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Data mining with ontologies : implementations, findings and frameworks

Author: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo
Publisher: Hershey, PA : Information Science Reference, ©2008.
Series: Gale virtual reference library.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
"Prior knowledge in data mining is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, representing the output in a comprehensible way, and improving the overall method. This book examines methodologies and research for the development of ontological foundations for data mining to enhance the ability of ontology utilization and design"--Provided by publisher.
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Details

Genre/Form: Electronic books
Electronic book collection
Additional Physical Format: Print version:
Data mining with ontologies.
Hershey, PA : Information Science Reference, c2008
(DLC) 2007007283
(OCoLC)85018974
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Héctor Oscar Nigro; Sandra Elizabeth González Císaro; Daniel Hugo Xodo
ISBN: 9781599046181 1599046180 9781599046204 1599046202
OCLC Number: 187423581
Notes: Title from title screen.
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010.
Description: 1 online resource (xx, 289 p.) : ill., maps.
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: Cover --
Table of Contents --
Detailed Table of Contents --
Preface --
Acknowledgment --
Section I: Implementations --
Chapter I: TODE: An Ontology-Based Model for the Dynamic Population of Web Directories --
Chapter II: Raising, to Enhance Rule Mining in Web Marketing with the Use of an Ontology --
Chapter III: Web Usage Mining for Ontology Management --
Chapter IV: SOM-Based Clustering of Multilingual Documents Using an Ontology --
Section II: Findings --
Chapter V: Ontology-Based Interpretation and Validation of Mined Knowledge: Normative and Cognitive Factors in Data Mining --
Chapter VI: Data Integration Through Protein Ontology --
Chapter VII: TtoO: Mining a Thesaurus and Texts to --
Chapter VIII: Evaluating the Construction of Domain Ontologies for Recommender Systems Based on Texts --
Section III: Frameworks --
Chapter IX: Enhancing the Process of Knowledge Discovery in Geographic Databas --
Chapter X: Ontology-Based Construction of Grid Data Mining Workflows --
Chapter XI: Ontology-Based Data Warehousing and Mining Approaches in Petroleum Industries --
Chapter XII: A Framework for Integrating Ontologies and Pattern-Bases --
Compilation of References --
About the Contributors --
Index --
Last Page.
Series Title: Gale virtual reference library.
Other Titles: ITPro.
Responsibility: Héctor Oscar Nigro, Sandra Elizabeth González Císaro, Daniel Hugo Xodo, [editors].
More information:

Abstract:

"Prior knowledge in data mining is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, representing the output in a comprehensible way, and improving the overall method. This book examines methodologies and research for the development of ontological foundations for data mining to enhance the ability of ontology utilization and design"--Provided by publisher.

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