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

Kondyli, Vasiliki and Suchan, Jakob and 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) :, 2022-06-13 - 2022-06-17, Amsterdam, The Netherlands.

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Abstract

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.

Item URL in elib:https://elib.dlr.de/188977/
Document Type:Conference or Workshop Item (Speech)
Title:Grounding Embodied Multimodal Interaction : Towards Behaviourally Established Semantic Foundations for Human-Centered AI
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Kondyli, VasilikiÖrebro University, Sweden. School of Science and Technology.UNSPECIFIEDUNSPECIFIED
Suchan, JakobUNSPECIFIEDhttps://orcid.org/0000-0002-1356-3297UNSPECIFIED
Bhatt, MehulÖrebro University, Sweden. School of Science and Technology.UNSPECIFIEDUNSPECIFIED
Date:2022
Journal or Publication Title:Proceedings of the 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022)
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Accepted
Keywords:Multimodal Interaction, Commonsense Reasoning, Declarative Spatial Reasoning, Declarative AI, Explainable AI, Cognitive Human-Factors, Cognitive Systems
Event Title:The 1st International Workshop on Knowledge Representation for Hybrid Intelligence (KR4HI 2022) :
Event Location:Amsterdam, The Netherlands
Event Type:Workshop
Event Start Date:13 June 2022
Event End Date:17 June 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V - no assignment
DLR - Research theme (Project):V - no assignment
Location: Oldenburg
Institutes and Institutions:Institute of Systems Engineering for Future Mobility > Systems Theory and Design
Deposited By: Suchan, Jakob
Deposited On:09 Jan 2023 09:10
Last Modified:24 Apr 2024 20:50

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