Abstract
In this article we address coverage and comprehensiveness issues raised by the integration of a large class of psychological phenomena into rational dialogical agents. These two issues are handled through the definition of a generic framework based on the notion of personality engine, which makes it possible to reify in separate modules in one hand the application-dependent parts and on the other hand the resources involved in the representation of the psychological phenomena. We introduce an enriched taxonomy of personality traits, based on the well-used ffm/neo pi-r taxonomy and we show how it can be applied on an example of agents, taken from the literature. Then we introduce the necessary concepts for modeling a personality engine. A case study, using a simplified world of dialogical agents, shows how those agents can be provided with a personality engine affecting the way they communicate with each other, and demonstrates how it can be used to implement the example. Finally, we compare our approach to other attempts at implementing personality features in rational agents.
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Notes
- 1.
Complete coverage has been attempted for emotions, as in OCC [28].
- 2.
Each facet has a positive (resp. negative) pole noted \(+\) (resp. \(-\)) associated with the concept (resp. the antonym of the concept). Facets are referred to using the name of their \(+\) pole.
- 3.
A gloss is a short natural language phrase defining intuitively a lexical semantics sense, as found in dictionaries or in WordNet synsets [12].
- 4.
- 5.
- 6.
Like facets, schemes are bipolar and are often referred to by their +pole.
- 7.
Using ‘the’ raises issues of existence (no possible influences found) and unicity (several distinct sets found thus prompting an order relation).
- 8.
Except for first line of Table 3 (O fantasy -practical), which is similar to a line generic-agent as this trait can be viewed as Bratman’s notion of practical reason (1987).
References
Baylor, A., Ryu, J.: The api (agent persona instrument) for assessing pedagogical agent persona. In: World Conference on Educational Multimedia, Hypermedia and Telecommunications, vol. 2003, pp. 448–451 (2003)
Bouchet, F., Sansonnet, J.P.: Classification of wordnet personality adjectives in the NEO PI-R taxonomy. In: Fourth Workshop on Animated Conversational Agents, WACA 2010, Lille, France, pp. 83–90 (2010)
Bouchet, F., Sansonnet, J.P.: Influence of personality traits on the rational process of cognitive agents. In: The 2011 IEEE/WIC /ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Lyon, France (2011)
Bratman, M.E.: Intentions, Plans, and Practical Reason. Harvard University Press, Cambridge (1987)
Cassell, J., Sullivan, J., Prevost, S., Churchill, E. (eds.): Embodied Conversational Agents. MIT Press, Cambridge (2000)
Cattell, R.B., Eber, H.W., Tatsuoka, M.M.: Handbook for the Sixteen Personality Factor Questionnaire (16 PF). Institute for Personality and Ability Testing, Champain (1970)
Costa, P.T., McCrae, R.R.: The NEO PI-R Professional Manual. Psychological Assessment Resources, Odessa (1992)
Damasio, A.R.: Descartes Error: Emotion, Reason and the Human Brain. G.P. Putnam’s Sons, New York (1994)
Dastani, M.: 2APL: a practical agent programming language.In: AAMAS ’08:The Seventh International Joint Conference on Autonomous Agents and Multiagent Systems, vol. 16, pp. 214–248. Springer-Verlag, Estoril (2008)
Doce, T., Dias, J., Prada, R., Paiva, A.: Creating individual agents through personality traits. In: Safonova, A. (ed.) IVA 2010. LNCS, vol. 6356, pp. 257–264. Springer, Heidelberg (2010)
Evertsz, R., Ritter, F.E., Busetta, P., Pedrotti, M.: Realistic behaviour variation in a BDI-based cognitive architecture. In: Procedings of SimTecT’08, Melbourne, Australia (2008)
Fellbaum, C.: WordNet: An Electronic Lexical Database. MIT Press, Cambridge (1998)
Findler, N.V.: Studies in machine cognition using the game of poker. Commun. ACM 20(4), 230–245 (1977)
