Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management
This study examines Singapore’s Smart Mobility strategy through the predictive and centralized system operated by the Land Transport Authority (LTA). Using the four-dimensional ITS framework including data acquisition, network connectivity, analytical intelligence, and operational responsiveness, th...
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| Format: | Article |
| Language: | English English |
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INTI International University
2025
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| Subjects: | |
| Online Access: | http://eprints.intimal.edu.my/2187/ http://eprints.intimal.edu.my/2187/1/joit2025_12.pdf http://eprints.intimal.edu.my/2187/2/737 |
| _version_ | 1848766988067799040 |
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| author | Guo, Hanxiang Leong, Wa Yie |
| author_facet | Guo, Hanxiang Leong, Wa Yie |
| author_sort | Guo, Hanxiang |
| building | INTI Institutional Repository |
| collection | Online Access |
| description | This study examines Singapore’s Smart Mobility strategy through the predictive and centralized system operated by the Land Transport Authority (LTA). Using the four-dimensional ITS framework including data acquisition, network connectivity, analytical intelligence, and operational responsiveness, the paper evaluates how predictive artificial intelligence and integrated control systems contribute to urban traffic management. The study finds that Singapore’s centralized, predictive governance model has led to notable improvements in average expressway speed, bus punctuality, and incident clearance times. However, limitations remain in areas such as system adaptability and data transparency. Comparative discussion with international cities offers insight into the scalability and constraints of such predictive transport systems. |
| first_indexed | 2025-11-14T11:59:53Z |
| format | Article |
| id | intimal-2187 |
| institution | INTI International University |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T11:59:53Z |
| publishDate | 2025 |
| publisher | INTI International University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-21872025-10-01T01:46:49Z http://eprints.intimal.edu.my/2187/ Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management Guo, Hanxiang Leong, Wa Yie QA75 Electronic computers. Computer science QA76 Computer software TE Highway engineering. Roads and pavements This study examines Singapore’s Smart Mobility strategy through the predictive and centralized system operated by the Land Transport Authority (LTA). Using the four-dimensional ITS framework including data acquisition, network connectivity, analytical intelligence, and operational responsiveness, the paper evaluates how predictive artificial intelligence and integrated control systems contribute to urban traffic management. The study finds that Singapore’s centralized, predictive governance model has led to notable improvements in average expressway speed, bus punctuality, and incident clearance times. However, limitations remain in areas such as system adaptability and data transparency. Comparative discussion with international cities offers insight into the scalability and constraints of such predictive transport systems. INTI International University 2025-10 Article PeerReviewed text en cc_by_4 http://eprints.intimal.edu.my/2187/1/joit2025_12.pdf text en cc_by_4 http://eprints.intimal.edu.my/2187/2/737 Guo, Hanxiang and Leong, Wa Yie (2025) Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management. Journal of Innovation and Technology, 2025 (12). pp. 1-7. ISSN 2805-5179 http://ipublishing.intimal.edu.my/joint.html |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software TE Highway engineering. Roads and pavements Guo, Hanxiang Leong, Wa Yie Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title | Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title_full | Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title_fullStr | Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title_full_unstemmed | Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title_short | Singapore's Land Transport Authority (LTA): A Case Study of Predictive AI and Centralized Coordination in Urban Traffic Management |
| title_sort | singapore's land transport authority (lta): a case study of predictive ai and centralized coordination in urban traffic management |
| topic | QA75 Electronic computers. Computer science QA76 Computer software TE Highway engineering. Roads and pavements |
| url | http://eprints.intimal.edu.my/2187/ http://eprints.intimal.edu.my/2187/ http://eprints.intimal.edu.my/2187/1/joit2025_12.pdf http://eprints.intimal.edu.my/2187/2/737 |