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Generating Situation-Based Motivational Feedback in a PTSD E-health System

  • Myrthe TielmanEmail author
  • Mark Neerincx
  • Willem-Paul Brinkman
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10498)

Abstract

Motivating users is an important task for virtual agents in behaviour chance support systems. In this study we present a system which generates motivational statements based on situation type, aimed at a virtual agent for Post-Traumatic Stress Disorder therapy. Using input from experts (n=13), we built a database containing what categories of motivation to use based on therapy progress and current user trust. A statistical analysis confirmed that we can significantly predict the category of statements to use. Using the database, we present a system that generates motivational statements. Because this system is based on expert data, it has the advantage of not needing large amounts of patient data. We envision that by basing the content directly on expert knowledge, the virtual agent can motivate users as a human expert would.

Keywords

E-health Virtual agent PTSD Motivation Behavior change 

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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  • Myrthe Tielman
    • 1
    Email author
  • Mark Neerincx
    • 1
    • 2
  • Willem-Paul Brinkman
    • 1
  1. 1.Delft University of TechnologyDelftNetherlands
  2. 2.TNO Perceptual and Cognitive SystemsSoesterbergNetherlands

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