메뉴 건너뛰기




Volumn , Issue , 2013, Pages 459-468

Inferring human mobility patterns from taxicab location traces

Author keywords

Hidden markov models; Human mobility patterns; Taxi cab occupancy; Trajectory analysis

Indexed keywords

CONGESTION PRICING; HUMAN MOBILITY; PRECISION AND RECALL; REAL DATA SETS; REAL-TIME LOCATION; SIMULATED DATASETS; TAXI CAB OCCUPANCY; TRAJECTORY ANALYSIS;

EID: 84885228842     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2493432.2493466     Document Type: Conference Paper
Times cited : (37)

References (24)
  • 3
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Barabasi, A.-L., and Albert, R. Emergence of scaling in random networks. In Science (1999).
    • (1999) Science
    • Barabasi, A.-L.1    Albert, R.2
  • 4
    • 84886590283 scopus 로고    scopus 로고
    • Approximating the average stretch factor of geometric graphs
    • Cheng, S.-W., Knauer, C., Langerman, S., and Smid, M. H. M. Approximating the average stretch factor of geometric graphs. JoCG 3, 1 (2012), 132-153.
    • (2012) JoCG , vol.3 , Issue.1 , pp. 132-153
    • Cheng, S.-W.1    Knauer, C.2    Langerman, S.3    Smid, M.H.M.4
  • 5
    • 77954992140 scopus 로고    scopus 로고
    • Greengps: A participatory sensing fuel-efficient maps application
    • Ganti, R. K., et al. Greengps: A participatory sensing fuel-efficient maps application. In Proc. of MobiSys (2010), 151-164.
    • (2010) Proc. of MobiSys , pp. 151-164
    • Ganti, R.K.1
  • 6
    • 80053051430 scopus 로고    scopus 로고
    • Unveiling the complexity of human mobility by querying and mining massive trajectory data
    • Giannotti, F., et al. Unveiling the complexity of human mobility by querying and mining massive trajectory data. In Proc. of VLDB (2011), 695-719.
    • (2011) Proc. of VLDB , pp. 695-719
    • Giannotti, F.1
  • 7
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • Gonzalez, M., Hidalgo, C., and Barbasi, A.-L. Understanding individual human mobility patterns. Nature 453 (2008), 779-782.
    • (2008) Nature , vol.453 , pp. 779-782
    • Gonzalez, M.1    Hidalgo, C.2    Barbasi, A.-L.3
  • 8
    • 0021615874 scopus 로고
    • R-trees: A dynamic index structure for spatial searching
    • Guttmann, A. R-trees: A dynamic index structure for spatial searching. In Proceedings of ACM SIGMOD (1984), 47-57.
    • (1984) Proceedings of ACM SIGMOD , pp. 47-57
    • Guttmann, A.1
  • 9
    • 0003684449 scopus 로고    scopus 로고
    • The elements of statistical learning: Data mining, inference and prediction
    • Second Ed
    • Hastie, T., Tibshirani, R., and Friedman, J. The elements of statistical learning: Data mining, inference and prediction. In Springer Series in Statistics, Second Ed (2009).
    • (2009) Springer Series in Statistics
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 10
    • 34247356882 scopus 로고    scopus 로고
    • Cartel: A distributed mobile sensor computing system
    • Hull, B., et al. Cartel: A distributed mobile sensor computing system. In Proc. of SenSys (2006), 125-138.
    • (2006) Proc. of SenSys , pp. 125-138
    • Hull, B.1
  • 11
    • 70349519233 scopus 로고    scopus 로고
    • Characterizing human mobility patterns in a large street network
    • Jiang, B., Yin, J., and Zhao, S. Characterizing human mobility patterns in a large street network. Physical Review E 80, 2 (2008).
    • (2008) Physical Review E , vol.80 , Issue.2
