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[HTML][HTML] Recommender Systems in E-learning
In this era when every aspect of society is accelerating, people are always seeking
improvement to stay competitive in their careers. E-learning systems fit into the ever …
improvement to stay competitive in their careers. E-learning systems fit into the ever …
Anatomy of student models in adaptive learning systems: A systematic literature review of individual differences from 2001 to 2013
This study brings an evidence-based review of user individual characteristics employed as
sources of adaptation in recent adaptive learning systems. Twenty-two user individual …
sources of adaptation in recent adaptive learning systems. Twenty-two user individual …
A multi-constraint learning path recommendation algorithm based on knowledge map
It is difficult for e-learners to make decisions on how to learn when they are facing with a
large amount of learning resources, especially when they have to balance available limited …
large amount of learning resources, especially when they have to balance available limited …
Personalised self-directed learning recommendation system
Modern educational systems have changed drastically bringing in knowledge anywhere as
needed by the learner with the evolution of Internet. Availability of knowledge in public …
needed by the learner with the evolution of Internet. Availability of knowledge in public …
A fuzzy tree matching-based personalized e-learning recommender system
The rapid development of e-learning systems provides learners with great opportunities to
access learning activities online, and this greatly supports and enhances the learning …
access learning activities online, and this greatly supports and enhances the learning …
A web recommendation system considering sequential information
With the rapid growth of information technology, the current era is witnessing an exponential
increase in the generation and collection of web data. Projecting the right information to the …
increase in the generation and collection of web data. Projecting the right information to the …
A learner oriented learning recommendation approach based on mixed concept map** and immune algorithm
S Wan, Z Niu - Knowledge-Based Systems, 2016 - Elsevier
Personalized recommendation in e-learning has attracted the interest of many researchers.
How to select the proper learning objects (LOs) and provide a suitable learning path for …
How to select the proper learning objects (LOs) and provide a suitable learning path for …
Providing effective recommendations in discussion groups using a new hybrid recommender system based on implicit ratings and semantic similarity
M Riyahi, MK Sohrabi - Electronic Commerce Research and Applications, 2020 - Elsevier
Discussion groups are one of the most important elements of collaborative learning which
utilize recommender systems to improve their performance in several aspects. This type of …
utilize recommender systems to improve their performance in several aspects. This type of …
Peerlens: Peer-inspired interactive learning path planning in online question pool
Online question pools like LeetCode provide hands-on exercises of skills and knowledge.
However, due to the large volume of questions and the intent of hiding the tested knowledge …
However, due to the large volume of questions and the intent of hiding the tested knowledge …
Estimating user behavior toward detecting anomalous ratings in rating systems
Z Yang, Z Cai, X Guan - Knowledge-Based Systems, 2016 - Elsevier
Online rating system plays a crucial role in collaborative filtering recommender systems
(CFRSs). However, CFRSs are highly vulnerable to “shilling” attacks in reality. How to …
(CFRSs). However, CFRSs are highly vulnerable to “shilling” attacks in reality. How to …