Advanced Techniques in Web Intelligence-2: Web User Browsing Behaviour and Preference Analysis

✍ Scribed by Pablo E. Román, Juan D. Velásquez (auth.), Juan D. Velásquez, Vasile Palade, Lakhmi C. Jain (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2013
Tongue: English
Leaves: 190
Series: Studies in Computational Intelligence 452
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages 1-12
New Trends in Web User Behaviour Analysis....Pages 1-10
Web Usage Data Pre-processing....Pages 11-34
Cognitive Science forWeb Usage Analysis....Pages 35-73
Web Usage Mining: Discovering Usage Patterns for Web Applications....Pages 75-104
Web Opinion Mining and Sentimental Analysis....Pages 105-126
Web Usage Based Adaptive Systems....Pages 127-148
Recommender Systems: Sources of Knowledge and Evaluation Metrics....Pages 149-175
Back Matter....Pages 0--1

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)

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