JOURNAL ARTICLE

The Application of College Employing Management System Based on Improved Multi-dimension Association Rule Mining Algorithm

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:
Apriori algorithm Association rule learning Computer science A priori and a posteriori Data mining Dimension (graph theory) Set (abstract data type) Software Value (mathematics) Algorithm Algorithm design Data science Machine learning Mathematics

Metrics

2
Cited By
1.49
FWCI (Field Weighted Citation Impact)
6
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Data Mining Algorithms and Applications
Physical Sciences →  Computer Science →  Information Systems
Rough Sets and Fuzzy Logic
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence

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