What about people in pedestrian navigation?

Geo-Spatial Information Science

Volumn 18, Issue 4, 2015, Pages 135-150

  Fang, Zhixiang ^a   Li, Qingquan ^b   Shaw, Shih Lung ^c  

^a WUHAN UNIVERSITY   (China)

^b SHENZHEN UNIVERSITY   (China)

^c UNIVERSITY OF TENNESSEE   (United States)

Author keywords

mental satisfaction; pedestrian navigation; people s need; physical sense; physiological safety

Indexed keywords

BEHAVIORAL RESEARCH; MAPS; NAVIGATION SYSTEMS; PHYSIOLOGY; SOCIOLOGY;

GEOGRAPHICAL INFORMATION; INDOOR POSITIONING; MENTAL SATISFACTION; PEDESTRIAN NAVIGATION; PEDESTRIAN NAVIGATION SYSTEMS; PHYSICAL SENSE; PROCESS-ORIENTED; SPATIAL BEHAVIORS;

PEDESTRIAN SAFETY;

FUTURE PROSPECT; NAVIGATION AID; PEDESTRIAN; RESEARCH WORK; SAFETY; TECHNOLOGICAL DEVELOPMENT; THEORETICAL STUDY;

EID: 84983146127     PISSN: 10095020     EISSN: None     Source Type: Journal    
DOI: 10.1080/10095020.2015.1126071     Document Type: Article

References (150)

