Research on the Era Environment of Data Mining
Xin Zhao, Yan Hong Huangfu · Applied Mechanics and Materials · 2015
Modern society has entered an era of information technology, computer communication and network technology is changing the entire human and social, blowing a lot of information to bring convenience, it also brings a lot of new questions, the first is information overload , it is difficult to digest: the second is difficult to identify true and false information; third is difficult to ensure information security; fourth is the information in the form of inconsistent, difficult to handle, "Faced with these challenges, data mining techniques have emerged, and have a higher frame model security and privacy protection according distributed heterogeneous environments of data mining features, integrated use of new technologies SOA, ontology, WEB services, follow the user-centric concept, data mining system framework proposed an open service oriented. binding domain knowledge of data mining applications, follow the user-centered design philosophy presented to the user for data mining center of the body, on the one hand based on data mining and mining objects to organize data mining algorithms, on the other hand provide effective data mining application solutions for the user based on the application domain knowledge to help different areas of multi-level users to easily select data mining services.