publication . Article . Other literature type . 2018

Individual Travel Behavior Modeling of Public Transport Passenger Based on Graph Construction

Quan Liang; Jiancheng Weng; Wei Zhou; Selene Baez Santamaria; Jianming Ma; Jian Rong;
Open Access English
  • Published: 01 Jan 2018 Journal: Journal of Advanced Transportation (issn: 0197-6729, eissn: 2042-3195, Copyright policy)
  • Publisher: Hindawi-Wiley
Abstract
<jats:p>This paper presents a novel method for mining the individual travel behavior regularity of different public transport passengers through constructing travel behavior graph based model. The individual travel behavior graph is developed to represent spatial positions, time distributions, and travel routes and further forecasts the public transport passenger’s behavior choice. The proposed travel behavior graph is composed of macronodes, arcs, and transfer probability. Each macronode corresponds to a travel association map and represents a travel behavior. A travel association map also contains its own nodes. The nodes of a travel association map are create...
Subjects
free text keywords: Transportation engineering, TA1001-1280, Transportation and communications, HE1-9990, Article Subject, Mechanical Engineering, Strategy and Management, Economics and Econometrics, Automotive Engineering, Computer Science Applications, Transport engineering, Travel behavior, Transfer probability, Public transport, business.industry, business, Smart card, Graph, Travel time, Engineering
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publication . Article . Other literature type . 2018

Individual Travel Behavior Modeling of Public Transport Passenger Based on Graph Construction

Quan Liang; Jiancheng Weng; Wei Zhou; Selene Baez Santamaria; Jianming Ma; Jian Rong;