Afective autonomous agents for supporting investment decision processes using artifcial somatic reactions

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dc.contributor.authorCabrera‐Paniagua, Daniel
dc.contributor.authorRubilar‐Torrealba, Rolando
dc.date.accessioned2022-11-30T02:46:13Z
dc.date.available2022-11-30T02:46:13Z
dc.date.issued2021
dc.description.abstractSometimes, the conscious act of decision-making in humans is dramatically interrupted by situations that warrant an immediate response (e.g. when there is an imminent risk). The human body somatizes this interruption such that an action could be taken without a rational analysis. The above is known as a somatic marker. According to the somatic marker hypothesis, somatic markers could directly influence several ambits of decision-making. This research work presents the incorporation of artificial somatic reactions into affective autonomous agents who implement decision-making in the stock market. This implies the design of a general decision architecture for stock markets considering artificial somatic reactions and the definition of a set of decision-making algorithms for supporting investment decisions performed by affective autonomous agents (considering artificial somatic reactions). Test scenarios were defined using official data from Standard & Poor's 500 and Dow Jones. The experimental results are promising and indicated that affective autonomous agents are able to experience artificial somatic reactions and achieve effectiveness and efficiency in their decision-making.en_ES
dc.facultadFacultad de Ingenieríaen_ES
dc.file.nameCabrera_Afe2021.pdf
dc.identifier.citationCabrera-Paniagua, D., Rubilar-Torrealba, R. Affective autonomous agents for supporting investment decision processes using artificial somatic reactions. J Ambient Intell Human Comput (2021). https://doi.org/10.1007/s12652-021-03319-1en_ES
dc.identifier.doihttps://doi.org/10.1007/s12652-021-03319-1
dc.identifier.urihttp://repositoriobibliotecas.uv.cl/handle/uvscl/7257
dc.languageen
dc.publisherSpringer
dc.sourceJournal of Ambient Intelligence and Humanized Computing
dc.subjectSOMATIC MARKERen_ES
dc.subjectARTIFCIAL SOMATIC REACTIONen_ES
dc.subjectAFECTIVE AUTONOMOUS AGENTen_ES
dc.subjectINVESTMENT DECISION PROCESSen_ES
dc.titleAfective autonomous agents for supporting investment decision processes using artifcial somatic reactions
dc.typeArticulo
uv.departamentoEscuela de Ingenieria Informatica

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