Recommender system to analyze student's academic performance

A Kaklauskas, EK Zavadskas, M Seniut… - Expert Systems with …, 2013 - Elsevier
A sufficient amount of studies worldwide prove an interrelation linking student learning
productivity and interest in learning to physiological parameters. An interest in learning …

Recommender system to research students' study efficiency

A Kaklauskas, EK Zavadskas, V Trinkunas… - Procedia-Social and …, 2012 - Elsevier
The Recommender System to Research Students' Study Efficiency (Recommender System
hereafter) developed by these authors determines a student's learning productivity based on …

A recommender for improving the student academic performance

M Goga, S Kuyoro, N Goga - Procedia-Social and Behavioral Sciences, 2015 - Elsevier
There is a growing awareness among researchers about the apparent variations in the
academic performance of students in tertiary institutions. Although, many studies have …

A proposed framework in an intelligent recommender system for the college student

D Kurniadi, E Abdurachman, H Warnars… - Journal of Physics …, 2019 - iopscience.iop.org
This article aims to proposed framework an Intelligent Recommender System (IRS) for
students in higher education institutions. This conceptual framework includes problems in …

A machine learning based approach for recommending courses at graduate level

J Britto, S Prabhu, A Gawali… - … Conference on Smart …, 2019 - ieeexplore.ieee.org
Students often face confusion during their academic career regarding the choice of the
courses, hence they need proper guidance for the same. Course recommendation system is …

Pcrs: Personalized course recommender system based on hybrid approach

Z Gulzar, AA Leema, G Deepak - Procedia Computer Science, 2018 - Elsevier
The traditional system of selecting courses to carry out research work is time consuming,
risky and a tedious task, that not only badly affect the performance but the learning …

Recommendation system for students' course selection

J Naren, MZ Banu, S Lohavani - Smart Systems and IoT: Innovations in …, 2020 - Springer
Graduate students always face a dilemma when it comes to choosing electives every
semester. Different data sets have been used in order to avoid this confusion and chaos. In …

The prediction of student grades using collaborative filtering in a course recommender system

M Ceyhan, S Okyay, Y Kartal… - 2021 5th international …, 2021 - ieeexplore.ieee.org
The increasing amount of data has made recommender systems necessary, especially with
the internet and social media. Recommender systems refine the crucial information about …

Analyzing and predicting students' performance by means of machine learning: A review

JL Rastrollo-Guerrero, JA Gómez-Pulido… - Applied sciences, 2020 - mdpi.com
Predicting students' performance is one of the most important topics for learning contexts
such as schools and universities, since it helps to design effective mechanisms that improve …

A review on Recommender Systems for course selection in higher education

ND Lynn, AWR Emanuel - IOP Conference Series: Materials …, 2021 - iopscience.iop.org
Recommender systems are widely used in many fields. These systems work by
recommending a personalized list of items to users based on their interests and thus helping …