메뉴 건너뛰기




Volumn 68, Issue , 2016, Pages 285-299

The promises of big data and small data for travel behavior (aka human mobility) analysis

Author keywords

Big data; Human mobility; Small data; Transportation planning; Travel behavior

Indexed keywords

BIG DATA;

EID: 84963969040     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.trc.2016.04.005     Document Type: Review
Times cited : (471)

References (140)
  • 1
    • 38949169313 scopus 로고    scopus 로고
    • A Mobile Phone for Every Living Person in Western Europe: Penetration Hits 100%
    • Communities Dominate Brands, 2013.
    • Ahonen, T.T., Moore, A., 2006. A Mobile Phone for Every Living Person in Western Europe: Penetration Hits 100%. Communities Dominate Brands, 2013.
    • (2006)
    • Ahonen, T.T.1    Moore, A.2
  • 2
    • 84963982079 scopus 로고    scopus 로고
    • (retrieved July 29, 2013)
    • AIRSAGE How Accurate is the Data? (retrieved July 29, 2013). http://www.umweltmanager.net/recyclingsuche-app.
    • How Accurate is the Data?
  • 4
    • 84940458878 scopus 로고    scopus 로고
    • Origin-destination trips by purpose and time of day inferred from mobile phone data
    • Alexander L., Jiang S., Murga M., Gonzalez M. Origin-destination trips by purpose and time of day inferred from mobile phone data. Transp. Res. Part C 2015, 58:240-250.
    • (2015) Transp. Res. Part C , vol.58 , pp. 240-250
    • Alexander, L.1    Jiang, S.2    Murga, M.3    Gonzalez, M.4
  • 5
    • 84858602938 scopus 로고    scopus 로고
    • 'The Grey Escape': How and why are older people using their free bus passes?
    • Andrews G., Parkhurst G., Susilo Y.O., Shaw J. 'The Grey Escape': How and why are older people using their free bus passes?. J. Transp. Plann. Technol. 2012, 35(1):3-15.
    • (2012) J. Transp. Plann. Technol. , vol.35 , Issue.1 , pp. 3-15
    • Andrews, G.1    Parkhurst, G.2    Susilo, Y.O.3    Shaw, J.4
  • 6
    • 84883392868 scopus 로고    scopus 로고
    • 80 weeks of GPS-traces: approaches to enriching the trip information
    • Arbeitsbericht Verkehrs- und Raumplanung. ETH, Eidgenössische Technische Hochschule Zürich, Institut für Verkehrsplanung und Transportsysteme, 178.
    • Axhausen, K.W., Schonfelder, S., Wolf, J., Oliveira, M., Samaga, U., 2003. 80 weeks of GPS-traces: approaches to enriching the trip information. Arbeitsbericht Verkehrs- und Raumplanung. ETH, Eidgenössische Technische Hochschule Zürich, Institut für Verkehrsplanung und Transportsysteme, 178.
    • (2003)
    • Axhausen, K.W.1    Schonfelder, S.2    Wolf, J.3    Oliveira, M.4    Samaga, U.5
  • 8
    • 0042273964 scopus 로고    scopus 로고
    • The impact of residential neighborhood type on travel behavior: a structural equations modeling approach
    • Bagley M.N., Mokhtarian P.L. The impact of residential neighborhood type on travel behavior: a structural equations modeling approach. Ann. Reg. Sci. 2002, 36:279-297.
    • (2002) Ann. Reg. Sci. , vol.36 , pp. 279-297
    • Bagley, M.N.1    Mokhtarian, P.L.2
  • 9
    • 34548433942 scopus 로고    scopus 로고
    • Blohbaum Social context, morality, and the use of public transportation: two field studies
    • Bamberg S., Hunecke M., Blohbaum Social context, morality, and the use of public transportation: two field studies. J. Environ. Psychol. 2007, 27(3):190-203.
    • (2007) J. Environ. Psychol. , vol.27 , Issue.3 , pp. 190-203
    • Bamberg, S.1    Hunecke, M.2
  • 10
    • 0037328148 scopus 로고    scopus 로고
    • Does habitual car use not lead to more resistance to change of travel mode?
    • Bamberg S., Rolle D., Weber C. Does habitual car use not lead to more resistance to change of travel mode?. Transportation 2003, 30:97-108.
    • (2003) Transportation , vol.30 , pp. 97-108
    • Bamberg, S.1    Rolle, D.2    Weber, C.3
  • 11
    • 77956401145 scopus 로고    scopus 로고
    • Mobility profiler: a framework for discovering mobility profiles of cell phone users
    • Bayir M.A., Demirbas M., Eagle N. Mobility profiler: a framework for discovering mobility profiles of cell phone users. Pervasive Mobile Comput. 2010, 6:435-454.
    • (2010) Pervasive Mobile Comput. , vol.6 , pp. 435-454
    • Bayir, M.A.1    Demirbas, M.2    Eagle, N.3
  • 12
    • 0003137291 scopus 로고
    • Discrete choice models with latent choice sets
    • Ben-Akiva M., Boccara B. Discrete choice models with latent choice sets. Int. J. Res. Mark. 1995, 12:9-24.
    • (1995) Int. J. Res. Mark. , vol.12 , pp. 9-24
    • Ben-Akiva, M.1    Boccara, B.2
  • 14
    • 0003084241 scopus 로고    scopus 로고
    • Flexible model structures for discrete choice analysis
    • Pergamon, Amsterdam, D. Hensher, K. Button (Eds.)
    • Bhat C. Flexible model structures for discrete choice analysis. Handbook of Transport Modeling 2000, 71-89. Pergamon, Amsterdam. D. Hensher, K. Button (Eds.).
    • (2000) Handbook of Transport Modeling , pp. 71-89
    • Bhat, C.1
  • 15
    • 84948451086 scopus 로고    scopus 로고
    • Predicting poverty and wealth from mobile phone metadata
    • Blumenstock J., Cadamuro C., On R. Predicting poverty and wealth from mobile phone metadata. Science 2015, 350(6264):1073-1076.
