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Industrial Metaverse as a New Component of Digital Transformation: A Bibliometric Analysis

Yıl 2024, Cilt: 17 Sayı: 4, 251 - 265, 31.10.2024
https://doi.org/10.17671/gazibtd.1487061

Öz

Abstract— The digital transformation process in businesses operates within the data and knowledge cycle. This cycle ensures that all functions and units of an business collaborate effectively to achieve maximum efficiency from technological advancements. Recently, industrial metaverse technology has emerged as a new catalyst in the digital transformation process. This technology integrates with various other technologies to generate a virtual work environment akin to the physical workspace. The objective of this study is to identify the technologies and processes that industrial metaverse technology collaborates with and to provide a vision for researchers and businesses interested in this field. To achieve this objective, a bibliometric analysis was conducted on studies indexed in the Web of Science (WoS) and Scopus databases using the keyword "industrial metaverse." The analysis included a total of 60 studies: 44 from the Scopus database and 16 from the WoS database. A comprehensive examination of these 60 studies was performed, with data compiled manually and analyzed using the Vosviewer application. The study concluded that industrial metaverse technology is associated with processes such as smart production, employee-technology collaboration, ensuring the functionality of the data and knowledge cycle infrastructure, employee training, and environmental sustainability. Additionally, technologies such as digital twins, blockchain, virtual reality (VR), augmented reality (AR), Industrial Internet of Things (IIOT), and artificial intelligence (AI) form the infrastructure of industrial metaverse technology.
Keywords— Digital transformation, Industrial metaverse, knowledge management, technology and innovation management, Industry 5.0

