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 …

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 …

[PDF][PDF] A review of recommender systems for choosing elective courses

M Maphosa, W Doorsamy, B Paul - International Journal of …, 2020 - academia.edu
In higher education, students face challenges when choosing elective courses in their study
programmes. Most higher education institutions employ advisors to assist with this task …

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 …

Machine learning techniques for recommender systems–a comparative case analysis

B Thomas, AK John - IOP Conference Series: Materials Science …, 2021 - iopscience.iop.org
Recommender System (RS) is one of the most popular applications of Artificial Intelligence
which attracted researchers all around the world. Many machine learning algorithms are …

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 …

Product recommendation system a comprehensive review

J Sharma, K Sharma, K Garg… - IOP conference series …, 2021 - iopscience.iop.org
In today's technical era, every startup or a company attempt to establish a better sort of
communication between their products and the users, and for that purpose, they require a …

A fuzzy-based career recommender system for senior high school students in K to 12 education

MCB Natividad, BD Gerardo… - IOP Conference Series …, 2019 - iopscience.iop.org
In this paper, a proposed career recommender system was presented which aim to help not
only the guidance counselor but most especially the senior high school students to guide …

Using recommender systems for matching students with suitable specialization: An exploratory study at King Abdulaziz University

K Alshaikh, N Bahurmuz, O Torabah… - … Journal of Emerging …, 2021 - learntechlib.org
Abstract In Saudi Arabia, all high school graduates who want join local universities have to
go through a preparatory year before selecting their specific specialization/major. One of the …

[PDF][PDF] A systematic literature review on the implications of educational recommender system in teaching learning environment

N Pal, O Dahiya - International Journal of Engineering Trends and …, 2023 - researchgate.net
The education sector has drastically changed from offline to online mode in the past few
years. Educational data mining, learning analytics, and machine learning are the fields that …