메뉴 건너뛰기




Volumn , Issue , 2014, Pages 427-434

Once upon a crime: Towards crime prediction from demographics and mobile data

Author keywords

Crime prediction; Mobile sensing; Urban computing

Indexed keywords

AGGREGATES; BEHAVIORAL RESEARCH; FORECASTING; INTERACTIVE COMPUTER SYSTEMS; POPULATION STATISTICS; SOCIAL SCIENCES;

EID: 84947240946     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2663204.2663254     Document Type: Conference Paper
Times cited : (257)

References (49)
  • 1
    • 84860701629 scopus 로고    scopus 로고
    • Analysis of a random forests model
    • 98888
    • G. Biau. Analysis of a random forests model. The Journal of Machine Learning Research, 98888(1):1063-1095, 2012.
    • (2012) The Journal of Machine Learning Research , Issue.1 , pp. 1063-1095
    • Biau, G.1
  • 2
    • 0013823542 scopus 로고
    • Urban crime patterns
    • S. L. Boggs. Urban crime patterns. American Sociological Review, 30(6):pp. 899-908, 1965.
    • (1965) American Sociological Review , vol.30 , Issue.6 , pp. 899-908
    • Boggs, S.L.1
  • 3
    • 84893626808 scopus 로고    scopus 로고
    • Happiness recognition from mobile phone data
    • A. Bogomolov, B. Lepri, and F. Pianesi. Happiness recognition from mobile phone data. In Social Com 2013, pages 790-795, 2013.
    • (2013) Social Com , vol.2013 , pp. 790-795
    • Bogomolov, A.1    Lepri, B.2    Pianesi, F.3
  • 5
    • 0000133998 scopus 로고
    • An analysis of transformations
    • Series B (Methodological)
    • G. E. P. Box and D. R. Cox. An Analysis of Transformations. Journal of the Royal Statistical Society. Series B (Methodological), 26(2):211-252, 1964.
    • (1964) Journal of the Royal Statistical Society , vol.26 , Issue.2 , pp. 211-252
    • Box, G.E.P.1    Cox, D.R.2
  • 8
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 11
    • 65349156663 scopus 로고    scopus 로고
    • The utility of hotspot mapping for predicting spatial patterns of crime
    • S. Chainey, L. Tompson, and S. Uhlig. The utility of hotspot mapping for predicting spatial patterns of crime. Security Journal, 21:4-28, 2008.
    • (2008) Security Journal , vol.21 , pp. 4-28
    • Chainey, S.1    Tompson, L.2    Uhlig, S.3
  • 12
    • 0033465305 scopus 로고    scopus 로고
    • Crime, urban ight, and the consequences for the cities
    • J. Cullen and S. Levitt. Crime, urban ight, and the consequences for the cities. Review of Economics and Statistics, (81):159-169, 2009.
    • (2009) Review of Economics and Statistics , Issue.81 , pp. 159-169
    • Cullen, J.1    Levitt, S.2
  • 14
    • 84862275787 scopus 로고    scopus 로고
    • Modeling the co-evolution of behaviors and social relationships using mobile phone data
    • W. Dong, B. Lepri, and A. Pentland. Modeling the co-evolution of behaviors and social relationships using mobile phone data. In MUM 2011, 2011.
    • (2011) Mum , vol.2011
    • Dong, W.1    Lepri, B.2    Pentland, A.3
  • 15
    • 77953058692 scopus 로고    scopus 로고
    • Network diversity and economic development
    • N. Eagle, M. Macy, and R. Claxton. Network diversity and economic development. Science, 328(5981):1029-1031, 2010.
    • (2010) Science , vol.328 , Issue.5981 , pp. 1029-1031
    • Eagle, N.1    Macy, M.2    Claxton, R.3
  • 20
    • 84856139738 scopus 로고    scopus 로고
    • An agent-based model of epidemic spread using human mobility and social network information
    • International Conference on, IEEE
    • E. Frias-Martinez, G. Williamson, and V. Frias-Martinez. An agent-based model of epidemic spread using human mobility and social network information. In Social Computing (SocialCom), 2011 International Conference on, pages 57-64. IEEE, 2011.
    • (2011) Social Computing (Social Com) , vol.2011 , pp. 57-64
    • Frias-Martinez, E.1    Williamson, G.2    Frias-Martinez, V.3
  • 21
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual mobility patterns
    • M. Gonzalez, C. Hidalgo, and L. Barabasi. Understanding individual mobility patterns. Nature, 453(7196):779-782, 2008.
    • (2008) Nature , vol.453 , Issue.7196 , pp. 779-782
    • Gonzalez, M.1    Hidalgo, C.2    Barabasi, L.3
  • 26
    • 84984393184 scopus 로고
    • Poverty, income inequality, and community crime rates
    • E. B. Patterson. Poverty, income inequality, and community crime rates. Criminology, 29(4):755-776, 1991.
    • (1991) Criminology , vol.29 , Issue.4 , pp. 755-776
    • Patterson, E.B.1
  • 28
    • 33745464131 scopus 로고    scopus 로고