Kaynakça

  • K. Tantawi, I. Fidan, O. Huseynov, Y. Musa, and A. Tantawy, “Advances in industry 4.0: from intelligentization to the industrial metaverse,” International Journal Of Interactive Design And Manufacturing - Ijidem, 2024.
  • P. Bhattacharya et al., “Towards Future Internet: The Metaverse Perspective for Diverse Industrial Applications,” Mathematics, vol. 11, no. 4, Feb. 2023.
  • A. Agarwal and S. Alathur, “Metaverse revolution and the digital transformation: intersectional analysis of Industry 5.0,” Transforming Government: People, Process and Policy, vol. 17, no. 4, pp. 688–707, Nov. 2023, doi: 10.1108/TG-03-2023-0036.
  • X. Yao, N. Ma, J. Zhang, K. Wang, E. Yang, and M. Faccio, “Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0,” J Intell Manuf, vol. 35, no. 1, pp. 235–255, 2024, doi: 10.1007/s10845-022-02027-7.
  • A. Kumar, A. Shankar, A. Behl, B. B. Gupta, and S. Mavuri, “Lights, Camera, Metaverse! Eliciting Intention to Use Industrial Metaverse, Organizational Agility, and Firm Performance,” Journal of Global Information Management, vol. 31, no. 8, 2023, doi: 10.4018/JGIM.333169.
  • N. Kshetri, “The Economics of the Industrial Metaverse,” IT Prof, vol. 25, no. 1, pp. 84–88, 2023, doi: 10.1109/MITP.2023.3236494.
  • Ren L.; Dong J.; Zhang L.; Laili Y.; Wang X.; Qi Y.; Li B.H.; Wang L.; Yang L.T.; Deen M.J. “Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications,” IEEE Trans Cybern, vol. 54, no. 5, pp. 2683–2695, 2024, doi: 10.1109/TCYB.2024.3372591.
  • W. Xiang, K. Yu, F. Han, L. Fang, D. He, and Q.-L. Han, “Advanced Manufacturing in Industry 5.0: A Survey of Key Enabling Technologies and Future Trends,” IEEE Trans Industry Inform, vol. 20, no. 2, pp. 1055–1068, 2024, doi: 10.1109/TII.2023.3274224.
  • J. Yang, X. Wang, and Y. Zhao, “Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing,” IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 12, pp. 2063–2070, 2022, doi: 10.1109/JAS.2022.106097.
  • N. Kshetri and Y. K. Dwivedi, “Pollution-reducing and pollution-generating effects of the metaverse,” Int J Inf Manage, vol. 69, 2023, doi: 10.1016/j.ijinfomgt.2023.102620.
  • Huang S.; Luo H.; Zheng P.; Ma N.; Chen J.; Mo G.; Jing S. “Towards Industrial Metaverse: Opportunities and challenges,” Journal of Advanced Manufacturing Science and Technology, vol. 3, no. 4, 2023.
  • Zheng Z.; Li T.; Li B.; Chai X.; Song W.; Chen N.; Zhou Y.; Lin Y.; Li R. “Industrial Metaverse: Connotation, Features, Technologies, Applications and Challenges,” in Communications in Computer and Information Science, vol. 1712 CCIS, pp. 239–263. 2022
  • Oppermann L.; Uzun Y.; Buchholz F.; Riedlinger U.; Fuchs S.; Stenzel H.; Odenthal L.; Altepost A.; Bau M. “Industrial Metaverse? Human-Centred Design for Collaborative Remote Maintenance and Training Using XR-Technologies,” in Springer Proceedings in Business and Economics. pp. 195–209. doi: 10.1007/978-3-031-50559-1_15. 2024
  • M. Muller, T. Bohne, and T. Jamboula, “Identifying key factors for the development of the Industrial Metaverse,” 2023.
  • P. Bharti and V. K. Sharma, “Enhancing Decision-Making: The Significance of Humanized Avatars in Complex Scenarios,” in CEUR Workshop Proceedings, vol. 3660. 2024
  • S. Aromaa, P. Heikkilä, E. Kaasinen, H. Lammi, A. Tammela, and K. Salminen, “Human factors and ergonomics considerations in the industrial metaverse,” International Journal of Human Factors and Ergonomics, vol. 11, no. 1, pp. 4–27, 2024.
  • A. Alvarenga, F. Matos, R. Godina, and J. C. O. Matias, “Digital transformation and knowledge management in the public sector,” Sustainability (Switzerland), vol. 12, no. 14, Jul. 2020, doi: 10.3390/su12145824.
  • C. A. Schumann and C. Tittmann, “Digital business transformation in the context of knowledge management,” in Proceedings of the European Conference on Knowledge Management, ECKM, 2015, vol. 0.
  • X. Zhang, Y. Y. Xu, and L. Ma, “Information technology investment and digital transformation: the roles of digital transformation strategy and top management,” Business Process Management Journal, vol. 29, no. 2, 2023, doi: 10.1108/BPMJ-06-2022-0254.
