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Volumn , Issue , 2013, Pages 461-470

Learning and user adaptation in location forecasting

Author keywords

Updating user location model; User location forecasting; User mobility patterns

Indexed keywords

BEHAVIOR CHANGE; LEARNING MECHANISM; LOCATION FORECASTING; MOBILE APPLICATIONS; PERIODIC PATTERN; USER ADAPTATION; USER LOCATION; USER MOBILITY PATTERN;

EID: 84885206122     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2494091.2495978     Document Type: Conference Paper
Times cited : (16)

References (20)
  • 2
    • 84875644869 scopus 로고    scopus 로고
    • Using gps to learn significant locations and predict movement across multiple users
    • Oct
    • Ashbrook, D., and Starner, T. Using GPS to learn significant locations and predict movement across multiple users. Personal Ubiquitous Computing 7, 5 (Oct. 2003), 275-286.
    • (2003) Personal Ubiquitous Computing , vol.7 , Issue.5 , pp. 275-286
    • Ashbrook, D.1    Starner, T.2
  • 3
    • 33645311516 scopus 로고    scopus 로고
    • Reality mining: Sensing complex social systems
    • March
    • Eagle, N., and Pentland, A. Reality mining: sensing complex social systems. Personal Ubiquitous Computing 10, 4 (March 2006), 255-268.
    • (2006) Personal Ubiquitous Computing , vol.10 , Issue.4 , pp. 255-268
    • Eagle, N.1    Pentland, A.2
  • 4
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • June
    • Gonzalez, M. C., Hidalgo, C. A., and Barabasi, A.-L. Understanding individual human mobility patterns. Nature 453, 7196 (June 2008), 779-782.
    • (2008) Nature , vol.453 , Issue.7196 , pp. 779-782
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.-L.3
  • 6
    • 39049122093 scopus 로고    scopus 로고
    • Extracting a mobility model from real user traces
    • Kim, M., Kotz, D., and Kim, S. Extracting a mobility model from real user traces. In Proc. INFOCOM (2006), 1 -13.
    • (2006) Proc. INFOCOM , pp. 1-13
    • Kim, M.1    Kotz, D.2    Kim, S.3
  • 7
    • 33750318706 scopus 로고    scopus 로고
    • Predestination: Inferring destinations from partial trajectories
    • Springer-Verlag
    • Krumm, J., and Horvitz, E. Predestination: inferring destinations from partial trajectories. In Proc. UbiComp, Springer-Verlag (2006), 243-260.
    • (2006) Proc. UbiComp , pp. 243-260
    • Krumm, J.1    Horvitz, E.2
  • 9
    • 84879473987 scopus 로고    scopus 로고
    • Predicting future locations with hidden markov models
    • ACM
    • Mathew, W., Äposo, R., and Martins, B. Predicting future locations with hidden markov models. In Proc. UbiComp, ACM (2012), 911-918.
    • (2012) Proc. UbiComp , pp. 911-918
    • Mathew, W.1    Äposo, R.2    Martins, B.3
  • 10
    • 70350649119 scopus 로고    scopus 로고
    • Wherenext: A location predictor on trajectory pattern mining
    • ACM
    • Monreale, A., Pinelli, F., Trasarti, R., and Giannotti, F. Wherenext: A location predictor on trajectory pattern mining. In Proc. SIGKDD, ACM (2009), 637-646.
    • (2009) Proc. SIGKDD , pp. 637-646
    • Monreale, A.1    Pinelli, F.2    Trasarti, R.3    Giannotti, F.4
  • 11
    • 84857987625 scopus 로고    scopus 로고
    • The impact of temporal factors on mobility patterns
    • IEEE
    • Motahari, S., Zang, H., and Reuther, P. The impact of temporal factors on mobility patterns. In Proc. HICSS, IEEE (2012), 5659-5668.
    • (2012) Proc. HICSS , pp. 5659-5668
    • Motahari, S.1    Zang, H.2    Reuther, P.3
  • 12
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • May
    • Äbiner, L. R. A tutorial on hidden Markov models and selected applications in speech recognition. Proc. of the IEEE 77, 2 (May 1989), 257-286.
    • (1989) Proc. of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Äbiner, L.R.1
  • 13
    • 84874335030 scopus 로고    scopus 로고
    • A density based algorithm for discovering density varied clusters in large spatial databases
    • June, Published By Foundation of Computer Science
    • Äm, A., Jalal, S., Jalal, A. S., and Kumar, M. A density based algorithm for discovering density varied clusters in large spatial databases. Int. J. of Computer Applications 3, 6 (June 2010), 1-4. Published By Foundation of Computer Science.
    • (2010) Int. J. of Computer Applications , vol.3 , Issue.6 , pp. 1-4
    • Äm, A.1    Jalal, S.2    Jalal, A.S.3    Kumar, M.4
  • 14
    • 85167414040 scopus 로고    scopus 로고
    • Far out: Predicting long-term human mobility
    • AAAI Press
    • Sadilek, A., and Krumm, J. Far out: Predicting long-term human mobility. In Proc. AAAI, AAAI Press (2012).
    • (2012) Proc. AAAI
    • Sadilek, A.1    Krumm, J.2
  • 16
    • 85032751372 scopus 로고    scopus 로고
    • A personal history of the viterbi algorithm
    • July
    • Viterbi, A. J. A personal history of the Viterbi algorithm. IEEE Signal Processing Magazine 23, 4 (July 2006), 120-142.
    • (2006) IEEE Signal Processing Magazine , vol.23 , Issue.4 , pp. 120-142
    • Viterbi, A.J.1
  • 17
    • 79957932358 scopus 로고    scopus 로고
    • Jyotish: A novel framework for constructing predictive model of people movement from joint wifi/bluetooth trace
    • IEEE
    • Vu, L., Do, Q., and Nahrstedt, K. Jyotish: A novel framework for constructing predictive model of people movement from joint wifi/bluetooth trace. In Proc. PERCOM, IEEE (2011), 54-62.
    • (2011) Proc. PERCOM , pp. 54-62
    • Vu, L.1    Do, Q.2    Nahrstedt, K.3
  • 18
    • 18844422430 scopus 로고    scopus 로고
    • A data mining approach for location prediction in mobile environments
    • August 2004
    • Yavas, G., Katsaros, D., Ulusoy, O., and Manolopoulos, Y. A data mining approach for location prediction in mobile environments. Data & Knowl. Eng. 54, 2005 (August 2004), 121-146.
    • (2005) Data & Knowl. Eng. , vol.54 , pp. 121-146
    • Yavas, G.1    Katsaros, D.2    Ulusoy, O.3    Manolopoulos, Y.4
  • 19
    • 59249083364 scopus 로고    scopus 로고
    • Understanding mobility based on gps data
    • ACM
    • Zheng, Y., Li, Q., Chen, Y., Xie, X., and Ma, W.-Y. Understanding mobility based on GPS data. In Proc. UbiComp, ACM (2008), 312-321.
    • (2008) Proc. UbiComp , pp. 312-321
    • Zheng, Y.1    Li, Q.2    Chen, Y.3    Xie, X.4    Ma, W.-Y.5
  • 20
    • 78449245352 scopus 로고    scopus 로고
    • Geolife: A collaborative social networking service among user, location and trajectory.
    • Zheng, Y., Xie, X., and Ma, W.-Y. Geolife: A collaborative social networking service among user, location and trajectory. IEEE Data Engineering Bulletin 33, 2 (2010), 32-39.
    • (2010) IEEE Data Engineering Bulletin , vol.33 , Issue.2 , pp. 32-39
    • Zheng, Y.1    Xie, X.2    Ma, W.-Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.