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Advanced Techniques in Web Intelligence-2

Web User Browsing Behaviour and Preference Analysis

  • Latest research on the theory and applications of advanced techniques in web usage mining
  • State of the art of web usage mining and web intelligence
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 452)

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Table of contents (7 chapters)

  1. Front Matter

    Pages 1-12
  2. New Trends in Web User Behaviour Analysis

    • Pablo E. Román, Juan D. Velásquez, Vasile Palade, Lakhmi C. Jain
    Pages 1-10
  3. Web Usage Data Pre-processing

    • Gaston L’Huillier, Juan D. Velásquez
    Pages 11-34
  4. Cognitive Science forWeb Usage Analysis

    • Pablo E. Román, Juan D. Velásquez
    Pages 35-73
  5. Web Usage Mining: Discovering Usage Patterns for Web Applications

    • Giovanna Castellano, Anna M. Fanelli, Maria A. Torsello
    Pages 75-104
  6. Web Opinion Mining and Sentimental Analysis

    • Edison Marrese Taylor, Cristián Rodríguez O., Juan D. Velásquez, Goldina Ghosh, Soumya Banerjee
    Pages 105-126
  7. Web Usage Based Adaptive Systems

    • Pablo Loyola Heufemann, Jorge Gaete Villegas, In-Young Ko
    Pages 127-148
  8. Recommender Systems: Sources of Knowledge and Evaluation Metrics

    • Denis Parra, Shaghayegh Sahebi
    Pages 149-175
  9. Back Matter

    Pages 0--1

About this book

This research volume focuses on analyzing the web user browsing behaviour and preferences in traditional web-based environments, social  networks and web 2.0 applications,  by using advanced  techniques in data acquisition, data processing, pattern extraction and  cognitive science for modeling the human actions.
 The book is directed to  graduate students, researchers/scientists and engineers  interested in updating their knowledge with the recent trends in web user analysis, for developing the next generation of web-based systems and applications.

Reviews

From the reviews:

“This volume presents a progression of ideas, starting with data gathering, extending through behavioral characterization and user modeling, and ending with applications. Extensive references to the research literature accompany each chapter, and a rather brief subject index concludes the volume. This book is suitable for researchers and graduate students looking for a survey of current trends in the modeling of web user behavior from the perspective of web data analysis or cognitive science.” (R. M. Malyankar, ACM Computing Reviews, February, 2013)

Editors and Affiliations

  • School of Engineering & Science, Dept. Industrial Engineering, University of Chile Republica, Santiago, Chile

    Juan D. Velásquez

  • (OUCL), Oxford University Computing Laboratory, Oxford, United Kingdom

    Vasile Palade

  • , School of Electrical and Information, University of South Australia, Adelaide, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Advanced Techniques in Web Intelligence-2

  • Book Subtitle: Web User Browsing Behaviour and Preference Analysis

  • Editors: Juan D. Velásquez, Vasile Palade, Lakhmi C. Jain

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-33326-2

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2013

  • Hardcover ISBN: 978-3-642-33325-5Published: 29 September 2012

  • Softcover ISBN: 978-3-642-43035-0Published: 15 October 2014

  • eBook ISBN: 978-3-642-33326-2Published: 29 September 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XVI, 184

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access