scholarly journals Theory of mind and decision science: Towards a typology of tasks and computational models

2020 ◽  
Vol 146 ◽  
pp. 107488 ◽  
Author(s):  
Tessa Rusch ◽  
Saurabh Steixner-Kumar ◽  
Prashant Doshi ◽  
Michael Spezio ◽  
Jan Gläscher
Keyword(s):  
Theory Of Mind ◽  
Computational Models ◽  
Decision Science

scholarly journals Chapter 9 - Theory of Mind and Joint Attention - The Handbook on Socially Interactive Agents

2021 ◽  
Author(s):  
Jairo Pérez-Osorio ◽  
Eva Wiese ◽  
Agnieszka Wykowska
Keyword(s):  
Theory Of Mind ◽  
Joint Attention ◽  
Cognitive Neuroscience ◽  
Computational Models ◽  
Social Cognitive ◽  
Virtual Agents ◽  
Artificial Agents ◽  
Future Directions ◽  
Social Cognitive Neuroscience ◽  
Intelligent Virtual Agents

The present chapter provides an overview from the perspective of social cognitive neuroscience (SCN) regarding theory of mind (ToM) and joint attention (JA) as crucial mechanisms of social cognition and discusses how these mechanisms have been investigated in social interaction with artificial agents. In the final sections, the chapter reviews computational models of ToM and JA in social robots (SRs) and intelligent virtual agents (IVAs) and discusses the current challenges and future directions.

scholarly journals Computational Models of Emotion Inference in Theory of Mind: A Review and Roadmap

2018 ◽  
Vol 11 (2) ◽  
pp. 338-357 ◽  
Author(s):  
Desmond C. Ong ◽  
Jamil Zaki ◽  
Noah D. Goodman
Keyword(s):  
Theory Of Mind ◽  
Computational Models ◽  
Computational Models Of Emotion

scholarly journals Classification of Theory of Mind tasks and their computational models

2019 ◽  
Author(s):  
Tessa Rusch ◽  
Jan Gläscher
Keyword(s):  
Theory Of Mind ◽  
Computational Modeling ◽  
Computational Models ◽  
Mental States ◽  
Social Contexts ◽  
Decision Processes ◽  
Human Cognition ◽  
Intentional States ◽  
Social Decisions

The ability to from a Theory of Mind (ToM) that is to theorize about others mental states and explain and predict behavior in relation to attributed intentional states, constitutes a hallmark of human cognition. These abilities are multi-faceted and include a variety of different cognitive sub-functions. Here, we focus on decision processes in social contexts and review a number of experimental and computational modeling approaches in this field. We classify experimental accounts and formal computational models with respect to two categories: interactivity and uncertainty. Thereby, we aim at capturing the most relevant variations in ToM-related cognitive sub-functions and highlight the nuances of what broadly is referred to as social decisions processes. Finally, we discuss the most typical neuroimaging findings in light of the categorization results.

scholarly journals So Good It Has to Be True: Wishful Thinking in Theory of Mind

Open Mind ◽  
2017 ◽  
Vol 1 (2) ◽  
pp. 101-110 ◽  
Author(s):  
Daniel Hawthorne-Madell ◽  
Noah D. Goodman
Keyword(s):  
Theory Of Mind ◽  
Decision Theory ◽  
Subjective Probability ◽  
Computational Models ◽  
Wishful Thinking ◽  
Rational Agents

In standard decision theory, rational agents are objective, keeping their beliefs independent from their desires. Such agents are the basis for current computational models of Theory of Mind (ToM), but the accuracy of these models are unknown. Do people really think that others do not let their desires color their beliefs? In two experiments we test whether people think that others engage in wishful thinking. We find that participants do think others believe that desirable events are more likely to happen, and that undesirable ones are less likely to happen. However, these beliefs are not well calibrated as people do not let their desires influence their beliefs in the task. Whether accurate or not, thinking that others wishfully think has consequences for reasoning about them. We find one such consequence—people learn more from an informant who thinks an event will happen despite wishing it was otherwise. People’s ToM therefore appears to be more nuanced than the current rational accounts in that it allows other’s desires to directly affect their subjective probability of an event.

Cognitive gadgets: A provocative but flawed manifesto

2019 ◽  
Vol 42 ◽  
Author(s):  
Marco Del Giudice
Keyword(s):  
Theory Of Mind ◽  
Cultural Differences ◽  
Twin Studies ◽  
Cross Cultural ◽  
Evolutionary Approach ◽  
Genetic Inheritance ◽  
Double Standards ◽  
Cross Cultural Differences ◽  
Cherry Picking ◽  
Dichotomous Thinking

Abstract The argument against innatism at the heart of Cognitive Gadgets is provocative but premature, and is vitiated by dichotomous thinking, interpretive double standards, and evidence cherry-picking. I illustrate my criticism by addressing the heritability of imitation and mindreading, the relevance of twin studies, and the meaning of cross-cultural differences in theory of mind development. Reaching an integrative understanding of genetic inheritance, plasticity, and learning is a formidable task that demands a more nuanced evolutionary approach.

Are Deficits in Social Cognition Linked to Autobiographical Memory in Patients with Alzheimer’s Disease?