  • P. Planing, W. Pfoertsch, and D. A. G., “The Digital Business Transformation Paths From Manufacturer To Digital Ecosystem Provider - Analyzing the Strategic Options of Large Corporations Towards Digitalization,” Allied Academies Summer Internet Conference, vol. 18, no. 2, pp. 66–70, 2016.
  • K. Buntak, M. Kovačić, and I. Martinčević, “Impact of Digital Transformation on Knowledge Management in Organization,” Advances in Business Related Scientific Research Journal, vol. 11, no. 1, pp. 36–47, 2020.
  • J. H. Ortiz, W. G. Marroquin, and L. Z. Cifuentes, “Industry 4.0: Current Status and Future Trends,” in Industry 4.0: Current Status and Future Trends, 1st ed., J. H. Ortiz, Ed. Intechopen, 2020.
  • A. Majumdar, H. Garg, and R. Jain, “Managing the barriers of Industry 4.0 adoption and implementation in textile and clothing industry: Interpretive structural model and triple helix framework,” Comput Ind, vol. 125, p. 103372, Feb. 2021.
  • S. Liu, J. Xie, and X. Wang, “QoE enhancement of the industrial metaverse based on Mixed Reality application optimization,” Displays, vol. 79, Sep. 2023.
  • J. Lee and P. Kundu, “Integrated cyber-physical systems and industrial metaverse for remote manufacturing,” Manuf Lett, vol. 34, pp. 12–15, Oct. 2022.
  • H. Wang et al., “A Survey on the Metaverse: The State-of-the-Art, Technologies, Applications, and Challenges,” IEEE Internet Things J, vol. 10, no. 16, 2023.
  • S. X. Zhao, L. Qiao, R. J. Zhang, H. H. Zhang, and F. Y. Ye, “The Theoretical Principles and Practical Scenarios for Exploring Metaverse,” Journal of Library Science in China, vol. 48, no. 6, pp. 6–15, 2022.
  • P. Khanna, R. Karim, and J. Kumari, “Issues and Challenges in Implementing the Metaverse in the Industrial Contexts from a Human-System Interaction Perspective,” in Lecture Notes in Mechanical Engineering, pp. 303–318. 2024
  • M. Prummer, E. Regnath, S. Singh, and H. Kosch, “From Virtual Worlds to Real-World Impact: An Industrial Metaverse Survey,” in Lecture Notes in Networks and Systems, vol. 919 LNNS, pp. 592–613. 2024.
  • A. Abbasi, “The Metaverse And NFTs: What Agencies And Brand Leaders Should Know,” 2022. https://www.forbes.com/sites/forbesagencycouncil/2022/01/06/the-metaverse-and-nfts-what-agencies-and-brand-leaders-should-know/?sh=2edfec54200b (accessed 02/06/2022).
  • M. Wharton, “Effectively integrating physical security technology into the operational technology domain,” Cyber Security: A Peer-Reviewed Journal, vol. 4, 2020.
  • C. Paulsen, “The Future of IT Operational Technology Supply Chains,” Computer (Long Beach Calif), vol. 53, no. 1, 2020.
  • E. Beulen and R. Bode, “An information technology and innovation committee to guide digital transformations,” Corporate Board role duties and composition, vol. 17, no. 2, 2021.
  • Deloitte, “Industry 4.0: Are you ready?,” Deloitte Review, no. 22, 2018.
  • C. J. Bartodziej, The concept Industry 4.0. An Empirical Analysis of Technologies and Applications in Production Logistics 2017. Springer Gabler Germany
  • K. Salminen and S. Aromaa, “Industrial metaverse - company perspectives,” in Procedia Computer Science, vol. 232, pp. 2108–2116. 2024.
  • H. Endres, M. Indulska, and A. Ghosh, “Unlocking the potential of Industrial Internet of Things (IIOT) in the age of the industrial metaverse: Business models and challenges” Industrial Marketing Management, vol. 119 90-107. 2024
  • Z. Lyu and M. Fridenfalk, “Digital twins for building industrial metaverse,” Journal of Advanced Research, 2023
  • D. Mourtzis, J. Angelopoulos, and N. Panopoulos, “Blockchain Integration in the Era of Industrial Metaverse,” Applied Sciences Switzerland), vol. 13, no. 3. MDPI, Feb. 01, 2023.
  • S, Sri Amudha and R, Sevukan, "Application of author bibliographic coupling analysis and author keywords ranking in identifying research fronts of Indian Neurosciences research" (2019). Library Philosophy and Practice

