Publication: Inteligencia artificial centrada en los humanos para la toma de decisiones financieras
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2020
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Abstract
Este Trabajo de Fin de Grado se ha centrado en el desarrollo de una inteligencia artificial centrada en los humanos para la toma de decisiones financieras, concretamente, la concesión de una hipoteca. Para el desarrollo de este proyecto, nos hemos adentrado en el ámbito de la Inteligencia Artificial centrada en los Humanos para acompañar la decisión tomada por los algoritmos de Inteligencia Artificial empleados para llevar a cabo dicha decisión financiera con una explicación autogenerada acerca del conocimiento aprendido por los mismos y que justifique dicha decisión financiera, proporcionando a los posibles usuarios de la inteligencia artificial una explicación fácil de entender acerca de las decisiones tomadas. En esta memoria, se describe con detalle el desarrollo del proyecto.
This Final Degree Project has focused on the development of a Human-centric Artificial Intelligence approach for financial decision-making, specifically, the granting of a mortgage. For the development of this project, we have entered the field of Human-centric Artificial Intelligence to accompany the decision made by the Artificial Intelligence algorithms used to carry out said financial decision with a self-generated explanation about the knowledge learned by themselves and that justifies such financial decision, providing potential users of this Artificial Intelligence approach with an easy-to-understand explanation of the decisions made. In this report, the development of the project is described in detail.
This Final Degree Project has focused on the development of a Human-centric Artificial Intelligence approach for financial decision-making, specifically, the granting of a mortgage. For the development of this project, we have entered the field of Human-centric Artificial Intelligence to accompany the decision made by the Artificial Intelligence algorithms used to carry out said financial decision with a self-generated explanation about the knowledge learned by themselves and that justifies such financial decision, providing potential users of this Artificial Intelligence approach with an easy-to-understand explanation of the decisions made. In this report, the development of the project is described in detail.
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Trabajo de Fin de Grado en Ingeniería Informática, Facultad de Informática UCM, Departamento de Ingeniería del Software e Inteligencia Artificial, Curso 2019/2020