Extracting Course Features and Learner Profiling for Course Recommendation Systems: A Comprehensive Literature Review
As education has evolved towards online learning, the availability of learning materials has
expanded and consequently, learners' behavior in choosing resources has changed. The …
expanded and consequently, learners' behavior in choosing resources has changed. The …
[HTML][HTML] Sustainable Personalized E-Learning through Integrated Cross-Course Learning Path Planning
Q **ao, YW Zhang, XQ **n, LW Cai - Sustainability, 2024 - mdpi.com
This study addresses the growing need for sustainable and personalized learning solutions
in online education by optimizing cross-course learning paths. With the increasing volume of …
in online education by optimizing cross-course learning paths. With the increasing volume of …
Learning Path Optimization Based on Multi-Attribute Matching and Variable Length Continuous Representation
YW Zhang, Q **ao, YL Song, MM Chen - Symmetry, 2022 - mdpi.com
Personalized learning path considers matching symmetrical attributes from both learner and
learning material. The evolutionary algorithm approach usually forms the learning path …
learning material. The evolutionary algorithm approach usually forms the learning path …
Recommendation system using inference-based graph learning–modeling and analysis
Recently, the development of recommendation systems has been an emerging area where
the target is the learner's preferences, and styles should be learned from past interactions to …
the target is the learner's preferences, and styles should be learned from past interactions to …
基于知识图谱的可解释学**路径推荐.
熊余， 任朝辉， 吴超， 蔡婷… - Modern Educational …, 2024 - search.ebscohost.com
学**路径推荐是解决信息超载, 学**迷航等问题的关键, 但当前的学**路径推荐相关研究存在
推荐方法脱离学**场景, 推荐结果缺乏解释等问题. 为此, 文章构建了基于知识图谱的可解释学** …
推荐方法脱离学**场景, 推荐结果缺乏解释等问题. 为此, 文章构建了基于知识图谱的可解释学** …
BTCBMA Online Education Course Recommendation Algorithm Based on Learners' Learning Quality
Y Jia - International Journal of Information Technologies and …, 2023 - igi-global.com
To address the problems of existing online education curriculum recommendation methods
such as low recommendation accuracy, an online education course recommendation …
such as low recommendation accuracy, an online education course recommendation …
[Retracted] English Education Tutoring Teaching System Based on MOOC
W Mi - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
In the process of continuous reform and development of education and teaching, some
traditional teaching modes are gradually eliminated, whereas new teaching modes are …
traditional teaching modes are gradually eliminated, whereas new teaching modes are …
Excursus in knowledge graphs
IA Volkova, ED Shamaeva - International Journal of Open Information …, 2023 - injoit.ru
This review examines various aspects of knowledge graphs, which have recently become a
popular information storage technology. The graph concept is used to store information …
popular information storage technology. The graph concept is used to store information …
在线课程推荐系统综述.
余鹏， 刘星雨， 程颢， 杨佳琦… - Journal of Computer …, 2023 - search.ebscohost.com
在线教育的快速发展使得在线课程数量爆炸式增长, 学**者很容易陷入“课程过载”
带来的课程信息获取效率低下的问题, 这推动了在线课程推荐系统的产生和发展 …
带来的课程信息获取效率低下的问题, 这推动了在线课程推荐系统的产生和发展 …
University Course Recommendation Based on Multi-source Educational Knowledge Graph
J Peng, J Long, Y Guo, J Wang… - 2023 4th International …, 2023 - ieeexplore.ieee.org
In response to the course recommendation problem in the undergraduate teaching scenario
of higher education, a recommendation algorithm based on a multi-source educational …
of higher education, a recommendation algorithm based on a multi-source educational …