2016 ◽  
Vol 27 (4) ◽  
pp. 257-264 ◽  
Author(s):  
Johannes H. Scheidemann ◽  
Franz Petermann ◽  
Marc Schipper
Keyword(s):  
Alzheimer’S Disease ◽  
Alzheimer's Disease ◽  
Social Cognition ◽  
Theory Of Mind ◽  
Autobiographical Memory ◽  
Positive Relationship ◽  
Neuropsychological Test ◽  
Clinical Group ◽  
Neuropsychological Test Battery ◽  
Fluency Task

Abstract. We investigated theory of mind (ToM) deficits in Alzheimer‘s disease (AD) and its possible connection to autobiographical memory (ABM). Patients and matched controls were evaluated and compared using a video-based ToM test, an autobiographical fluency task, and a neuropsychological test battery. We found that ToM deficits were positively associated with semantic ABM in the clinical group, whereas a positive relationship appeared between ToM and episodic ABM in controls. We hypothesize that this reflects the course of the disease as well as that semantic ABM is used for ToM processing, being still accessible in AD. Furthermore, we assume that it is also less efficient, which in turn leads to a specific deficit profile of social cognition.

Skalierung von “Theory of Mind“-Aufgaben

2006 ◽  
Vol 38 (4) ◽  
pp. 186-195 ◽  
Author(s):  
Susanne Kristen ◽  
Claudia Thoermer ◽  
Tanja Hofer ◽  
Gisa Aschersleben ◽  
Beate Sodian
Keyword(s):  
Theory Of Mind ◽  
Fand Sich

Zusammenfassung. Die von Wellman und Liu (2004) für den englischsprachigen Raum entwickelte “Theory of Mind“-Skala wurde in einer Übersetzung ( Hofer & Aschersleben, 2004 ) an einer Stichprobe von 107 3- bis 5-jährigen Kindern validiert. Sowohl die Annahme einer einheitlichen konzeptuellen Progression als auch die Skalenpassung konnten repliziert werden. Abweichend von Wellman und Liu (2004) fand sich ein Effekt der Aufgabenfolge mit einer besseren Skalenpassung und insgesamt besserer Performanz bei nach Schwierigkeit ansteigender Präsentation. Insgesamt sprechen die Befunde dafür, dass die deutsche Version der “Theory of Mind“-Skala die Entwicklung der begrifflichen Erschließung des mentalen Bereichs im Vorschulalter adäquat abbildet und eine zuverlässige Methode darstellt, den individuellen Stand der “Theory of Mind“-Entwicklung zu messen.

Bleibt die Spezifität der Beziehung zwischen Theory of mind und inhibitorischer Kontrolle über die Lebensspanne bestehen?

2004 ◽  
Vol 36 (2) ◽  
pp. 105-114 ◽  
Author(s):  
Athanasios Chasiotis ◽  
Florian Kießling
Keyword(s):  
Theory Of Mind ◽  
Sozioökonomischer Status

Zusammenfassung. Eine Reihe neuerer Untersuchungen zur Beziehung zwischen der Entwicklung der kindlichen “theory of mind“ (TOM) und inhibitorischer Fähigkeiten weisen auf einen engen Zusammenhang beider Konstrukte hin, der selbst nach Kontrolle signifikanter Einflussvariablen wie verbale Intelligenz, Geburtsrang und sozioökonomischer Status bestehen bleibt. In der vorliegenden Arbeit wird an zwei Stichproben explorativ untersucht, ob sich dieser für das Kindesalter bekannte Zusammenhang auch im Erwachsenenalter zeigt. Zur Erfassung der TOM im Erwachsenenalter wurden Geschichten verwendet, die das mentalistische Verständnis komplexer sozialer Situationen erfordern. Als Maß für die inhibitorischen Fähigkeiten im Erwachsenenalter wurde die Leistung im für Erwachsene modifizierten Selbstregulations- und Konzentrationstest (SRKT-K, Kuhl und Kraska, 1992 ) erhoben. Während die aus der Kindheit bekannten Kontextvariablen im Erwachsenenalter über beide Stichproben hinweg keine konsistente Rolle spielten, ließ sich der bereits im Kindesalter spezifische Zusammenhang zwischen mentalistischer Kompetenz und inhibitorischen Fähigkeiten auch im Erwachsenenalter nachweisen.

Sequential Difficulty Effects During Strategy Execution

2012 ◽  
Vol 59 (5) ◽  
pp. 295-301 ◽  
Author(s):  
Kim Uittenhove ◽  
Patrick Lemaire
Keyword(s):  
Computational Models ◽  
Preceding Trial ◽  
Human Cognition ◽  
Strategy Execution ◽  
Strategy Performance ◽  
Empirical Implications

In two experiments, we tested the hypothesis that strategy performance on a given trial is influenced by the difficulty of the strategy executed on the immediately preceding trial, an effect that we call strategy sequential difficulty effect. Participants’ task was to provide approximate sums to two-digit addition problems by using cued rounding strategies. Results showed that performance was poorer after a difficult strategy than after an easy strategy. Our results have important theoretical and empirical implications for computational models of strategy choices and for furthering our understanding of strategic variations in arithmetic as well as in human cognition in general.

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