Finin, T., Fritzson, R., McKay, D., McEntire, R.: KQML as an agent communication language. In: Proceedings of the Third International Conference on Information and Knowledge Management, pp. 456–463. ACM, Gaithersburg (1994)
Goldberg, L.R.: An alternative description of personality: the big-five factor structure. J. Pers. So. Psychol. 59, 1216–1229 (1990)
Goldberg, L.R.: The development of markers for the big-five factor structure. Psychol. Assess. 4, 26–42 (1992)
Goldberg, L.R.: Language and individual differences: The search for universal in personality lexicons. Rev. Pers. Soc. Psychol. 2, 141–165 (1981)
Gratch, J., Marsella, S.: A domain-independent framework for modeling emotion. J. Cogn. Syst. Res. 5(4), 269–306 (2004)
Howden, N., Rannquist, R., Hodgson, A., Lucas, A.: Intelligent agents - summary of an agent infrastructure. In: Proceedings of the 5th International Conference on Autonomous Agents, Montreal (2001)
Jiang, H., Vidal, J.M., Huhns, M.N.: eBDI: an architecture for emotional agents. In: AAMAS ’07: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1–3. ACM, New York (2007)
John, O.P., Robins, R.W., Pervin, L.A. (eds.): Handbook of Personality: Theory and Research, 3rd edn. The Guilford Press, New York (2008)
Kakas, A., Mancarella, P., Sadri, F., Stathis, K., Toni, F.: The KGP model of agency. In: ECAI, pp. 33–37. IOS Press, Valencia (2004)
Koda, T., Maes, P.: Agents with faces: the effect of personification, pp. 189–194 (1996)
Lim, M.Y., Dias, J., Aylett, R.S., Paiva, A.C.R.: Improving adaptiveness in autonomous characters. In: Prendinger, H., Lester, J.C., Ishizuka, M. (eds.) IVA 2008. LNCS (LNAI), vol. 5208, pp. 348–355. Springer, Heidelberg (2008)
Malatesta, L., Caridakis, G., Raouzaiou, A., Karpouzis, K.: Agent personality traits in virtual environments based on appraisal theory predictions. In: Artificial and Ambient Intelligence, Language, Speech and Gesture for Expressive Characters, achie AISB’07, Newcastle, UK (2007)
McRorie, M., Sneddon, I., de Sevin, E., Bevacqua, E., Pelachaud, C.: A model of personality and emotional traits. In: Ruttkay, Z., Kipp, M., Nijholt, A., Vilhjálmsson, H.H. (eds.) IVA 2009. LNCS, vol. 5773, pp. 27–33. Springer, Heidelberg (2009)
O’Brien, P.D., Nicol, R.C.: FIPA towards a standard for software agents. BT Technol. J. 16(3), 51–59 (1998)
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press edition, Cambridge (1988)
Pelachaud, C.: Some considerations about embodied agents. In: International Conference on Autonomous Agents, Barcelona (2000)
Rao, A.S., Georgeff, M.P.: BDI agents: from theory to practice. In: Proceedings First International Conference on Multi-agent Systems (ICMAS-95), pp. 312–319 (1995)
Rizzo, P., Veloso, M.V., Miceli, M., Cesta, A.: Personality-driven social behaviors in believable agents. In: AAAI Symposium on Socially Intelligent Agents, pp. 109–114 (1997)
Rousseau, D.: Personality in computer characters. AAAI Technical report WS-96-03, pp. 38–43 (1996)
Rousseau, D., Hayes-Roth, B.: Personality in synthetic characters. Technical report, KSL 96–21. Knowledge Systems Laboratory, Stanford University (1996)
Sansonnet, J.P., Bouchet, F.: Extraction of agent psychological behaviors from glosses of wordnet personality adjectives. In: Proceedings of the 8th European Workshop on Multi-Agent Systems (EUMAS’10), Paris, France (2010)
Sansonnet, J.P., Bouchet, F.: Integrating psychological behaviors in the rational process of conversational assistant agents. In: Murray, R.C., McCarthy, P.M. (eds.) Proceedings of the 24th International FLAIRS Conference (FLAIRS-24), Palm Beach, Florida, pp. 440–445 (2011)
Silverman, B.G., Cornwell, M., O’Brien, K.: Human behavior models for agents in simulators and games. PRESENCE 15, 139–162 (2006)
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Sansonnet, JP., Bouchet, F. (2014). A Framework Covering the Influence of ffm/neo pi-r Traits over the Dialogical Process of Rational Agents. In: Filipe, J., Fred, A. (eds) Agents and Artificial Intelligence. ICAART 2013. Communications in Computer and Information Science, vol 449. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-44440-5_4
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