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Graham, John R.; Decker, Keith; Mersic, Michael

doi:10.1023/a:1024120703127

Cited by 58 publications

(3 citation statements)

References 21 publications

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“…Passi: is a step-by-step methodology for the design and development of multi-agent partnerships, with the integration of design models and concepts from software engineering approaches using the UML notation [50]. • Decaf: is a flexible MAS, i.e., a set of software tools for the rapid design, development, and execution of intelligent agents for complex software systems [51].…”

mentioning

confidence: 99%

The Anatomy of the Internet of Digital Twins: A Symbiosis of Agent and Digital Twin Paradigms Enhancing Resilience (Not Only) in Manufacturing Environments

et al. 2023

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Due to the growing environmental and geopolitical challenges nowadays, which are causing supply chain complications, industry and society are facing significant new objections. As a complement and extension to the technology-driven premises of Industry 4.0, the value-driven Industry 5.0 focuses on society and the environment. Human centricity, sustainability, and resilience should become a more integral part of both industrial and societal revolutions. One of the enabler technologies for both is the Digital Twin (DT). In order to make DTs intelligent, they must become active, online, goal-seeking, and anticipatory. To meet these requirements, the characteristics of Multi-Agent Systems (MASs) can be employed. This paper contributes to the bilateral emergence of the two industrial paradigms and establishes an approach for the provision of Intelligent Digital Twins (IDTs) within the Internet of Digital Twins (IoDT). Initially, a DT reference model aligned with already established Industry 4.0 reference models enriched with the goals of Industry 5.0 is developed, followed by an outline of how IDTs can be realized with the characteristics of MAS. The work is substantiated by an architectural design for IDTs choreographing marketplace-oriented production processes with a subsequent prototypical implementation, followed by a proof of concept.

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confidence: 99%

The Anatomy of the Internet of Digital Twins: A Symbiosis of Agent and Digital Twin Paradigms Enhancing Resilience (Not Only) in Manufacturing Environments

et al. 2023

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“…Gürcan et al [16] define a software platform which fulfills fundamental requirements of Semantic Web Services Architecture's (SWSA) [7] conceptual model including all its sub-processes and a planner that has the capability of reusable plans in which these sub-processes are modeled for development of semantic service agents. This plan structure [16] is similar to the frameworks presented by Sycara et al [30] and the DECAF architecture [13]. As a requirement of HTN, tasks might be either complex (called behaviors) or primitive (called actions).…”

Section: Fig 7 An Instance Model For the Agent -Service Interaction W...mentioning

confidence: 91%

“…From the point of MDA based development, this HTN or other realization techniques of planning is defined in PSM level. For instance, SEAGENT which is a semantic web enabled MAS framework is based on the HTN planning framework presented by Sycara et al [30] and the DECAF architecture [13]. If we consider the metamodel of SEAGENT framework as PSM, the HTN and other specific entities of the SEAGENT framework are defined in this metamodel as PSM entities.…”

Section: Model Driven Engineering Approach For Semantic Web Enabled Masmentioning

confidence: 99%

Modeling the Interaction Between Semantic Agents and Semantic Web Services Using MDA Approach

Kardaş

Göknil

Dikenelli

et al.

Lecture Notes in Computer Science

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In this paper, we present our metamodeling approach for integrating semantic web services and semantic web enabled agents under Model Driven Architecture (MDA) view which defines a conceptual framework to realize model driven development. We believe that agents must have well designed environment specific capabilities to fully utilize the power of semantic web environment. Hence, we first define a conceptual architecture for semantic web enabled agents and then discuss how this conceptual architecture can form the basis of a metamodel that can be used in the development of semantic web enabled agents with a model driven approach. We then zoom into the specific part of the metamodel that defines the interactions between semantic web enabled agents and semantic web services since it is not possible to cover all the aspects of the metamodel at one time. So we extend the metamodel of the conceptual architecture from the point of entity aspect for the interaction between semantic agents and semantic web services. Finally, we discuss the mappings between the entities of this extended metamodel and the implemented entities of SEAGENT framework.

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The Analysis of Coordination in an Information System Application – Emergency Medical Services

Wei

Decker

2005

Agent-Oriented Information Systems II

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Untitled

Cited by 58 publications

References 21 publications

The Anatomy of the Internet of Digital Twins: A Symbiosis of Agent and Digital Twin Paradigms Enhancing Resilience (Not Only) in Manufacturing Environments

The Anatomy of the Internet of Digital Twins: A Symbiosis of Agent and Digital Twin Paradigms Enhancing Resilience (Not Only) in Manufacturing Environments

Modeling the Interaction Between Semantic Agents and Semantic Web Services Using MDA Approach

The Analysis of Coordination in an Information System Application – Emergency Medical Services

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