1. R.G.Golledge, ; R.J.Stimson, Spatial Behavior: A Geographic Perspective; The Guilford Press: New York, 1997.
2. A.May, ; T.Ross, ; S.H.Bayer, ; M.J.Tarkiainen, Pedestrian Navigation Aids: Information Requirements and Design Implications. Personal Ubiquitous Comput. 2003, 7 (6), 331–338.10.1007/s00779-003-0248-5
3. V.Radoczky, How to Design a Pedestrian Navigation System for Indoor and Outdoor Environments. In Location Based Services and Telecartography: G.Gartner,, W.Cartwright,, M.P.Peterson,, Eds.; Springer-Verlag: Berlin, 2007; pp 301−316.
4. C.Li, User Preferences, Information Transactions and Location-Based Services: A Study of Urban Pedestrian Way Finding. Comput. Environ. Urban Syst. 2006, 30 (6), 726–740.10.1016/j.compenvurbsys.2006.02.008
5. A.H.Maslow, A Theory of Human Motivation. Psychol. Rev. 1943, 50, 370–396.10.1037/h0054346
6. A.H.Maslow, Motivation and Personality; Harper: New York, 1954.
7. A.H.Maslow, Toward a Psychology of Being; Van Nostrand: New York, 1968.
8. R.G.Golledge, Wayfinding Behavior: Cognitive Mapping and Other Spatial Processes; Johns Hopkins University Press: Baltimore, MD, 1999.
9. A.C.Farr, ; T.Kleinschmidt, ; P.Yarlagadda, ; K.Mengersen, Wayfinding: A Simple Concept, a Complex Process. Trans. Rev. 2012, 32 (6), 715–743.10.1080/01441647.2012.712555
10. M.Raubal, ; M.Worboys, A Formal Model of the Process of Wayfinding in Built Environments. In Spatial Information Theory. Cognitive and Computational Foundations of Geographic Information Science: C.Freksa,, D.M.Mark,, Eds.; Lecture Notes in Computer Science, Volume 1661; Springer-Verlag: Heidelberg, 1999; pp 381−399.
11. W.Ying Chia, Mobile 3D Library Map: An Innovative Wayfinding Tool for Library Users on the Move. Library Hi Tech News 2014, 31 (3), 9–10.10.1108/LHTN-03-2014-0017
12. D.Caduff, ; S.Timpf, The Landmark Spider: Representing Landmark Knowledge for Wayfinding Tasks. In Reasoning with Mental and External Diagrams: Computational Modeling and Spatial Assistance: T.Barkowsky,, C.Freksa,, M.Hegarty,, R.Lower,, Eds.; AAAI Press: Stanford, CA, 2005; pp 30–35.
13. H.Hile, ; R.Vedantham, ; G.Cuellar, ; A.Liu, ; N.Gelfand, ; R.Grzeszczuk, ; G.Borriello, Landmark-Based Pedestrian Navigation from Collections of Geotagged Photos. Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, Umea, Sweden. ACM: New York, December 3–5, 2008; pp 145–152.
14. H.Hile, ; R.Grzeszczuk, ; A.Liu, ; R.Vedantham, ; J.Košecka, ; G.Borriello, Landmark-Based Pedestrian Navigation with Enhanced Spatial Reasoning. In Proceedings of Seventh International Conference on Pervasive Computing 2009, Pervasive 2009: H.Tokuda,, M.Beigl,, A.Friday,, A.J.Bernheim Brush,, Y.Tobe,, Eds.; Nara, Japan. Springer: Berlin, May 11–14, 2009; pp 59–76.
15. A.Oomes, ; M.Bojic, ; G.Bazen, Supporting Cognitive Collage Creation for Pedestrian Navigation. In Engineering Psychology and Cognitive Ergonomics: D.Hutchison,, Ed.; Springer-Verlag: Berlin, 2009; pp 111–119.10.1007/978-3-642-02728-4
16. M.Duckham, ; S.Winter, ; M.Robinson, Including Landmarks in Routing Instructions. J. Location Based Serv. 2010, 4 (1), 28–52.10.1080/17489721003785602
17. Z.Fang, ; Q.Li, ; X.Zhang, A Multiobjective Model for Generating Optimal Landmark Sequences in Pedestrian Navigation Applications. Int. J. Geogr. Inf. Sci. 2011, 25 (5), 785–805.10.1080/13658816.2010.500290
18. M.Roger, ; N.Bonnardel, ; L.Le Bigot, Landmarks’ Use in Speech Map Navigation Tasks. J. Environ. Psychol. 2011, 31 (2), 192–199.10.1016/j.jenvp.2010.12.003
19. M.Gluck, Making Sense of Human Wayfinding: Review of Cognitive and Linguistic Knowledge for Personal Navigation with a New Research Direction. In Cognitive and Linguistic Aspects of Geographic Space: D.M.Mark, ; A.U.Frank,, Eds., Springer: Dordrecht, 1991; pp 117−135.10.1007/978-94-011-2606-9
20. A.Tan, ; H.Timmermans, ; B.de Vries, Route Knowledge in Complex Environments: An Analysis of Pedestrian Recall Using Stereoscopic Panoramic Interactive Navigation. Spatial Cognit. Comput. 2006, 6 (3), 279–293.
21. D.Caduff, ; S.Timpf, On the Assessment of Landmark Salience for Human Navigation. Cognit. Process. 2008, 9 (4), 249–267.10.1007/s10339-007-0199-2