    • (2015) Science , vol.350 , Issue.6264 , pp. 1073-1076
    • Blumenstock, J.1    Cadamuro, C.2    On, R.3
  • 17
    • 67349167011 scopus 로고    scopus 로고
    • Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: a large-scale application in the Netherlands
    • Bohte W., Maat K. Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: a large-scale application in the Netherlands. Transp. Res. Part C 2009, 17:285-297.
    • (2009) Transp. Res. Part C , vol.17 , pp. 285-297
    • Bohte, W.1    Maat, K.2
  • 19
    • 53149123601 scopus 로고    scopus 로고
    • Exploring spatial variety in patterns of activity-travel behaviour: initial results from the Toronto Travel-Activity Panel Survey (TTAPS)
    • Buliung R.N., Roorda M.J., Remmel T.K. Exploring spatial variety in patterns of activity-travel behaviour: initial results from the Toronto Travel-Activity Panel Survey (TTAPS). Transp. Res. Part A 2008, 35:697-722.
    • (2008) Transp. Res. Part A , vol.35 , pp. 697-722
    • Buliung, R.N.1    Roorda, M.J.2    Remmel, T.K.3
  • 21
    • 84870183932 scopus 로고    scopus 로고
    • Understanding individual mobility patterns from urban sensing data: a mobile phone trace example
    • Calabrese F., Diao M., Lorenzo G.D., Ferreira J., Ratti C. Understanding individual mobility patterns from urban sensing data: a mobile phone trace example. Transp. Res. Part C 2013, 26:301-313.
    • (2013) Transp. Res. Part C , vol.26 , pp. 301-313
    • Calabrese, F.1    Diao, M.2    Lorenzo, G.D.3    Ferreira, J.4    Ratti, C.5
  • 23
    • 31044439019 scopus 로고    scopus 로고
    • The influences of the built environment and residential self-selection on pedestrian behavior: evidence from Austin, TX
    • Cao X., Handy S.L., Mokhtarian P.L. The influences of the built environment and residential self-selection on pedestrian behavior: evidence from Austin, TX. Transportation 2006, 33:1-20.
    • (2006) Transportation , vol.33 , pp. 1-20
    • Cao, X.1    Handy, S.L.2    Mokhtarian, P.L.3
  • 24
    • 44949261130 scopus 로고    scopus 로고
    • Differentiating the influence of accessibility, attitudes, and demographics on stop participation and frequency during the evening commute
    • Cao X., Mokhtarian P., Handy S. Differentiating the influence of accessibility, attitudes, and demographics on stop participation and frequency during the evening commute. Environ. Plann. B 2008, 35:431-442.
    • (2008) Environ. Plann. B , vol.35 , pp. 431-442
    • Cao, X.1    Mokhtarian, P.2    Handy, S.3
  • 25
    • 58549118051 scopus 로고    scopus 로고
    • Time taken for residents to adopt a new public transport service: examining heterogeneity through duration modeling
    • Chatterjee K., Ma K. Time taken for residents to adopt a new public transport service: examining heterogeneity through duration modeling. Transportation 2009, 36:1-25.
    • (2009) Transportation , vol.36 , pp. 1-25
    • Chatterjee, K.1    Ma, K.2
  • 26
    • 84930820038 scopus 로고    scopus 로고
    • Special issue: emerging, passively generated datasets for travel behavior and policy analysis
    • Chen C., Batty M., van Vuren T. Special issue: emerging, passively generated datasets for travel behavior and policy analysis. Transportation 2015, 42(4):537-540.
    • (2015) Transportation , vol.42 , Issue.4 , pp. 537-540
    • Chen, C.1    Batty, M.2    van Vuren, T.3
  • 27
    • 84905217736 scopus 로고    scopus 로고
    • From sightings to activity locations: how well can we guess the locations visited from mobile phone sightings
    • Chen C., Bian L., Ma J. From sightings to activity locations: how well can we guess the locations visited from mobile phone sightings. Transp. Res. Part C 2014, 46(10):326-337.
    • (2014) Transp. Res. Part C , vol.46 , Issue.10 , pp. 326-337
    • Chen, C.1    Bian, L.2    Ma, J.3
  • 28
    • 70350521695 scopus 로고    scopus 로고
    • Historical deposition influence in residential location decisions: a distance-based GEV model for spatial correlation
    • Chen C., Chen J., Timmermans H. Historical deposition influence in residential location decisions: a distance-based GEV model for spatial correlation. Environ. Plann. A 2009, 41(11):2760-2777.
    • (2009) Environ. Plann. A , vol.41 , Issue.11 , pp. 2760-2777
    • Chen, C.1    Chen, J.2    Timmermans, H.3
  • 29
    • 77957900733 scopus 로고    scopus 로고
    • Evaluating the feasibility of a passive travel survey collection in a complex urban environment: lessons learned from the New York City case study
    • Chen C., Gong H., Lawson C., Bialostozky E. Evaluating the feasibility of a passive travel survey collection in a complex urban environment: lessons learned from the New York City case study. Transp. Res. Part A 2010, 44(10):830-840.
    • (2010) Transp. Res. Part A , vol.44 , Issue.10 , pp. 830-840
    • Chen, C.1    Gong, H.2    Lawson, C.3    Bialostozky, E.4
  • 30
    • 42449134927 scopus 로고    scopus 로고
    • Role of the built environment on mode choice decisions: additional evidence on the impact of density
    • Chen C., Gong H., Paaswell R. Role of the built environment on mode choice decisions: additional evidence on the impact of density. Transportation 2008, 35(3):285-299.
    • (2008) Transportation , vol.35 , Issue.3 , pp. 285-299
    • Chen, C.1    Gong, H.2    Paaswell, R.3
  • 31
    • 82755196280 scopus 로고    scopus 로고
    • Decomposing residential self-selection via a life course perspective
    • Chen C., Lin H. Decomposing residential self-selection via a life course perspective. Environ. Plann. A 2011, 43(11):2608-2625.
