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  1. Explainable Artificial Intelligence in Data Science.Joaquín Borrego-Díaz & Juan Galán-Páez - 2022 - Minds and Machines 32 (3):485-531.
    A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. Thus, providing renewed momentum to the relatively new research area of eXplainable AI (XAI). Nowadays, the importance of XAI lies in the fact that the increasing control transference to this kind of system for decision making -or, at least, its use for assisting executive stakeholders- already affects many sensitive realms (as in Politics, Social Sciences, or Law). The decision-making power handover to (...)
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  • What Cognitive Mechanism, When, Where, and Why? Exploring the Decision Making of University and Professional Rugby Union Players During Competitive Matches.Michael Ashford, Andrew Abraham & Jamie Poolton - 2021 - Frontiers in Psychology 12.
    Over the past 50 years decision making research in team invasion sport has been dominated by three research perspectives,information processing,ecological dynamics, andnaturalistic decision making. Recently, attempts have been made to integrate perspectives, as conceptual similarities demonstrate the decision making process as an interaction between a players perception of game information and the individual and collective capability to act on it. Despite this, no common ground has been found regarding what connects perception and action during performance. The differences between perspectives rest (...)
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  • Innovation in Psychotherapy, Challenges, and Opportunities: An Opinion Paper.Janina Isabel Schweiger, Kai G. Kahl, Jan Philipp Klein, Valerija Sipos & Ulrich Schweiger - 2019 - Frontiers in Psychology 10.
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  • Return-To-Play Decision Making in Team Sports Athletes. A Quasi-Naturalistic Scenario Study.Jochen Mayer, Stephanie Burgess & Ansgar Thiel - 2020 - Frontiers in Psychology 11:521968.
    Competitive athletes act within cultures of risk in sports and often decide to return to sport despite having acute health problems. The outcomes of such risky return-to-play decisions can not only negatively affect their future health, but also limit their sports performance or even upset their career paths. Following risk-management-decision theory with its focus on active risk defusing, we developed a model for understanding the process of return-to-play decision making from an athlete’s perspective. Based on the method of active information (...)
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  • The Cognitive Underpinnings of Option Generation in Everyday Life Decision‐Making: A Latent Variable Analysis.Johannes Leder, Jan A. Häusser, Stefan Krumm, Markus Germar, Alexander Schlemmer, Stefan Kaiser, Annemarie Kalis & Andreas Mojzisch - 2018 - Cognitive Science 42 (8):2562-2591.
    The ability to generate options for action is crucial for everyday life decision‐making. In this article, we propose and test a model of the cognitive underpinnings of option generation in everyday life situations. We carried out a laboratory study using measures of a wide range of cognitive functions and asked participants (N = 157) to generate options for actions for different everyday life decision‐making scenarios. The results of a latent variable analysis show that the cognitive underpinnings of option generation are (...)
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  • The information inelasticity of habits: Kahneman’s bounded rationality or Simon’s procedural rationality?Elias L. Khalil - 2022 - Synthese 200 (4):1-40.
    Why would decision makers adopt heuristics, priors, or in short “habits” that prevent them from optimally using pertinent information—even when such information is freely-available? One answer, Herbert Simon’s “procedural rationality” regards the question invalid: DMs do not, and in fact cannot, process information in an optimal fashion. For Simon, habits are the primitives, where humans are ready to replace them only when they no longer sustain a pregiven “satisficing” goal. An alternative answer, Daniel Kahneman’s “mental economy” regards the question valid: (...)
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  • Contrasting Learning Psychology Theories Applied to the Teaching-Learning-Training Process of Tactics in Soccer.Grégory Hallé Petiot, Rodrigo Aquino, Davi Correia da Silva, Daniel Vieira Barreira & Markus Raab - 2021 - Frontiers in Psychology 12.
    Research in sport pedagogy and its applied recommendations are still characterized by a contrast between the different learning theories from psychology. Traditional theories and their corresponding approaches to the specific case of teaching and learning “how to play [team sports like soccer]” are subject to compatibilities and incompatibilities. We discuss how behaviorism as an approach to teaching the game shows more incompatibilities with the nature of tactical actions when compared to constructivism. As coaches strive to teach the game and make (...)
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