22. M.E.Sorrows, ; S.C.Hirtle, The Nature of Landmarks for Real and Electronic Spaces. In Proceedings of the International Conference on Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science: C.Freksa, and D.M.Mark,, Eds.; Lecture Notes in Computer Science, Vol. 1661; Springer: Berlin, 1999; pp 37–50.
23. M.Raubal, ; S.Winter, Enriching Wayfinding Instructions with Local Landmarks. In Proceedings of the Second International Conference on Geographic Information Science: M.Egenhofer, and D.Mark,, Eds.; Lecture notes in computer science, Vol. 2478; Springer: Berlin, 2002; pp 243–259.
24. A.Klippel, ; S.Winter, Structural Salience of Landmarks for Route Directions. In Spatial Information Theory: A.G.Cohn, and D.M.Mark,, Eds.; Lecture Notes in Computer Science, Vol. 3693; Springer: Berlin, 2005; pp 347–362.10.1007/11556114
25. H.Spiers, ; E.Maguire, The Dynamic Nature of Cognition during Wayfinding. J. Environ. Psychol. 2008, 28, 232–249.10.1016/j.jenvp.2008.02.006
26. D.Peters, ; Y.Wu, ; S.Winter, Testing Landmark Identification Theories in Virtual Environments. In Spatial Cognition VII, Vol. 6222: C.Hölscher,, T.F.Shipley,, M.O.Belardinelli,, J.A.Bateman, and N.S.Newcombe,, Eds.; Springer: Berlin, 2010; pp 54–69.10.1007/978-3-642-14749-4
27. R.Jacob, ; A.Winstanley, ; N.Togher, ; R.Roche, ; P.Mooney, Pedestrian Navigation Using the Sense of Touch. Comput. Environ. Urban Syst. 2012, 36, 513–525.10.1016/j.compenvurbsys.2012.10.001
28. K.Rehrl, ; E.Häusler, ; S.Leitinger, ; D.Bell, Pedestrian Navigation with Augmented Reality, Voice and Digital Map: Final Results from an in Situ Field Study Assessing Performance and User Experience. J. Location Based Serv. 2014, 8 (2), 75–96.10.1080/17489725.2014.946975
29. E.A.Pugliesi, ; M.M.S.Decanini, ; V.M.Tachibana, Evaluation of the Cartographic Communication Performance of a Route Guidance and Navigation System. Cartogr. Geogr. Inform. Sci. 2009, 36 (2), 193–207.10.1559/152304009788188745
30. I.Delikostidis, ; C.J.M.van Elzakker, ; M.-J.Kraak, Overcoming Challenges in Developing More Usable Pedestrian Navigation Systems. Cartogr. Geogr. Inform. Sci. [Online] 2015. DOI: 10.1080/15230406.2015.1031180. http://www.tandfonline.com/doi/abs/10.1080"/15230406.2015.1031180?journalCode=tcag20
31. M.Brown, ; R.Houghton, ; S.Sharples, ; J.Morley, The Attribution of Success When Using Navigation Aids. Ergonomics 2015, 58 (3), 426–433.10.1080/00140139.2014.977827
32. J.Goodman, ; S.A.Brewster, ; P.Gray, How Can We Best Use Landmarks to Support Older People in Navigation? Behav. Inform. Technol. 2005, 24 (1), 3–20.
33. N.Walford, ; E.Samarasundera, ; J.Phillips, ; A.Hockey, ; N.Foreman, Older People’s Navigation of Urban Areas as Pedestrians: Measuring Quality of the Built Environment Using Oral Narratives and Virtual Routes. Landsc. Urban Plan. 2011, 100 (1–2), 163–168.10.1016/j.landurbplan.2010.12.006
34. F.Gaunet, ; X.Briffault, Exploring the Functional Specifications of a Localized Wayfinding Verbal Aid for Blind Pedestrians: Simple and Structured Urban Areas. Human Comput. Interact. 2005, 20 (3), 267–314.10.1207/s15327051hci2003_2
35. M.Swobodzinski, ; M.Raubal, An Indoor Routing Algorithm for the Blind: Development and Comparison to a Routing Algorithm for the Sighted. Int. J. Geogr. Inf. Sci. 2009, 23 (10), 1315–1343.10.1080/13658810802421115
36. M.Bousbia-Salah, ; M.Bettayeb, ; A.Larbi, A Navigation Aid for Blind People. J. Intell. Robot. Syst. 2011, 64 (3), 387–400.10.1007/s10846-011-9555-7
37. S.Park, ; I.-M.Choi, ; S.-S.Kim, ; S.-M.Kim, A Portable mid-Range Localization System Using Infrared LEDs for Visually Impaired People. Infrared Phys. Technol. 2014, 67, 583–589.10.1016/j.infrared.2014.09.023
38. R.G.Golledge, ; R.L.Klatzky, ; J.M.Loomis, ; J.Speigle, ; J.Tietz, A Geographical Information System for a GPS Based Personal Guidance System. Int. J. Geogr. Inf. Sci. 1998, 12 (7), 727–749.10.1080/136588198241635
39. H.Huang, ; G.Gartner, Collective Intelligence-Based Route Recommendation for Assisting Pedestrian Wayfinding in the Era of Web 2.0. J. Location Based Serv. 2012, 6 (1), 1–21.10.1080/17489725.2011.625302
