Description |
xii, 410 pages : illustrations ; 26 cm |
Contents |
I. Introduction to text mining -- II. Core text mining operations -- III. Text mining preprocessing techniques -- IV. Categorization -- V. Clustering -- VI. Information extraction -- VII. Probabilistic models for information extraction -- VIII. Preprocessing applications using probabilistic and hybrid approaches -- IX. Presentation-layer considerations for browsing and query refinement -- X. Visualization approaches -- XI. Link analysis -- XII. Text mining applications -- App. A. DIAL : a dedicated information extraction language for text mining |
Bibliography |
Includes bibliographical references and index |
Subject |
Data mining -- Handbooks, manuals, etc.
|
Genre/Form |
Handbooks and manuals.
|
Author |
Sanger, James, 1965-
|
LC no. |
2005029330 |
ISBN |
0521836573 hardback |
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