An Ontology-Based Data Mining Framework in Traffic Domain

Abstract:

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Traditional data mining often focuses on the research of models and methods without considering of specific requirements in the field. This paper proposes a data mining framework in traffic field—Traffic Domain Data-Mining Framework (TDDMF) which is a domain-driven data mining framework based on ontology. The ontology model for traffic domain data based on TDDMF is also built in the paper. A prototype system is developed to prove the availability and effectiveness of TDDMF.

Info:

Periodical:

Edited by:

Dongye Sun, Wen-Pei Sung and Ran Chen

Pages:

55-59

DOI:

10.4028/www.scientific.net/AMM.121-126.55

Citation:

R. G. Wang et al., "An Ontology-Based Data Mining Framework in Traffic Domain", Applied Mechanics and Materials, Vols. 121-126, pp. 55-59, 2012

Online since:

October 2011

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Price:

$35.00

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