40. C.Dang, ; M.Iwai, ; Y.Tobe, ; K.Umeda, ; K.Sezaki, A Framework for Pedestrian Comfort Navigation Using Multi-Modal Environmental Sensors. Pervasive Mobile Comput. 2013, 9 (3), 421–436.10.1016/j.pmcj.2013.01.002
41. E.Wang, ; W.Yan, iNavigation: An Image Based Indoor Navigation System. Multimedia Tools Appl. 2014, 73 (3), 1597–1615.10.1007/s11042-013-1656-9
42. M.Zhang, ; W.Yao, ; L.Meng, Enrichment of Topographic Road Database for the Purpose of Routing and Navigation. Int. J. Digital Earth 2014, 7 (5), 411–431.10.1080/17538947.2012.717110
43. P.van Schaik, ; M.Mayouf, ; G.Aranyi, 3-D Route-Planning Support for Navigation in a Complex Indoor Environment. Behav. Inform. Technol. 2015, 34 (7), 713–724.
44. D.Carboni, ; A.Manchinu, ; V.Marotto, ; A.Piras, ; A.Serra, Infrastructure-Free Indoor Navigation: A Case Study. J. Location Based Serv. 2015, 9 (1), 33–54.10.1080/17489725.2015.1027751
45. J.Lee, A Three-Dimensional Navigable Data Model to Support Emergency Response in Microspatial Built-Environments. Ann. Assoc. Am. Geogr. 2007, 97 (3), 512–529.10.1111/j.1467-8306.2007.00561.x
46. Z.Fang, ; Q.Li, ; X.Zhang, ; S.-L.Shaw, A GIS Data Model for Landmark-Based Pedestrian Navigation. Int. J. Geogr. Inform. Sci. 2012, 26 (5), 817–838.10.1080/13658816.2011.615749
47. M.Garcia Puyol, ; P.Robertson, ; O.Heirich, Complexity Reduced FootSLAM for Indoor Pedestrian Navigation Using a Geographic Tree-Based Data Structure. J. Location Based Serv. 2013, 7 (3), 182–208.10.1080/17489725.2013.819449
48. S.Kaiser, ; M.Khider, ; P.Robertson, A Pedestrian Navigation System Using a Map-Based Angular Motion Model for Indoor and Outdoor Environments. J. Location Based Serv. 2013, 7 (1), 44–63.10.1080/17489725.2012.698110
49. H.A.Karimi, ; P.Kasemsuppakorn, Pedestrian Network Map Generation Approaches and Recommendation. Int. J. Geogr. Inf. Sci. 2013, 27 (5), 947–962.10.1080/13658816.2012.730148
50. L.Yang, ; M.Worboys, Generation of Navigation Graphs for Indoor Space. Int. J. Geogr. Inf. Sci. 2015, 29 (10), 1737–1756.10.1080/13658816.2015.1041141
51. J.Torres-Sospedra, ; J.Avariento, ; D.Rambla, ; R.Montoliu, ; S.Casteleyn, ; M.Benedito-Bordonau, ; M.Gould, ; J.Huerta, Enhancing Integrated Indoor/Outdoor Mobility in a Smart Campus. Int. J. Geogr. Inf. Sci. 2015, 29 (11), 1955–1968.10.1080/13658816.2015.1049541
52. R.Li, ; A.Korda, ; M.Radtke, ; A.Schwering, Visualising Distant off-Screen Landmarks on Mobile Devices to Support Spatial Orientation. J. Location Based Serv. 2014, 8 (3), 166–178.10.1080/17489725.2014.978825
53. M.Trapp, ; L.Schneider, ; C.Lehmann, ; N.Holz, ; J.Döllner, Strategies for Visualising 3D Points-of-Interest on Mobile Devices. J. Location Based Serv. 2011, 5 (2), 79–99.10.1080/17489725.2011.579579
54. B.Huang, ; Y.Gao, Ubiquitous Indoor Vision Navigation Using a Smart Device. Geo-Spatial Inf. Sci. 2013, 16 (3), 177–185.10.1080/10095020.2013.817110
55. S.Pasewaldt, ; A.Semmo, ; M.Trapp, ; J.Döllner, Multi-Perspective 3D Panoramas. Int. J. Geogr. Inf. Sci. 2014, 28 (10), 2030–2051.10.1080/13658816.2014.922686
56. B.F.G.Katz, ; S.Kammoun, ; G.Parseihian, ; O.Gutierrez, ; A.Brilhault, ; M.Auvray, ; P.Truillet, ; M.Denis, ; S.Thorpe, ; C.Jouffrais, NAVIG: Augmented Reality Guidance System for the Visually Impaired. Virtual Reality 2012, 16 (4), 253–269.10.1007/s10055-012-0213-6
57. B.N.Walker, ; J.Lindsay, Using Virtual Environments to Prototype Auditory Navigation Displays. Assistive Technol. 2005, 17 (1), 72–81.10.1080/10400435.2005.10132097
58. C.J.Schroder, ; W.A.Mackaness, ; B.M.Gittings, Giving the ‘Right’ Route Directions: The Requirements for Pedestrian Navigation Systems. Trans. GIS 2011, 15 (3), 419–438.10.1111/j.1467-9671.2011.01266.x
59. I.Hussain, ; L.Chen, ; H.T.Mirza, ; K.Xing, ; G.Chen, A Comparative Study of Sonification Methods to Represent Distance and Forward-Direction in Pedestrian Navigation. Int. J. Human Comput. Interact. 2014, 30 (9), 740–751.10.1080/10447318.2014.925381
60. H.H.Chang, Which One Helps Tourists Most? Perspectives of International Tourists Using Different Navigation Aids. Tourism Geogr. 2015, 17 (3), 350–369.10.1080/14616688.2015.1016099
