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Web mining : from Web to Semantic Web : First European Web Mining Forum, EWMF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003 : invited and selected revised papers / Bettina Berendt [and others] (eds.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 3209. | Lecture notes in computer science. Lecture notes in artificial intelligence. | Hot topics (Berlin, Germany)Publication details: Berlin ; New York : Springer, ©2004.Description: 1 online resource (viii, 200 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 3540301232
  • 9783540301233
Other title:
  • From Web to Semantic Web
  • First European Web Mining Forum
  • European Web Mining Forum
  • EWMF 2003
Subject(s): Genre/Form: Additional physical formats: Print version:: Web mining.DDC classification:
  • 005.74 22
LOC classification:
  • QA76.9.D343 E98 2003eb
Other classification:
  • 54.84
  • 54.65
  • 54.64
  • SS 4800
  • DAT 616f
Online resources:
Contents:
A Roadmap for Web Mining: From Web to Semantic Web -- On the Deployment of Web Usage Mining -- Mining the Web to Add Semantics to Retail Data Mining -- Semantically Enhanced Collaborative Filtering on the Web -- Mapping Documents onto Web Page Ontology -- Mining Web Sites Using Wrapper Induction, Named Entities, and Post-processing -- Web Community Directories: A New Approach to Web Personalization -- Evaluation and Validation of Two Approaches to User Profiling -- Greedy Recommending Is Not Always Optimal -- An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals -- Monitoring the Evolution of Web Usage Patterns.
Summary: This book originates from the first European Web Mining Forum, EWMF 2003, held in Cavtat-Dubrovnik, Croatia, in September 2003 in association with ECML/PKDD 2003. The Web Mining Forum initiative is motivated by the insight that knowledge discovery on the Web, from the viewpoint of hyperarchive analysis, and, from the viewpoint of interaction among persons and institutions, are complementary, both for the conventional Web and for the Semantic Web. This book presents an introductory roadmap paper, four invited papers and six workshop papers, which were carefully selected during two rounds of reviewing and improvement. Among the topics addressed are Web usage mining, Web mining for the addition of semantics, semantically enhanced Web filtering, ontologies, wrapper induction, Web personalization, user profiling, user session evaluation, and evolution of Web usage patterns.
Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library eBook LNCS Available
Total holds: 0

Includes bibliographical references and index.

Print version record.

This book originates from the first European Web Mining Forum, EWMF 2003, held in Cavtat-Dubrovnik, Croatia, in September 2003 in association with ECML/PKDD 2003. The Web Mining Forum initiative is motivated by the insight that knowledge discovery on the Web, from the viewpoint of hyperarchive analysis, and, from the viewpoint of interaction among persons and institutions, are complementary, both for the conventional Web and for the Semantic Web. This book presents an introductory roadmap paper, four invited papers and six workshop papers, which were carefully selected during two rounds of reviewing and improvement. Among the topics addressed are Web usage mining, Web mining for the addition of semantics, semantically enhanced Web filtering, ontologies, wrapper induction, Web personalization, user profiling, user session evaluation, and evolution of Web usage patterns.

A Roadmap for Web Mining: From Web to Semantic Web -- On the Deployment of Web Usage Mining -- Mining the Web to Add Semantics to Retail Data Mining -- Semantically Enhanced Collaborative Filtering on the Web -- Mapping Documents onto Web Page Ontology -- Mining Web Sites Using Wrapper Induction, Named Entities, and Post-processing -- Web Community Directories: A New Approach to Web Personalization -- Evaluation and Validation of Two Approaches to User Profiling -- Greedy Recommending Is Not Always Optimal -- An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals -- Monitoring the Evolution of Web Usage Patterns.

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