    • (2011) Environ. Plann. A , vol.43 , Issue.11 , pp. 2608-2625
    • Chen, C.1    Lin, H.2
  • 32
    • 84868159800 scopus 로고    scopus 로고
    • How far do people search? Analyzing the roles of housing supply, intra-household dynamics, and the use of information channels
    • Chen C., Lin H. How far do people search? Analyzing the roles of housing supply, intra-household dynamics, and the use of information channels. Housing Stud. 2012, 27(7):898-914.
    • (2012) Housing Stud. , vol.27 , Issue.7 , pp. 898-914
    • Chen, C.1    Lin, H.2
  • 33
    • 84930822509 scopus 로고    scopus 로고
    • Sensitivity of location-sharing services data: evidence from American travel pattern
    • Chen Z., Schintler L.A. Sensitivity of location-sharing services data: evidence from American travel pattern. Transportation 2015, 42(4):669-682.
    • (2015) Transportation , vol.42 , Issue.4 , pp. 669-682
    • Chen, Z.1    Schintler, L.A.2
  • 35
    • 81255197955 scopus 로고    scopus 로고
    • Changes in variations of travel time expenditure: some methodological considerations and empirical results from German mobility panel
    • Chikaraishi M., Fujiwara A., Zhang J., Axhausen K.W., Zumkeller D. Changes in variations of travel time expenditure: some methodological considerations and empirical results from German mobility panel. Transp. Res. Rec. 2011, 2230:121-131.
    • (2011) Transp. Res. Rec. , vol.2230 , pp. 121-131
    • Chikaraishi, M.1    Fujiwara, A.2    Zhang, J.3    Axhausen, K.W.4    Zumkeller, D.5
  • 36
    • 35349003197 scopus 로고    scopus 로고
    • A random regret-minimization model of travel choice
    • Chorus C.G., Arentze T., Timmermans H. A random regret-minimization model of travel choice. Transp. Res. Part B 2008, 42(1):1-18.
    • (2008) Transp. Res. Part B , vol.42 , Issue.1 , pp. 1-18
    • Chorus, C.G.1    Arentze, T.2    Timmermans, H.3
  • 37
    • 33748466494 scopus 로고    scopus 로고
    • Response to transit information among car drivers: regret-based modeling and simulations
    • Chorus C.G., Molin E.J.E., van Wee G.P. Response to transit information among car drivers: regret-based modeling and simulations. Transp. Plann. Technol. 2006, 29(4):249-271.
    • (2006) Transp. Plann. Technol. , vol.29 , Issue.4 , pp. 249-271
    • Chorus, C.G.1    Molin, E.J.E.2    van Wee, G.P.3
  • 38
    • 84874255721 scopus 로고    scopus 로고
    • Mapping personal trip OD from probe data
    • Chung E., Kuwahara M. Mapping personal trip OD from probe data. Int. J. ITS Res. 2007, 5(1):1-6.
    • (2007) Int. J. ITS Res. , vol.5 , Issue.1 , pp. 1-6
    • Chung, E.1    Kuwahara, M.2
  • 39
    • 27544503541 scopus 로고    scopus 로고
    • A trip reconstruction tool for GPS-based personal travel surveys
    • Chung E.-H., Shalaby A. A trip reconstruction tool for GPS-based personal travel surveys. Transp. Plann. Technol. 2005, 28(5):381-401.
    • (2005) Transp. Plann. Technol. , vol.28 , Issue.5 , pp. 381-401
    • Chung, E.-H.1    Shalaby, A.2
  • 40
    • 84907008559 scopus 로고    scopus 로고
    • Life events and travel behaviour: exploring the interrelationship using UK household longitudinal study data
    • Clark B., Chatterjee K., Melia S., Knies G., Laurie H. Life events and travel behaviour: exploring the interrelationship using UK household longitudinal study data. J. Transp. Res. Rec. 2014, 2413:54-64.
    • (2014) J. Transp. Res. Rec. , vol.2413 , pp. 54-64
    • Clark, B.1    Chatterjee, K.2    Melia, S.3    Knies, G.4    Laurie, H.5
  • 41
    • 84963939131 scopus 로고    scopus 로고
    • Chatty Mobiles:Individual mobility and communication patterns
    • CoRR, abs/1301.6553.
    • Couronné, T., Raimond, A.O., Smoreda, Z., 2013. Chatty Mobiles:Individual mobility and communication patterns. CoRR, abs/1301.6553.
    • (2013)
    • Couronné, T.1    Raimond, A.O.2    Smoreda, Z.3
  • 42
    • 70349313631 scopus 로고    scopus 로고
    • Inferring social network structure using mobile phone data
    • Eagle N., Pentland A., Lazer D. Inferring social network structure using mobile phone data. Proc. Natl. Acad. Sci. (PNAS) 2009, 106(36):15274-15278.
    • (2009) Proc. Natl. Acad. Sci. (PNAS) , vol.106 , Issue.36 , pp. 15274-15278
    • Eagle, N.1    Pentland, A.2    Lazer, D.3
  • 43
    • 0008691260 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • In: Kdd.
    • Ester, M., Kriegel, H.-P., Sander, J., Xu, X., 1996. A density-based algorithm for discovering clusters in large spatial databases with noise. In: Kdd.
    • (1996)
    • Ester, M.1    Kriegel, H.-P.2    Sander, J.3    Xu, X.4
  • 44
    • 84963956189 scopus 로고    scopus 로고
    • (retrieved July 13, 2013)
    • Experian Simmons The 2011 Mobile Consumer Report (retrieved July 13, 2013). http://www.umweltmanager.net/recyclingsuche-app.
    • The 2011 Mobile Consumer Report
  • 45
    • 84861634702 scopus 로고    scopus 로고
    • Inter-call mobility model: a spatio-temporal refinement of call data records using a Gaussian mixture model
    • Ficek M., Kencl L. Inter-call mobility model: a spatio-temporal refinement of call data records using a Gaussian mixture model. Proceedings of INFOCOM, IEEE 2012.
