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Author

Mallika Mainali

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Book Open access Sep 2026

Toward Human-Aligned Recommender Systems via Cognitive and Behavioral User Modeling

Recommender systems research has extensively explored personalization through user modeling, often relying on static representations of human attributes such as personality traits (e.g., the OCEAN framework), under the assumption that individuals with similar traits behave consistently across contexts. However, cogniti...

Mallika Mainali · 0 citations
Book Open access Sep 2026

Toward Human-Aligned Recommender Systems via Cognitive and Behavioral User Modeling

This research bridges cognitive science and recommender systems by introducing cognitive attributes as a complementary layer of user representation, moving beyond static preference assumptions toward behaviorally grounded, human-centered recommendations.

Mallika Mainali · 0 citations

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