Dijital Dönüşümün Yeni Bileşeni Olarak Endüstriyel Metaverse: Bibliyometrik Analiz

Yıl 2024, Cilt: 17 Sayı: 4, 251 - 265, 31.10.2024
https://doi.org/10.17671/gazibtd.1487061

Öz

Özet— İşletmelerde dijital dönüşüm süreci veri ve bilgi döngüsü içerisinde işleyen bu süreçtir. Veri ve bilgi döngüsü, teknolojik gelişmelerden en üst seviyede verimin elde edilerek, işletmenin tüm fonksiyon ve birimlerinin iş birliği içerisinde hareket etmesini temin eder. Son zamanlarda dijital dönüşüm sürecine Endüstriyel metaverse teknolojisi yeni bir katölizör olarak dahil olmuştur. Endüstriyel metaverse teknolojisi birçok teknoloji iş birliği içerisinde olan sanal ortamda, fiziksel ortama benzer yeni bir sanal yaşam alanı oluşturmayı hedefleyen bir teknolojidir. Bu kapsamda, bu çalışmanın amacı, Endüstriyel metaverse teknolojisinin hangi teknoloji veya süreçlerle iş birliği içerisinde olduğunu belirleyebilmek ve bu sayede bu alanda çalışma yapacak araştırmacılara ve işletmelere bir vizyon sunabilmektir. Bu amaca ulaşabilmek için Web of Science ve Scopus veritabanlarında endüstriyel metaverse anahtar kelimesi kapsamında yapılan çalışmaların bibliyometrik analizi yapılmıştır. Scopus veritabanından 44, WoS veritabanından 16 ve toplamda 60 çalışmaya ulaşılmıştır. Araştırmanın evrenini oluşturan bu 60 çalışma kapsamında tam sayım yapılmıştır. Veriler manuel derlenmiş ve çalışmaların anahtar kelime analizleri Vosviewer uygulaması ile yapılmıştır. Çalışma sonucunda Endüstriyel metaverse teknolojisinin akıllı süreçler, çalışan ve teknoloji iş birliği, veri ve bilgi döngüsünün altyapısının işlevselliğinin sağlanması süreçleri, çalışan eğitimi, çevresel sürdürülebilirlik gibi süreçlerle ilişkili olduğu sonucuna varılmıştır. Ayrıca bu ilişkinin sağlanabilmesi için dijital ikiz, blockchain, NFT (Nun-fungible token), virtual reality (VR), augmented reality (AR), IIOT (Industrial Internet of Things), yapay zekâ (AI) gibi teknolojilrin endüstriyel metaverse teknolojisinin altyapısını oluşturduğu görülmüştür.

Anahtar Kelimeler— Digital dönüşüm, Endüstriyel metaverse, bilgi yönetimi, teknoloji ve yenilik yönetimi, Endüstri 5.0

