Personalisation methods in e‐learning‐A literature review
Over the years, personalisation in e‐learning has evolved as a promising paradigm for
matching learners' specific requirements. Although many literature reviews on personalised …
matching learners' specific requirements. Although many literature reviews on personalised …
Learning content design and learner adaptation for adaptive e-learning environment: a survey
This paper presents a survey about learning content designs and various adaptation levels,
in order to adapt the learners' necessities in e-learning environment. Normally, learners …
in order to adapt the learners' necessities in e-learning environment. Normally, learners …
Dynamic educational recommender system based on improved recurrent neural networks using attention technique
H Ahmadian Yazdi… - Applied Artificial …, 2022 - Taylor & Francis
Most web-based educational systems contain some drawbacks, as compared to traditional
classrooms. Particularly, it becomes difficult for teachers to guide students to choose an …
classrooms. Particularly, it becomes difficult for teachers to guide students to choose an …
Bug model based intelligent recommender system with exclusive curriculum sequencing for learner-centric tutoring
Face to face human tutoring in classroom environments amply facilitates human tutor-
learner interactions wherein the tutor gets opportunity to exercise his cognitive intelligence …
learner interactions wherein the tutor gets opportunity to exercise his cognitive intelligence …
A novel architecture for learner-centric curriculum sequencing in adaptive intelligent tutoring system
An ideal face-to-face tutor learner interaction aims to offer learning to the learner in a
manner that best suits an individual learner's learning level and learning style. This ability of …
manner that best suits an individual learner's learning level and learning style. This ability of …
Frequent pattern mining assisted energy consumption evolutionary optimization approach based on surrogate model at GCC compile time
The evolutionary algorithms have been used to improve the energy consumption of
embedded software by searching the optimal compilation options of GCC compiler …
embedded software by searching the optimal compilation options of GCC compiler …
Sequence generation for learning: a transformation from past to future
Purpose The purpose of this paper is to identify the different sequence generation
techniques for learning, which are applied to a broad category of personalized learning …
techniques for learning, which are applied to a broad category of personalized learning …
Motivating STEM students to use Web 2.0 tools for learning: A case study
Students enrolled in engineering (STEM) education sometimes do not encounter organized
use of Web 2.0 tools in their courses. On the other hand, use of Web 2.0 tools has proved to …
use of Web 2.0 tools in their courses. On the other hand, use of Web 2.0 tools has proved to …
Educational Data Mining: Prospects and Applications
M Debang, BU Hassan - Authorea Preprints, 2023 - techrxiv.org
Nowadays, educational institutions gather and save a vast amount of data, including records
of student enrollment, attendance, and exam outcomes. Such data can be mined to produce …
of student enrollment, attendance, and exam outcomes. Such data can be mined to produce …
Educational Recommender Systems: An Overview and Guidelines for Further Research and Development
Sažetak Educational Recommender Systems (ERS) are increasingly used as tools to help
students and teachers during the implementation of the learning process. The main …
students and teachers during the implementation of the learning process. The main …