Abstract
Game theory is largely about interactions of agents whose decisions affect each other. The combination of agents’ actions corresponds to outcomes, which may impact agents’ goals, either positively or negatively. The analysis of the probable consequences and expected utilities of all possible outcomes is fundamental to support agents when deciding whether to engage in a certain strategy. In this paper, we move in this direction by initiating the investigation of the ontological foundation of the emergence of value and risk from outcomes in game theoretical approaches. In order to understand the influence of these forces over outcomes, a precise and rigorous conceptualization, based on foundational ontologies, is needed. To this aim, we present and discuss here a preliminary ontological modeling of basic concepts of game theory, as well as the relation to value, risk and outcomes.
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References
Almeida, J.P.A., Falbo, R.A., Guizzardi, G.: Events as entities in ontology-driven conceptual modeling. In: Laender, A.H.F., Pernici, B., Lim, E.-P., de Oliveira, J.P.M. (eds.) ER 2019. LNCS, vol. 11788, pp. 469–483. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-33223-5_39
Botti Benevides, A., Bourguet, J.R., Guizzardi, G., Peñaloza, R., Almeida, J.P.A.: Representing a reference foundational ontology of events in SROIQ. Appl. Ontol. 14(3), 293–334 (2019)
Castelfranchi, C.: Commitments: from individual intentions to groups and organizations. In: 1st International Conference on Multi-Agent Systems (ICMAS), vol. 95, pp. 41–48 (1995)
Cox Jr., L.A.: Game theory and risk analysis. Risk Anal. Int. J. 29(8), 1062–1068 (2009)
Diamond, D.W., Dybvig, P.H.: Bank runs, deposit insurance, and liquidity. J. Polit. Econ. 91(3), 401–419 (1983)
Easley, D., Kleinberg, J., et al.: Networks, crowds, and markets: reasoning about a highly connected world. Significance 9, 43–44 (2012)
Fonseca, C.M., Porello, D., Guizzardi, G., Almeida, J.P.A., Guarino, N.: Relations in ontology-driven conceptual modeling. In: Laender, A.H.F., Pernici, B., Lim, E.-P., de Oliveira, J.P.M. (eds.) ER 2019. LNCS, vol. 11788, pp. 28–42. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-33223-5_4
GhavamiFar, F., Taghiyareh, F., Razavi, M.: Game theory as a tool for converting risk to opportunity (2007)
Guarino, N.: Formal ontology in information systems. In: Proceedings of the First International Conference (FOIS 1998), Trento, Italy, 6–8 June, vol. 46. IOS Press (1998)
Guarino, N.: On the semantics of ongoing and future occurrence identifiers. In: Mayr, H.C., Guizzardi, G., Ma, H., Pastor, O. (eds.) ER 2017. LNCS, vol. 10650, pp. 477–490. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-69904-2_36
Guarino, N., Guizzardi, G., Mylopoulos, J.: On the philosophical foundations of conceptual models. Inf. Model. Knowl. Bases XXXI(321), 1 (2020)
Guizzardi, G.: Ontological foundations for structural conceptual models. Telematica Instituut/CTIT (2005)
Guizzardi, G., Falbo, R.A., Guizzardi, R.S.S.: Grounding software domain ontologies in the Unified Foundational Ontology (UFO). In: 11th Ibero-American Conference on Software Engineering (CIbSE), pp. 127–140 (2008)
Guizzardi, G., Fonseca, C.M., Benevides, A.B., Almeida, J.P.A., Porello, D., Sales, T.P.: Endurant types in ontology-driven conceptual modeling: towards OntoUML 2.0. In: Trujillo, J.C., et al. (eds.) ER 2018. LNCS, vol. 11157, pp. 136–150. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-00847-5_12
Guizzardi, G., Wagner, G., Almeida, J.P.A., Guizzardi, R.S.S.: Towards ontological foundations for conceptual modeling: the Unified Foundational Ontology (UFO) story. Appl. Ontol. 10(3–4), 259–271 (2015)
Guizzardi, G., Wagner, G., de Almeida Falbo, R., Guizzardi, R.S.S., Almeida, J.P.A.: Towards ontological foundations for the conceptual modeling of events. In: Ng, W., Storey, V.C., Trujillo, J.C. (eds.) ER 2013. LNCS, vol. 8217, pp. 327–341. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-41924-9_27
Guizzardi, R.S.S., Guizzardi, G.: Ontology-based transformation framework from TROPOS to AORML. In: Social Modeling for Requirements Engineering, pp. 547–570. The MIT Press (2010)
ISO: Risk Management - Vocabulary. Standard, International Organization for Standardization (2018)
ISO: Risk Management - Guidelines. Standard, International Organization for Standardization (2009)
