An Improved DBSCAN Algorithm to Analyze Taxi Pick-Up Hotspots

Wu Zheng; Yuan Cheng; Nan Li; Zizhen Wang; Ao Li

6GN for Future Wireless Networks. 5th EAI International Conference, 6GN 2022, Harbin, China, December 17-18, 2022, Proceedings, Part I

Research Article

An Improved DBSCAN Algorithm to Analyze Taxi Pick-Up Hotspots

Cite: BibTeX Plain Text

@INPROCEEDINGS{10.1007/978-3-031-36011-4_16,
    author={Wu Zheng and Yuan Cheng and Nan Li and Zizhen Wang and Ao Li},
    title={An Improved DBSCAN Algorithm to Analyze Taxi Pick-Up Hotspots},
    proceedings={6GN for Future Wireless Networks. 5th EAI International Conference, 6GN 2022, Harbin, China, December 17-18, 2022, Proceedings, Part I},
    proceedings_a={6GN},
    year={2023},
    month={7},
    keywords={Clustering DBSCAN Algorithm Pick-up Hotspots},
    doi={10.1007/978-3-031-36011-4_16}
}

Wu Zheng
Yuan Cheng
Nan Li
Zizhen Wang
Ao Li
Year: 2023
An Improved DBSCAN Algorithm to Analyze Taxi Pick-Up Hotspots
6GN
Springer
DOI: 10.1007/978-3-031-36011-4_16

Wu Zheng¹, Yuan Cheng¹, Nan Li², Zizhen Wang¹^,*, Ao Li¹

1: College of Computer Science and Technology, Harbin University of Science and Technology
2: Information Center of State Administration of Science

*Contact email: 2589377022@qq.com

Abstract

The DBSCAN algorithm is improved to analyze taxi pick-up hotspots. The time is divided into multiple time periods, and the load threshold and neighborhood radius are automatically extract. The accuracy of the DBSCAN algorithm for analyzing passenger areas is improved.

Keywords: Clustering DBSCAN Algorithm Pick-up Hotspots

Published: 2023-07-08
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-031-36011-4_16

An Improved DBSCAN Algorithm to Analyze Taxi Pick-Up Hotspots

Abstract

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