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Grounding Embodied Multimodal Interaction : Towards Behaviourally Established Semantic Foundations for Human-Centered AI

Kondyli, Vasiliki und Suchan, Jakob und Bhatt, Mehul (2022) Grounding Embodied Multimodal Interaction : Towards Behaviourally Established Semantic Foundations for Human-Centered AI. In: Proceedings of the 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022). The 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022) :, 13. - 17. June 2022, Amsterdam, The Netherlands.

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Kurzfassung

We position recent and emerging research in cognitive vision and perception addressing three key questions: (1) What kind of relational abstraction mechanisms are needed to perform (explainable) grounded inference -- e.g., question-answering, qualitative generalisation, hypothetical reasoning-- relevant to embodied multimodal interaction? (2) How can such abstraction mechanisms be founded on behaviourally established cognitive human-factors emanating from naturalistic empirical observation? and (3) How to articulate behaviourally established abstraction mechanisms as formal declarative models suited for grounded knowledge representation and reasoning (KR) as part of large-scale hybrid AI and computational cognitive systems. We contextualise (1--3) in the backdrop of recent results at the interface of AI/KR, and Spatial Cognition and Computation. Our main purpose is to emphasise the importance of behavioural research based foundations for next-generation, human-centred AI, e.g., as relevant to applications in Autonomous Vehicles, Social and Industrial Robots, and Visuo-Auditory Media.

elib-URL des Eintrags:https://elib.dlr.de/188977/
Dokumentart:Konferenzbeitrag (Vortrag)
Titel:Grounding Embodied Multimodal Interaction : Towards Behaviourally Established Semantic Foundations for Human-Centered AI
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Kondyli, VasilikiÖrebro University, Sweden. School of Science and Technology.NICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Suchan, Jakobjakob.suchan (at) dlr.dehttps://orcid.org/0000-0002-1356-3297NICHT SPEZIFIZIERT
Bhatt, MehulÖrebro University, Sweden. School of Science and Technology.NICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Datum:2022
Erschienen in:Proceedings of the 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022)
Referierte Publikation:Ja
Open Access:Ja
Gold Open Access:Nein
In SCOPUS:Nein
In ISI Web of Science:Nein
Status:akzeptierter Beitrag
Stichwörter:Multimodal Interaction, Commonsense Reasoning, Declarative Spatial Reasoning, Declarative AI, Explainable AI, Cognitive Human-Factors, Cognitive Systems
Veranstaltungstitel:The 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022) :
Veranstaltungsort:Amsterdam, The Netherlands
Veranstaltungsart:Workshop
Veranstaltungsdatum:13. - 17. June 2022
HGF - Forschungsbereich:Luftfahrt, Raumfahrt und Verkehr
HGF - Programm:Verkehr
HGF - Programmthema:keine Zuordnung
DLR - Schwerpunkt:Verkehr
DLR - Forschungsgebiet:V - keine Zuordnung
DLR - Teilgebiet (Projekt, Vorhaben):V - keine Zuordnung
Standort: Oldenburg
Institute & Einrichtungen:Institut für Systems Engineering für zukünftige Mobilität > Systems Theory and Design
Hinterlegt von: Suchan, Jakob
Hinterlegt am:09 Jan 2023 09:10
Letzte Änderung:09 Jan 2023 09:10

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