Affective recommender systems in the educational field. A systematic literature review

C Salazar, J Aguilar, J Monsalve-Pulido… - Computer Science …, 2021 - Elsevier
Students' emotions have been proven to play a fundamental role in the teaching/learning
process. As educational content can modify the emotional state, emotions are crucial …

Review of ontology-based recommender systems in e-learning

G George, AM Lal - Computers & Education, 2019 - Elsevier
In recent years there has been an enormous increase in learning resources available online
through massive open online courses and learning management systems. In this context …

Affective design using machine learning: a survey and its prospect of conjoining big data

KY Chan, CK Kwong, P Wongthongtham… - … Journal of Computer …, 2020 - Taylor & Francis
Customer satisfaction in purchasing new products is an important issue that needs to be
addressed in today's competitive markets. A product with good affective design excites …

AI-based mobile context-aware recommender systems from an information management perspective: Progress and directions

M del Carmen Rodríguez-Hernández, S Ilarri - Knowledge-Based Systems, 2021 - Elsevier
Abstract In the Artificial Intelligence (AI) field, and particularly within the area of Machine
Learning (ML), recommender systems have attracted significant research attention. These …

[HTML][HTML] An effective collaborative movie recommender system with cuckoo search

R Katarya, OP Verma - Egyptian Informatics Journal, 2017 - Elsevier
Recommender systems are information filtering tools that aspire to predict the rating for
users and items, predominantly from big data to recommend their likes. Movie …

Discover opinion leader in online social network using firefly algorithm

L Jain, R Katarya - Expert systems with applications, 2019 - Elsevier
Nowadays, with the widespread access to web 2.0, the social network plays an unbelievable
role in knowledge sharing and diffusion of new products. People can share their views and …

Recommender system with grey wolf optimizer and FCM

R Katarya, OP Verma - Neural Computing and Applications, 2018 - Springer
Recommender systems are contributing a significant aspect in information filtering and
knowledge management systems. They provide explicit and reliable recommendations to …

Movie recommender system with metaheuristic artificial bee

R Katarya - Neural Computing and Applications, 2018 - Springer
Recommender systems are information retrieval tool that allocates accurate
recommendations to the specific users. Collaborative movie recommender systems support …

Efficient music recommender system using context graph and particle swarm

R Katarya, OP Verma - Multimedia Tools and Applications, 2018 - Springer
Music recommender systems is an important field of research because of easy availability
and use of online music. The most existing models only focus on explicit data like ratings …

The recommender canvas: A model for develo** and documenting recommender system design

G van Capelleveen, C Amrit, DM Yazan… - Expert systems with …, 2019 - Elsevier
The task of designing a recommender system is a complex process. Because of the many
technological advancements that may be included in a recommender system, engineers are …