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The Resource The Adaptive Web : Methods and Strategies of Web Personalization, edited by Peter Brusilovsky, Alfred Kobsa, Wolfgang Nejdl, (electronic resource)

The Adaptive Web : Methods and Strategies of Web Personalization, edited by Peter Brusilovsky, Alfred Kobsa, Wolfgang Nejdl, (electronic resource)

Creator
Editor
Contributor
Summary
Following the increase in of the information available on the Web, the diversity of its users and the complexity of Web applications, researchers started developing adaptive Web systems that tailored their appearance and behavior to each individual user or user group. Adaptive systems were designed for different usage contexts, exploring different kinds of personalization. Web personalization has evolved into a large research field attracting scientists from different communities such as hypertext, user modeling, machine learning, natural language generation, information retrieval, intelligent tutoring systems, cognitive science, and Web-based education. This state-of-the-art survey provides a systematic overview of the ideas and techniques of the adaptive Web and serves as a central source of information for researchers, practitioners, and students. The volume constitutes a comprehensive and carefully planned collection of chapters, mapping out the most important areas of the adaptive Web, each solicited from experts and leaders in the field. The largest part of the book focuses on personalization techniques, namely the modeling side of personalization (Chaps. 1-5), and on adaptation, (Chaps. 6-14). The technique-focused part is complemented by four domain-oriented chapters in the third section of the book (Chaps. 15-18). The last section is devoted to recently emerging topics; it provides a prospective view of the new ideas and techniques that are moving rapidly into the focus of the adaptive Web community and gives the reader a glimpse into the not-so-distant future
Language
eng
Work
Publication
Extent
XII, 766 p.
Contents
  • I. Modeling Technologies
  • User Models for Adaptive Hypermedia and Adaptive Educational Systems
  • User Profiles for Personalized Information Access
  • Data Mining for Web Personalization
  • Generic User Modeling Systems
  • Web Document Modeling
  • II. Adaptation Technologies
  • Personalized Search on the World Wide Web
  • Adaptive Focused Crawling
  • Adaptive Navigation Support
  • Collaborative Filtering Recommender Systems
  • Content-Based Recommendation Systems
  • Case-Based Recommendation
  • Hybrid Web Recommender Systems
  • Adaptive Content Presentation for the Web
  • Adaptive 3D Web Sites
  • III. Applications
  • Adaptive Information for Consumers of Healthcare
  • Personalization in E-Commerce Applications
  • Adaptive Mobile Guides
  • Adaptive News Access
  • IV. Challenges
  • Adaptive Support for Distributed Collaboration
  • Recommendation to Groups
  • Privacy-Enhanced Web Personalization
  • Open Corpus Adaptive Educational Hypermedia
  • Semantic Web Technologies for the Adaptive Web
  • Usability Engineering for the Adaptive Web
Isbn
9783540720799
Instance
Label
The Adaptive Web : Methods and Strategies of Web Personalization
Title
The Adaptive Web
Title remainder
Methods and Strategies of Web Personalization
Statement of responsibility
edited by Peter Brusilovsky, Alfred Kobsa, Wolfgang Nejdl
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
Following the increase in of the information available on the Web, the diversity of its users and the complexity of Web applications, researchers started developing adaptive Web systems that tailored their appearance and behavior to each individual user or user group. Adaptive systems were designed for different usage contexts, exploring different kinds of personalization. Web personalization has evolved into a large research field attracting scientists from different communities such as hypertext, user modeling, machine learning, natural language generation, information retrieval, intelligent tutoring systems, cognitive science, and Web-based education. This state-of-the-art survey provides a systematic overview of the ideas and techniques of the adaptive Web and serves as a central source of information for researchers, practitioners, and students. The volume constitutes a comprehensive and carefully planned collection of chapters, mapping out the most important areas of the adaptive Web, each solicited from experts and leaders in the field. The largest part of the book focuses on personalization techniques, namely the modeling side of personalization (Chaps. 1-5), and on adaptation, (Chaps. 6-14). The technique-focused part is complemented by four domain-oriented chapters in the third section of the book (Chaps. 15-18). The last section is devoted to recently emerging topics; it provides a prospective view of the new ideas and techniques that are moving rapidly into the focus of the adaptive Web community and gives the reader a glimpse into the not-so-distant future
Member of
http://library.link/vocab/creatorName
Brusilovsky, Peter
Image bit depth
0
LC call number
QA76.9.D343
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Kobsa, Alfred.
  • Nejdl, Wolfgang.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
4321
http://library.link/vocab/subjectName
  • Computer science
  • Computer Communication Networks
  • Data mining
  • Information storage and retrieval systems
  • Information systems
  • Artificial intelligence
  • Computer Science
  • Data Mining and Knowledge Discovery
  • Information Storage and Retrieval
  • Information Systems Applications (incl.Internet)
  • User Interfaces and Human Computer Interaction
  • Computer Communication Networks
  • Artificial Intelligence (incl. Robotics)
Label
The Adaptive Web : Methods and Strategies of Web Personalization, edited by Peter Brusilovsky, Alfred Kobsa, Wolfgang Nejdl, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I. Modeling Technologies -- User Models for Adaptive Hypermedia and Adaptive Educational Systems -- User Profiles for Personalized Information Access -- Data Mining for Web Personalization -- Generic User Modeling Systems -- Web Document Modeling -- II. Adaptation Technologies -- Personalized Search on the World Wide Web -- Adaptive Focused Crawling -- Adaptive Navigation Support -- Collaborative Filtering Recommender Systems -- Content-Based Recommendation Systems -- Case-Based Recommendation -- Hybrid Web Recommender Systems -- Adaptive Content Presentation for the Web -- Adaptive 3D Web Sites -- III. Applications -- Adaptive Information for Consumers of Healthcare -- Personalization in E-Commerce Applications -- Adaptive Mobile Guides -- Adaptive News Access -- IV. Challenges -- Adaptive Support for Distributed Collaboration -- Recommendation to Groups -- Privacy-Enhanced Web Personalization -- Open Corpus Adaptive Educational Hypermedia -- Semantic Web Technologies for the Adaptive Web -- Usability Engineering for the Adaptive Web
Dimensions
unknown
Extent
XII, 766 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540720799
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-72079-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-72079-9
Label
The Adaptive Web : Methods and Strategies of Web Personalization, edited by Peter Brusilovsky, Alfred Kobsa, Wolfgang Nejdl, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I. Modeling Technologies -- User Models for Adaptive Hypermedia and Adaptive Educational Systems -- User Profiles for Personalized Information Access -- Data Mining for Web Personalization -- Generic User Modeling Systems -- Web Document Modeling -- II. Adaptation Technologies -- Personalized Search on the World Wide Web -- Adaptive Focused Crawling -- Adaptive Navigation Support -- Collaborative Filtering Recommender Systems -- Content-Based Recommendation Systems -- Case-Based Recommendation -- Hybrid Web Recommender Systems -- Adaptive Content Presentation for the Web -- Adaptive 3D Web Sites -- III. Applications -- Adaptive Information for Consumers of Healthcare -- Personalization in E-Commerce Applications -- Adaptive Mobile Guides -- Adaptive News Access -- IV. Challenges -- Adaptive Support for Distributed Collaboration -- Recommendation to Groups -- Privacy-Enhanced Web Personalization -- Open Corpus Adaptive Educational Hypermedia -- Semantic Web Technologies for the Adaptive Web -- Usability Engineering for the Adaptive Web
Dimensions
unknown
Extent
XII, 766 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540720799
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-72079-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-72079-9

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