    • Jiang, B.1    Yin, J.2    Zhao, S.3
  • 12
    • 50249166588 scopus 로고    scopus 로고
    • Improving wireless positioning with look-ahead map-matching
    • Jones, K., Liu, L., and Alizadeh-Shabdiz, F. Improving wireless positioning with look-ahead map-matching. In Proc. of Mobiquitous (2007), 1-8.
    • (2007) Proc. of Mobiquitous , pp. 1-8
    • Jones, K.1    Liu, L.2    Alizadeh-Shabdiz, F.3
  • 13
    • 70450267511 scopus 로고    scopus 로고
    • Soundsense: Scalable sound sensing for people-centric applications on mobile phones
    • Lu, H., et al. Soundsense: Scalable sound sensing for people-centric applications on mobile phones. In Proc. of ACM MobiSys (2009), 165-178.
    • (2009) Proc. of ACM MobiSys , pp. 165-178
    • Lu, H.1
  • 14
    • 66549083477 scopus 로고    scopus 로고
    • A parsimmonious model of mobile partitioned networks with clustering
    • Piorkowski, M., et al. A parsimmonious model of mobile partitioned networks with clustering. In Proc. of COMSNETS (2009), 1-10.
    • (2009) Proc. of COMSNETS , pp. 1-10
    • Piorkowski, M.1
  • 15
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • Rabiner, L. R. A tutorial on hidden markov models and selected applications in speech recognition. In Proc. of IEEE (1989), 257-286.
    • (1989) Proc. of IEEE , pp. 257-286
    • Rabiner, L.R.1
  • 16
    • 70349164252 scopus 로고    scopus 로고
    • Human moblity patterns and their impact on routing in human-driven mobile networks
    • Rhee, I., et al. Human moblity patterns and their impact on routing in human-driven mobile networks. In Proc. of HotNets-VI (2007).
    • (2007) Proc. of HotNets-VI
    • Rhee, I.1
  • 17
    • 84877638318 scopus 로고    scopus 로고
    • Shanghai Jiao Tong University
    • Shanghai Jiao Tong University. SUVnet-Trace Data. http://wirelesslab. sjtu.edu.cn.
    • SUVnet-Trace Data
  • 18
    • 77149139158 scopus 로고    scopus 로고
    • Limits of predictability in human mobility
    • Song, C., Qu, Z., Blumm, N., and Barbasi, A.-L. Limits of predictability in human mobility. Science 327, 5968 (2010), 1018-1021.
    • (2010) Science , vol.327 , Issue.5968 , pp. 1018-1021
    • Song, C.1    Qu, Z.2    Blumm, N.3    Barbasi, A.-L.4
  • 19
    • 84856432884 scopus 로고    scopus 로고
    • Transportation mode detection using mobile phones and GIS information
    • Stenneth, L., et al. Transportation mode detection using mobile phones and gis information. In Proc. of GIS (2011), 54-63.
    • (2011) Proc. of GIS , pp. 54-63
    • Stenneth, L.1
  • 21
    • 80054071131 scopus 로고    scopus 로고
    • Where to find my next passenger?
    • Yuan, J., et al. Where to find my next passenger? In Proc. of UbiComp (2011), 109-118.
    • (2011) Proc. of UbiComp , pp. 109-118
    • Yuan, J.1
  • 23
    • 77953309373 scopus 로고    scopus 로고
    • Recognizing exponential inter-contact time in vanets
    • Zhu, H., et al. Recognizing exponential inter-contact time in vanets. In INFOCOM (2010).
    • (2010) INFOCOM
    • Zhu, H.1
  • 24
    • 84872715222 scopus 로고    scopus 로고
    • Inferring taxi status using gps trajectories
    • Microsoft Research, Asia, March
    • Zhu, Y., et al. Inferring taxi status using gps trajectories. Tech. Rep. MSR-TR-2011-144, Microsoft Research, Asia, March 2011.
    • (2011) Tech. Rep. MSR-TR-2011-144
    • Zhu, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.