SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications

March 8, 2023

Abstract:

We present the SimSensei system, a fully automatic virtual agent that conducts interviews to assess indicators of psychological distress. We emphasize on the perception part of the system, a multimodal framework which captures and analyzes user state for both behavioral understanding and interactional purposes.

Authors

Louis-Philippe Morency

University of Southern California

Giota Stratou

University of Southern California

David DeVault

University of Southern California

Arno Hartholt

University of Southern California

Margo Lhommet

University of Southern California

Gale Lucas

University of Southern California

Fabrizio Morbini

University of Southern California

Kallirroi Georgila

University of Southern California

Stefan Scherer

University of Southern California

Jonathan Gratch

University of Southern California

Stacy Marsella

University of Southern California

David Traum

University of Southern California

Albert Rizzo

University of Southern California

DOI:

10.1609/aaai.v29i1.9777

HOW TO CITE:

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications Proceedings of the AAAI Conference on Artificial Intelligence, 29 (2015) .

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications AAAI 2015, .

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo (2015). SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. Proceedings of the AAAI Conference on Artificial Intelligence, 29, .

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. Proceedings of the AAAI Conference on Artificial Intelligence, 29 2015 p..

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. 2015. SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. "Proceedings of the AAAI Conference on Artificial Intelligence, 29". .

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. (2015) "SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications", Proceedings of the AAAI Conference on Artificial Intelligence, 29, p.

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo, "SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications", AAAI, p., 2015.

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. "SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications". Proceedings of the AAAI Conference on Artificial Intelligence, 29, 2015, p..

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. "SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications". Proceedings of the AAAI Conference on Artificial Intelligence, 29, (2015): .

Louis-Philippe Morency|| Giota Stratou|| David DeVault|| Arno Hartholt|| Margo Lhommet|| Gale Lucas|| Fabrizio Morbini|| Kallirroi Georgila|| Stefan Scherer|| Jonathan Gratch|| Stacy Marsella|| David Traum|| Albert Rizzo. SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. AAAI[Internet]. 2015[cited 2023]; .

ISSN: 2374-3468

Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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