Ask Less, Learn More: Adapting Ecological Momentary Assessment Survey Length by Modeling Question-Answer Information Gain

Ecological momentary assessment (EMA) is an approach to collect self-reported data repeatedly on mobile devices in natural settings. EMAs allow for temporally dense, ecologically valid data collection, but frequent interruptions with lengthy surveys on mobile devices can burden users, impacting comp...

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Veröffentlicht in:	Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies mobile, wearable and ubiquitous technologies, 2024-11, Vol.8 (4), p.1-32, Article 166
Hauptverfasser:	Li, Jixin, Ponnada, Aditya, Wang, Wei-Lin, Dunton, Genevieve, Intille, Stephen
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied computing Computing methodologies Health informatics Human computer interaction (HCI) Human-centered computing Interactive systems and tools Life and medical sciences Machine learning
Online-Zugang:	Volltext
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