Smart City Gnosys
Smart city article details
| Title | Big Data And Data Mining Technologies Driving Smart City Construction: A Bibliometrics Study From 2014 To 2024 |
|---|---|
| ID_Doc | 12040 |
| Authors | Liu Z.; Pan D.; Zhong J.; Huang H. |
| Year | 2025 |
| Published | Proceedings of 2024 4th International Conference on Computational Modeling, Simulation and Data Analysis, CMSDA 2024 |
| DOI | http://dx.doi.org/10.1145/3727993.3728010 |
| Abstract | The development of smart cities has become an essential strategy to tackle the challenges of global urbanization. Among them, big data and data mining technologies play a decisive role. However, there are currently few comprehensive studies that examine research priorities and prospective trends in this field. This study undertakes a comprehensive examination of 948 publications from the Web of Science Core Collection. Using bibliometrics methods and visualization tools such as VOSviewer and CiteSpace, we analyze the development and change of these technologies in smart cities construction from 2014 to 2024. More and more keywords relate to each other, and cross-domain integration highlights the developed complexity of the domain. Furthermore, this study identifies major authors and national collaboration networks. It illustrates that the geographical and interdisciplinary research effort in global. In addition, this study reveals the key advances and future direction for applying big data and data mining technologies to smart cities construction. It also provides a foundation for advancing scientific research and technological innovation in the field. © 2024 Copyright held by the owner/author(s). |
| Author Keywords | bibliometrics; big data; data mining; smart city; visual analysis |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
17263  | 0.931 | Kousis A.; Tjortjis C. | Data Mining Algorithms For Smart Cities: A Bibliometric Analysis | Algorithms, 14, 8 (2021) |
| 46433 | 0.918 | Zhuang Y.; Cenci J.; Zhang J. | Review Of Big Data Implementation And Expectations In Smart Cities | Buildings, 14, 12 (2024) |
| 15885 | 0.916 | Tiwari P.; Ilavarasan P.V.; Punia S. | Content Analysis Of Literature On Big Data In Smart Cities | Benchmarking, 28, 5 (2019) |
| 35974 | 0.914 | Luan B.; Feng X. | Machine Learning For Resilient And Sustainable Cities: A Bibliometric Analysis Of Smart Urban Technologies | Buildings, 15, 7 (2025) |
| 5056 | 0.908 | Wang J.; Wang M.; Song Y. | A Study On Smart City Research Activity Using Bibliometric And Natural Language Processing Methods | ACM International Conference Proceeding Series (2021) |
| 11955 | 0.902 | Lundberg L. | Bibliometric Mining Of Research Trends For Smart Cities | Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024 (2024) |
| 45288 | 0.9 | Ying S. | Research On Big Data And New Smart City Construction | Proceedings - 2021 International Conference on Education, Information Management and Service Science, EIMSS 2021 (2021) |
| 10423 | 0.899 | Gupta A.; Gupta S.; Memoria M.; Kumar R.; Kumar S.; Singh D.; Tyagi S.; Ansari N. | Artificial Intelligence And Smart Cities: A Bibliometric Analysis | 2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing, COM-IT-CON 2022 (2022) |
| 61302 | 0.895 | Chen G.; Hou J.; Liu C.; Hu K.; Wang J. | Visualization Analysis Of Cross Research Between Big Data And Construction Industry Based On Knowledge Graph | Buildings, 12, 11 (2022) |
| 43366 | 0.894 | Zhang X.; Hua S.; Qi J.; Ruan Y. | Progress And Prospects Of New Smart City Construction: Ai-Based Big Data, Big Models And Big Computing Power; [新型智慧城市建设与展望:基于 Ai 的大数据、大模型与大算力] | Journal of Geo-Information Science, 26, 4 (2024) |