Affective video recommender systems: A survey
D Wang, X Zhao - Frontiers in Neuroscience, 2022 - frontiersin.org
Traditional video recommendation provides the viewers with customized media content
according to their historical records (eg, ratings, reviews). However, such systems tend to …
according to their historical records (eg, ratings, reviews). However, such systems tend to …
An overview of video recommender systems: state-of-the-art and research issues
Video platforms have become indispensable components within a diverse range of
applications, serving various purposes in entertainment, e-learning, corporate training …
applications, serving various purposes in entertainment, e-learning, corporate training …
Aligning the goals of learning analytics with its research scholarship: An open peer commentary approach
To promote cross-community dialogue on matters of significance within the field of learning
analytics], we as editors-in-chief of the Journal of Learning Analytics have introduced a …
analytics], we as editors-in-chief of the Journal of Learning Analytics have introduced a …
The relationship between self-regulated student use of a virtual learning environment for algebra and student achievement: An examination of the role of teacher …
The current study examines both student self-regulated learning (SRL) and teacher
orchestration in a virtual learning environment (VLE), with respect to student achievement …
orchestration in a virtual learning environment (VLE), with respect to student achievement …
[HTML][HTML] MOOCs video recommendation using low-rank and sparse matrix factorization with inter-entity relations and intra-entity affinity information
Y Gao - Information Processing & Management, 2024 - Elsevier
Purpose The serious information overload problem of MOOCs videos decreases the
learning efficiency of the students and the utilization rate of the videos. There are two …
learning efficiency of the students and the utilization rate of the videos. There are two …
Video-Based Learning Recommender Systems: A Systematic Literature Review
Recently, using videos as a learning resource has received a lot of attention and turned
widely exploited as an effective learning tool. With the rapid spread of instructional videos …
widely exploited as an effective learning tool. With the rapid spread of instructional videos …
Learning analytics and computerized formative assessments: An application of Dijkstra's shortest path algorithm for personalized test scheduling
The use of computerized formative assessments in K–12 classrooms has yielded valuable
data that can be utilized by learning analytics (LA) systems to produce actionable insights for …
data that can be utilized by learning analytics (LA) systems to produce actionable insights for …
Heterogeneity of treatment effects of a video recommendation system for algebra
Previous research has shown that providing video recommendations to students in virtual
learning environments implemented at scale positively affects student achievement …
learning environments implemented at scale positively affects student achievement …
Recommending mathematical tasks based on reinforcement learning and item response theory
Recommending challenging and suitable exercises to students in an online learning
environment is important, as it helps to stimulate their engagement and motivation. This …
environment is important, as it helps to stimulate their engagement and motivation. This …
Personalized online learning, test fairness, and educational measurement: considering differential content exposure prior to a high stakes end of course exam
According to the Standards for Educational and Psychological Testing (2014), one aspect of
test fairness concerns examinees having comparable opportunities to learn prior to taking …
test fairness concerns examinees having comparable opportunities to learn prior to taking …