An Ontology-based Data Mining Framework in Traffic Domain

摘要：

　　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.

关键词： Domain-driven data mining Ontology TDDMF Data ontology

作者: Ruguang Wang Weidi Dai Jieru Cheng

作者单位: School of Computer Science and Technology, Tianjin University, Tianjin, 300072,China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 55-59

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）