메뉴 건너뛰기




Volumn 8, Issue 5, 2017, Pages

RCMC: Recognizing crowd-mobility patterns in cities based on location based social networks data

Author keywords

Crowd patterns; Smart cities; Urban computing; Urban mobility

Indexed keywords

CLUSTERING ALGORITHMS; DATA VISUALIZATION; DISASTER PREVENTION; DISASTERS; FACTORIZATION; LOCATION; NETWORK FUNCTION VIRTUALIZATION; RECOMMENDER SYSTEMS; SOCIAL NETWORKING (ONLINE); VISUALIZATION;

EID: 85028566476     PISSN: 21576904     EISSN: 21576912     Source Type: Journal    
DOI: 10.1145/3086636     Document Type: Article
Times cited : (11)

References (45)
  • 1
    • 84927562466 scopus 로고    scopus 로고
    • Traffic flow prediction for road transportation networks with limited traffic data
    • 2015
    • Afshin Abadi, Tooraj Rajabioun, and Petros A. Ioannou. 2015. Traffic flow prediction for road transportation networks with limited traffic data. IEEE Trans. Intell. Transport. Syst. 16, 2(2015), 653-662.
    • (2015) IEEE Trans. Intell. Transport. Syst , vol.16 , Issue.2 , pp. 653-662
    • Abadi, A.1    Rajabioun, T.2    Ioannou, P.A.3
  • 2
    • 0037213089 scopus 로고    scopus 로고
    • An information-theoretic perspective of tf-idf measures
    • 2003
    • Akiko Aizawa. 2003. An information-theoretic perspective of tf-idf measures. Inf. Process. Manag. 39, 1(2003), 45-65.
    • (2003) Inf. Process. Manag , vol.39 , Issue.1 , pp. 45-65
    • Aizawa, A.1
  • 6
    • 84991316056 scopus 로고    scopus 로고
    • Machine learning as a service for enabling internet of things and people
    • 2016
    • Haytham Assem, Lei Xu, Teodora Sandra Buda, and Declan O'Sullivan. 2016. Machine learning as a service for enabling internet of things and people. Pers. Ubiq. Comput. 20, 6(2016), 899-914.
    • (2016) Pers. Ubiq. Comput , vol.20 , Issue.6 , pp. 899-914
    • Assem, H.1    Xu, L.2    Sandra Buda, T.3    O'Sullivan, D.4
  • 7
    • 84939986391 scopus 로고    scopus 로고
    • Recommendations in location-based social networks: A survey
    • 2015
    • Jie Bao, Yu Zheng, David Wilkie, and Mohamed Mokbel. 2015. Recommendations in location-based social networks: A survey. Geoinformatica 19, 3(2015), 525-565.
    • (2015) Geoinformatica , vol.19 , Issue.3 , pp. 525-565
    • Bao, J.1    Zheng, Y.2    Wilkie, D.3    Mokbel, M.4
  • 9
    • 84861170800 scopus 로고    scopus 로고
    • Probabilistic topic models
    • 2012
    • David M. Blei. 2012. Probabilistic topic models. Commun. ACM 55, 4(2012), 77-84.
    • (2012) Commun. ACM , vol.55 , Issue.4 , pp. 77-84
    • Blei, D.M.1
  • 10
    • 0141607824 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • 2003, Jan
    • David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent dirichlet allocation. J. Mach. Learn. Res. 3, Jan (2003), 993-1022.
    • (2003) J. Mach. Learn. Res , vol.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 11
    • 36749071484 scopus 로고    scopus 로고
    • SVD based initialization: A head start for nonnegative matrix factorization
    • 2008
    • Christos Boutsidis and Efstratios Gallopoulos. 2008. SVD based initialization: A head start for nonnegative matrix factorization. Pattern Recogn. 41, 4(2008), 1350-1362.
    • (2008) Pattern Recogn , vol.41 , Issue.4 , pp. 1350-1362
    • Boutsidis, C.1    Gallopoulos, E.2
  • 13
    • 84936942761 scopus 로고    scopus 로고
    • Road traffic congestion monitoring in social media with hinge-loss Markov random fields
    • 2014, In, IEEE
    • Po-Ta Chen, Feng Chen, and Zhen Qian. 2014. Road traffic congestion monitoring in social media with hinge-loss Markov random fields. In 2014 IEEE International Conference on Data Mining. IEEE, 80-89.
