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Title	Research On Od Estimation Of Public Transit Passenger Flow Based On Multi-Source Data
ID_Doc	45526
Authors	Kong C.; Guo T.; He L.
Year	2023
Published	Lecture Notes in Electrical Engineering, 944
DOI	http://dx.doi.org/10.1007/978-981-19-5615-7_42
Abstract	OD calculations based on big data of public transport passenger flow can effectively improve the service quality of public transport and increase its attractiveness. In this paper, the bus GPS data and station GIS data are processed and time–space correlation is established to obtain the time interval of bus station, clustering analysis of bus IC card transaction data, and matching to get bus passengers’ boarding station and time. Then, based on the probability of passenger travel behavior, the station's attraction power and transfer capacity are used to calculate the passenger's alighting station. Use actual cases to verify the algorithm, and finally calculate the OD matrix and passenger flow statistics of the bus line, so that the public transportation department can accurately obtain the bus travel information of urban residents, and provide data support for traditional public transportation planning. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
Author Keywords	Attractiveness model; OD matrix calculation; Passenger flow big data; Time–space correlation

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