Title :
Data mining modeling of employee engagement for IT enterprises based on decision tree algorithm
Author :
Qian Chen ; Zhizhou Gong
Author_Institution :
Dept. of Comput. Sci. & Technol., Dongguan Univ. of Technol., Dongguan, China
Abstract :
Employee engagement is key factor in enterprise performance. It is also a research spot in organization behavior. In this paper, decision tree algorithm of data mining is used to model and analyze employee data information of IT enterprises. The algorithm provides important decision-making basis for administrative personnel according to all the knowledge retrieved deeply.
Keywords :
business data processing; data mining; decision trees; employment; IT enterprises; administrative personnel; data mining modeling; decision making; decision tree algorithm; employee engagement; enterprise performance; organization behavior; Classification algorithms; Companies; Data mining; Data models; Decision trees; Educational institutions; Remuneration; Data Mining; Decision Tree Algorithm; Employee Engagement;
Conference_Titel :
Information Management, Innovation Management and Industrial Engineering (ICIII), 2013 6th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4799-3985-5
DOI :
10.1109/ICIII.2013.6703145
