Competency-Based E-Learning Systems: Automated Integration of User Competency Portfolio

نویسندگان

چکیده

In today’s learning environment, e-learning systems are becoming a necessity. A competency-based student portfolio system is also gaining popularity. Due to the variety of and increasing mobility students between different institutions or systems, higher level automated competency integration required. Increasing complexity makes manual mapping competencies unsustainable. The purpose this paper automate with student-gained from other systems. Natural language processing, text similarity estimation, fuzzy logic applications were used implement process. Multiple cases have been tested determine effectiveness proposed solution. solution has shown be able accurately predict coverage course by students’ an accuracy approximately 77%. As it not possible achieve 100% accuracy, should executed semi-automatically applying obtain initial mapping, then manually revising results as necessary. When compared fully competencies, reduces workload increases resource sustainability.

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ژورنال

عنوان ژورنال: Sustainability

سال: 2022

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su142416544