61. A.Jalalian, ; S.K.Chalup, ; M.J.Ostwald, Architectural Evaluation of Simulated Pedestrian Spatial Behaviour. Architectural Sci. Rev. 2011, 54 (2), 132–140.
62. L.E.M.Grierson, ; J.Zelek, ; I.Lam, ; S.E.Black, ; H.Carnahan, Application of a Tactile Way-Finding Device to Facilitate Navigation in Persons with Dementia. Assistive Technol. 2011, 23 (2), 108–115.10.1080/10400435.2011.567375
63. S.K.Dewali, ; J.C.Joshi, ; A.Ganju, ; A.Snehmani,. A GPS-Based Real-Time Avalanche Path Warning and Navigation System. Geomat. Nat. Hazard. Risk 2014, 5 (1), 56–80.10.1080/19475705.2012.762429
64. H.A.Karimi, ; D.Asavasuthirakul, A Novel Optimal Routing for Navigation Systems/Services Based on Global Navigation Satellite System Quality of Service. J. Intell. Transp. Syst. 2014, 18 (3), 286–298.10.1080/15472450.2013.836927
65. S.Moafipoor, Intelligent Personal Navigator Supported by Knowledge-Based Systems for Estimating Dead Reckoning Navigation Parameters. Doctoral Dissertation, The Ohio State University, 2009.
66. J.Bojja, ; M.Kirkko-Jaakkola, ; J.Collin, ; J.Takala, Indoor Localization Methods Using Dead Reckoning and 3D Map Matching. J. Signal Process. Syst. 2014, 76, 301–312.10.1007/s11265-013-0865-9
67. L.-T.Hsu, ; Y.Gu, ; S.Kamijo,. 3D Building Model-Based Pedestrian Positioning Method Using GPS/GLONASS/QZSS and Its Reliability Calculation. GPS Solut. [Online] 2015. DOI: 10.1007/s10291-015-0451-7. http://link.springer.com/article/10.1007%2Fs10291-015-0451-7
68. L.Ruotsalainen, ; H.Kuusniemi, ; M.Z.H.Bhuiyan, A Two-Dimensional Pedestrian Navigation Solution Aided with a Visual Gyroscope and a Visual Odometer. GPS Solut. 2013, 17 (4), 575–586.10.1007/s10291-012-0302-8
69. S.Tomažič, ; I.Škrjanc, Fusion of Visual Odometry and Inertial Navigation System on a Smartphone. Comput. Ind. 2015, 74, 119–134.10.1016/j.compind.2015.05.003
70. J.B.Bancroft, Multiple Inertial Measurement Unit Fusion for Pedestrian Navigation. Doctoral Dissertation, University of Calgary, 2010.
71. W.Feng, ; H.Zhao, ; Q.Zhao, ; J.Li, Integration of GPS and Low Cost INS for Pedestrian Navigation Aided by Building Layout. Chin. J. Aeronaut. 2013, 26 (5), 1283–1289.10.1016/j.cja.2013.07.027
72. F.Zampella, ; A.Bahillo, ; J.Prieto, ; A.R.Jiménez, ; F.Seco, Pedestrian Navigation Fusing Inertial and RSS/TOF Measurements with Adaptive Movement/Measurement Models: Experimental Evaluation and Theoretical Limits. Sens. Actuators A 2013, 203, 249–260.10.1016/j.sna.2013.08.028
73. E.Mok, ; K.Y.Yuen, A Study on the Use of Wi-Fi Positioning Technology for Wayfinding in Large Shopping Centers. Asian Geogr. 2013, 30 (1), 55–64.10.1080/10225706.2013.789971
74. Y.-J.Chang, ; T.-Y.Wang, Indoor Wayfinding Based on Wireless Sensor Networks for Individuals with Multiple Special Needs. Cybern. Syst. 2010, 41 (4), 317–333.10.1080/01969721003778584
75. M.Pielot, ; S.Boll, Tactile Wayfinder: Comparison of Tactile Waypoint Navigation with Commercial Pedestrian Navigation Systems. In Pervasive Computing: P.Floréen,, A.Krüger,, M.Spasojevic,, Eds.; Springer-Verlag: Berlin, 2010; pp 76–93.10.1007/978-3-642-12654-3
76. A.K.Dey, Understanding and Using Context. Personal Ubiquitous Comput. 2001, 5 (1), 4–7.10.1007/s007790170019
77. A.Schmidt, ; K.van Laerhoven, How to Build Smart Appliances? IEEE Personal Commun. 2001, 8 (4), 66–71.10.1109/98.944006
78. L.Barkhuus, ; A.Dey, Is Context-Aware Computing Taking Control Away from the User? Three Levels of Interactivity Examined. In Proceedings 5th International Symposium on Ubiquitous Computing, Seattle, WA, 2003; pp 149–156.
79. A.Oulasvirta, ; E.Kurvinen, ; T.Kankainen, Understanding Contexts by Being There: Case Studies in Bodystorming. Personal Ubiquitous Comput. 2003, 7 (2), 125–134.10.1007/s00779-003-0238-7
80. J.Fernald, Sense of Direction: The Director and His Actors; Stein and Day, New York, 1968.
81. A.Millonig, ; K.Schechtner, Decision Loads and Route Qualities for Pedestrian Key Requirements for the Design of Pedestrian Navigation Services. In Pedestrian and Evacuation Dynamics; N.Waldau,, P.Gattermann,, H.Knoflacher,, M.Schreckenberg,, Eds.; Springer-Verlag: Berlin, 2005; pp 109–118.
82. P.Treble, GPS Leaves Europeans Lost in Space. Maclean’s 2008, 121 (16), 31.
