Smart City Gnosys
Smart city article details
| Title | Urban Transportation Data Research Overview: A Bibliometric Analysis Based On Citespace |
|---|---|
| ID_Doc | 60246 |
| Authors | Liang Y.; You J.; Wang R.; Qin B.; Han S. |
| Year | 2024 |
| Published | Sustainability (Switzerland), 16, 22 |
| DOI | http://dx.doi.org/10.3390/su16229615 |
| Abstract | Urban transportation data are crucial for smart city development, enhancing traffic management’s intelligence, accuracy, and efficiency. This paper conducts a comprehensive investigation encompassing policy analysis, a literature review, concept definition, and quantitative analysis using CiteSpace from both domestic and international perspectives. Urban transportation data comprise multiple dimensions, such as infrastructure status, real-time monitoring, policy planning, and environmental assessment, which originate from various sources and stakeholders. Highly influential authors and active institutions, particularly in the USA, China, Canada, and England, contribute significantly to extensive and collaborative research. Key areas include intelligent transportation, traffic flow prediction, data fusion, and deep learning. Domestic research focuses on practical applications, while international studies delve into interdisciplinary research areas. With advancements in intelligent systems and big data technology, research has evolved from basic data collection to sophisticated methodologies, such as deep learning and spatiotemporal analysis, driving substantial progress. This paper concludes by recommending enhanced data integration, improved privacy and security, fostering big data and AI applications, facilitating policy formulation, and exploring innovative transportation modes, thereby underscoring the importance of urban transportation data in shaping the future of smart cities. The findings provide theoretical and practical guidance for the future intelligence, efficiency, and sustainability of urban transportation systems. © 2024 by the authors. |
| Author Keywords | CiteSpace; concept definition; intelligent transportation system; sustainable transportation; urban transportation data |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
6722  | 0.915 | Matcha B.N.; Sivanesan S.; Ng K.C.; Eh Noum S.Y.; Sharma A. | Advent Of Big Data In Urban Transportation For Smart Cities: Current Progress, Trends, And Future Challenges | Convergence of Big Data Technologies and Computational Intelligent Techniques (2022) |
| 14795 | 0.912 | Dogo E.M.; Makaba T.; Afolabi O.J.; Ajibo A.C. | Combating Road Traffic Congestion With Big Data: A Bibliometric Review And Analysis Of Scientific Research | EAI/Springer Innovations in Communication and Computing (2021) |
| 54328 | 0.911 | Neilson A.; Indratmo; Daniel B.; Tjandra S. | Systematic Review Of The Literature On Big Data In The Transportation Domain: Concepts And Applications | Big Data Research, 17 (2019) |
| 12103 | 0.905 | Tzika-Kostopoulou D.; Nathanail E.; Kokkinos K. | Big Data In Transportation: A Systematic Literature Analysis And Topic Classification | Knowledge and Information Systems, 66, 8 (2024) |
| 32238 | 0.897 | Jain V.; Mitra A. | Integrative Hybrid Information Systems For Enhanced Traffic Maintenance And Control In Bangalore: A Synchronized Approach | Hybrid Information Systems: Non-Linear Optimization Strategies with Artificial Intelligence (2024) |
| 4154 | 0.897 | Wang A.; Zhang A.; Chan E.H.W.; Shi W.; Zhou X.; Liu Z. | A Review Of Human Mobility Research Based On Big Data And Its Implication For Smart City Development | ISPRS International Journal of Geo-Information, 10, 1 (2021) |
| 51663 | 0.896 | Semanjski I.C. | Smart Urban Mobility: Transport Planning In The Age Of Big Data And Digital Twins | Smart Urban Mobility: Transport Planning in the Age of Big Data and Digital Twins (2023) |
| 12085 | 0.896 | Torre-Bastida A.I.; Del Ser J.; Laña I.; Ilardia M.; Bilbao M.N.; Campos-Cordobés S. | Big Data For Transportation And Mobility: Recent Advances, Trends And Challenges | IET Intelligent Transport Systems, 12, 8 (2018) |
| 58977 | 0.895 | Ding X.; Liu W.; Wang C.; Kong D.; Tang W.; Xu R.; Zhang C. | Trend Analysis Of Traffic Management Based On Literature Data Mining And Graph Analysis Tools | IET Intelligent Transport Systems, 17, 11 (2023) |
| 35056 | 0.893 | Mahmud S.; Day C.M. | Leveraging Data-Driven Traffic Management In Smart Cities: Datasets For Highway Traffic Monitoring | The Rise of Smart Cities: Advanced Structural Sensing and Monitoring Systems (2022) |