Kaynakça

  • K. Tantawi, I. Fidan, O. Huseynov, Y. Musa, and A. Tantawy, “Advances in industry 4.0: from intelligentization to the industrial metaverse,” International Journal Of Interactive Design And Manufacturing - Ijidem, 2024.
  • P. Bhattacharya et al., “Towards Future Internet: The Metaverse Perspective for Diverse Industrial Applications,” Mathematics, vol. 11, no. 4, Feb. 2023.
  • A. Agarwal and S. Alathur, “Metaverse revolution and the digital transformation: intersectional analysis of Industry 5.0,” Transforming Government: People, Process and Policy, vol. 17, no. 4, pp. 688–707, Nov. 2023, doi: 10.1108/TG-03-2023-0036.
  • X. Yao, N. Ma, J. Zhang, K. Wang, E. Yang, and M. Faccio, “Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0,” J Intell Manuf, vol. 35, no. 1, pp. 235–255, 2024, doi: 10.1007/s10845-022-02027-7.
  • A. Kumar, A. Shankar, A. Behl, B. B. Gupta, and S. Mavuri, “Lights, Camera, Metaverse! Eliciting Intention to Use Industrial Metaverse, Organizational Agility, and Firm Performance,” Journal of Global Information Management, vol. 31, no. 8, 2023, doi: 10.4018/JGIM.333169.
  • N. Kshetri, “The Economics of the Industrial Metaverse,” IT Prof, vol. 25, no. 1, pp. 84–88, 2023, doi: 10.1109/MITP.2023.3236494.
  • Ren L.; Dong J.; Zhang L.; Laili Y.; Wang X.; Qi Y.; Li B.H.; Wang L.; Yang L.T.; Deen M.J. “Industrial Metaverse for Smart Manufacturing: Model, Architecture, and Applications,” IEEE Trans Cybern, vol. 54, no. 5, pp. 2683–2695, 2024, doi: 10.1109/TCYB.2024.3372591.
  • W. Xiang, K. Yu, F. Han, L. Fang, D. He, and Q.-L. Han, “Advanced Manufacturing in Industry 5.0: A Survey of Key Enabling Technologies and Future Trends,” IEEE Trans Industry Inform, vol. 20, no. 2, pp. 1055–1068, 2024, doi: 10.1109/TII.2023.3274224.
  • J. Yang, X. Wang, and Y. Zhao, “Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing,” IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 12, pp. 2063–2070, 2022, doi: 10.1109/JAS.2022.106097.
  • N. Kshetri and Y. K. Dwivedi, “Pollution-reducing and pollution-generating effects of the metaverse,” Int J Inf Manage, vol. 69, 2023, doi: 10.1016/j.ijinfomgt.2023.102620.
  • Huang S.; Luo H.; Zheng P.; Ma N.; Chen J.; Mo G.; Jing S. “Towards Industrial Metaverse: Opportunities and challenges,” Journal of Advanced Manufacturing Science and Technology, vol. 3, no. 4, 2023.
  • Zheng Z.; Li T.; Li B.; Chai X.; Song W.; Chen N.; Zhou Y.; Lin Y.; Li R. “Industrial Metaverse: Connotation, Features, Technologies, Applications and Challenges,” in Communications in Computer and Information Science, vol. 1712 CCIS, pp. 239–263. 2022
  • Oppermann L.; Uzun Y.; Buchholz F.; Riedlinger U.; Fuchs S.; Stenzel H.; Odenthal L.; Altepost A.; Bau M. “Industrial Metaverse? Human-Centred Design for Collaborative Remote Maintenance and Training Using XR-Technologies,” in Springer Proceedings in Business and Economics. pp. 195–209. doi: 10.1007/978-3-031-50559-1_15. 2024
  • M. Muller, T. Bohne, and T. Jamboula, “Identifying key factors for the development of the Industrial Metaverse,” 2023.
  • P. Bharti and V. K. Sharma, “Enhancing Decision-Making: The Significance of Humanized Avatars in Complex Scenarios,” in CEUR Workshop Proceedings, vol. 3660. 2024
  • S. Aromaa, P. Heikkilä, E. Kaasinen, H. Lammi, A. Tammela, and K. Salminen, “Human factors and ergonomics considerations in the industrial metaverse,” International Journal of Human Factors and Ergonomics, vol. 11, no. 1, pp. 4–27, 2024.
  • A. Alvarenga, F. Matos, R. Godina, and J. C. O. Matias, “Digital transformation and knowledge management in the public sector,” Sustainability (Switzerland), vol. 12, no. 14, Jul. 2020, doi: 10.3390/su12145824.
  • C. A. Schumann and C. Tittmann, “Digital business transformation in the context of knowledge management,” in Proceedings of the European Conference on Knowledge Management, ECKM, 2015, vol. 0.
  • X. Zhang, Y. Y. Xu, and L. Ma, “Information technology investment and digital transformation: the roles of digital transformation strategy and top management,” Business Process Management Journal, vol. 29, no. 2, 2023, doi: 10.1108/BPMJ-06-2022-0254.
  • P. Planing, W. Pfoertsch, and D. A. G., “The Digital Business Transformation Paths From Manufacturer To Digital Ecosystem Provider - Analyzing the Strategic Options of Large Corporations Towards Digitalization,” Allied Academies Summer Internet Conference, vol. 18, no. 2, pp. 66–70, 2016.