    • 2014 IEEE International Conference on Data Mining , pp. 80-89
    • Chen, P.-T.1    Chen, F.2    Qian, Z.3
  • 16
    • 85028546000 scopus 로고    scopus 로고
    • Detecting and analyzing urban regions with high impact of weather change on transport
    • 2017
    • Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, and Lionel M. Ni. 2017. Detecting and analyzing urban regions with high impact of weather change on transport. IEEE Trans. Big Data 3, 2(2017), 126-139.
    • (2017) IEEE Trans. Big Data , vol.3 , Issue.2 , pp. 126-139
    • Ding, Y.1    Li, Y.2    Deng, K.3    Tan, H.4    Yuan, M.5    Ni, L.M.6
  • 17
    • 65049089233 scopus 로고    scopus 로고
    • Eigenbehaviors: Identifying structure in routine
    • 2009
    • Nathan Eagle and Alex Sandy Pentland. 2009. Eigenbehaviors: Identifying structure in routine. Behav. Ecol. Sociobiol. 63, 7(2009), 1057-1066.
    • (2009) Behav. Ecol. Sociobiol , vol.63 , Issue.7 , pp. 1057-1066
    • Eagle, N.1    Sandy Pentland, A.2
  • 21
    • 70849126253 scopus 로고    scopus 로고
    • The unreasonable effectiveness of data
    • 2009
    • Alon Halevy, Peter Norvig, and Fernando Pereira. 2009. The unreasonable effectiveness of data. IEEE Intell. Syst. 24, 2(2009), 8-12.
    • (2009) IEEE Intell. Syst , vol.24 , Issue.2 , pp. 8-12
    • Halevy, A.1    Norvig, P.2    Pereira, F.3
  • 22
    • 84901405586 scopus 로고    scopus 로고
    • Urban activity pattern classification using topic models from online geo-location data
    • 2014
    • Samiul Hasan and Satish V. Ukkusuri. 2014. Urban activity pattern classification using topic models from online geo-location data. Transport. Res. Part C: Emerg. Technol. 44(2014), 363-381.
    • (2014) Transport. Res. Part C: Emerg. Technol , vol.44 , pp. 363-381
    • Hasan, S.1    Ukkusuri, S.V.2
  • 24
    • 84855521756 scopus 로고    scopus 로고
    • The S-Space package: An open source package for word space models
    • Association for Computational Linguistics
    • David Jurgens and Keith Stevens. 2010. The S-Space package: An open source package for word space models. In Proceedings of the ACL 2010 System Demonstrations. Association for Computational Linguistics, 30-35.
    • (2010) Proceedings of the ACL 2010 System Demonstrations , pp. 30-35
    • Jurgens, D.1    Stevens, K.2
  • 26
    • 84944595142 scopus 로고    scopus 로고
    • Nonnegative matrix factorization for interactive topic modeling and document clustering
    • Da Kuang, Jaegul Choo, and Haesun Park. 2015. Nonnegative matrix factorization for interactive topic modeling and document clustering. In Partitional Clustering Algorithms. Springer, 215-243.
    • (2015) Partitional Clustering Algorithms. Springer , pp. 215-243
    • Kuang, D.1    Choo, J.2    Park, H.3
  • 27
    • 84862792974 scopus 로고    scopus 로고
    • Urban land uses and traffic 'source-sink areas': Evidence from GPS-enabled taxi data in Shanghai
    • 2012
    • Yu Liu, Fahui Wang, Yu Xiao, and Song Gao. 2012. Urban land uses and traffic 'source-sink areas': Evidence from GPS-enabled taxi data in Shanghai. Landsc. Urban Plan. 106, 1(2012), 73-87.
    • (2012) Landsc. Urban Plan , vol.106 , Issue.1 , pp. 73-87
    • Liu, Y.1    Wang, F.2    Xiao, Y.3    Gao, S.4
  • 28
    • 84881495252 scopus 로고    scopus 로고
    • Exploiting semantic annotations for clustering geographic areas and users in location-based social networks
    • 2011
