Title :
Research on competence evaluation system of data mining tools
Author :
Xiao-hui Wang ; Chang-ai Chen
Author_Institution :
Sch. of Inf. Technol., Henan Univ. of Traditional Chinese Med., Zhengzhou, China
Abstract :
Competence evaluation index system of data mining tools is constructed from aspects of its basic competence, data access competence, data preprocessing competence, data mining tasks completion competence, realization competence of data mining algorithm, model interpretation, evaluation and analysis competence and visualization competence. It also constructs competence evaluation system model of data mining tools based on matter-element model.
Keywords :
data mining; basic competence aspect; competence evaluation index system; data access competence aspect; data mining tasks completion competence aspect; data mining tools; data preprocessing competence aspect; matter-element model; model interpretation-evaluation-and-analysis competence aspect; realization competence aspect; visualization competence aspect; Algorithm design and analysis; Analytical models; Data mining; Data models; Data preprocessing; Data visualization; Indexes; competency assessment; data mining; data mining tool; matter-element model component;
Conference_Titel :
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-7097-1
DOI :
10.1109/ICMA.2015.7237446