    • (2012) Proceedings of INFOCOM, IEEE
    • Ficek, M.1    Kencl, L.2
  • 46
    • 0035998835 scopus 로고    scopus 로고
    • Model-based clustering, discriminant analysis and density estimation
    • Fraley C., Raftery A.E. Model-based clustering, discriminant analysis and density estimation. J. Am. Stat. Assoc. 2002, 97:611-632.
    • (2002) J. Am. Stat. Assoc. , vol.97 , pp. 611-632
    • Fraley, C.1    Raftery, A.E.2
  • 47
    • 74349107783 scopus 로고    scopus 로고
    • (retrieved July 1, 2015)
    • Freedman D. The Ecological Fallacy (retrieved July 1, 2015). http://www.umweltmanager.net/recyclingsuche-app.
    • The Ecological Fallacy
    • Freedman, D.1
  • 48
    • 0032063691 scopus 로고    scopus 로고
    • Reintroducing attitude theory in travel behavior research
    • Gärling T., Gillholm R., Gärling A. Reintroducing attitude theory in travel behavior research. Transportation 1998, 25:129-146.
    • (1998) Transportation , vol.25 , pp. 129-146
    • Gärling, T.1    Gillholm, R.2    Gärling, A.3
  • 50
    • 0037210635 scopus 로고    scopus 로고
    • Structural equation modeling for travel behavior research
    • Golob T.F. Structural equation modeling for travel behavior research. Transp. Res. Part B 2003, 37:1-25.
    • (2003) Transp. Res. Part B , vol.37 , pp. 1-25
    • Golob, T.F.1
  • 53
    • 84923288904 scopus 로고    scopus 로고
    • Inferring trip purposes and uncovering travel patterns from taxi trajectory data
    • Gong L., Liu X., Wu L., Liu Y. Inferring trip purposes and uncovering travel patterns from taxi trajectory data. Cartogr. Geogr. Inform. Sci. 2015, 43(2):103-114.
    • (2015) Cartogr. Geogr. Inform. Sci. , vol.43 , Issue.2 , pp. 103-114
    • Gong, L.1    Liu, X.2    Wu, L.3    Liu, Y.4
  • 54
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • Gonzalez M.C., Hidalgo C.A., Barabasi A.-L. Understanding individual human mobility patterns. Nature 2008, 453(5):779-782.
    • (2008) Nature , vol.453 , Issue.5 , pp. 779-782
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.-L.3
  • 55
    • 0032719935 scopus 로고    scopus 로고
    • Longitudinal analysis of activity and travel pattern dynamics using generalized mixed Markov latent class models
    • Goulias K.G. Longitudinal analysis of activity and travel pattern dynamics using generalized mixed Markov latent class models. Transp. Res. Part B 1999, 33:535-557.
    • (1999) Transp. Res. Part B , vol.33 , pp. 535-557
    • Goulias, K.G.1
  • 56
    • 34250478074 scopus 로고
    • What about people in regional science?
    • Hägerstrand T. What about people in regional science?. Papers Reg. Sci. Assoc. 1970, 24(1):6-21.
    • (1970) Papers Reg. Sci. Assoc. , vol.24 , Issue.1 , pp. 6-21
    • Hägerstrand, T.1
  • 57
    • 0002431625 scopus 로고
    • Assessing day-to-day variability in complex travel patterns
    • Hanson S., Huff J. Assessing day-to-day variability in complex travel patterns. Transp. Res. Rec.: J. Transp. Res. Board 1982, 891:18-24.
    • (1982) Transp. Res. Rec.: J. Transp. Res. Board , vol.891 , pp. 18-24
    • Hanson, S.1    Huff, J.2
  • 58
    • 34250128856 scopus 로고
    • Classification issues in the analysis of complex travel behavior
    • Hanson S., Huff J. Classification issues in the analysis of complex travel behavior. Transportation 1986, 13:271-293.
    • (1986) Transportation , vol.13 , pp. 271-293
    • Hanson, S.1    Huff, J.2
  • 62
    • 84893418857 scopus 로고    scopus 로고
    • Development of origin-destination matrices using mobile phone call data
    • Iqbal M.S., Choudhury C.F., Wang P., Gonzalez M. Development of origin-destination matrices using mobile phone call data. Transp. Res. Part C 2014, 40:63-74.
    • (2014) Transp. Res. Part C , vol.40 , pp. 63-74
    • Iqbal, M.S.1    Choudhury, C.F.2    Wang, P.3    Gonzalez, M.4
  • 63
    • 70349519233 scopus 로고    scopus 로고
    • Characterizing the human mobility pattern in a large street network
    • 021136
    • Jiang B., Yin J., Zhao S. Characterizing the human mobility pattern in a large street network. Phys. Rev. E 2009, 80(021136):1-11.
    • (2009) Phys. Rev. E , vol.80 , pp. 1-11
    • Jiang, B.1    Yin, J.2    Zhao, S.3
  • 65
    • 0036604990 scopus 로고    scopus 로고
    • Activity-travel pattern similarity: a multi-dimensional alignment method
    • Joh C.H., Arentze T., Hofman F., Timmermans H. Activity-travel pattern similarity: a multi-dimensional alignment method. Transp. Res. Part B 2002, 36:385-403.
    • (2002) Transp. Res. Part B , vol.36 , pp. 385-403
    • Joh, C.H.1    Arentze, T.2    Hofman, F.3    Timmermans, H.4
  • 66
    • 0000865311 scopus 로고    scopus 로고
    • Comparative analysis of day-to-day trip-chaining behavior of urban commuters in two cities
    • Jou R.-C., Mahmassani H.S. Comparative analysis of day-to-day trip-chaining behavior of urban commuters in two cities. Transp. Res. Rec.: J. Transp. Res. Board 1997, 1607:163-170.
