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

fYear

2015

fDate

2-5 Aug. 2015

Firstpage

1

Lastpage

5

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Mechatronics and Automation (ICMA), 2015 IEEE International Conference on

Conference_Location

Beijing

Print_ISBN

978-1-4799-7097-1

Type

conf

DOI

10.1109/ICMA.2015.7237446

Filename

7237446