Methods for Text Understanding and Mining, Grenoble, France, January 26 – 29, 2004. Hearst, M. Untangling Text Data Mining. In the Proceedings of ACL'99: the 37th Annual Meeting of the Association for Computational Linguistics, University of Maryland, June 20-26, 1999. Ramadan, N. M. Halvorson, H., Vandelinde, A. and Levine, S. R. Low brain magnesium in migraine. Headache, 29(7):416-419, 1989. Swanson, D. R. Complementary structures in disjoint science literatures. In the Proceedings of the 14th Annual International ACM/SIGIR Conference, pages 280-289, 1991. Witten, I. H. “Text mining.” In Practical handbook of internet computing , edited by M.P. Singh, pp. 14-1 - 14-22. Chapman & Hall/CRC Press, Boca Raton, Florida, 2005.
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References Callan, J. A Course on Text Data Mining. Carnegie Mellon University, 2004. http://hartford.lti.cs.cmu.edu/classes/95-779/ Even-Zohar, Y. Introduction to Text Mining. Supercomputing, 2002. http://algdocs.ncsa.uiuc.edu/PR-20021008-1.ppt Hearst, M. Text Mining Tools: Instruments for Scientific Discovery. IMA Text Mining Workshop, 2000. http://www.ima.umn.edu/talks/workshops/4-17- 18.2000/hearst/hearst.pdf Hearst, M. What Is Text Mining? 2003. http://www.sims.berkeley.edu/~hearst/text-mining.html Hidalgo, J. Tutorial on Text Mining and Internet Content filtering. ECML/PKDD, 2002. http://www.esi.uem.es/~jmgomez/tutorials/ecmlpkdd02/slides.pdf Witte, R. Prelude Overview: Introduction to Text Mining Tutorial . EDBT, 2006. http://www.edbt2006.de/edbt- share/IntroductionToTextMining.pdf
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What is Text Mining? The discovery by computer of new, previously unknown information, by automatically extracting information from a usually large amount of different unstructured textual resources.
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What does previously unknown mean? Implies discovering genuinely new information. Hearst’s analogy: Discovering new knowledge vs. merely finding patterns is like the difference between a detective following clues to find the criminal vs. analysts looking at crime statistics to assess overall trends in car theft. What about
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TextMining - CSE 634 Data Mining: Text Mining Group # 8...

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