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- W2956962996 abstract "With the acceleration of urbanization and motorization, the characteristics and rules of residents’ travel are constantly changing. Analysis of this information provides reference and guidance for transportation planning, urban management and residents’ travel. With the development of mobile positioning and wireless communications, GPS signals, mobile phone signaling data and other data have established the foundation for obtaining wide-area travel information. This paper proposes a travel mode recognition method based on mobile phone signaling data. In the data preprocessing stage, the method effectively identifies and processes exceptions such as “ping-pong switching” effect and “data drift” effect through time-space threshold filtering, and accurately recognizes key points in the trajectory segmentation stage through feature analyses. In the recognition stage, this method utilizes the road network constraints to improve the calculation of features. The experimental results show that the method can effectively recognize the mode of residents’ travel according to the mobile phone signaling data." @default.
- W2956962996 created "2019-07-23" @default.
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- W2956962996 date "2019-01-01" @default.
- W2956962996 modified "2023-10-07" @default.
- W2956962996 title "Travel Modes Recognition Method Based on Mobile Phone Signaling Data" @default.
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- W2956962996 doi "https://doi.org/10.1007/978-3-030-21373-2_57" @default.
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