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ERIC Number: EJ1226061
Record Type: Journal
Publication Date: 2019
Pages: 23
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1539-3100
EISSN: N/A
Available Date: N/A
Solving the Adaptive Curriculum Sequencing Problem with Prey-Predator Algorithm
de Oliveira Costa Machado, Marcelo; Barrére, Eduardo; Souza, Jairo
International Journal of Distance Education Technologies, v17 n4 Article 5 p71-93 2019
Adaptive curriculum sequencing (ACS) is still a challenge in the adaptive learning field. ACS is a NP-hard problem especially considering the several constraints of the student and the learning material when selecting a sequence from repositories where several sequences could be chosen. Therefore, this has stimulated several researchers to use evolutionary approaches in the search for satisfactory solutions. This work explores the use of an adaptation of the prey-predator algorithm for the ACS problem. Pedagogical experiments with a real student dataset and convergence experiments with a synthetic dataset have shown that the proposed solution is suitable for the problem, although it is a solution not yet explored in the adaptive learning literature.
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Brazil
Grant or Contract Numbers: N/A
Author Affiliations: N/A