Tracing the Path from Industry 4.0 to Industry 5.0 through Topic Modeling Analysis
This study explores the evolution of research from Industry 4.0 to Industry 5.0 using Latent Dirichlet Allocation (LDA) to uncover key research topics and trends. This paper utilizes the Web of Science (WOS) database to collect literature on Industry 4.0 and 5.0 from 2015 to 2024. Through an LDA-bas...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
INTI International University
2025
|
| Subjects: | |
| Online Access: | http://eprints.intimal.edu.my/2120/ http://eprints.intimal.edu.my/2120/3/661 http://eprints.intimal.edu.my/2120/4/ij2025_01r.pdf |
| _version_ | 1848766975200722944 |
|---|---|
| author | Cheng, Zeng Hong, Cheng Ding Wai Yie, Leong Ya, Fei Li |
| author_facet | Cheng, Zeng Hong, Cheng Ding Wai Yie, Leong Ya, Fei Li |
| author_sort | Cheng, Zeng |
| building | INTI Institutional Repository |
| collection | Online Access |
| description | This study explores the evolution of research from Industry 4.0 to Industry 5.0 using Latent Dirichlet Allocation (LDA) to uncover key research topics and trends. This paper utilizes the Web of Science (WOS) database to collect literature on Industry 4.0 and 5.0 from 2015 to 2024. Through an LDA-based analysis, five key topics were identified, including IoT and automation, adoption frameworks, digital business transformation, smart manufacturing systems, and AI-driven models. The research highlights the growing importance of human-machine collaboration, blockchain security, and sustainable practices in the transition from Industry 4.0 to Industry 5.0. This study contributes to the understanding of evolving industrial research and offers insights into the future direction of industrial innovation. |
| first_indexed | 2025-11-14T11:58:53Z |
| format | Article |
| id | intimal-2120 |
| institution | INTI International University |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T11:59:41Z |
| publishDate | 2025 |
| publisher | INTI International University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-21202025-07-23T06:09:09Z http://eprints.intimal.edu.my/2120/ Tracing the Path from Industry 4.0 to Industry 5.0 through Topic Modeling Analysis Cheng, Zeng Hong, Cheng Ding Wai Yie, Leong Ya, Fei Li T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This study explores the evolution of research from Industry 4.0 to Industry 5.0 using Latent Dirichlet Allocation (LDA) to uncover key research topics and trends. This paper utilizes the Web of Science (WOS) database to collect literature on Industry 4.0 and 5.0 from 2015 to 2024. Through an LDA-based analysis, five key topics were identified, including IoT and automation, adoption frameworks, digital business transformation, smart manufacturing systems, and AI-driven models. The research highlights the growing importance of human-machine collaboration, blockchain security, and sustainable practices in the transition from Industry 4.0 to Industry 5.0. This study contributes to the understanding of evolving industrial research and offers insights into the future direction of industrial innovation. INTI International University 2025-01 Article PeerReviewed text en cc_by_4 http://eprints.intimal.edu.my/2120/3/661 text en cc_by_4 http://eprints.intimal.edu.my/2120/4/ij2025_01r.pdf Cheng, Zeng and Hong, Cheng Ding and Wai Yie, Leong and Ya, Fei Li (2025) Tracing the Path from Industry 4.0 to Industry 5.0 through Topic Modeling Analysis. INTI JOURNAL, 2025 (01). pp. 1-9. ISSN e2600-7320 https://intijournal.intimal.edu.my |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Cheng, Zeng Hong, Cheng Ding Wai Yie, Leong Ya, Fei Li Tracing the Path from Industry 4.0 to Industry 5.0 through Topic Modeling Analysis |
| title | Tracing the Path from Industry 4.0 to Industry 5.0 through Topic
Modeling Analysis |
| title_full | Tracing the Path from Industry 4.0 to Industry 5.0 through Topic
Modeling Analysis |
| title_fullStr | Tracing the Path from Industry 4.0 to Industry 5.0 through Topic
Modeling Analysis |
| title_full_unstemmed | Tracing the Path from Industry 4.0 to Industry 5.0 through Topic
Modeling Analysis |
| title_short | Tracing the Path from Industry 4.0 to Industry 5.0 through Topic
Modeling Analysis |
| title_sort | tracing the path from industry 4.0 to industry 5.0 through topic
modeling analysis |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.intimal.edu.my/2120/ http://eprints.intimal.edu.my/2120/ http://eprints.intimal.edu.my/2120/3/661 http://eprints.intimal.edu.my/2120/4/ij2025_01r.pdf |