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8. AI in Adapting the Human Travel Behaviour

  • 2025
  • OriginalPaper
  • Chapter
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Abstract

This chapter delves into the transformative potential of artificial intelligence (AI) in reshaping travel demand management (TDM) and fostering sustainable mobility. It begins by examining the intricate nature of human travel behavior, highlighting the influence of cognitive biases and the limitations of traditional economic models. The text then explores how AI technologies, such as neural networks and fuzzy logic, can be leveraged to model and predict travel behavior more accurately. Furthermore, it discusses the role of AI in developing personalized travel planning tools, optimizing public transportation schedules, and promoting shared mobility services. The chapter also presents case studies of successful TDM initiatives and their impact on reducing vehicle travel and emissions. Lastly, it offers a vision for the future of AI-assisted TDM, emphasizing the need for integrated, adaptive, and intelligent strategies to achieve climate-friendly mobility.

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Title
AI in Adapting the Human Travel Behaviour
Authors
George A. Giannopoulos
Yidong Li
Copyright Year
2025
DOI
https://doi.org/10.1007/978-3-032-08171-1_8
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    AVL List GmbH/© AVL List GmbH, dSpace, BorgWarner, Smalley, FEV, Xometry Europe GmbH/© Xometry Europe GmbH, The MathWorks Deutschland GmbH/© The MathWorks Deutschland GmbH, IPG Automotive GmbH/© IPG Automotive GmbH, HORIBA/© HORIBA, Outokumpu/© Outokumpu, Head acoustics GmbH/© Head acoustics GmbH, Gentex GmbH/© Gentex GmbH, Ansys, Yokogawa GmbH/© Yokogawa GmbH, Softing Automotive Electronics GmbH/© Softing Automotive Electronics GmbH, measX GmbH & Co. KG