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- W3016716291 abstract "The home and work location information of residents is of great reference value for applications such as transport planning and urban development, since home and workplace are the most important places in people's lives. The article introduces a method that uses mobile phone call detail records (CDR), which offers good potential for monitoring of the short-term mobility of populations, combined with city road network data, to identify respondents' home and work locations. The method we developed contains three sections, which are data preprocessing, data fusion and location detection, and is tested with 6 months' data collected in Hong Kong, including over 350 thousand residents. In the end, experiment results are compared with population register data and the results got in references, and it turns out that our method performs better with the average accuracy of 80%." @default.
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- W3016716291 date "2020-04-01" @default.
- W3016716291 modified "2023-09-27" @default.
- W3016716291 title "Research on Home and Work Locations Based on Mobile Phone Data" @default.
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- W3016716291 doi "https://doi.org/10.1088/1742-6596/1486/5/052013" @default.
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