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dc.contributor.authorAshfaq, Muhammad
dc.contributor.authorSadik, Ahmed
dc.contributor.authorMikkonen, Tommi
dc.contributor.authorWaseem, Muhammad
dc.contributor.authorMäkitalo, Niko
dc.contributor.editorFill, Hans-Georg
dc.contributor.editorDomínguez Mayo, Francisco José
dc.contributor.editorSinderen
dc.contributor.editorMarten van
dc.contributor.editorMaciaszek, Leszek
dc.date.accessioned2024-09-04T09:18:02Z
dc.date.available2024-09-04T09:18:02Z
dc.date.issued2024
dc.identifier.citationAshfaq, M., Sadik, A., Mikkonen, T., Waseem, M., & Mäkitalo, N. (2024). Enhancing Holonic Architecture with Natural Language Processing for System of Systems. In H.-G. Fill, F. J. Domínguez Mayo, Sinderen, Marten van, & L. Maciaszek (Eds.), <i>ICSOFT 2024 : Proceedings of the 19th International Conference on Software Technologies - Volume 1</i> (pp. 427-433). SCITEPRESS Science And Technology Publications. <a href="https://doi.org/10.5220/0012787300003753" target="_blank">https://doi.org/10.5220/0012787300003753</a>
dc.identifier.otherCONVID_221123796
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/96916
dc.description.abstractThe ever-growing complexity and dynamic nature of modern System of Systems (SoS) necessitate efficient communication mechanisms to ensure interoperability and collaborative functioning among constituent systems (CS), referred to as holons in the holonic architecture of SoS. This paper proposes a novel approach to enhance humand-to-holon and holon-to-holon communication within the holonic architecture through the integration of Natural Language Processing (NLP) techniques. Our proposed framework utilizes advancements in NLP, specifically Large Language Models (LLMs), enabling holons to understand and act on natural language instructions. This enables more intuitive holon-to-holon and human-to-holon interactions, leading to better coordination among diverse systems. The framework’s practical application is demonstrated through an Unmanned Vehicle Fleet (UVF) case study, showcasing its potential in enhancing communication and coordination in complex SoS. Additionally, we propose evaluat ion strategies to assess the efficiency and effectiveness of this framework, and identify areas for improvement. This work sets the stage for future exploration and prototype implementation, paving the way for further advancements in SoS communication and collaboration.en
dc.format.extent546
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherSCITEPRESS Science And Technology Publications
dc.relation.ispartofICSOFT 2024 : Proceedings of the 19th International Conference on Software Technologies - Volume 1
dc.rightsCC BY-NC-ND 4.0
dc.subject.otherSystem of Systems
dc.subject.otherHolon Communication
dc.subject.otherHolonic Architecture
dc.subject.otherNatural Language Processing
dc.subject.otherConversational Generative Intelligence
dc.subject.otherinteroperability
dc.subject.otherHuman-System Interaction
dc.titleEnhancing Holonic Architecture with Natural Language Processing for System of Systems
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-202409045803
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.relation.isbn978-989-758-706-1
dc.type.coarhttp://purl.org/coar/resource_type/c_5794
dc.description.reviewstatuspeerReviewed
dc.format.pagerange427-433
dc.relation.issn2184-2833
dc.type.versionacceptedVersion
dc.rights.copyright© 2024 the Authors
dc.rights.accesslevelopenAccessfi
dc.relation.conferenceInternational joint conference on software technologies
dc.subject.ysotietojärjestelmät
dc.subject.ysoluonnollisen kielen käsittely
dc.subject.ysokielimallit
dc.subject.ysoyhteentoimivuus
dc.subject.ysotekoäly
dc.subject.ysosysteemiajattelu
dc.subject.ysojärjestelmäarkkitehtuuri
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p3927
jyx.subject.urihttp://www.yso.fi/onto/yso/p40194
jyx.subject.urihttp://www.yso.fi/onto/yso/p40335
jyx.subject.urihttp://www.yso.fi/onto/yso/p28830
jyx.subject.urihttp://www.yso.fi/onto/yso/p2616
jyx.subject.urihttp://www.yso.fi/onto/yso/p24299
jyx.subject.urihttp://www.yso.fi/onto/yso/p20656
dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.5220/0012787300003753
dc.type.okmA4


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