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The Realization of the Apriori Algorithm in University Management
- Source :
- Advances in Intelligent Systems and Computing ISBN: 9789813345737
- Publication Year :
- 2020
- Publisher :
- Springer Singapore, 2020.
-
Abstract
- In this paper, the Apriori association rules mining algorithm is studied in-depth, and the algorithm is realized by MATLAB. To further avoid blind search in the process of mining and improve the efficiency of frequent itemset search, the improved technology of the Apriori algorithm is studied, and the application of the improved Apriori algorithm in teaching management is studied. The proportion of application and research data mining in the teaching management system of colleges and universities is still low, especially in the management of students’ scores, because there are many students, the amount of students’ scores that need to be counted is large.
- Subjects :
- Apriori algorithm
Association rule learning
business.industry
Computer science
Process (engineering)
InformationSystems_DATABASEMANAGEMENT
Machine learning
computer.software_genre
ComputingMethodologies_PATTERNRECOGNITION
Management system
ComputingMilieux_COMPUTERSANDEDUCATION
A priori and a posteriori
Artificial intelligence
business
MATLAB
computer
Realization (probability)
Research data
computer.programming_language
Subjects
Details
- ISBN :
- 978-981-334-573-7
- ISBNs :
- 9789813345737
- Database :
- OpenAIRE
- Journal :
- Advances in Intelligent Systems and Computing ISBN: 9789813345737
- Accession number :
- edsair.doi...........fa7ac4d5ec36159a6047d1e347850274