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Text Mining and its Applications : Results of the NEMIS Launch Conference - Spiros Sirmakessis

Text Mining and its Applications

Results of the NEMIS Launch Conference

By: Spiros Sirmakessis (Editor)

Hardcover

Published: 8th January 2004
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The world of text mining is simultaneously a minefield and a gold mine. It is an exciting application field and an area of scientific research that is currently under rapid development. It uses techniques from well-established scientific fields (e.g. data mining, machine learning, information retrieval, natural language processing, caseĀ­ based reasoning, statistics and knowledge management) in an effort to help people gain insight, understand and interpret large quantities of (usually) semi-structured and unstructured data. Despite the advances made during the last few years, many issues remain umesolved. Proper co-ordination activities, dissemination of current trends and standardisation of the procedures have been identified, as key needs. There are many questions still unanswered, especially to the potential users; what is the scope of Text Mining, who uses it and for what purpose, what constitutes the leading trends in the field of Text Mining -especially in relation to IT- and whether there still remain areas to be covered.

Mining for Gems of Informationp. 1
From Text to Information: Document Processing and Visualization, a Text Mining Approachp. 7
Web Mining: The Past, the Present, and Futurep. 25
Applications, Sectors and Strategies of Text Mining, a First Overall Picturep. 37
Text Classification of News Articles with Support Vector Machinesp. 53
A Review of Web Document Clustering Approachesp. 65
Supervised Term Weighting for Automated Text Categorizationp. 81
Machine Learning for Information Extraction in Genomics - State of the Art and Perspectivesp. 99
Processing Multilingual Collection for Text Mining Applicationsp. 119
Text Mining Tools: Evaluation Methods and Criteriap. 131
Knowledge Advantage through online Text Mining. Research Trends in Competitive Intelligence and Virtual Communities Applicationsp. 151
Real Time Customer Opinion Monitoringp. 159
Validation Techniques in Text Mining (with Application to the Processing of Open-ended Questions)p. 169
Clickstream Analysis, Semiotic Interpretation and Semantic Text Mining for a Distance Measurement on the Hypertextual Map of an Internet-portalp. 179
Text Mining in Official Statisticp. 189
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540202387
ISBN-10: 3540202382
Series: Studies in Fuzziness and Soft Computing
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 204
Published: 8th January 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.4 x 15.6  x 1.91
Weight (kg): 1.08