Date
Publisher
arXiv
Political polarization undermines democratic civic education by exacerbating
identity-based resistance to opposing viewpoints. Emerging AI technologies
offer new opportunities to advance interventions that reduce polarization and
promote political open-mindedness. We examined novel design strategies that
leverage adaptive and emotionally-responsive civic narratives that may sustain
students' emotional engagement in stories, and in turn, promote
perspective-taking toward members of political out-groups. Drawing on theories
from political psychology and narratology, we investigate how affective
computing techniques can support three storytelling mechanisms: transportation
into a story world, identification with characters, and interaction with the
storyteller. Using a design-based research (DBR) approach, we iteratively
developed and refined an AI-mediated Digital Civic Storytelling (AI-DCS)
platform. Our prototype integrates facial emotion recognition and attention
tracking to assess users' affective and attentional states in real time.
Narrative content is organized around pre-structured story outlines, with
beat-by-beat language adaptation implemented via GPT-4, personalizing
linguistic tone to sustain students' emotional engagement in stories that
center political perspectives different from their own. Our work offers a
foundation for AI-supported, emotionally-sensitive strategies that address
affective polarization while preserving learner autonomy. We conclude with
implications for civic education interventions, algorithmic literacy, and HCI
challenges associated with AI dialogue management and affect-adaptive learning
environments.
Study at a glance
- Question: How can an adaptive AI storytelling platform help students engage with opposing political viewpoints?
- Setting and data: Not stated in the abstract
- Method: Iterative development and refinement of a prototype platform (design-based research)
Why it matters
Political polarization undermines democratic civic education by exacerbating identity-based resistance to opposing viewpoints. Emerging AI technologies offer new opportunities to advance interventions that reduce polarization and promote political open-mindedness.
Key findings
- In politically polarized civic education, emotionally responsive AI narratives may promote student perspective-taking toward opposing political groups while preserving learner autonomy.
- The AI storytelling tool personalized narrative language beat-by-beat to sustain student engagement with viewpoints different from their own.
- Integrating facial emotion recognition and attention tracking enabled the platform to assess learners' emotional and focus states in real time.
Summary drafted with AI from the paper’s abstract and may contain errors. See the full paper for details.
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Study design

