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Modeling of Cooperative Human-Machine-Human Systems based on Game Theory

Söffker, Dirk and Langer, Marcel and Hasselberg, Andreas and Flesch, Gregor (2012) Modeling of Cooperative Human-Machine-Human Systems based on Game Theory. IEEE International Conference on Computer Supported Cooperative Work in Design, 23.-25. Mai 2012, Wuhan, China. doi: 10.1109/CSCWD.2012.6221830. ISBN 978-1-4673-1211-0.

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Official URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=06221830


Abstract—Computer supported cooperative work requires a detailed understanding of the underlying working tasks and their internal relations. A specific kind of this work related knowledge can be used supporting the interactions between the interacting partners, like human operators. In addition to the working tasks, the ’knowledge behind and the rules of interaction’ between the cooperating units has to be formalized to be used for support. This contribution describes a new game-theoretical approach used for modeling the goal-oriented interaction and cooperation of human operators. The introduced approach is based on a suitable formalization using Situation-Operator-Modeling (SOM) as a modeling technique formalizing the interaction of systems. The approach is illustrated with examples detailing different aspects: i) semi-automated molding processes (guided human machine-interaction), ii) air traffic management (multi-human machine-interaction), iii) as illustrative conceptional example cooperative realization of documents (multi-human-machine-interaction). As a result it can be stated that the game-theoretic approach allows a new and specific view for the modeling of the interactions between the cooperating units. The game-theoretical view to the SOM-based structured interaction gives a suitable perspective to the strategies of possibly processible action spaces. Therefore technical understanding of human intentions and also realization of goal-oriented computer supported assistance functions can be achieved.

Item URL in elib:https://elib.dlr.de/75346/
Document Type:Conference or Workshop Item (Speech)
Additional Information:Scopus referiert: Begutachtungsstatus auf referiert in Journal gesetzt.
Title:Modeling of Cooperative Human-Machine-Human Systems based on Game Theory
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Langer, MarcelUni Duisburg-EssenUNSPECIFIEDUNSPECIFIED
Hasselberg, AndreasUNSPECIFIEDhttps://orcid.org/0000-0001-6884-1429UNSPECIFIED
Flesch, GregorUni Duisburg-EssenUNSPECIFIEDUNSPECIFIED
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Keywords:Cognitive Technical Systems, Game Theory, Situation-Operator-Modeling
Event Title:IEEE International Conference on Computer Supported Cooperative Work in Design
Event Location:Wuhan, China
Event Type:international Conference
Event Dates:23.-25. Mai 2012
Organizer:Huazhong University of Science & Technology
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:ATM and Operation (old)
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Human Factors and Safety in Aeronautics (old)
Location: Braunschweig
Institutes and Institutions:Institute of Flight Guidance > Systemergonomy
Deposited By: Hasselberg, Andreas
Deposited On:02 Apr 2012 14:54
Last Modified:21 Jul 2023 11:39

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