Context-aware notification management systems for just-in-time adaptive interventions
| Autor: | Florian Künzler |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Data collection
Computer science 05 social sciences Psychological intervention Context (language use) 02 engineering and technology Field (computer science) Work (electrical) Human–computer interaction Intervention (counseling) Management system 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 0501 psychology and cognitive sciences Adaptive interventions 050107 human factors |
| Zdroj: | PerCom Workshops |
| DOI: | 10.1109/percomw.2019.8730874 |
| Popis: | Just-in-time adaptive intervention (JITAI) is a framework used to provide personalized and context-dependent interventions to a user. To fully integrate a JITAI into a user's context, the intervention developer needs to ensure that the user is responding, while still being in the same context. Consequently, they need a context-aware notification management system (CNMS) to accurately time the sending of interventions. This research aims to study smartphone sensor based CNMS for JITAIs in a behavioral change and health context. In this work, we outline the various studies – completed or underway – from a smartphone based digital coach providing interventions and collecting passive sensing data. This data will then be used to train machine learning models, which are finally evaluated in a verification study in the field. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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