Dynamic Identifying Software Developers Key Competences Based on Rough Sets and Information Entropy Theory

摘要：

Analyzes the deficiency of conventional method of competence model establishment and introduces the rough sets theory and information entropy theory. On this basis, the dynamic identifying based on rough sets and information entropy for the software developer key competences is studied. A software developer competence measurement indicator system is established, by which the relations among competence dimensions and competence elements are analyzed. Rough sets and information entropy are taken appliance to attributes reduction and weight coefficients calculation. As a consequence, actual data of software developer in certain software company are taken as samples to demonstrate the model which is established in this paper. The result of demonstration illustrates the validity of the algorithm proposed and the practicability of the model.

关键词： Dynamic identifying Rough sets Information entropy Competence Software developer

作者: Jing Li Xuemei Li Xuewei Li

作者单位: School of Economics and Management Beijing Jiaotong University Beijing, P.R.China

会议类型: 国际会议

会议名称: 2007 Conference on Systems Science, Management Science and System Dynamics(第二届系统科学、管理科学与系统动力学国际会议)

会议地点: 上海

会议语种:英文

页码: 1093-1102

在线出版日期: 2007-10-19（万方平台首次上网日期，不代表论文的发表时间）