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Supporting Artificial Social Intelligence With Theory of Mind
In: Front Artif Intell (2022)
Abstract: In this paper, we discuss the development of artificial theory of mind as foundational to an agent's ability to collaborate with human team members. Agents imbued with artificial social intelligence will require various capabilities to gather the social data needed to inform an artificial theory of mind of their human counterparts. We draw from social signals theorizing and discuss a framework to guide consideration of core features of artificial social intelligence. We discuss how human social intelligence, and the development of theory of mind, can contribute to the development of artificial social intelligence by forming a foundation on which to help agents model, interpret and predict the behaviors and mental states of humans to support human-agent interaction. Artificial social intelligence will need the processing capabilities to perceive, interpret, and generate combinations of social cues to operate within a human-agent team. Artificial Theory of Mind affords a structure by which a socially intelligent agent could be imbued with the ability to model their human counterparts and engage in effective human-agent interaction. Further, modeling Artificial Theory of Mind can be used by an ASI to support transparent communication with humans, improving trust in agents, so that they may better predict future system behavior based on their understanding of and support trust in artificial socially intelligent agents.
Keyword: Artificial Intelligence
URL: https://doi.org/10.3389/frai.2022.750763
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8919046/
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2
21st Century Reading TED Talks Student's Book 4 : Creative Thinking and Reading with TED Talks, Level B2-C1 (Helbling Languages)
Blass, Laurie [Verfasser]; Williams, Jessica [Verfasser]. - Andover : CENGAGE, 2016
DNB Subject Category Language
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3
Improving Chinese University Students' Speaking Performance in Mobile-Assisted English Learning
Liu, Ying. - 2016
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4
21st Century Reading TED Talks Teacher's Guide 4 : Creative Thinking and Reading with TED Talks, Level B2-C1 (Helbling Languages)
Blass, Laurie [Verfasser]; Williams, Jessica [Verfasser]; Sheils, Colleen [Verfasser]. - Andover : CENGAGE, 2015
DNB Subject Category Language
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5
Interaction Approaches
Mackey, Alison Jayne; Gass, Susan. - : Routledge, 2015
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6
Infinitivals at the End-State: Evidence for L2 Acquisition of English Non-finite Complementation
Heil, Jeanne E.. - 2015
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7
Morphosyntactic Development in a Second Language: An Eye-tracking Study on the Role of Attention
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8
Awareness of Academic Adjective-Noun Collocations in Theory and Pedagogy: A Corpus and List-based Study
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9
Pronoun Categorization: Evidence From Spanish/English Code-switching
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10
Individual Differences in Context: A Neurolinguistic Investigation of Working Memory and L2 Development
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11
The potential role(s) of writing in second language development
In: Journal of second language writing. - Amsterdam ˜[u.a]œ : Elsevier 21 (2012) 4, 321-331
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OLC Linguistik
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12
Dialogic Relevance Pedagogy: Encouraging Complex Reading Connections through Memoir Research
Gelb, Denise. - 2012
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13
Classroom research
In: The Routledge handbook of second language acquisition (Abingdon, Oxon, 2011), p. 541-554
MPI für Psycholinguistik
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14
Beyond the practicum experience
In: ELT journal. - Oxford : Oxford University Press 63 (2009) 1, 68-77
OLC Linguistik
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15
Beyond the practicum experience
Williams, Jessica. - : Oxford University Press, 2009
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16
MIND AND CONTEXT IN SECOND LANGUAGE ACQUISITION
In: Studies in second language acquisition. - New York, NY [u.a.] : Cambridge Univ. Press 30 (2008) 1, 115
OLC Linguistik
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17
Beyond the practicum experience
Williams, Jessica. - : Oxford University Press, 2008
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18
Theories in second language acquisition : an introduction
VanPatten, Bill (Hrsg.); Williams, Jessica (Hrsg.). - Mahwah [u.a.] : Erlbaum, 2007
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UB Frankfurt Linguistik
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19
Early theories in second language acquisition
In: Theories in second language acquisition. - Mahwah [u.a.] : Erlbaum (2007), 17-35
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20
Input, interaction and output in SLA.
Gass, S.M.; Mackey, Alison Jayne. - : Lawrence Erlbaum Associates, 2007
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