Summary and Info
Text mining searches for regularities, patterns or trends in natural language text. This book focuses on the concepts and methods needed to expand horizons beyond structured, numeric data to automated mining of text samples. It is for researchers, computer scientists, and advanced undergraduates and graduates. Preface; CONTENTS; 1 Overview of Text Mining; 2 From Textual Information to Numerical Vectors; 3 Using Text for Prediction; 4 Information Retrieval and Text Mining; 5 Finding Structure in a Document Collection; 6 Looking for Information in Documents; 7 Case Studies; 8 Emerging Directions; Appendix: Software Notes; A.1 Summary of Software; A.2 Requirements; A.3 Download Instructions; References; Author Index; Subject Index
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