Coverart for item
The Resource Advances in web mining and web usage analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers, Bamshad Mobasher [and others]

Advances in web mining and web usage analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers, Bamshad Mobasher [and others]

Label
Advances in web mining and web usage analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers
Title
Advances in web mining and web usage analysis
Title remainder
6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers
Statement of responsibility
Bamshad Mobasher [and others]
Title variation
  • WebKDD 2004
  • 6th International Workshop on Knowledge Discovery on the Web
  • Sixth International Workshop on Knowledge Discovery on the Web
  • International Workshop on Knowledge Discovery on the Web
Creator
Contributor
Subject
Genre
Language
eng
Summary
TheWebisaliveenvironmentthatmanagesanddrivesawidespectrumofapp- cations in which a user may interact with a company, a governmental authority, a non-governmental organization or other non-pro?t institution or other users. User preferences and expectations, together with usage patterns, form the basis for personalized, user-friendly and business-optimal services. Key Web business metrics enabled by proper data capture and processing are essential to run an e?ective business or service. Enabling technologies include data mining, sc- able warehousing and preprocessing, sequence discovery, real time processing, document classi?cation, user modeling and quality evaluation models for them. Recipient technologies required for user pro?ling and usage patterns include recommendation systems, Web analytics applications, and application servers, coupled with content management systems and fraud detectors. Furthermore, the inherent and increasing heterogeneity of the Web has - quired Web-based applications to more e?ectively integrate a variety of types of data across multiple channels and from di?erent sources. The development and application of Web mining techniques in the context of Web content, Web usage, and Web structure data has already resulted in dramatic improvements in a variety of Web applications, from search engines, Web agents, and content management systems, to Web analytics and personalization services. A focus on techniques and architectures for more e?ective integration and mining of c- tent, usage, and structure data from di?erent sourcesis likely to leadto the next generation of more useful and more intelligent applications
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
ZA4235
LC item number
.W43 2004eb
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2004
http://bibfra.me/vocab/lite/meetingName
WebKDD 2004
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Mobasher, Bamshad
Series statement
  • LNCS sublibrary. SL 7, Artificial intelligence
  • Hot topics
  • Lecture notes in computer science
  • Lecture notes in artificial intelligence
Series volume
3932.
http://library.link/vocab/subjectName
  • Web usage mining
  • Internet users
  • Internet users
  • Web usage mining
  • Informatique
  • Internet users
  • Web usage mining
  • World wide web
  • Datamining
  • Kunstmatige intelligentie
Label
Advances in web mining and web usage analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers, Bamshad Mobasher [and others]
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Web Usage Analysis and User Modeling -- Mining Temporally Changing Web Usage Graphs -- Improving the Web Usage Analysis Process: A UML Model of the ETL Process -- Web Personalization and Recommender Systems -- Mission-Based Navigational Behaviour Modeling for Web Recommender Systems -- Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors -- Collaborative Quality Filtering: Establishing Consensus or Recovering Ground Truth? -- Search Personalization -- Spying Out Accurate User Preferences for Search Engine Adaptation -- Using Hyperlink Features to Personalize Web Search -- Semantic Web Mining -- Discovering Links Between Lexical and Surface Features in Questions and Answers -- Integrating Web Conceptual Modeling and Web Usage Mining -- Boosting for Text Classification with Semantic Features -- Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts
Control code
262693302
Dimensions
unknown
Extent
1 online resource (x, 187 pages)
Form of item
online
Isbn
9783540471288
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11899402
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-47127-1
Specific material designation
remote
System control number
(OCoLC)262693302
Label
Advances in web mining and web usage analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004 : revised selected papers, Bamshad Mobasher [and others]
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Web Usage Analysis and User Modeling -- Mining Temporally Changing Web Usage Graphs -- Improving the Web Usage Analysis Process: A UML Model of the ETL Process -- Web Personalization and Recommender Systems -- Mission-Based Navigational Behaviour Modeling for Web Recommender Systems -- Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors -- Collaborative Quality Filtering: Establishing Consensus or Recovering Ground Truth? -- Search Personalization -- Spying Out Accurate User Preferences for Search Engine Adaptation -- Using Hyperlink Features to Personalize Web Search -- Semantic Web Mining -- Discovering Links Between Lexical and Surface Features in Questions and Answers -- Integrating Web Conceptual Modeling and Web Usage Mining -- Boosting for Text Classification with Semantic Features -- Markov Blankets and Meta-heuristics Search: Sentiment Extraction from Unstructured Texts
Control code
262693302
Dimensions
unknown
Extent
1 online resource (x, 187 pages)
Form of item
online
Isbn
9783540471288
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11899402
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-47127-1
Specific material designation
remote
System control number
(OCoLC)262693302

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