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Collaborative filtering recommendation algorithm based on user preference derived from item domain features
J Zhang, Q Peng, S Sun, C Liu - Physica A: Statistical Mechanics and its …, 2014 - Elsevier
Personalized recommendation is an effective method for fighting “information overload”.
However, its performance is often limited by several factors, such as sparsity and cold-start …
However, its performance is often limited by several factors, such as sparsity and cold-start …
[HTML][HTML] Hybrid attribute-based recommender system for learning material using genetic algorithm and a multidimensional information model
In recent years, the explosion of learning materials in the web-based educational systems
has caused difficulty of locating appropriate learning materials to learners. A personalized …
has caused difficulty of locating appropriate learning materials to learners. A personalized …
A semantic recommender system for adaptive learning
The ever-more complex labor world and the current economic crisis ask learners and
workers to continuously update their qualification levels to stay relevant on the job. Hence …
workers to continuously update their qualification levels to stay relevant on the job. Hence …
An intelligent web-based system for diagnosing student learning problems using concept maps
A Acharya, D Sinha - Journal of Educational Computing …, 2017 - journals.sagepub.com
The aim of this article is to propose a method for development of concept map in web-based
environment for identifying concepts a student is deficient in after learning using traditional …
environment for identifying concepts a student is deficient in after learning using traditional …
A new recommender system for e-learning environments
Today recommender systems are widely used not only in e-commerce but in e-learning as
well. They are actually made use of in the latter environment to suggest resources and …
well. They are actually made use of in the latter environment to suggest resources and …
Clustering of the web search results in educational recommender systems
This chapter presents a meta-search approach, meant to deliver bibliography from the
internet, according to trainees' results obtained at an e-assessment task. The bibliography …
internet, according to trainees' results obtained at an e-assessment task. The bibliography …
Implicit learner assessment based on semantic relevance of tags
In this paper, a novel method based on tagging technology is proposed for assessing
learners which is named TagAssessment. In this method, in order to assess learners, the …
learners which is named TagAssessment. In this method, in order to assess learners, the …
[PDF][PDF] A recommender engine for advanced personalized feedback in e-Learning environments
The paper presents an educational recommender engine, which is fired by the feedback
module of an e-assessment application for the project management domain. The …
module of an e-assessment application for the project management domain. The …
Attribute-based recommender system for learning resource by learner preference tree
M Salehi, IN Kmalabadi - 2012 2nd International eConference …, 2012 - ieeexplore.ieee.org
In recent years, with growth of online learning technology, a huge amount of e-learning
resources have been generated in various media formats. This growth has caused difficulty …
resources have been generated in various media formats. This growth has caused difficulty …
[PDF][PDF] An educational data mining approach to concept map construction for web based learning
A Acharya, D Sinha - Informatica Economica, 2017 - revistaie.ase.ro
This aim of this article is to study the use of Educational Data Mining (EDM) techniques in
constructing concept maps for organizing knowledge in web based learning systems …
constructing concept maps for organizing knowledge in web based learning systems …