    • (1997) Transp. Res. Rec.: J. Transp. Res. Board , vol.1607 , pp. 163-170
    • Jou, R.-C.1    Mahmassani, H.S.2
  • 67
    • 0000125532 scopus 로고
    • Prospect theory: an analysis of decision under risk
    • Kahneman D., Tversky A. Prospect theory: an analysis of decision under risk. Econometrica 1979, 47(2):263.
    • (1979) Econometrica , vol.47 , Issue.2 , pp. 263
    • Kahneman, D.1    Tversky, A.2
  • 68
    • 84871108829 scopus 로고    scopus 로고
    • Towards estimating urban population distributions from mobile call data
    • Kang C., Liu Y., Ma X., Wu L. Towards estimating urban population distributions from mobile call data. J. Urban Technol. 2012, 19(4):3-21.
    • (2012) J. Urban Technol. , vol.19 , Issue.4 , pp. 3-21
    • Kang, C.1    Liu, Y.2    Ma, X.3    Wu, L.4
  • 69
    • 84655169830 scopus 로고    scopus 로고
    • Intra-urban human mobility patterns: an urban morphology perspective
    • Kang C., Ma X., Tong D., Liu Y. Intra-urban human mobility patterns: an urban morphology perspective. Physica A: Stat. Mech. Appl. 2012, 391(4):1702-1717.
    • (2012) Physica A: Stat. Mech. Appl. , vol.391 , Issue.4 , pp. 1702-1717
    • Kang, C.1    Ma, X.2    Tong, D.3    Liu, Y.4
  • 70
    • 77955925810 scopus 로고    scopus 로고
    • Exploring day-to-day variability in time use for household members
    • Kang H., Scott D.M. Exploring day-to-day variability in time use for household members. Transp. Res. Part A 2010, 44:609-619.
    • (2010) Transp. Res. Part A , vol.44 , pp. 609-619
    • Kang, H.1    Scott, D.M.2
  • 71
    • 0002484961 scopus 로고
    • An evaluation of activity-based travel analysis
    • Kitamura R. An evaluation of activity-based travel analysis. Transportation 1988, 15:9-34.
    • (1988) Transportation , vol.15 , pp. 9-34
    • Kitamura, R.1
  • 72
    • 0002344250 scopus 로고    scopus 로고
    • Traveler destination choice behavior: effects of time of day, activity duration, and home location
    • Kitamura R., Chen C., Narayanan R. Traveler destination choice behavior: effects of time of day, activity duration, and home location. Transp. Res. Rec. 1998, 1645:76-81.
    • (1998) Transp. Res. Rec. , vol.1645 , pp. 76-81
    • Kitamura, R.1    Chen, C.2    Narayanan, R.3
  • 73
    • 0000980718 scopus 로고    scopus 로고
    • Generation of synthetic activity-travel patterns
    • Kitamura R., Chen C., Pendyala R. Generation of synthetic activity-travel patterns. Transp. Res. Rec. 1997, 1607:154-162.
    • (1997) Transp. Res. Rec. , vol.1607 , pp. 154-162
    • Kitamura, R.1    Chen, C.2    Pendyala, R.3
  • 74
    • 0034053269 scopus 로고    scopus 로고
    • Micro-simulation of daily activity-travel patterns for travel demand forecasting
    • Kitamura R., Chen C., Pendyala R., Narayanan R. Micro-simulation of daily activity-travel patterns for travel demand forecasting. Transportation 2000, 27(1):25-51.
    • (2000) Transportation , vol.27 , Issue.1 , pp. 25-51
    • Kitamura, R.1    Chen, C.2    Pendyala, R.3    Narayanan, R.4
  • 75
    • 84959353366 scopus 로고    scopus 로고
    • Investigating the mobile phone data to estimate the origin destination flow and analysis; case study: Paris region
    • Larijani A.N., Olteanu-Raimond A., Perret J., Bredif M., Ziemlicki C. Investigating the mobile phone data to estimate the origin destination flow and analysis; case study: Paris region. Transp. Res. Procedia 2015, 6:64-78.
    • (2015) Transp. Res. Procedia , vol.6 , pp. 64-78
    • Larijani, A.N.1    Olteanu-Raimond, A.2    Perret, J.3    Bredif, M.4    Ziemlicki, C.5
  • 77
    • 84866937714 scopus 로고    scopus 로고
    • Understanding intra-urban trip patterns from taxi trajectory data
    • Liu Y., Kang C., Gao S., Xiao Y., Tian Y. Understanding intra-urban trip patterns from taxi trajectory data. J. Geogr. Syst. 2012, 14(4):463-483.
    • (2012) J. Geogr. Syst. , vol.14 , Issue.4 , pp. 463-483
    • Liu, Y.1    Kang, C.2    Gao, S.3    Xiao, Y.4    Tian, Y.5
  • 78
    • 84903433152 scopus 로고    scopus 로고
    • Towards big data-driven human mobility patterns and models
    • Liu Y., Kang C., Wang F. Towards big data-driven human mobility patterns and models. Geomat. Inform. Sci. Wuhan Univ. 2014, 39(6):660-666.
    • (2014) Geomat. Inform. Sci. Wuhan Univ. , vol.39 , Issue.6 , pp. 660-666
    • Liu, Y.1    Kang, C.2    Wang, F.3
  • 79
    • 84929606927 scopus 로고    scopus 로고
    • Social sensing: a new approach to understanding our socio-economic environments
    • Liu Y., Liu X., Gao S., Gong L., Kang C., Zhi Y., Chi G., Shi L. Social sensing: a new approach to understanding our socio-economic environments. Ann. Assoc. Am. Geogr. 2015, 105(3):512-530.
    • (2015) Ann. Assoc. Am. Geogr. , vol.105 , Issue.3 , pp. 512-530
    • Liu, Y.1    Liu, X.2    Gao, S.3    Gong, L.4    Kang, C.5    Zhi, Y.6    Chi, G.7    Shi, L.8
  • 80
    • 84945493881 scopus 로고    scopus 로고
    • Combining smart card data and household travel survey to analyze jobs-housing relationships in Beijing
    • Long Y., Thill J.C. Combining smart card data and household travel survey to analyze jobs-housing relationships in Beijing. Comput. Environ. Urban Syst. 2015, 53:19-35.
