An Ontology-Based Data Mining Framework in Traffic Domain
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.
Dongye Sun, Wen-Pei Sung and Ran Chen
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