DocumentCode :
1598187
Title :
The Application of College Employing Management System Based on Improved Multi-dimension Association Rule Mining Algorithm
Author :
Fu, Chunyan ; Liu, Jingshun ; Wang, Haojie ; Zhou, Hong
Author_Institution :
Jiamusi Univ., Jiamusi, China
Volume :
2
fYear :
2011
Firstpage :
135
Lastpage :
137
Abstract :
This text analyses present data mining technology based on association rule, carrying on an improvement to Apriori of frequency set method, and put forward to a multi-dimensional Apriori algorithm without producing candidates for election, according to which, give a investigation of data of undergraduate employment instruction center recent years of Jiamusi university. The result manifests that the algorithm strengthens the ability of data mining of original software and promotes the work efficiency. That various rules mined be brought into decision-making system will provide realistic basis to the management and the decision of the school. The knowledge excavated from the improved algorithm using this improved method has high value in application.
Keywords :
data mining; decision making; employment; text analysis; Jiamusi University; college employing management system; data mining technology; decision-making system; frequency set method; multidimension association rule mining algorithm; multidimensional Apriori algorithm; text analyses; undergraduate employment instruction center; work efficiency; Algorithm design and analysis; Association rules; Companies; Databases; Educational institutions; Employment; Aprior; Association Rules; Data Mining; Decision-making system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0676-9
Type :
conf
DOI :
10.1109/IHMSC.2011.103
Filename :
6038233
Link To Document :
بازگشت