  • K. Buntak, M. Kovačić, and I. Martinčević, “Impact of Digital Transformation on Knowledge Management in Organization,” Advances in Business Related Scientific Research Journal, vol. 11, no. 1, pp. 36–47, 2020.
  • J. H. Ortiz, W. G. Marroquin, and L. Z. Cifuentes, “Industry 4.0: Current Status and Future Trends,” in Industry 4.0: Current Status and Future Trends, 1st ed., J. H. Ortiz, Ed. Intechopen, 2020.
  • A. Majumdar, H. Garg, and R. Jain, “Managing the barriers of Industry 4.0 adoption and implementation in textile and clothing industry: Interpretive structural model and triple helix framework,” Comput Ind, vol. 125, p. 103372, Feb. 2021.
  • S. Liu, J. Xie, and X. Wang, “QoE enhancement of the industrial metaverse based on Mixed Reality application optimization,” Displays, vol. 79, Sep. 2023.
  • J. Lee and P. Kundu, “Integrated cyber-physical systems and industrial metaverse for remote manufacturing,” Manuf Lett, vol. 34, pp. 12–15, Oct. 2022.
  • H. Wang et al., “A Survey on the Metaverse: The State-of-the-Art, Technologies, Applications, and Challenges,” IEEE Internet Things J, vol. 10, no. 16, 2023.
  • S. X. Zhao, L. Qiao, R. J. Zhang, H. H. Zhang, and F. Y. Ye, “The Theoretical Principles and Practical Scenarios for Exploring Metaverse,” Journal of Library Science in China, vol. 48, no. 6, pp. 6–15, 2022.
  • P. Khanna, R. Karim, and J. Kumari, “Issues and Challenges in Implementing the Metaverse in the Industrial Contexts from a Human-System Interaction Perspective,” in Lecture Notes in Mechanical Engineering, pp. 303–318. 2024
  • M. Prummer, E. Regnath, S. Singh, and H. Kosch, “From Virtual Worlds to Real-World Impact: An Industrial Metaverse Survey,” in Lecture Notes in Networks and Systems, vol. 919 LNNS, pp. 592–613. 2024.
  • A. Abbasi, “The Metaverse And NFTs: What Agencies And Brand Leaders Should Know,” 2022. https://www.forbes.com/sites/forbesagencycouncil/2022/01/06/the-metaverse-and-nfts-what-agencies-and-brand-leaders-should-know/?sh=2edfec54200b (accessed 02/06/2022).
  • M. Wharton, “Effectively integrating physical security technology into the operational technology domain,” Cyber Security: A Peer-Reviewed Journal, vol. 4, 2020.
  • C. Paulsen, “The Future of IT Operational Technology Supply Chains,” Computer (Long Beach Calif), vol. 53, no. 1, 2020.
  • E. Beulen and R. Bode, “An information technology and innovation committee to guide digital transformations,” Corporate Board role duties and composition, vol. 17, no. 2, 2021.
  • Deloitte, “Industry 4.0: Are you ready?,” Deloitte Review, no. 22, 2018.
  • C. J. Bartodziej, The concept Industry 4.0. An Empirical Analysis of Technologies and Applications in Production Logistics 2017. Springer Gabler Germany
  • K. Salminen and S. Aromaa, “Industrial metaverse - company perspectives,” in Procedia Computer Science, vol. 232, pp. 2108–2116. 2024.
  • H. Endres, M. Indulska, and A. Ghosh, “Unlocking the potential of Industrial Internet of Things (IIOT) in the age of the industrial metaverse: Business models and challenges” Industrial Marketing Management, vol. 119 90-107. 2024
  • Z. Lyu and M. Fridenfalk, “Digital twins for building industrial metaverse,” Journal of Advanced Research, 2023
  • D. Mourtzis, J. Angelopoulos, and N. Panopoulos, “Blockchain Integration in the Era of Industrial Metaverse,” Applied Sciences Switzerland), vol. 13, no. 3. MDPI, Feb. 01, 2023.
  • S, Sri Amudha and R, Sevukan, "Application of author bibliographic coupling analysis and author keywords ranking in identifying research fronts of Indian Neurosciences research" (2019). Library Philosophy and Practice
Toplam 40 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Bilgi Sistemleri (Diğer), İnsan Bilgisayar Etkileşimi
Bölüm Makaleler
Yazarlar

İsmail Yoşumaz 0000-0002-2287-4994

Yayımlanma Tarihi 31 Ekim 2024
Gönderilme Tarihi 20 Mayıs 2024
Kabul Tarihi 18 Temmuz 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 17 Sayı: 4

Kaynak Göster

APA Yoşumaz, İ. (2024). Industrial Metaverse as a New Component of Digital Transformation: A Bibliometric Analysis. Bilişim Teknolojileri Dergisi, 17(4), 251-265. https://doi.org/10.17671/gazibtd.1487061