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A Bandit-Based Approach to Educational Recommender Systems: Contextual Thompson Sampling for Learner Skill Gain Optimization.

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Title: A Bandit-Based Approach to Educational Recommender Systems: Contextual Thompson Sampling for Learner Skill Gain Optimization.
Authors: De Kerpel, Lukas1 (AUTHOR) lukas.dekerpel@ugent.be, Thuy, Arthur1 (AUTHOR) arthur.thuy@ugent.be, Benoit, Dries F.1 (AUTHOR) dries.benoit@ugent.be
Source: INFORMS Transactions on Education. May2026, Vol. 26 Issue 3, p187-199. 13p.
Database: Business Source Ultimate
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  Data: <searchLink fieldCode="JN" term="%22INFORMS+Transactions+on+Education%22">INFORMS Transactions on Education</searchLink>. May2026, Vol. 26 Issue 3, p187-199. 13p.
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      – Type: doi
        Value: 10.1287/ited.2025.0174
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      – Code: eng
        Text: English
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        PageCount: 13
        StartPage: 187
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      – TitleFull: A Bandit-Based Approach to Educational Recommender Systems: Contextual Thompson Sampling for Learner Skill Gain Optimization.
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              Text: May2026
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