Travel Behavior Characteristics Analysis Technology Based on Mobile Phone Location Data
Methodology and Empirical Research
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Beschreibung
This book is devoted to the technology and methodology of individual travel behavior analysis and refined travel information extraction. Traditional resident trip surveys are characterized by many shortcomings, such as subjective memory errors, difficulty in organization and high cost. Therefore, in this book, a set of refined extraction and analysis techniques for individual travel activities is proposed. It provides a solid foundation for the optimization and reconstruction of traffic theoretical models, urban traffic planning, management and decision-making.
This book helps traffic engineering researchers, traffic engineering technicians and traffic industry managers understand the difficulties and challenges faced by transportation big data. Additionally, it helps them adapt to changes in traffic demand and the technological environment to achieve theoretical innovation and technological reform.This book is devoted to the technology and methodology of individual travel behavior analysis and refined travel information extraction. Traditional resident trip surveys are characterized by many shortcomings, such as subjective memory errors, difficulty in organization and high cost. Therefore, in this book, a set of refined extraction and analysis techniques for individual travel activities is proposed. It provides a solid foundation for the optimization and reconstruction of traffic theoretical models, urban traffic planning, management and decision-making.
This book helps traffic engineering researchers, traffic engineering technicians and traffic industry managers understand the difficulties and challenges faced by transportation big data. Additionally, it helps them adapt to changes in traffic demand and the technological environment to achieve theoretical innovation and technological reform.Is the first book to systemically explain the background, development, and dilemma of mobile phone location data Pays attention to the technology and methodology of refined extraction on individual travel activities Discusses the application of refined extraction on individual travel activities
Autor*in
Fei Yang
Themen in »Travel Behavior Characteristics Analysis Technology Based on Mobile Phone Location Data«
Intelligent Transportation Systems Trip chain information Mobile phone sensor data 3G/4G mobile phone signaling data Data mining Machine learning ‘Traffic-communication’ integrated simulation Trafficplanningandmanagement