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- W4310474487 abstract "This introductory chapter presents the key concepts of urban informatics, discusses the use of mobile network data in urban informatics, and provides an outline of the book’s structure and scope. It discusses traditional methods in understanding travel behavior i.e., survey-based approach. A surveyed information is used as an input for travel demand models that predict future travel behavior and transportation needs from the current travel behavior data. A survey-based approach is however costly and time-consuming, and hence its information can be dated and limited to a particular region. Mobile network data thus emerges as a promising alternative data source that is massive in both cross-sectional and longitudinal perspectives, which provides a wider geographic coverage of travelers and a longer time of travel behavior observation. From the point of view of urban informatics, there are new opportunities as well as challenges in utilizing such data in travel behavior research. This chapter discusses the state of the art and outlines the rest of the book, which is a series of case studies done by our research teams based on mobile phone data collected from different countries to tackle different steps and approaches in travel demand modeling." @default.
- W4310474487 created "2022-12-10" @default.
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- W4310474487 date "2022-11-30" @default.
- W4310474487 modified "2023-10-16" @default.
- W4310474487 title "The Overview of Mobile Network Data-Driven Urban Informatics" @default.
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- W4310474487 doi "https://doi.org/10.1007/978-981-19-6714-6_1" @default.
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