    • (2015) Comput. Environ. Urban Syst. , vol.53 , pp. 19-35
    • Long, Y.1    Thill, J.C.2
  • 81
    • 84863893880 scopus 로고    scopus 로고
    • Predictability of population displacement after the 2010 Haiti earthquake
    • Lu X., Bengtsson L., Holme P. Predictability of population displacement after the 2010 Haiti earthquake. Proc. Natl. Acad. Sci. 2012, 109(29):11576-11581.
    • (2012) Proc. Natl. Acad. Sci. , vol.109 , Issue.29 , pp. 11576-11581
    • Lu, X.1    Bengtsson, L.2    Holme, P.3
  • 82
    • 84885670790 scopus 로고    scopus 로고
    • Approaching the limit of predictability in human mobility
    • Lu X., Wetter E., Bharti N., Tatem A.J., Bengtsson L. Approaching the limit of predictability in human mobility. Sci. Rep. 2013, 3:2923.
    • (2013) Sci. Rep. , vol.3 , pp. 2923
    • Lu, X.1    Wetter, E.2    Bharti, N.3    Tatem, A.J.4    Bengtsson, L.5
  • 83
    • 0031200979 scopus 로고    scopus 로고
    • A dynamic analysis of person and household activity and travel patterns using data from the first two waves in the Puget Sound Transportation Panel
    • Ma J., Goulias K.G. A dynamic analysis of person and household activity and travel patterns using data from the first two waves in the Puget Sound Transportation Panel. Transportation 1997, 24:309-331.
    • (1997) Transportation , vol.24 , pp. 309-331
    • Ma, J.1    Goulias, K.G.2
  • 85
    • 84884728365 scopus 로고    scopus 로고
    • Mining smart card data for transit riders' travel patterns
    • Ma X., Wu Y., Wang Y., Chen F., Liu J. Mining smart card data for transit riders' travel patterns. Transp. Res. Part C 2013, 36(1-12).
    • (2013) Transp. Res. Part C , vol.36 , Issue.1-12
    • Ma, X.1    Wu, Y.2    Wang, Y.3    Chen, F.4    Liu, J.5
  • 86
    • 3042799119 scopus 로고    scopus 로고
    • The four step model
    • Pergamon, Amsterdam, D. Hensher, K. Button (Eds.)
    • McNally M.G. The four step model. Handbook of Transport Modeling 2000, 35-52. Pergamon, Amsterdam. D. Hensher, K. Button (Eds.).
    • (2000) Handbook of Transport Modeling , pp. 35-52
    • McNally, M.G.1
  • 88
    • 84906261916 scopus 로고    scopus 로고
    • Sequence alignment analysis of activity-travel pattern's variability using eight weeks' diary data
    • Moiseeva A., Timmermans H., Choi J., Joh C.H. Sequence alignment analysis of activity-travel pattern's variability using eight weeks' diary data. Transp. Res. Rec. 2014, 2412:49-56.
    • (2014) Transp. Res. Rec. , vol.2412 , pp. 49-56
    • Moiseeva, A.1    Timmermans, H.2    Choi, J.3    Joh, C.H.4
  • 89
    • 39749170533 scopus 로고    scopus 로고
    • Examining the impacts of residential self-selection on travel behavior: a focus on methodologies
    • Mokhtarian P.L., Cao X. Examining the impacts of residential self-selection on travel behavior: a focus on methodologies. Transp. Res. Part B: Methodol. 2008, 42(3):204-228.
    • (2008) Transp. Res. Part B: Methodol. , vol.42 , Issue.3 , pp. 204-228
    • Mokhtarian, P.L.1    Cao, X.2
  • 90
    • 84861536130 scopus 로고    scopus 로고
    • A tale of many cities: universal patterns in human mobility
    • Noulas A., Scellato S., Lambiotte R., Pontil M., Mascolo C. A tale of many cities: universal patterns in human mobility. PLoS ONE 2012, 7(5):e37027.
    • (2012) PLoS ONE , vol.7 , Issue.5 , pp. e37027
    • Noulas, A.1    Scellato, S.2    Lambiotte, R.3    Pontil, M.4    Mascolo, C.5
  • 92
    • 0022268732 scopus 로고
    • State of the art and research opportunities in travel demand: another perspective
    • Pas E. State of the art and research opportunities in travel demand: another perspective. Transp. Res. Part A 1985, 19A:460-464.
    • (1985) Transp. Res. Part A , vol.19A , pp. 460-464
    • Pas, E.1
  • 93
    • 0020846745 scopus 로고
    • A flexible and integrated methodology for analytical classification of daily travel-activity behavior
    • Pas E.I. A flexible and integrated methodology for analytical classification of daily travel-activity behavior. Transp. Sci. 1983, 17(4):405-429.
    • (1983) Transp. Sci. , vol.17 , Issue.4 , pp. 405-429
    • Pas, E.I.1
  • 94
    • 0023509245 scopus 로고
    • Intrapersonal variability and model goodness-of-fit
    • Pas E.I. Intrapersonal variability and model goodness-of-fit. Transp. Res. Part A 1987, 21A(6):431-438.
    • (1987) Transp. Res. Part A , vol.21A , Issue.6 , pp. 431-438
    • Pas, E.I.1
  • 95
    • 0002128268 scopus 로고
    • Weekly travel-activity behavior
    • Pas E.I. Weekly travel-activity behavior. Transportation 1988, 15:89-109.
    • (1988) Transportation , vol.15 , pp. 89-109
    • Pas, E.I.1
  • 96
    • 0023167519 scopus 로고
    • An examination of the determinants of day-to-day variability in individuals' urban travel behavior
    • Pas E.I., Koppelman F.S. An examination of the determinants of day-to-day variability in individuals' urban travel behavior. Transportation 1987, 14:3-20.
