Apriori decay estimates for Hardy–Sobolev–Maz’ya equations

Dutta, Ramya

doi:10.1007/s00526-021-02126-y

Cited by 3 publications

(1 citation statement)

References 25 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…e Apriori algorithm is an algorithm for mining frequent item sets for Boolean association rules [19][20][21]. Apriori is a Boolean association rule frequent itemset mining algorithm that is part of unsupervised learning in machine learning [22,23].…”

Section: Analysis Of the Association Between Student Behaviour And Ac...mentioning

confidence: 99%

Challenges and Strategies of Student Management in Universities in the Context of Big Data

Zhang

2022

Mobile Information Systems

View full text Add to dashboard Cite

As the most active and knowledge-intensive university, the forefront of the use of network information technology, the education, management, and service mode of the school, and the ideology, learning methods, and behavioural habits of teachers and students will be profoundly affected by the era of big data. The current form of student management in universities is too old and needs to be replaced by a new management system. With the promotion of the construction of smart campus, the rapid development of big data technology has realised the innovation of student management in colleges and universities. This paper takes students of Wuhan University as the research object. By collecting various application data in the campus information system, the K-means algorithm in cluster analysis is used to classify students’ campus behavioural characteristics, and then the Apriori algorithm is used to correlate students’ behavioural characteristics with their academic performance. The experimental results show that there is a close relationship between the consumption behaviour, work and rest behaviour, study behaviour characteristics of different student groups, and their academic performance. Using the results of these analyses, universities can adopt differentiated management measures for different categories of students, which can help improve students’ academic performance as well as further enhance the efficiency of student management.

show abstract

Section: Analysis Of the Association Between Student Behaviour And Ac...mentioning

confidence: 99%