83. J.Berger, Whom Do You Believe, G.P.S. or Your Own Eyes? The New York times 2008, 57 (54223), 1(L).
84. S.G.Hart, ; L.E.Staveland, Development of NASA-TLX Task Load Index: Results of Empirical and Theoretical Research. Human Mental Workload 1988, 52 (3), 139–183.10.1016/S0166-4115(08)62386-9
85. L.Ovstedal, ; E.Ryeng, Understanding Pedestrian Comfort in European Cities: How to Improve Walking Conditions? In European Transport Conference 2002, Cambridge, UK, September 9−11, 2002.
86. B.Landis, ; V.Vattikuti, ; R.Ottenberg, ; D.S.McLeod, ; M.Guttenplan, Modeling the Roadside Walking Environment: Pedestrian Level of Service. Transp. Res. Record J. Transp. Res. Board 2001, 1773, 82–88.10.3141/1773-10
87. S.Sarkar, Qualitative Evaluation of Comfort Needs in Urban Walkways in Major Activity Centers. Transp. Q. 2003, 57 (4), 39–59.
88. T.Ross, ; A.J.May, ; P.J.Grimsley, Using Traffic Light Information as Navigational Cues: Implications for Navigation System Design. Transp. Res. Part F Traffic Psychol. Behav. 2004, 7 (2), 119–134.10.1016/j.trf.2004.02.004
89. S.Fickas, ; M.Sohlberg, ; P.-F.Hung, Route-following Assistance for Travelers with Cognitive Impairments: A Comparison of Four Prompt Modes. Int. J. Human Comput. Studies 2008, 66 (12), 876–888.10.1016/j.ijhcs.2008.07.006
90. D.R.Montello, Spatial Cognition. In International Encyclopedia of the Social & Behavioral Sciences: N.J.Smelser, and P.B.Baltes,, Eds.; Pergamon Press: Oxford, 2001; pp 14771–14775.
91. B.J.L.Berry, Interdependency of Spatial Structure and Spatial Behavior: A General Field Theory Formulation. Pap. Regional Sci. Assoc. 1968, 21 (1), 205–227.10.1007/BF01952730
92. J.P.Spencer, ; V.R.Simmering, ; A.R.Schutte, Toward a Formal Theory of Flexible Spatial Behavior: Geometric Category Biases Generalize across Pointing and Verbal Response Types. J. Exp. Psychol. Human Percept. Perform 2006, 32 (2), 473–490.
93. H.A.Taylor, ; T.T.Brunyé, ; S.T.Taylor, Spatial Mental Representation: Implications for Navigation System Design. Rev. Human Factors Ergon. 2008, 4, 1–40.10.1518/155723408X342835
94. R.G.Golledge, ; G.Rushton, Spatial Choice and Spatial Behavior: Geographic Essays on the Analysis of Preferences and Perceptions; Ohio State University Press: Columbus, 1976.
95. J.X.Eguia, 2008. Foundations of Spatial Preferences. http://www.nyu.edu/gsas/dept/politics/faculty/eguia/eguialp08.pdf (accessed Sept 6, 2015).
96. A.Weinstein Agrawal, ; M.Schlossberg, ; K.Irvin, How Far, by Which Route and Why? A Spatial Analysis of Pedestrian Preference. J. Urban Design 2008, 13 (1), 81–98.10.1080/13574800701804074
97. F.Pazzaglia, ; R.De Beni, Strategies of Processing Spatial Information in Survey and Landmark-Centred Individuals. Eur. J. Cognit. Psychol. 2001, 13 (4), 493–508.10.1080/09541440125778
98. H.Guntrip, Personality Structure and Human Interaction: The Developing Synthesis of Psychodynamic Theory; The Hogarth Press: London, 1961.
99. B.A.Nardi, Context and Consciousness: Activity Theory and Human–Computer Interaction; Massachusetts Institute of Technology Press: Boston, 1996.
100. N.Hollender, ; C.Hofmann, ; M.Deneke, ; B.Schmitz, Integrating Cognitive Load Theory and Concepts of Human-Computer Interaction. Comput. Human Behav. 2010, 26 (6), 1278–1288.10.1016/j.chb.2010.05.031
101. T.E.Smith, A Choice Theory of Spatial Interaction. Regional Sci. Urban Econ. 1975, 5 (2), 137–176.10.1016/0166-0462(75)90002-2
102. F.Stetzer, ; A.G.Phipps, Spatial Choice Theory and Spatial Indifference: A Comment. Geogr. Anal. 1977, 9 (4), 400–403.
103. W.Alonso, A Theory of Movements. In Human Settlement Systems: International Perspectives on Structure, Change and Public Policy: N.M.Hansen,, Ed.; Ballinger: Cambridge, MA, 1978; pp 197–212.
104. H.Timmermans, ; A.Borgers, Dynamic Models of Choice Behavior: Some Fundamentals and Trends. In Urban Dynamics and Spatial Choice Behaviour: J.Hauer,, H.Timmermans, and N.Wrigley,, Eds.; Kluwer Academic Publishers: Dordrecht, 1989; pp 3–26.10.1007/978-94-009-1009-6
105. C.G.Prato, Route Choice Modeling: Past, Present and Future Research Directions. J. Choice Modell. 2009, 2 (1), 65–100.10.1016/S1755-5345(13)70005-8
