Mining the Web: Discovering Knowledge from Hypertext Data - Softcover

Chakrabarti, Soumen

Softcover

ISBN 10: 1493303643 ISBN 13: 9781493303649

Verlag: Morgan Kaufmann, 2014

Inhaltsangabe

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.

Details zur Ausgabe

• Verlag: Morgan Kaufmann
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 1493303643
• ISBN 13: 9781493303649
• Einband: Taschenbuch
• Anzahl der Seiten: 364
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar