Scoping the Landscape of Large Language Model-based Affective Personal Informatics: Review, Reflection, Future Direction
This synthesis of 45 papers published between January 2020 and June 2026 reveals an overreliance on multi-stage, text-centric pipelines, a predominance of active, screen-bound interactions, and a severe demographic skew toward young, university-campus-based cohorts in empirical evaluations.
Min-Jie Liu, Li-Huan Li, Xu-Ran Li et al.
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