Abstract
Traditionally, Embodied Conversational Agents communicate with humans using dialogue systems based on conversation trees. To enhance the flexibility and variability of dialogues, this paper proposes an approach to integrate conversation trees with cognitive models. The approach is illustrated by a case study in the domain of aggression de-escalation training, and a preliminary evaluation in the context of a practical application is presented.
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References
Abraham, M., Flight, S., Roorda, W.: Agressie en geweld tegen werknemers met een publieke taak (in Dutch). DSP, Amsterdam (2011)
Anderson, L.N., Clarke, J.T.: De-escalating verbal aggression in primary care settings. Nurse Pract. 21(10), 95, 98, 101–102 (1996)
Bates, J.: The role of emotions in believable agents. Communications of the ACM 37(7), 122–125 (1994)
Bonner, G., McLaughlin, S.: The psychological impact of aggression on nursing staff. Br. J. Nurs. 16(13), 810–814 (2007)
Bosse, Tibor, Provoost, Simon: Towards aggression de-escalation training with virtual agents: a computational model. In: Zaphiris, Panayiotis, Ioannou, Andri (eds.) LCT. LNCS, vol. 8524, pp. 375–387. Springer, Heidelberg (2014)
Bosse, Tibor, Provoost, Simon: On conversational agents with mental states. In: Brinkman, Willem-Paul, Broekens, Joost, Heylen, Dirk (eds.) IVA 2015. LNCS, vol. 9238, pp. 60–64. Springer, Heidelberg (2015)
Cassell, J., Sullivan, J., Prevost, S., Churchill, E.: Embodied Conversational Agents. MIT Press, Cambridge (2000)
De Angeli, A., Lynch, P., Johnson, G.: Personifying the e-market: a framework for social agents. In: Hirose, M. (ed.) Proc. of Interact 2001, pp. 198–205. IOS Press (2001)
van Deemter, K., Krenn, B., Piwek, P., Klesen, M., Schroeder, M., Baumann, S.: Fully generated scripted dialogue for embodied agents. Artificial Intelligence 172(10), 1219–1244 (2008)
Gebhard, Patrick, Kipp, Michael, Klesen, Martin, Rist, Thomas: Adding the emotional dimension to scripting character dialogues. In: Rist, Thomas, Aylett, Ruth S., Ballin, Daniel, Rickel, Jeff (eds.) IVA 2003. LNCS (LNAI), vol. 2792, pp. 48–56. Springer, Heidelberg (2003)
Kenny, P., Hartholt, A., Gratch, J., Swartout, W., Traum, D., Marsella, S., Piepol, D.: Building interactive virtual humans for training environments. In: Proc. of 2007 Interservice/Industry Training, Simulation and Education Conference, Orlando, FL (2007)
Kim, J., Hill, R.W., Durlach, P., Lane, H.C., Forbell, E., Core, C., Marsella, S., Pynadath, D., Hart, J.: BiLAT: A game-based environment for practicing negotiation in a cultural context. International Journal of AI in Education 19(3), 289–308 (2009)
Lee, Jina, Marsella, Stacy C.: Nonverbal behavior generator for embodied conversational agents. In: Gratch, Jonathan, Young, Michael, Aylett, Ruth S., Ballin, Daniel, Olivier, Patrick (eds.) IVA 2006. LNCS (LNAI), vol. 4133, pp. 243–255. Springer, Heidelberg (2006)
Mateas, M., Stern, A.: Façade: an experiment in building a fully-realized interactive drama. In: Game Developers Conference (GDC 2003), San Jose, CA, USA (2003)
Miller, J.D., Lyna, D.R.: Reactive and proactive aggression: Similarities and differences. Personality and Individual Differences 41(8), 1469–1480 (2006)
Muller, T.J., Heuvelink, A., van den Bosch, K., Swartjes, I.: Glengarry glen ross: using BDI for sales game dialogues. In: The Eighth Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (2012)
Nijholt, A., Heylen, D.: Multimodal Communication in Inhabited Virtual Environments. International Journal of Speech Technology 5(4), 343–354 (2002)
Provoost, S.: A computational model of aggression de-escalation. M.Sc. Thesis, VU University Amsterdam (2014). http://hdl.handle.net/1871/50480
Smith, C., et al.: Interaction Strategies for an Affective Conversational Agent. Presence 20(5), 395–411 (2011)
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Bosse, T., Provoost, S. (2015). Integrating Conversation Trees and Cognitive Models Within an ECA for Aggression De-escalation Training. In: Chen, Q., Torroni, P., Villata, S., Hsu, J., Omicini, A. (eds) PRIMA 2015: Principles and Practice of Multi-Agent Systems. PRIMA 2015. Lecture Notes in Computer Science(), vol 9387. Springer, Cham. https://doi.org/10.1007/978-3-319-25524-8_48
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DOI: https://doi.org/10.1007/978-3-319-25524-8_48
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