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A Brain-Computer Interface to a Plan-based Narrative

conference contribution
posted on 2024-10-31, 21:58 authored by Stephen Gilroy, Julie PorteousJulie Porteous, Fred Charles, Marc Cavazza, Eyal Soreq, Gal Raz, Limor Ikar, Ayelet Or-Borichov, Udi Ben-Arie, Ilana Klovatch, Talma Hendler
Interactive Narrative is a form of digital entertainment heavily based on AI techniques to support narrative generation and user interaction, significant progress arriving with the adoption of planning techniques. However, there is a lack of unified models that integrate generation, user responses and interaction. This paper addresses this by revisiting existing Interactive Narrative paradigms, granting explicit status to users' disposition towards story characters as part of narrative generation as well as adding support for new forms of interaction. We demonstrate this with a novel Brain-Computer Interface (BCI) design, incorporating empathy for a main character derived from brain signals within filmic conceptions of narrative which drives generation using planning techniques. Results from an experimental study with a fully implemented system demonstrate the effectiveness of a EEG neurofeedback-based approach, showing that subjects can successfully modulate empathic support of a character in a medical drama. MRI analysis also shows activations in associated regions of the brain during expression of support.

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  1. 1.
    ISBN - Is published in 9781577356332 (urn:isbn:9781577356332)
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Start page

1997

End page

2005

Total pages

9

Outlet

Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013)

Editors

Francesca Rossi

Name of conference

IJCAI 2013

Publisher

Association for Computing Machinery

Place published

New York, United States

Start date

2013-08-03

End date

2013-08-09

Language

English

Copyright

Copyright © 2013 International Joint Conferences on Artificial Intelligence, All rights reserved.

Former Identifier

2006087186

Esploro creation date

2020-06-22

Fedora creation date

2019-01-31

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