Emerging technologies of text mining : techniques and applications / Hercules Antonio do Prado, Edilson Ferneda, [editors]

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Subjects: Data mining
Web databases
Electronic books
Formats: Electronic Resource, Remote
Material Type: Books
Language: English
Audience: Unspecified
Published: Hershey, PA : Information Science Reference, c2008
LC Classification: Q, QA
Physical Description: xvii, 358 p. : ill. ; 29 cm
Table of Contents: Foreword
Preface
Acknowledgment
Ch. I. Information Extraction: Methodologies and Applications / Jie Tang, Mingcai Hong, Duo Zhang, Bangyong Liang, Juanzi Li 1
Ch. II. Creating Strategic Information for Organizations with Structured Text / Roberto Penteado, Eric Boutin 34
Ch. III. Automatic NLP for Competitive Intelligence / Christian Aranha, Emmanuel Passos 54
Ch. IV. Mining Profiles and Definitions with Natural Language Processing / Horacio Saggion 77
Ch. V. Deriving Taxonomy from Documents at Sentence Level / Ying Liu, Han Tong Loh, Wen Feng Lu 99
Ch. VI. Rule Discovery from Textual Data / Shigeaki Sakurai 120
Ch. VII. Exploring Unclassified Texts Using Multiview Semisupervised Learning / Edson Takashi Matsubara, Maria Carolina Monard, Ronaldo Cristiano Prati 139
Ch. VIII. A Multi-Agent Neural Network System for Web Text Mining / Lean Yu, Shouyang Wang, Kin Keung Lai 162
Ch. IX. Contextualized Clustering in Exploratory Web Search / Jon Atle Gulla, Hans Olaf Borch, Jon Espen Ingvaldsen 184
Ch. X. AntWeb - Web Search Based on Ant Behavior: Approach and Implementation in Case of Interlegis / Li Weigang, Wu Man Qi 208
Ch. XI. Conceptual Clustering of Textual Documents and Some Insights for Knowledge Discovery / Leandro Krug Wives, Jose Palazzo Moreira de Oliveira, Stanley Loh 223
Ch. XII. A Hierarchical Online Classifier for Patent Categorization / Domonkos Tikk, Gyorgy Biro, Attila Torcsvari 244
Ch. XIII. Text Mining to Define a Validated Model of Hospital Rankings / Patricia Bintzler Cerrito 268
Ch. XIV. An Interpretation Process for Clustering Analysis Based on the Ontology of Language / Wagner Francisco Castilho, Gentil Jose de Lucena Filho, Hercules Antonio do Prado, Edilson Ferneda 297
Compilation of References 321
About the Contributors 348
Index 355
Additional Authors: Prado, Hercules Antonio do
Ferneda, Edilson
Notes: LCCN: 2007022229
ISBN: 9781599043739 (hardcover)
ISBN: 1599043734 (hardcover)
ISBN: 9781599043753 (ebook)
ISBN: 1599043750 (ebook)
"Premier reference source", on book cover
Summary: "This book provides the most recent technical information related to the computational models of the text mining process, discussing techniques within the realms of classification, association analysis, information extraction, and clustering. Offering an innovative approach to the utilization of textual information mining to maximize competitive advantage, it will provide libraries with the defining reference on this topic"--Provided by publisher
Includes bibliographical references and index
Mode of access: Internet via World Wide Web
OCLC Number: 144596599
ISBN/ISSN: 9781599043739
1599043734
9781599043753
1599043750