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Navigating the Frontiers of Industry 5.0: Predictive Analysis Using Natural Language Processing

Author

Listed:
  • Shamneesh Sharma

    (upGrad Education Private Limited)

  • Chetan Sharma

    (PhysicsWallah Limited)

  • Isha Batra

    (Lovely Professional University)

  • Arun Malik

    (Lovely Professional University)

  • Mahender Singh Kaswan

    (Lovely Professional University)

  • Dongping Du

    (Texas Tech University)

  • Vimal Kumar

    (Chaoyang University of Technology)

Abstract

Industry 5.0 is a manufacturing transformation that prioritises the collaboration between humans and machines to enhance efficiency, customisation, and sustainability. The main aim of this work is to comprehend the different frontiers of Industry 5.0 and propose different avenues for future research. This research paper examines the literature on Industry 5.0 by utilising the Scopus database and the topic modelling technique of Natural Language Processing to find emerging patterns and potential areas for future research. The study demonstrates a notable rise in research endeavours about human-centric manufacturing, sustainable methodologies, and integrating sophisticated technologies. Areas of focus encompass the interplay between human ingenuity and machine accuracy, the impact of artificial intelligence on improving manufacturing procedures, and the creation of robust production systems. The report highlights the crucial significance of Industry 5.0 in tackling current industrial difficulties and promoting innovation.

Suggested Citation

  • Shamneesh Sharma & Chetan Sharma & Isha Batra & Arun Malik & Mahender Singh Kaswan & Dongping Du & Vimal Kumar, 2025. "Navigating the Frontiers of Industry 5.0: Predictive Analysis Using Natural Language Processing," SN Operations Research Forum, Springer, vol. 6(3), pages 1-29, September.
    • Handle: RePEc:spr:snopef:v:6:y:2025:i:3:d:10.1007_s43069-025-00501-5
    DOI: 10.1007/s43069-025-00501-5
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    References listed on IDEAS

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    1. Roblek Vasja & Meško Maja & Podbregar Iztok, 2021. "Mapping of the Emergence of Society 5.0: A Bibliometric Analysis," Organizacija, Sciendo, vol. 54(4), pages 293-305, December.
    2. Thanh Tiep Le & Phuong Quyen Tran & Ngoc Phuong Lam & My Nguyen Le Tra & Phuong Ho Pham Uyen, 2024. "Corporate social responsibility, green innovation, environment strategy and corporate sustainable development," Operations Management Research, Springer, vol. 17(1), pages 114-134, March.
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