    • (1987) Transportation , vol.14 , pp. 3-20
    • Pas, E.I.1    Koppelman, F.S.2
  • 97
    • 0028785318 scopus 로고
    • Intrapersonal variability in daily urban travel behavior: some additional evidence
    • Pas E.I., Sundar S. Intrapersonal variability in daily urban travel behavior: some additional evidence. Transportation 1995, 22:135-150.
    • (1995) Transportation , vol.22 , pp. 135-150
    • Pas, E.I.1    Sundar, S.2
  • 98
    • 33750380239 scopus 로고    scopus 로고
    • Farther than you may think: an empirical investigation of the proximity of users to their mobile phones
    • Patel S.N., Kientz J.A., Hayes G.R., Bhat S., Abowd G.D. Farther than you may think: an empirical investigation of the proximity of users to their mobile phones. UbiComp 2006: Ubiquitous Computing 2006, 123-140.
    • (2006) UbiComp 2006: Ubiquitous Computing , pp. 123-140
    • Patel, S.N.1    Kientz, J.A.2    Hayes, G.R.3    Bhat, S.4    Abowd, G.D.5
  • 99
    • 79952735310 scopus 로고    scopus 로고
    • Smart card data use in public transit: a literature review
    • Pelletier M.-P., Trepanier M., Morency C. Smart card data use in public transit: a literature review. Transp. Res. Part C 2011, 19(4):557-568.
    • (2011) Transp. Res. Part C , vol.19 , Issue.4 , pp. 557-568
    • Pelletier, M.-P.1    Trepanier, M.2    Morency, C.3
  • 101
    • 84862998679 scopus 로고    scopus 로고
    • Social-geography of human mobility: a study using longitudinal mobile phone data
    • Phithakkitnukoon S., Smoreda Z., Olivier P. Social-geography of human mobility: a study using longitudinal mobile phone data. PLoS ONE 2012, 7(6):e39253.
    • (2012) PLoS ONE , vol.7 , Issue.6 , pp. e39253
    • Phithakkitnukoon, S.1    Smoreda, Z.2    Olivier, P.3
  • 102
    • 81255144880 scopus 로고    scopus 로고
    • Expected utility theory, prospect theory, and regret theory compared for prediction of route choice behavior
    • Ramos G.M., Daamen W., Hoogendoorn S.P. Expected utility theory, prospect theory, and regret theory compared for prediction of route choice behavior. Transp. Res. Rec. 2011, 2230:19-28.
    • (2011) Transp. Res. Rec. , vol.2230 , pp. 19-28
    • Ramos, G.M.1    Daamen, W.2    Hoogendoorn, S.P.3
  • 103
    • 84881390940 scopus 로고    scopus 로고
    • Modeling travelers' heterogeneous route choice behavior as prospect maximizers
    • Ramos G.M., Daamen W., Hoogendoorn S.P. Modeling travelers' heterogeneous route choice behavior as prospect maximizers. J. Choice Model. 2013, 6(17-33).
    • (2013) J. Choice Model. , vol.6 , Issue.17-33
    • Ramos, G.M.1    Daamen, W.2    Hoogendoorn, S.P.3
  • 104
    • 84893761483 scopus 로고    scopus 로고
    • A state-of-the-art review: developments in utility theory, prospect theory and regret theory to investigate travellers' behaviour in situations involving travel time uncertainty
    • Ramos G.M., Daamen W., Hoogendoorn S.P. A state-of-the-art review: developments in utility theory, prospect theory and regret theory to investigate travellers' behaviour in situations involving travel time uncertainty. Transp. Rev. 2014, 34(1):46-67.
    • (2014) Transp. Rev. , vol.34 , Issue.1 , pp. 46-67
    • Ramos, G.M.1    Daamen, W.2    Hoogendoorn, S.P.3
  • 105
  • 107
    • 40249108251 scopus 로고    scopus 로고
    • Long- and short-term dynamics in activity scheduling: a structural equations approach
    • Roorda M.J., Ruiz T. Long- and short-term dynamics in activity scheduling: a structural equations approach. Transp. Res. Part A 2008, 42:545-562.
    • (2008) Transp. Res. Part A , vol.42 , pp. 545-562
    • Roorda, M.J.1    Ruiz, T.2
  • 109
    • 0037325530 scopus 로고    scopus 로고
    • Habitual travel behaviour: evidence from a six-week travel diary
    • Schlich R., Axhausen K.W. Habitual travel behaviour: evidence from a six-week travel diary. Transportation 2003, 30:13-36.
    • (2003) Transportation , vol.30 , pp. 13-36
    • Schlich, R.1    Axhausen, K.W.2
  • 110
    • 1642393331 scopus 로고    scopus 로고
    • Structures of leisure travel: temporal and spatial variability
    • Schlich R., Schönfelder S., Hanson S., Axhausen K.W. Structures of leisure travel: temporal and spatial variability. Transp. Rev. 2004, 24(2):219-237.
    • (2004) Transp. Rev. , vol.24 , Issue.2 , pp. 219-237
    • Schlich, R.1    Schönfelder, S.2    Hanson, S.3    Axhausen, K.W.4
  • 112
    • 56949089290 scopus 로고    scopus 로고
    • How fixed is fixed? Gendered rigidity of space time constraints and geographies
    • Schwanen T., Kwan M.P., Ren F. How fixed is fixed? Gendered rigidity of space time constraints and geographies. Geoforum 2008, 39(6):2109-2121.
    • (2008) Geoforum , vol.39 , Issue.6 , pp. 2109-2121
    • Schwanen, T.1    Kwan, M.P.2    Ren, F.3
  • 113
    • 77956846303 scopus 로고
    • Normative influence on altruism
    • Academic Press, New York, L. Berkowitz (Ed.)
    • Schwartz S.H. Normative influence on altruism. Advances in Experimental Social Psychology 1977, 221-279. Academic Press, New York. L. Berkowitz (Ed.).
    • (1977) Advances in Experimental Social Psychology , pp. 221-279
    • Schwartz, S.H.1
  • 115
    • 84926144966 scopus 로고    scopus 로고
    • Human mobility patterns in different communities: a mobile phone data based social network approach
    • Shi L., Chi G., Liu X., Liu Y. Human mobility patterns in different communities: a mobile phone data based social network approach. Ann. GIS 2015, 21(1):15-26.
