Talent Cognitive-based Data Mining Research

With the development of the computer technology, especially the database technology, lots of talents data have been accumulated in the talents markets. How to discover the rules and knowledge hiding in these data so as to provide the assistant decision support has become an urgent problem to be solved. The appearance and development of the Data Mining technology has provided powerful support to this need.Data Mining is the period of picking up unknown, but valuable information and knowledge from large amount of incomplete data. Based on the theoretical research of Data Mining technology, the application of data mining technology in the talents cognition system was stated in this paper. On the basis of the pretreatment of data, exert the improved method of the clustering analysis to obtain more reasonable and high efficiency result of classification. Then on the basis of the clustering analysis, the initial regression analysis of talents data has been made and qualitative analysis result of the talents abilities has been obtained. The clustering algorithm of improvement has raising of notable at the aspect of reasonable, high efficiency and accurate nature of clustering.