Jarzabkowski, P., Wilson, D.C.: Actionable strategy knowledge: a practice perspective. Eur. Manag. J. 24(5), 348–367 (2006)
Kambil, A., Ginsberg, A., Bloch, M.: Re-inventing value propositions. Information Systems Working Papers Series (1996)
Lanning, M.J., Michaels, E.G.: A business is a value delivery system. McKinsey Staff Paper 41(July) (1988)
McKelvey, R.D., McLennan, A.M., Turocy, T.L.: Gambit: software tools for game theory (2006)
Myerson, R.: Game Theory: Analysis of Conflict. Press, Cambridge (1991)
Osborne, M.J., Rubinstein, A.: A Course in Game Theory. MIT Press, Cambridge (1994)
Payolo, A.R.: A toilet paper run is like a bank run. The economic fixes are about the same. The Conversation, March 2020. https://theconversation.com/a-toilet-paper-run-is-like-a-bank-run-the-economic-fixes-are-about-the-same-133065
Peterson, M.: An Introduction to Decision Theory. Cambridge University Press, Cambridge (2017)
Porello, D., Guizzardi, G.: Towards an ontological modelling of preference relations. In: Ghidini, C., Magnini, B., Passerini, A., Traverso, P. (eds.) AI*IA 2018. LNCS (LNAI), vol. 11298, pp. 152–165. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-03840-3_12
Porello, D., Guizzardi, G., Sales, T.P., Amaral, G.: A core ontology for economic exchanges. In: Dobbie, G., Frank, U., Kappel, G., Liddle, S.W., Mayr, H.C. (eds.) ER 2020. LNCS, vol. 12400, pp. 364–374. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-62522-1_27
Rajbhandari, L., Snekkenes, E.A.: Mapping between classical risk management and game theoretical approaches. In: De Decker, B., Lapon, J., Naessens, V., Uhl, A. (eds.) CMS 2011. LNCS, vol. 7025, pp. 147–154. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-24712-5_12
Rass, S.: On game-theoretic risk management (part three)-modeling and applications. arXiv preprint arXiv:1711.00708 (2017)
Sales, T.P., Almeida, J.P.A., Santini, S., Baião, F., Guizzardi, G.: Ontological analysis and redesign of risk modeling in ArchiMate. In: 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference (EDOC), pp. 154–163. IEEE (2018)
Sales, T.P., Baião, F., Guizzardi, G., Almeida, J.P.A., Guarino, N., Mylopoulos, J.: The common ontology of value and risk. In: Trujillo, J.C., et al. (eds.) ER 2018. LNCS, vol. 11157, pp. 121–135. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-00847-5_11
Sales, T.P., Guarino, N., Guizzardi, G., Mylopoulos, J.: An ontological analysis of value propositions. In: 21st IEEE International Enterprise Distributed Object Computing Conference (EDOC), pp. 184–193. IEEE (2017)
Sales, T.P., Roelens, B., Poels, G., Guizzardi, G., Guarino, N., Mylopoulos, J.: A pattern language for value modeling in ArchiMate. In: Giorgini, P., Weber, B. (eds.) CAiSE 2019. LNCS, vol. 11483, pp. 230–245. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-21290-2_15
Savani, R., von Stengel, B.: Game theory explorer: software for the applied game theorist. Comput. Manag. Sci. 12(1), 5–33 (2015)
Shoham, Y., Leyton-Brown, K.: Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations. Cambridge University Press, Cambridge (2008)
Sun, S., Sun, N.: The fundamentals of non-cooperative games. In: Sun, S., Sun, N. (eds.) Management Game Theory, pp. 1–21. Springer, Singapore (2018). https://doi.org/10.1007/978-981-13-1062-1_1
The Open Group: ArchiMate 3.0.1 Specification. Standard C179 (2017)
Verdonck, M., Gailly, F.: Insights on the use and application of ontology and conceptual modeling languages in ontology-driven conceptual modeling. In: Comyn-Wattiau, I., Tanaka, K., Song, I.-Y., Yamamoto, S., Saeki, M. (eds.) ER 2016. LNCS, vol. 9974, pp. 83–97. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-46397-1_7
Watson, J.: Strategy: an Introduction to Game Theory, vol. 139. WW Norton New York (2002)
Wooldridge, M.: An Introduction to Multiagent Systems. Wiley, Hoboken (2009)
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CAPES (PhD grant 88881.173022/2018-01) and NeXON project (UNIBZ).
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Amaral, G., Porello, D., Sales, T.P., Guizzardi, G. (2021). Modeling the Emergence of Value and Risk in Game Theoretical Approaches. In: Aveiro, D., Guizzardi, G., Pergl, R., Proper, H.A. (eds) Advances in Enterprise Engineering XIV. EEWC 2020. Lecture Notes in Business Information Processing, vol 411. Springer, Cham. https://doi.org/10.1007/978-3-030-74196-9_5
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