    • Anastasios Noulas, Salvatore Scellato, Cecilia Mascolo, and Massimiliano Pontil. 2011. Exploiting semantic annotations for clustering geographic areas and users in location-based social networks. Soc. Mobile Web 11(2011), 02.
    • (2011) Soc. Mobile Web , vol.11 , pp. 02
    • Noulas, A.1    Scellato, S.2    Mascolo, C.3    Pontil, M.4
  • 29
    • 79952735310 scopus 로고    scopus 로고
    • Smart card data use in public transit: A literature review
    • 2011
    • Marie-Pier Pelletier, Martin Trépanier, and Catherine Morency. 2011. Smart card data use in public transit: A literature review. Transport. Res. Part C: Emerg. Technol. 19, 4(2011), 557-568.
    • (2011) Transport. Res. Part C: Emerg. Technol , vol.19 , Issue.4 , pp. 557-568
    • Pelletier, M.1    TréPanier, M.2    Morency, C.3
  • 31
    • 70350654032 scopus 로고    scopus 로고
    • Eigenplaces: Analysing cities using the space-time structure of the mobile phone network
    • 2009
    • Jonathan Reades, Francesco Calabrese, and Carlo Ratti. 2009. Eigenplaces: Analysing cities using the space-time structure of the mobile phone network. Environ. Plan. B: Plan. Des. 36, 5(2009), 824-836.
    • (2009) Environ. Plan. B: Plan. Des. , vol.36 , Issue.5 , pp. 824-836
    • Reades, J.1    Calabrese, F.2    Ratti, C.3
  • 33
    • 79958041810 scopus 로고    scopus 로고
    • An alignment approach for context prediction tasks in ubicomp environments
    • 2010
    • Stephan Sigg, Sandra Haseloff, and Klaus David. 2010. An alignment approach for context prediction tasks in ubicomp environments. IEEE Perv. Comput. 9, 4(2010), 90-97.
    • (2010) IEEE Perv. Comput , vol.9 , Issue.4 , pp. 90-97
    • Sigg, S.1    Haseloff, S.2    David, K.3
  • 34
    • 84928902060 scopus 로고    scopus 로고
    • Predicting traffic volumes and estimating the effects of shocks in massive transportation systems
    • 2015
    • Ricardo Silva, Soong Moon Kang, and Edoardo M. Airoldi. 2015. Predicting traffic volumes and estimating the effects of shocks in massive transportation systems. Proc. Natl. Acad. Sci. U. S. A. 112, 18(2015), 5643-5648.
    • (2015) Proc. Natl. Acad. Sci. U. S. A , vol.112 , Issue.18 , pp. 5643-5648
    • Silva, R.1    Moon Kang, S.2    Airoldi, E.M.3
  • 40
    • 84915753270 scopus 로고    scopus 로고
    • Accurate and interpretable Bayesian MARS for traffic flow prediction
    • 2014
    • Yanyan Xu, Qing-Jie Kong, Reinhard Klette, and Yuncai Liu. 2014. Accurate and interpretable Bayesian MARS for traffic flow prediction. IEEE Trans. Intell. Transport. Syst. 15, 6(2014), 2457-2469.
    • (2014) IEEE Trans. Intell. Transport. Syst , vol.15 , Issue.6 , pp. 2457-2469
    • Xu, Y.1    Kong, Q.2    Klette, R.3    Liu, Y.4
  • 42
    • 84922837428 scopus 로고    scopus 로고
    • Discovering urban functional zones using latent activity trajectories
    • 2015
    • Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, and Hui Xiong. 2015. Discovering urban functional zones using latent activity trajectories. IEEE Trans. Knowl. Data Eng. 27, 3(2015), 712-725.
    • (2015) IEEE Trans. Knowl. Data Eng , vol.27 , Issue.3 , pp. 712-725
    • Jing Yuan, N.1    Zheng, Y.2    Xie, X.3    Wang, Y.4    Zheng, K.5    Xiong, H.6
  • 44
    • 84995680432 scopus 로고    scopus 로고
    • Urban computing: Concepts, methodologies, and applications
    • 2014
    • Yu Zheng, Licia Capra, Ouri Wolfson, and Hai Yang. 2014. Urban computing: Concepts, methodologies, and applications. ACM Trans. Intell. Syst. Technol. 5, 3(2014), 38.
    • (2014) ACM Trans. Intell. Syst. Technol , vol.5 , Issue.3 , pp. 38
    • Zheng, Y.1    Capra, L.2    Wolfson, O.3    Yang, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.