Personalized Career-Path Recommendation Model for Information Technology Students in Indonesia
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DOI: 10.1109/access.2024.3381032
Abstract: One of the challenging decisions for students is taking a job specialization. To make their decisions, they use subjective perceptions of friends or family due to the lack of guidance and limited resources. This increases… read more here.
Keywords: path recommendation; career path; recommendation model; model ... See more keywords
Research on Dynamic Learning Path Recommendation Based on Social Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3420772
Abstract: With the improvement of online learning platforms, learners’ demand for learning resource recommendation systems has gradually changed to diversification, diversification, and individuation. How to construct a learning path that can be dynamically adjusted according to… read more here.
Keywords: path recommendation; learning path; social networks; recommendation ... See more keywords
Exploring the Effectiveness of Learning Path Recommendation based on Felder-Silverman Learning Style Model: A Learning Analytics Intervention Approach
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Educational Computing Research"
DOI: 10.1177/07356331211057816
Abstract: A fixed learning path for all learners is a major drawback of virtual learning systems. An online learning path recommendation system has the advantage of offering flexibility to select appropriate learning content. Learning Analytics Intervention… read more here.
Keywords: path recommendation; learning path; path; analytics intervention ... See more keywords
A Personalized Learning Path Recommendation Method Incorporating Multi-Algorithm
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DOI: 10.3390/app13105946
Abstract: In this era of intelligence, the learning methods of learners have substantially changed. Many learners choose to learn through online education platforms. Although learners may enjoy more high-quality educational resources, when they are faced with… read more here.
Keywords: personalized learning; path recommendation; learning path; knowledge ... See more keywords
Construction of Consistent Fuzzy Competence Spaces and Learning Path Recommendation
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DOI: 10.3390/axioms14100768
Abstract: Artificial intelligence is playing an increasingly important role in education. Learning path recommendation is one of the key technologies in artificial intelligence education applications. This paper applies knowledge space theory and fuzzy set theory to… read more here.
Keywords: consistent fuzzy; path recommendation; learning path; competence ... See more keywords