Digital Twins Approach and Future Knowledge Management Challenges: Where We Shall Need System Integration, Synergy Analyses and Synergy Measurements?

dc.contributor.authorJari Kaivo-oja
dc.contributor.authorOsmo Kuusi
dc.contributor.authorMikkel Stein Knudsen
dc.contributor.authorTheresa Lauraeus
dc.contributor.organizationfi=tulevaisuuden tutkimuskeskus|en=Finland Futures Research Centre (FFRC)|
dc.contributor.organization-code1.2.246.10.2458963.20.36987167164
dc.contributor.organization-code2608900
dc.converis.publication-id41132792
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/41132792
dc.date.accessioned2025-08-28T00:57:32Z
dc.date.available2025-08-28T00:57:32Z
dc.description.abstract<p>We’re in the midst of a significant transformation regarding the way we produce products and deliver services thanks to the digitization of manufacturing and new connected supply-chains and co-creation systems. This article elaborates Digital Twins Approach to the current challenges of knowledge management when Industry 4.0 is emerging in industries and manufacturing. Industry 4.0 approach underlines the importance of Internet of Things and interactions between social and physical systems. Internet of Things (and also Internet of Services and Internet of Data) are new Internet infrastructure that marries advanced manufacturing techniques and service architectures with the I-o-T, I-o-S and I-o-D to create manufacturing systems that are not only interconnected, but communicate, analyze, and use information to drive further intelligent action back in the physical world. This paper identifies four critical domains of synergy challenge: (1) Man-to-Man interaction, (2) Man-to-Machine interaction, (3) Machine-to-Man interaction and finally (4) Machine-to-Machine interaction. Key conclusion is that new knowledge management challenges are closely linked to the challenges of synergic interactions between these four key interactions and accurate measurements of synergic interaction.<br /></p><p>The final authenticated version is available online at <a href="https://doi.org/10.1007/978-3-030-21451-7_23"></a><a href="https://doi.org/10.1007/978-3-030-21451-7_23">https://doi.org/10.1007/978-3-030-21451-7_23</a><br /></p>
dc.format.pagerange271
dc.format.pagerange281
dc.identifier.eisbn978-3-030-21451-7
dc.identifier.isbn978-3-030-21450-0
dc.identifier.issn1865-0929
dc.identifier.jour-issn1865-0929
dc.identifier.olddbid206760
dc.identifier.oldhandle10024/189787
dc.identifier.urihttps://www.utupub.fi/handle/11111/48794
dc.identifier.urnURN:NBN:fi-fe2021042824749
dc.language.isoen
dc.okm.affiliatedauthorKaivo-oja, Jari
dc.okm.affiliatedauthorKuusi, Osmo
dc.okm.affiliatedauthorKnudsen, Mikkel
dc.okm.affiliatedauthorLauraeus, Theresa
dc.okm.discipline113 Computer and information sciencesen_GB
dc.okm.discipline222 Other engineering and technologiesen_GB
dc.okm.discipline512 Business and managementen_GB
dc.okm.discipline520 Other social sciencesen_GB
dc.okm.discipline113 Tietojenkäsittely ja informaatiotieteetfi_FI
dc.okm.discipline222 Muu tekniikkafi_FI
dc.okm.discipline512 Liiketaloustiedefi_FI
dc.okm.discipline520 Muut yhteiskuntatieteetfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA4 Conference Article
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.conferenceInternational Conference on Knowledge Management in Organizations
dc.relation.doi10.1007/978-3-030-21451-7_23
dc.relation.ispartofjournalCommunications in Computer and Information Science
dc.relation.ispartofseriesCommunications in Computer and Information Science
dc.relation.volume1027
dc.source.identifierhttps://www.utupub.fi/handle/10024/189787
dc.titleDigital Twins Approach and Future Knowledge Management Challenges: Where We Shall Need System Integration, Synergy Analyses and Synergy Measurements?
dc.title.bookKnowledge Management in Organizations : 14th International Conference, KMO 2019, Zamora, Spain, July 15–18, 2019, Proceedings
dc.year.issued2019

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