106. F.Gaunet, Verbal Guidance Rules for a Localized Wayfinding Aid Intended for Blind-Pedestrians in Urban Areas. Univ. Access Inf. Soc. 2006, 4 (4), 338–353.10.1007/s10209-003-0086-2
107. M.Roger, ; N.BonnardeI, ; L.Le Bigot, Improving Navigation Messages for Mobile Urban Guides: Effects of the Guide’s Interlocutor Model, Spatial Abilities and Use of Landmarks on Route Description. Int. J. Ind. Ergon. 2009, 39 (3), 509–515.10.1016/j.ergon.2008.10.009
108. H.Huang, ; G.Gartner, A Survey of Mobile Indoor Navigation Systems. In Cartography in Central and Eastern Europe; G.Gartner, and F.Ortag,, Eds.; Springer-Verlag: Berlin, 2009; pp 305–319.10.1007/978-3-642-03294-3
109. N.Fallah, ; I.Apostolopoulos, ; K.Bekris, ; E.Folmer, Indoor Human Navigation Systems: A Survey. Interact. Comput. 2013, 25 (1), 21–33.
110. G.Retscher, Multi-Sensor Systems for Pedestrian Navigation and Guidance Services. In Advances in Mobile Mapping Technology: C.V.Tao, and J.Li,, Eds.; Taylor & Francis Group: London, 2007; pp 89–94.
111. R.Harle, A Survey of Indoor Inertial Positioning Systems for Pedestrians. IEEE Commun. Surv. Tutorials 2013, 15 (3), 1281–1293.10.1109/SURV.2012.121912.00075
112. L.Cao, ; P.S.Yu, Behavior Computing: Modeling, Analysis, Mining and Decision; Springer-Verlag: London, 2012.10.1007/978-1-4471-2969-1
113. Y.Liu, ; X.Liu, ; S.Gao, ; L.Gong, ; C.Kang, ; Y.Zhi, ; G.Chi, ; L.Shi, Social Sensing: A New Approach to Understanding Our Socioeconomic Environments. Ann. Assoc. Am. Geogr. 2015, 105 (3), 512–530.10.1080/00045608.2015.1018773
114. M.Schmid Mast, ; D.Gatica-Perez, ; D.Frauendorfer, ; L.Nguyen, ; T.Choudhury, Social Sensing for Psychology: Automated Interpersonal Behavior Assessment. Curr. Direct. Psychol. Sci. 2015, 24 (2), 154–160.10.1177/0963721414560811
115. D.R.Large, ; G.E.Burnett, The Effect of Different Navigation Voices on Trust and Attention While Using in-Vehicle Navigation Systems. J. Safety Res. 2014, 49, 69–75.
116. S.Holland, ; D.R.Morse, ; H.Gedenryd, AudioGPS: Spatial Audio Navigation with a Minimal Attention Interface. Personal Ubiquitous Comput. 2002, 6 (4), 253–259.10.1007/s007790200025
117. M.R.Hill, Spatial Structure and Decision-Making of Pedestrian Route Selection through an Urban Environment. Ph.D. Thesis, University Microfilms International, 1982.
118. P.G.Gipps, Simulation of Pedestrian Traffic in Buildings. Schriftenreihe des Instituts für Verkehrswesen, Institut für Verkehrswesen, Vol. 35, IfV: Karlsruhe, 1987.
119. J.A.F.Teklenburg, ; H.J.P.Timmermans, ; A.W.J.Borgers, Changes in Urban Layout and Pedestrian Flows. Proc. Sem. a PTRC Eur. Transp. Forum 1993, P363, 97–108.
120. C.Y.Cheung, ; W.H.K.Lam, Pedestrian Route Choices between Escalator and Stairway in MTR Stations. J. Transp. Eng. 1998, 124 (3), 277–285.10.1061/(ASCE)0733-947X(1998)124:3(277)
121. F.Chersi, ; G.Pezzulo, Using Hippocampal-Striatal Loops for Spatial Navigation and Goal-Directed Decision-Making. Cognit. Process. 2012, 13 (S1), 125–129.10.1007/s10339-012-0475-7
122. D.Helbing, ; P.Molnár, Social Force Model for Pedestrian Dynamics. Phys. Rev. E 1995, 51 (5), 4282–4286.10.1103/PhysRevE.51.4282
123. D.Helbing, ; P.Molnár, ; I.J.Farkas, ; K.Bolay, Self-Organizing Pedestrian Movement. Environ. Planning B 2001, 28 (3), 361–383.10.1068/b2697
124. S.P.Hoogendoorn, Pedestrian Route-Choice and Activity Scheduling Theory and Models. Transp. Res. Part B 2004, 38 (2), 169–190.10.1016/S0191-2615(03)00007-9
125. G.Antonini, ; M.Bierlaire, ; M.Weber, Discrete Choice Models of Pedestrian Walking Behavior. Transp. Res. Part B 2006, 40 (8), 667–687.10.1016/j.trb.2005.09.006
126. J.M.Usher, ; L.Strawderman, Simulating Operational Behaviors of Pedestrian Navigation. Comput. Ind. Eng. 2010, 59 (4), 736–747.
127. J.Zacharias, Pedestrian Behavior Pedestrian Behavior and Perception in Urban Walking Environments. J. Planning Literature 2001, 16 (1), 3–18.10.1177/08854120122093249
128. N.Owen, ; E.Cerin, ; E.Leslie, ; L.duToit, ; N.Coffee, ; L.D.Frank, ; A.E.Bauman, ; G.Hugo, ; B.E.Saelens, ; J.F.Sallis, Neighborhood Walkability and the Walking Behavior of Australian Adults. Am. J. Preventive Med. 2007, 33 (5), 387−395.
