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AI Research
arXiv CS.AI·28d ago·5 min read
Responsible Personalisation: The Double-Edged Sword of Personalisation in Human-Robot Interaction
TL;DR
Personalisation in human-robot interaction can enhance user experience but also raises ethical concerns. This study explores a framework for responsible personalisation that balances user needs with ethical considerations.
✦ Why It Matters
Engineers should implement transparent personalisation algorithms in their robots to enhance user trust and ethical compliance.
Key Takeaways
- Adopt a lifecycle-based approach to personalisation in HRI.
- Analyze interaction characteristics to identify potential risks.
- Implement design recommendations to address ethical concerns.
- Stay informed about ongoing research challenges in HRI.
How It Works
The framework integrates stages of personalisation with interaction contexts, allowing for a systematic analysis of how ethical risks evolve. By categorizing interactions as short-term or long-term and open-domain or closed-domain, it provides insights into the specific risks associated with each type.