    • A temporal constraint theory to explain opportunity-based spatial offending patterns
    • J. H. Ratcliffe. A temporal constraint theory to explain opportunity-based spatial offending patterns. Journal of Research in Crime and Delinquency, 43(3):261-291, 2006.
    • (2006) Journal of Research in Crime and Delinquency , vol.43 , Issue.3 , pp. 261-291
    • Ratcliffe, J.H.1
  • 29
    • 84947264646 scopus 로고    scopus 로고
    • Inferring gas consumption and pollution emission of vehicles throughout a city
    • J. Shang, T. W. Zheng, and E. Chang. Inferring gas consumption and pollution emission of vehicles throughout a city. In KDD 2014, 2014.
    • (2014) Kdd , vol.2014
    • Shang, J.1    Zheng, T.W.2    Chang, E.3
  • 30
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • 623{656, July, October
    • C. Shannon. A mathematical theory of communication. Bell System Technical Journal, 27:379-423, 623{656, July, October 1948.
    • (1948) Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.1
  • 33
    • 84893577297 scopus 로고    scopus 로고
    • Predicting spending behavior using socio-mobile features
    • International Conference on, IEEE
    • V. K. Singh, L. Freeman, B. Lepri, and A. S. Pentland. Predicting spending behavior using socio-mobile features. In Social Computing (SocialCom), 2013 International Conference on, pages 174-179. IEEE, 2013.
    • (2013) Social Computing (SocialCom) , vol.2013 , pp. 174-179
    • Singh, V.K.1    Freeman, L.2    Lepri, B.3    Pentland, A.S.4
  • 35
    • 77149139158 scopus 로고    scopus 로고
    • Limits of predictability in human mobility
    • C. Song, Z. Qu, N. Blumm, and A. Barabasi. Limits of predictability in human mobility. Science, (327):1018-1021, 2010.
    • (2010) Science , Issue.327 , pp. 1018-1021
    • Song, C.1    Qu, Z.2    Blumm, N.3    Barabasi, A.4
  • 36
    • 79960325783 scopus 로고    scopus 로고
    • Prediction of socioeconomic levels using cell phone records
    • V. Soto, V. Frias-Martinez, J. Virseda, and E. Frias-Martinez. Prediction of socioeconomic levels using cell phone records. In UMAP 2011, pages 377-388, 2011.
    • (2011) Umap , vol.2011 , pp. 377-388
    • Soto, V.1    Frias-Martinez, V.2    Virseda, J.3    Frias-Martinez, E.4
  • 37
    • 84867472248 scopus 로고    scopus 로고
    • Friends don't lie - inferring personality traits from social network structure
    • J. Staiano, B. Lepri, N. Aharony, F. Pianesi, N. Sebe, and A. Pentland. Friends don't lie - inferring personality traits from social network structure. In ACM Ubicomp 2012, pages 321-330, 2012.
    • (2012) Acm Ubicomp , vol.2012 , pp. 321-330
    • Staiano, J.1    Lepri, B.2    Aharony, N.3    Pianesi, F.4    Sebe, N.5    Pentland, A.6
  • 39
    • 79960830307 scopus 로고    scopus 로고
    • Spatiotemporal correlations in criminal offense records
    • 38:1{38:18, July
    • J. L. Toole, N. Eagle, and J. B. Plotkin. Spatiotemporal correlations in criminal offense records. ACM Trans. Intell. Syst. Technol., 2(4):38:1{38:18, July 2011.
    • (2011) Acm Trans. Intell. Syst. Technol , vol.2 , Issue.4
    • Toole, J.L.1    Eagle, N.2    Plotkin, J.B.3
  • 40
    • 84890668120 scopus 로고    scopus 로고
    • Predicting elections with twitter: What 140 characters reveal about political sentiment
    • A. Tumasjan, T. O. Sprenger, P. G. Sandner, and I. M. Welpe. Predicting elections with twitter: What 140 characters reveal about political sentiment. ICWSM, 10:178-185, 2010.
    • (2010) Icwsm , vol.10 , pp. 178-185
    • Tumasjan, A.1    Sprenger, T.O.2    Sandner, P.G.3    Welpe, I.M.4
  • 41
    • 68949154557 scopus 로고    scopus 로고
    • Feature selection with ensembles, artificial variables, and redundancy elimination
    • E. Tuv, A. Borisov, G. Runger, and K. Torkkola. Feature selection with ensembles, artificial variables, and redundancy elimination. The Journal of Machine Learning Research, 10:1341{1366, 2009.
    • (2009) The Journal of Machine Learning Research , vol.10 , pp. 1341-1366
    • Tuv, E.1    Borisov, A.2    Runger, G.3    Torkkola, K.4
  • 47
    • 84867325145 scopus 로고    scopus 로고
    • Quantifying the impact of human mobility on malaria
    • A. Wesolowski, N. Eagle, A. Tatem, D. Smith, R. Noor, and C. Buckee. Quantifying the impact of human mobility on malaria. Science, 338(6104):267-270, 2012.
    • (2012) Science , vol.338 , Issue.6104 , pp. 267-270
    • Wesolowski, A.1    Eagle, N.2    Tatem, A.3    Smith, D.4    Noor, R.5    Buckee, C.6
  • 49


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.