El Diseño de Un Modelo de Inteligencia Artificial Que Afina Los Resultados Del Análisis en la Toma de Decisiones en Economía. El Caso Del Consumo Final de Energía en la UE PDF Download

Author: Daniel Arce Carnero
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Languages : en
Pages : 0

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Book Description
The objective of this Final Degree Dissertation, entitled 'Design of an Artificial Intelligence model that refines the results of the analysis in economic decision making: the case of final energy consumption in the UE' is to shed light on the potential of Artificial Intelligence (AI) from a decision-maker perspective.The study commences by establishing the bases of the traditional way of conducting data-driven decisions and discussing the various processes that exist. Additionally, it defines the limitations of these traditional approaches.The subsequent section explores the novel AI approaches for the decision making process, first, it establishes the fundamental concepts of AI. Additionally, it clarifies the distinctions between AI and Machine Learning. Then, it dives into the process of making decisions using AI, proposing examples of techniques employed in different areas.Having laid the groundwork, the research delves into the economic effects that arise from the integration of AI in businesses and international organizations, distinguishing between firm level, and microeconomic and macroeconomic level repercussions.Lastly, a real-world case study in the European energy sector is presented, to compare the predictive performance of traditional methods with AI techniques.Key words: Artificial Intelligence, data-driven decisions, economic effects, predictive performance.