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Mining the Web: Discovering Knowledge from Hypertext Data by Soumen Chakrabarti

Mining the Web: Discovering Knowledge from Hypertext Data

by Soumen Chakrabarti
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Book cover type: Hardcover
  • ISBN13: 9781558607545
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Morgan Kaufmann Publishers
  • Publisher Imprint: Morgan Kaufmann Publishers
  • Publication Date:
  • Pages: 368
  • Original Price: USD 96.95
  • Language: English
  • Edition: N/A
  • Item Weight: 753 grams
  • BISAC Subject(s): Data Science / Data Analytics, Internet / General, and System Administration / Storage & Retrieval

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.

Chakrabarti, Soumen: - Soumen Chakrabarti is assistant Professor in Computer Science and Engineering at the Indian Institute of Technology, Bombay. Prior to joining IIT, he worked on hypertext databases and data mining at IBM Almaden Research Center. He has developed three systems and holds five patents in this area. Chakrabarti has served as a vice-chair and program committee member for many conferences, including WWW, SIGIR, ICDE, and KDD, and as a guest editor of the IEEE TKDE special issue on mining and searching the Web. His work on focused crawling received the Best Paper award at the 8th International World Wide Web Conference (1999). He holds a Ph.D. from the University of California, Berkeley.

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