Analyzing how travelers choose scenic routes using route choice models

被引：48

作者：

Alivand, Majid ^{[1
]}

Hochmair, Hartwig ^{[1
]}

Srinivasan, Sivaramakrishnan ^{[2
]}

机构：

[1] Univ Florida, Geomat Program, Ft Lauderdale Res & Educ Ctr, Davie, FL 33314 USA

[2] Univ Florida, Dept Civil & Coastal Engn, Gainesville, FL 33314 USA

来源：

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS | 2015年 / 50卷

关键词：

Scenic route; VGI; Route choice model; Viewshed analysis; Geo-tagged photos; Path Size Logit; TRANSPORTATION;

D O I：

10.1016/j.compenvurbsys.2014.10.004

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Finding a scenic route between two locations is a common trip planning task, in particular for tourists and recreational travelers. For the automated computation of a scenic route in a trip planning system it is necessary to identify which attributes of a route and its surroundings are associated with attractive scenery. This study uses a route choice model, more specifically a Path Size Logit (PSL) model, to identify the relevant attributes and their relative importance. Three hypotheses are formulated and tested with three PSL models to understand the effects of different attributes on scenic route selection. The set of chosen scenic routes are based on various VGI (Volunteered Geographic Information) data that have been extracted for California as a study region. The results identify several variables of the surrounding environment as significant contributors to route scenery after controlling for road type. (C) 2014 Elsevier Ltd. All rights reserved.

引用

页码：41 / 52

页数：12

共 35 条

[11]

DeMaris A., 2004, Regression with social data: Modeling continuous and limited response variables

[12] Importance of scenic byways in route choice: a survey of driving tourists in the United States [J].

Eby, DW ;

Molnar, LJ .

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2002, 36 (02) :95-106

[13] Capturing correlation with subnetworks in route choice models [J].

Frejinger, E. ;

Blerlaire, M. .

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2007, 41 (03) :363-378

[14]

Goodchild MF, 2007, INT J SPAT DATA INFR, V2, P24

[15]

Hensher D., 2005, APPL CHOICE ANAL PRI

[16] Towards a classification of route selection criteria for route planning tools [J].

Hochmair, H .

DEVELOPMENTS IN SPATIAL DATA HANDLING, 2005, :481-492

[17] The Influence of Map Design on Route Choice from Public Transportation Maps in Urban Areas [J].

Hochmair, Hartwig .

CARTOGRAPHIC JOURNAL, 2009, 46 (03) :242-256

[18]

Hochmair HH., 2010, Proceedings of the Geoinformatics Forum Salzburg, P91

[19]

Kansky K. J., 1963, THESIS U CHICAGO CHI

[20]

Lu Xin, 2010, P INT C MULT, P143, DOI [DOI 10.1145/1873951.1873972, 19.1145/1873951.1873972]

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