Modelling Route Choice Decisions of Car Travellers Using Combined GPS and Diary Data

作者: Katrien Ramaekers , Sofie Reumers , Geert Wets , Mario Cools

DOI: 10.1007/S11067-013-9184-8

关键词:

摘要: The aim of this research is to identify the relationship between activity patterns and route choice decisions. focus twofold: on one hand, purpose a trip road categories used for relocation investigated; other deviation from shortest path studied. data study were collected in 2006 2007 Flanders, Dutch speaking northern part Belgium. To estimate primary category travelled corresponding activity-travel behaviour multinomial logit model developed. Tobit results first point out that function multiple factors, not just travel time or distance. Crucial modelling choices general traffic assignment procedures conclusion have clear influence primarily driven on. Particularly, it was shown likelihood taking through roads highest work trips lowest leisure trips. second shows significant trip. Furthermore, next trip-related attributes (trip distance), also socio-demographic variables geographical differences play an important role. These certainly suggest should be developed explicitly take into account activity-based segmentation. In addition, similar during peak off-peak periods. This indication car drivers are necessarily utility maximizers, classical functions context omitting explanatory variables.

参考文章(55)
W Weijermars, E Papadimitriou, C Lima De Azevedo, Gitelman, Safety performance indicators for the road network EUROPEAN TRANSPORT CONFERENCE 2008; PROCEEDINGS. ,(2008)
A Kalombaris, J R Duffell, EMPIRICAL STUDIES OF CAR DRIVER ROUTE CHOICE IN HERTFORDSHIRE Traffic engineering and control. ,vol. 29, pp. 398- 408 ,(1988)
Pavithra Kandadai Parthasarathi, Network structure and travel. ,(2011)
Oliver Jan, Alan J. Horowitz, Zhong-Ren Peng, Using Global Positioning System Data to Understand Variations in Path Choice Transportation Research Record. ,vol. 1725, pp. 37- 44 ,(2000) , 10.3141/1725-06
Carlo Giacomo Prato, Route choice modeling: past, present and future research directions Journal of Choice Modelling. ,vol. 2, pp. 65- 100 ,(2009) , 10.1016/S1755-5345(13)70005-8
Jean Wolf, Shauna Hallmark, Marcelo Oliveira, Randall Guensler, Wayne Sarasua, Accuracy Issues with Route Choice Data Collection by Using Global Positioning System Transportation Research Record. ,vol. 1660, pp. 66- 74 ,(1999) , 10.3141/1660-09
Fred Mannering, Soon-Gwan Kim, Woodrow Barfield, Linda Ng, Statistical analysis of commuters' route, mode, and departure time flexibility Transportation Research Part C-emerging Technologies. ,vol. 2, pp. 35- 47 ,(1994) , 10.1016/0968-090X(94)90018-3
Gary Smith, Frank Campbell, A Critique of Some Ridge Regression Methods Journal of the American Statistical Association. ,vol. 75, pp. 74- 81 ,(1980) , 10.1080/01621459.1980.10477428