Title :
Research on service-oriented architecture-based data mining system
Author :
Xiong, Wangping ; Xiao, Xianbo ; Shu, Ji-cheng ; Zhou, Xian
Author_Institution :
Sch. of Comput., Jiangxi Univ. of Traditional Chinese Med., Nanchang, China
Abstract :
This paper analyzes the characteristics of data mining, and service-oriented architecture(SOA), based on a distributed heterogeneous environment, SOA-based data mining system framework, the use of heterogeneous data integration ontology and the privacy policy ontology applications the domain privacy protection semantic data integration, the use of the center data mining ontology and data mining service quality evaluation body to help the users to dynamically select the applicable data mining services, and further discussion of the system development process and user process.
Keywords :
data mining; data privacy; distributed processing; ontologies (artificial intelligence); service-oriented architecture; user interfaces; SOA; data mining system; distributed heterogeneous environment; domain privacy protection semantic data integration; heterogeneous data integration ontology; privacy policy ontology; service quality; service-oriented architecture; system development process; user process; Heuristic algorithms; Semantics; XML; Data mining; Distributed and heterogeneous; Service-oriented architecture; Systems framework;
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
DOI :
10.1109/CSIP.2012.6308985