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A personalized recommendation algorithm for English exercises incorporating fuzzy cognitive models and multiple attention mechanisms

Crossref DOI link: https://doi.org/10.1038/s41598-025-96489-3

Published Online: 2025-04-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

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