129. E.Leslie, ; N.Coffee, ; L.Frank, ; N.Owen, ; A.Bauman, ; G.L.Hugo, Walkability of Local Communities: Using Geographic Information Systems to Objectively Assess Relevant Environmental Attributes. Health Place 2007, 13 (1), 111–122.
130. N.T.Coffee, ; N.Howard, ; C.Paquet, ; G.Hugo, ; M.Daniel, Is Walkability Associated with a Lower Cardiometabolic Risk? Health Place 2013, 21, 163–169.
131. G.J.Andrews, ; E.Hall, ; B.Evans, ; R.Colls, Moving beyond Walkability: On the Potential of Health Geography. Social Sci. Med. 2012, 75 (11), 1925–1932.
132. H.J.Miller, Measuring Space-Time Accessibility Benefits within Transportation Networks: Basic Theory and Computational Procedures. Geogr. Anal. 1999, 31 (1), 1–26.
133. M.-P.Kwan, Space-Time and Integrated Measures of Individual Accessibility: A Comparative Analysis Using a Point-Based Framework. Geogr. Anal. 1998, 30 (3), 191–216.
134. D.Ettema, ; H.Timmermans, Space-Time Accessibility under Conditions of Uncertain Travel times: Theory and Numerical Simulations. Geogr. Anal. 2007, 39 (2), 217–240.10.1111/gean.2007.39.issue-2
135. Z.Fang, ; W.Tu, ; Q.Li, A Multi-Objective Approach to Scheduling Joint Participation with Variable Space and Time Preferences and Opportunities. J. Transp. Geogr. 2011, 19 (4), 623–634.10.1016/j.jtrangeo.2010.06.019
136. T.Neutens, ; M.Delafontaine, ; D.M.Scott, ; P.De Maeyer, An Analysis of Day-to-Day Variations in Individual Space-Time Accessibility. J. Transp. Geogr. 2012, 23, 81–91.10.1016/j.jtrangeo.2012.04.001
137. J.Marschak, Rational Behavior, Uncertain Prospects, and Measurable Utility. Econometrica 1950, 18 (2), 111–141.10.2307/1907264
138. V.Hollink, ; M.van Someren, ; B.J.Wielinga, Navigation Behavior Models for Link Structure Optimization. User Model. User Adapt. Interact. 2007, 17 (4), 339–377.10.1007/s11257-007-9030-0
139. L.T.Kozlowski, ; K.J.Bryant, Sense of Direction, Spatial Orientation, and Cognitive Maps. J. Exp. Psychol. Human Percept. Perform. 1977, 3 (4), 590–598.
140. E.Hering, Spatial Sense and Movements of the Eye; American Academy of Optometry: Oxford, 1942.
141. G.Westheimer, The Spatial Sense of the Eye. Invest. Ophthalmol. Visual Sci. 1979, 18 (9), 893–912.
142. C.Thinus-Blanc, ; F.Gaunet, Representation of Space in Blind Persons: Vision as a Spatial Sense? Psychol. Bull. 1997, 121 (1), 20–42.10.1037/0033-2909.121.1.20
143. R.A.Hart, ; G.T.Moore, The Development of Spatial Cognition: A Review. In Image & Environment: Cognitive Mapping and Spatial Behavior: R.M.Downs, and D.Stea,, Eds.; Aldine Transaction: New Brunswick, NJ, 1973; pp 246–288.
144. A.Herskovits, Language and Spatial Cognition; Cambridge University Press: New York, 1987.
145. H.Couclelis, ; R.G.Golledge, ; N.Gale, ; W.Tobler, Exploring the Anchor-Point Hypothesis of Spatial Cognition. J. Environ. Psychol. 1987, 7 (2), 99–122.10.1016/S0272-4944(87)80020-8
146. P.W.Halligan, ; G.R.Fink, ; J.C.Marshall, ; G.Vallar, Spatial Cognition: Evidence from Visual Neglect. Trends Cognit. Sci. 2003, 7 (3), 125–133.10.1016/S1364-6613(03)00032-9
147. A.Lorenz, ; C.Thierbach, ; N.Baur, ; T.H.Kolbe, Map Design Aspects, Route Complexity, or Social Background? Factors Influencing User Satisfaction with Indoor Navigation Maps. Cartogr. Geogr. Inform. Sci. 2013, 40 (3), 201–209.10.1080/15230406.2013.807029
148. P.Pahlavani, ; F.Samadzadegan, ; M.R.Delavar, A GIS-Based Approach for Urban Multi-Criteria Quasi Optimized Route Guidance by Considering Unspecified Site Satisfaction. In Geographic Information Science-4th International Conference, GIScience 2006, Münster, Germany, September 20–23, 2006; M.Raubal,, H.J.Miller,, A.U.Frank, and M.F.Goodchild,, Eds.; Proceedings, Springer-Verlag: Berlin, 2006; pp 287–303.
149. E.Rukzio, ; M.Müller, ; R.Hardy, Design, Implementation and Evaluation of a Novel Public Display for Pedestrian Navigation: The Rotating Compass. In CHI’09 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems; ACM: New York, 2009; pp 113−122.
150. P.-C.Lin, ; L.-W.Chien, The Effects of Gender Differences on Operational Performance and Satisfaction with Car Navigation Systems. Int. J. Human Comput. Studies 2010, 68 (10), 777–787.10.1016/j.ijhcs.2010.06.006