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Sinopsis
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Building on an initial survey of infrastructural issues-including Web crawling and indexing-Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. He then devotes the final part of the book to applications that unite infrastructure and analysis to bring machine learning to bear on systematically acquired and stored data. Here the focus is on results: the strengths and weaknesses of these applications, along with their potential as foundations for further progress. From Chakrabarti's work-painstaking, critical, and forward-looking-readers will gain the theoretical and practical understanding they need to contribute to the Web mining effort.
"Sinopsis" puede pertenecer a otra edición de este libro.
Críticas
..".solid and beneficial to readers interested in Web data mining, especially those interested in the details of algorithmic implementation." - Bernard J. Jansen, "Information Processing & Management"
"This book, for the first time, makes it possible to offer Web Mining as a real course." -- Professor Jaideep Srivastava, University of Minnesota.
Reseña del editor
Mining the Web: Discovering Knowledge from Hypertext Data is the first book devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Building on an initial survey of infrastructural issues-including Web crawling and indexing-Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. He then devotes the final part of the book to applications that unite infrastructure and analysis to bring machine learning to bear on systematically acquired and stored data. Here the focus is on results: the strengths and weaknesses of these applications, along with their potential as foundations for further progress. From Chakrabarti's work-painstaking, critical, and forward-looking-readers will gain the theoretical and practical understanding they need to contribute to the Web mining effort.
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- EditorialMorgan Kaufmann
- Año de publicación2014
- ISBN 10 1493303643
- ISBN 13 9781493303649
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas364
- Contacto del fabricanteno disponible
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Mining the Web
Librería: Revaluation Books, Exeter, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Brand New. 1st edition. 344 pages. 9.13x7.25x0.82 inches. In Stock. Nº de ref. del artículo: zk1493303643
Cantidad disponible: 1 disponibles