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Volumn 1, Issue , 2015, Pages 203-210

Real-time local topic extraction using density-based adaptive spatiotemporal clustering for enhancing local situation awareness

Author keywords

Big data analysis; Geotagged tweets; Local topic extraction; Social data mining; Spatiotemporal analysis; Spatiotemporal clustering

Indexed keywords

BIG DATA; CLUSTERING ALGORITHMS; KNOWLEDGE MANAGEMENT;

EID: 84960941432     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5220/0005593302030210     Document Type: Conference Paper
Times cited : (1)

References (15)
  • 4
    • 84894631570 scopus 로고    scopus 로고
    • Spatiotemporal transformation of social media geostreams: A case study of twitter for flu risk analysis
    • Hwang, M.-H., Wang, S., Cao, G., Padmanabhan, A., and Zhang, Z. (2013). Spatiotemporal transformation of social media geostreams: A case study of twitter for flu risk analysis. In Proceedings of the 4th ACM SIGSPATIAL IWGS, pages 12-21.
    • (2013) Proceedings of the 4th ACM SIGSPATIAL IWGS , pp. 12-21
    • Hwang, M.-H.1    Wang, S.2    Cao, G.3    Padmanabhan, A.4    Zhang, Z.5
  • 5
    • 0030336504 scopus 로고    scopus 로고
    • Sample quantiles in statistical packages
    • Hyndman, R. J. and Fan, Y. (1996). Sample Quantiles in Statistical Packages. The American Statistician, 50(4): 361-365.
    • (1996) The American Statistician , vol.50 , Issue.4 , pp. 361-365
    • Hyndman, R.J.1    Fan, Y.2
  • 10
    • 84876312123 scopus 로고    scopus 로고
    • Geographic information from georeferenced social media data
    • Naaman, M. (2011). Geographic information from georeferenced social media data. SIGSPATIAL Special, 3(2): 54-61.
    • (2011) SIGSPATIAL Special , vol.3 , Issue.2 , pp. 54-61
    • Naaman, M.1
  • 12
    • 22044455069 scopus 로고    scopus 로고
    • Density-based clustering in spatial databases: The algorithm gdbscan and its applications
    • Sander, J., Ester, M., Kriegel, H.-P., and Xu, X. (1998). Density-based clustering in spatial databases: The algorithm gdbscan and its applications. Data Mining and Knowledge Discovery, 2(2): 169-194.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 169-194
    • Sander, J.1    Ester, M.2    Kriegel, H.-P.3    Xu, X.4
  • 13
    • 84860664747 scopus 로고    scopus 로고
    • Spatiotemporal anomaly detection through visual analysis of geolocated twitter messages
    • 2012 IEEE
    • Thom, D., Bosch, H., Koch, S., Worner, M., and Ertl, T. (2012). Spatiotemporal anomaly detection through visual analysis of geolocated twitter messages. In Pacific Visualization Symposium (PacificVis), 2012 IEEE, pages 41-48.
    • (2012) Pacific Visualization Symposium (PacificVis) , pp. 41-48
    • Thom, D.1    Bosch, H.2    Koch, S.3    Worner, M.4    Ertl, T.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.