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Text Mining Research: A Survey

Date Submitted: 09/09/2006 22:53:49
Length: 35 pages (9640 words)
Views: 127516

ABSTRACT Text mining, also known as knowledge discovery from text, and document information mining, refers to the process of extracting interesting patterns from very large text corpus for the purposes of discovering knowledge. Text mining is an interdisciplinary field involving information retrieval, text understanding, information extraction, clustering, categorization, visualization, database technology, machine learning, and data mining. Regarded by many as the next wave of knowledge discovery, text mining has a very high commercial value. This …

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…Data Compression Conference 1999, pages 198-207, 1999. [71]<Tab/>Y. Yang, J. Carbonell, R. Brown, T. Pierce, B. T. Archibald, and X. Liu. Learning approaches for detecting and tracking news events. IEEE Intelligent Systems, 14(4):32-43, 1999. [72]<Tab/>Y. Yang, "Expert Network: Effective and Efficient Learning form Human Decisions in Text Categorization and Retrieval," Proc. Seventh Ann. Int'l ACM-SIGIR Conf. Research and Development in Information Retrieval, ACM Press, New York, 1994, pp. 13-22.

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