Data Mining with Ontologies

Implementations, Findings, and Frameworks

By: Hector Oscar Nigro (Editor), Sandra Elizabeth Gonzalez Cisaro (Editor), Daniel Hugo Xodo (Editor)

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Hardcover | 31 July 2007

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Hardcover
312 Pages

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27.31 x 21.59 x 1.91

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One of the most important and challenging problems in data mining is the definition of prior knowledge either from the process or the domain. Prior knowledge 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. Data Mining with Ontologies: Implementations, Findings and Frameworks provides a comprehensive set of methodologies and tools for the development of ontological foundations for data mining in diverse domains ranging from biomedicine to marketing. Forming a benchmark reference for future efforts to enhance capabilities in ontology utilization and design, this Premier Reference Source will be an invaluable addition to libraries worldwide.

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Non-Fiction Computing & I.T.Databases Data Mining Computer Programming & Software Development Data Capture & Analysis Engineering & Technology Technology in General

TODE : an ontology-based model for the dynamic population of Web directories	p. 1
Raising, to enhance rule mining in Web marketing with the use of an ontology	p. 18
Web usage mining for ontology management	p. 37
SOM-based clustering of multilingual documents using an ontology	p. 65
Ontology-based interpretation and validation of mined knowledge : normative and cognitive factors in data mining	p. 84
Data integration through protein ontology	p. 106
TtoO : mining a thesaurus and texts to build and update a domain ontology	p. 123
Evaluating the construction of domain ontologies for recommender systems based on texts	p. 145
Enhancing the process of knowledge discovery in geographic databases using geo-ontologies	p. 160
Ontology-based construction of grid data mining workflows	p. 182
Ontology-based data warehousing and mining approaches in petroleum industries	p. 211
A framework for integrating ontologies and pattern-bases	p. 237
Table of Contents provided by Blackwell. All Rights Reserved.

Data Mining with Ontologies

Implementations, Findings, and Frameworks

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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