Performance analysis and prediction in educational data mining: A research travelogue

P Thakar, A Mehta - arXiv preprint arXiv:1509.05176, 2015 - arxiv.org
In this era of computerization, education has also revamped itself and is not limited to old
lecture method. The regular quest is on to find out new ways to make it more effective and …

Mining of association patterns in social network data (face book 100 universities) through data mining techniques and methods

P Nancy, R Geetha Ramani, SG Jacob - … ) July 13-15, 2012, Chennai, India …, 2013 - Springer
Data mining involves the use of advanced data analysis tools to find out new, suitable
patterns and project the relationship among the patterns which were not known prior. In data …

Mining survey data on university students to determine trends in the selection of majors

A Alshareef, S Ahmida, AA Bakar… - 2015 Science and …, 2015 - ieeexplore.ieee.org
The main objective of higher education institutions is to provide quality education to their
students. One way to achieve the highest level of quality in a higher education system is to …

Elicited and mined rules for dropout prevention in online courses

FA de Almeida Neto, A Castro - 2015 IEEE Frontiers in …, 2015 - ieeexplore.ieee.org
This article presents an ongoing investigation that uses mining tools to analyze a large
volume of data from students of online courses in a LMS platform to discover Association …

[PDF][PDF] Association rule generation using apriori mend algorithm for student's placement

MD Angeline - International Journal of Emerging Sciences, 2012 - researchgate.net
The association rules are used to find interesting rules from large collections of data which
expresses an association between items or sets of items. The usefulness of this technique is …

Analysis of dependence of grade point average over psychological factors incorporating advanced data mining

L Khanna, SN Singh, R Kumar… - International Journal of …, 2023 - inderscienceonline.com
Academic performance of any individual is dependent upon numerous aspects regarding
the day to day life of the individual under consideration. Academic performance is measured …

Computational intelligence in human-computer interaction–Case study on employability in higher education

P Thakar, A Mehta, N Goel, S Verma - Innovations in Artificial Intelligence …, 2023 - Elsevier
Modern intelligent systems nowadays make significant use of human–computer interaction
(HCI). Questions of human perception, human intelligence, human cognitive capabilities …

Retailer layout design: a novel hybrid approach with association rules mining and MCRAFT

AO Kuşakcı, EK Cesur - International Journal of Industrial …, 2020 - inderscienceonline.com
Spatial layout of a retail store is a crucial decision variable related to both utilisation of store
area and purchasing behaviour of the customer. In this respect, the task of optimising the …

Multidimensional Analysis of Psychological Factors affecting Students Academic Performance

L Khanna, SN Singh, M Alam - arXiv preprint arXiv:1806.03242, 2018 - arxiv.org
Academic performance of any individual is dependent upon numerous aspects regarding
the day to day life of the individual under consideration. Academic performance is measured …

[PDF][PDF] Association rules and market basket analysis: A case study in retail sector

P Yazgan - Istanbul Commerce University, 2016 - academia.edu
ASSOCIATION RULES AND MARKET BASKET ANALYSIS: A CASE STUDY IN RETAIL
SECTOR Page 1 GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES …