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Uma Abordagem para a Criação e Recomendação de Objetos de Aprendizagem usando um Algoritmo Genético, Tecnologias da Web Semântica e uma Ontologia
Author(s) -
Clarivando Belizário Júnior,
Fabiano Dorça
Publication year - 2018
Publication title -
anais do ... simpósio brasileiro de informática na educação/anais do simpósio brasileiro de informática na educação
Language(s) - English
Resource type - Conference proceedings
eISSN - 2316-6533
pISSN - 2176-4301
DOI - 10.5753/cbie.sbie.2018.1533
Subject(s) - computer science , humanities , philosophy
E-learning is an electronic teaching model that can be adapted to student's learning styles. The lack of learning objects (LOs) that can be recommended to students is an open problem. Another challenge is the personalized recommendation of LOs. To solve them, we have implemented an approach that uses Wikipedia content to create new educational resources considering an ontology which models students and LOs. The problem of recommending LOs is formalized, and then a genetic algorithm (GA) is presented to solve it. The tests carried out on a prototype guarantee the viability of this approach to solve these problems, showing that the GA is superior to a random algorithm. Palavras-chave: Ensino Eletrônico, Web Semântica, Objetos de Aprendizagem

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