A Self-learning Application Framework for Behavioral Change Support
| Autor: | Ulrich Reimer, Tom Ulmer, Edith Maier |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Hierarchy
Nudge theory Computer science User modeling Application framework Psychological intervention 020207 software engineering 02 engineering and technology 03 medical and health sciences 0302 clinical medicine Human–computer interaction 0202 electrical engineering electronic engineering information engineering Collaborative filtering Support system 030212 general & internal medicine Adaptation (computer science) |
| Zdroj: | Communications in Computer and Information Science ISBN: 9783319627038 ICT4AgeingWell (Selected Papers) |
| DOI: | 10.1007/978-3-319-62704-5_8 |
| Popis: | The paper analyzes current weaknesses of behavioral change support systems such as the lack of adequately taking into account the heterogeneity of target users. Based on this analysis the paper presents an application framework that comprises various components to accommodate user preferences and to adapt system interventions to individual users: a goal hierarchy which users can tailor to their needs, dividing nudges into different types that correspond to speech acts, rules for context-specific triggering of nudges. User adaptation is realized with approaches from user modeling and collaborative filtering. The result is a self-learning application that changes in line with a user’s progress, which is expected to enhance user acceptance and increase and sustain people’s motivation for behavioral change. The application framework will be evaluated by comparing a mobile health app using the framework with a simplified version of the app that does not support user tailoring and adaptation. |
| Databáze: | OpenAIRE |
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