Urban Informatics Using Mobile Network Data : Travel Behavior Research Perspectives
2023 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
981196713X
ISBN-13
9789811967139
Edition
2023 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 30th, 2022
Print length
241 Pages
Product Classification:
Probability & statisticsHighway & traffic engineeringBusiness applicationsDatabasesData mining
Ksh 27,000.00
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This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, where approaches, models, and systems are developed for understanding travel behavior.
Chapter 1 The Overview of Mobile Network Data-Driven Urban Informatics.- Chapter 2 Inferring Passenger Travel Demand Using Mobile Phone CDR Data.- Chapter 3 Modeling Trip Distribution Using Mobile Phone CDR Data.- Chapter 4 Inferring and Modeling Migration Flows Using Mobile Phone CDR Data.- Chapter 5 Inferring Social Influence in Transport Mode Choice Using Mobile Phone CDR Data.- Chapter 6 Inferring Route Choice Using Mobile Phone CDR Data.- Chapter 7 Analysis of Weather Effects on People''s Daily Activity Patterns Using Mobile Phone GPS Data.- Chapter 8 Analysis of Tourist Behavior Using Mobile Phone GPS Data.- Chapter 9 An Outlook for Future Mobile Network Data-Driven Urban Informatics.
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