Smart City Gnosys
Smart city article details
| Title | Parkflow: Intelligent Dispersal For Mitigating Parking Shortages Using Multi-Granular Spatial-Temporal Analysis |
|---|---|
| ID_Doc | 41304 |
| Authors | Chiang Y.F.; Shen C.-W.; Tsai J.-W.; Li P.-X.; Lee T.-C.; Hsieh H.-P. |
| Year | 2023 |
| Published | International Conference on Information and Knowledge Management, Proceedings |
| DOI | http://dx.doi.org/10.1145/3583780.3614751 |
| Abstract | Parking behaviors near popular destinations often exhibit a preference for proximity, resulting in poor habits, limited parking availability, and a range of consequential issues such as traffic chaos, economic challenges due to congestion, and imbalanced parking utilization. Taiwan has also faced escalating challenges in this regard. To effectively address these issues, the Government of Taiwan has initiated the Smart City program, encompassing various initiatives to enhance urban functionality. One notable solution implemented under this program is the Smart Parking Meter System (SPMS), designed to enhance the overall parking experience. The SPMS incorporates intelligent billing and secure parking data transmission, ensuring a safer and improved parking environment. In this paper, we propose ParkFlow, a comprehensive software-based solution that seamlessly integrates with smart parking hardware, presenting a holistic approach to tackling these challenges. ParkFlow intelligently disperses parking shortages in highly frequented areas and addresses the problem from multiple perspectives, including user, engineering, and government scenarios. By exploring and addressing these scenarios, we aim to provide valuable insights and inspiration to regions worldwide grappling with similar parking-related difficulties. Based on historical data analysis, the implementation of ParkFlow in resolving the parking imbalance problem is anticipated to lead to a significant increase of up to 10% to 20% in available parking hours in popular areas of Tainan, Taiwan. ParkFlow is in the process of being integrated into the Tainan City Government's Parking application, indicating its potential to address real-world parking challenges. © 2023 Copyright held by the owner/author(s). Publication rights licensed to ACM. |
| Author Keywords | Parking demand prediction; Smart parking; Spatial-temporal analysis |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
36516  | 0.901 | Agrawal P.; Mundada P.; Ikhar J.; Rakesh N.; Kaur G.; Pinjarkar L. | Maximizing Urban Space: A Survey Of Smart Parking Techniques And Innovations | Proceedings - 2024 1st International Conference on Technological Innovations and Advance Computing, TIACOMP 2024 (2024) |
| 51271 | 0.895 | Al-Turjman F.; Malekloo A. | Smart Parking In Iot-Enabled Cities: A Survey | Sustainable Cities and Society, 49 (2019) |
| 51885 | 0.895 | Hamada A.O.; Zahran F.; Eldin N.E.; Azab M.; Eltoweissy M.; Gracanin D. | Smartpark: A Location-Independent Smart Park And Transfer System | 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference, IEMCON 2019 (2019) |
| 32479 | 0.893 | Errousso H.; Alaoui E.A.A.; Benhadou S.; Nayyar A. | Intelligent Parking Space Management: A Binary Classification Approach For Detecting Vacant Spots | Multimedia Tools and Applications, 84, 8 (2025) |
| 50402 | 0.891 | Vigneshwaran R.; Ramkumar M.; Jones Martin A.; Ahsan Shariff M. | Smart City Parking Optimization:Integrating Edge Computing And Iot Technologies | 4th International Conference on Power, Energy, Control and Transmission Systems: Harnessing Power and Energy for an Affordable Electrification of India, ICPECTS 2024 (2024) |
| 46059 | 0.889 | Hassan T.U.; Khurram A.B.; Iqbal S.; Malik A.W.; Fraz M.M. | Resolving Community Parking Issues: An Iot Enabled Statistical And Deep Learning Approach For Enhanced Urban Parking Management | 2024 International Conference on Frontiers of Information Technology, FIT 2024 (2024) |
| 21609 | 0.888 | Dalal Y.M.; Kumar Raja D.R.; Ashwin Kumar U.M. | Eco Park: A Low-Cost And Sustainable Approach For Smart Parking Systems | 2023 World Conference on Communication and Computing, WCONF 2023 (2023) |
| 32480 | 0.887 | Bante K.; Bawankule S.; Dhule C.; Agrawal R.; Kumbhare K. | Intelligent Parking Systems Design Using Iot And Ai | 2024 International Conference on Innovations and Challenges in Emerging Technologies, ICICET 2024 (2024) |
| 19074 | 0.886 | Sakr H.A.; Ehab M.; Asherf M.; Mohamed N.E.; Tarek Mohamed M.; Shoieb M.A.; Hamza A.A.; Elashry A. | Designing And Implementing A Smart Parking Management System For Smart Cities | 2025 15th International Conference on Electrical Engineering, ICEENG 2025 (2025) |
| 7088 | 0.886 | Shalini M.K.; Hanumanthappa J.; Santhosh Kumar K.S.; Shiva Prakash S.P. | Ai-Powered Hybrid Smart Parking: Optimizing Parking Management Across Diverse Applications In Smart Cities | Procedia Computer Science, 258 (2025) |