A 16-participant qualitative study finds that using LLMs to turn routine conversations into knowledge graphs causes entity fragmentation because users narrate hierarchically and out of order, leading to design heuristics for JITAIs.
Bickmore, Suzanne E
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Graphing the Everyday: A Neurosymbolic Approach to Eliciting Routines for Just-In-Time Adaptive Interventions
A 16-participant qualitative study finds that using LLMs to turn routine conversations into knowledge graphs causes entity fragmentation because users narrate hierarchically and out of order, leading to design heuristics for JITAIs.