    • (2015) Ann. GIS , vol.21 , Issue.1 , pp. 15-26
    • Shi, L.1    Chi, G.2    Liu, X.3    Liu, Y.4
  • 117
    • 77957566436 scopus 로고    scopus 로고
    • Modelling the scaling properties of human mobility
    • Song C., Koren T., Wang P., Barabási A.-L. Modelling the scaling properties of human mobility. Nat. Phys. 2010, 6:818-823.
    • (2010) Nat. Phys. , vol.6 , pp. 818-823
    • Song, C.1    Koren, T.2    Wang, P.3    Barabási, A.-L.4
  • 120
    • 0034473324 scopus 로고    scopus 로고
    • Toward a coherent theory of environmentally significant behavior
    • Stern P.C. Toward a coherent theory of environmentally significant behavior. J. Soc. Issues 2000, 56:407-424.
    • (2000) J. Soc. Issues , vol.56 , pp. 407-424
    • Stern, P.C.1
  • 121
    • 84255186933 scopus 로고    scopus 로고
    • Working Paper of the Austrian Key Centre in Transport and Logistics. Sydney, Australia, University of Sydney.
    • Stopher, P., Clifford, E., Zhang, J., FitzGerald, C., 2008b. Deducing mode and purpose from GPS data. Working Paper of the Austrian Key Centre in Transport and Logistics. Sydney, Australia, University of Sydney.
    • (2008) Deducing mode and purpose from GPS data
    • Stopher, P.1    Clifford, E.2    Zhang, J.3    FitzGerald, C.4
  • 122
    • 44349109503 scopus 로고    scopus 로고
    • Search for a global positioning system device to measure person travel
    • Stopher P., FitzGerald C., Zhang J. Search for a global positioning system device to measure person travel. Transp. Res. Part C 2008, 16:350-369.
    • (2008) Transp. Res. Part C , vol.16 , pp. 350-369
    • Stopher, P.1    FitzGerald, C.2    Zhang, J.3
  • 124
    • 84920257180 scopus 로고    scopus 로고
    • Stability in individual daily activity-travel-location patterns: a study using the Herfindahl-Hirschman Index
    • Susilo Y.O., Axhausen K.W. Stability in individual daily activity-travel-location patterns: a study using the Herfindahl-Hirschman Index. Transportation 2014, 41:995-1011.
    • (2014) Transportation , vol.41 , pp. 995-1011
    • Susilo, Y.O.1    Axhausen, K.W.2
  • 125
    • 27944506935 scopus 로고    scopus 로고
    • Analysis of day-to-day variability in an individual's action space
    • Susilo Y.O., Kitamura R. Analysis of day-to-day variability in an individual's action space. Transp. Res. Rec.: J. Transp. Res. Board 2005, 1902:124-133.
    • (2005) Transp. Res. Rec.: J. Transp. Res. Board , vol.1902 , pp. 124-133
    • Susilo, Y.O.1    Kitamura, R.2
  • 126
    • 84866073143 scopus 로고    scopus 로고
    • Route choice estimation based on cellular signaling data
    • Tettamanti T., Demeter H., Varga I. Route choice estimation based on cellular signaling data. Acta Polytech. Hungarica 2012, 9(4):207-220.
    • (2012) Acta Polytech. Hungarica , vol.9 , Issue.4 , pp. 207-220
    • Tettamanti, T.1    Demeter, H.2    Varga, I.3
  • 127
    • 84908585543 scopus 로고    scopus 로고
    • Federal Highway Administration, Washington, D.C.
    • TMIP Household Surveys at a Glance 2013, Federal Highway Administration, Washington, D.C.
    • (2013) Household Surveys at a Glance
  • 129
    • 0001371984 scopus 로고
    • Rational choice and the framing of decisions
    • Tversky A., Kahneman D. Rational choice and the framing of decisions. J. Bus. 1986, 59(S4):S251.
    • (1986) J. Bus. , vol.59 , pp. S251
    • Tversky, A.1    Kahneman, D.2
  • 132
    • 84866161936 scopus 로고    scopus 로고
    • Attitudes, mode switching behavior, and the built environment: a longitudinal study in the Puget Sound Region
    • Wang M., Chen C. Attitudes, mode switching behavior, and the built environment: a longitudinal study in the Puget Sound Region. Transp. Res. Part A 2012, 46:1594-1607.
    • (2012) Transp. Res. Part A , vol.46 , pp. 1594-1607
    • Wang, M.1    Chen, C.2
  • 133
    • 84910032266 scopus 로고    scopus 로고
    • Encapsulating urban traffic rhythms into road networks
    • Wang J., Wei D., He K., Gong H., Wang P. Encapsulating urban traffic rhythms into road networks. Sci. Rep. 2014, 4:4141.
    • (2014) Sci. Rep. , vol.4 , pp. 4141
    • Wang, J.1    Wei, D.2    He, K.3    Gong, H.4    Wang, P.5
  • 138
    • 77950461846 scopus 로고    scopus 로고
    • The Santiago panel: measuring the effects of implementing Transantiago
    • Yanez M.F., Mansilla P., Ortúzar J.D. The Santiago panel: measuring the effects of implementing Transantiago. Transportation 2010, 37:125-149.
    • (2010) Transportation , vol.37 , pp. 125-149
    • Yanez, M.F.1    Mansilla, P.2    Ortúzar, J.D.3
  • 140
    • 67650699275 scopus 로고    scopus 로고
    • Accuracy of iPhone locations: a comparison of assisted GPS, WiFi and cellular positioning
    • Zandlebergen P. Accuracy of iPhone locations: a comparison of assisted GPS, WiFi and cellular positioning. Trans. GIS 2009, 13(s1):5-26.
    • (2009) Trans. GIS , vol.13 , pp. 5-26
    • Zandlebergen, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.