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Volumn 172, Issue , 2016, Pages 168-179

Online indexing and clustering of social media data for emergency management

Author keywords

Emergency management; Event detection; Information filtering; Online clustering; Online indexing

Indexed keywords

CIVIL DEFENSE; DISASTERS; EMERGENCY SERVICES; HURRICANES; INDEXING (OF INFORMATION); INFORMATION FILTERING; RISK MANAGEMENT;

EID: 84946493759     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2015.01.084     Document Type: Article
Times cited : (54)

References (65)
  • 1
    • 79960051093 scopus 로고    scopus 로고
    • Online social media in crisis events
    • Palen L. Online social media in crisis events. EDUCAUSE Q. (EQ) 2008, 31(3):76-78. 〈http://www.educause.edu/〉.
    • (2008) EDUCAUSE Q. (EQ) , vol.31 , Issue.3 , pp. 76-78
    • Palen, L.1
  • 3
    • 84905033739 scopus 로고    scopus 로고
    • A holistic approach to evaluating social media's successful implementation into emergency management operations: applied research in an action research study
    • R. Westbrook, T. Karlgaard, C. White, J. Knapic, A holistic approach to evaluating social media's successful implementation into emergency management operations: applied research in an action research study, Int. J. Inf. Syst. Crisis Response Manag. 4 (2012) 1-13.
    • (2012) Int. J. Inf. Syst. Crisis Response Manag , vol.4 , pp. 1-13
    • Westbrook, R.1    Karlgaard, T.2    White, C.3    Knapic, J.4
  • 6
    • 84905584890 scopus 로고    scopus 로고
    • GT2FC. an online growing interval type-2 self-learning fuzzy classifier
    • Bouchachia A., Vanaret C. GT2FC. an online growing interval type-2 self-learning fuzzy classifier. IEEE Trans. Fuzzy Syst. 2014, 22(4):999-1018.
    • (2014) IEEE Trans. Fuzzy Syst. , vol.22 , Issue.4 , pp. 999-1018
    • Bouchachia, A.1    Vanaret, C.2
  • 7
    • 84869049262 scopus 로고    scopus 로고
    • Eventshop: from heterogeneous web streams to personalized situation detection and control
    • WebSci '12, ACM, New York, NY, USA
    • M. Gao, V.K. Singh, R. Jain, Eventshop: from heterogeneous web streams to personalized situation detection and control, in: Proceedings of the 3rd Annual ACM Web Science Conference, WebSci '12, ACM, New York, NY, USA, 2012, pp. 105-108.
    • (2012) Proceedings of the 3rd Annual ACM Web Science Conference , pp. 105-108
    • Gao, M.1    Singh, V.K.2    Jain, R.3
  • 8
    • 84867410703 scopus 로고    scopus 로고
    • Nowcasting events from the social web with statistical learning
    • 72:1-72:22
    • Lampos V., Cristianini N. Nowcasting events from the social web with statistical learning. ACM Trans. Intell. Syst. Technol. 2012, 3(4):72:1-72:22.
    • (2012) ACM Trans. Intell. Syst. Technol. , vol.3 , Issue.4
    • Lampos, V.1    Cristianini, N.2
  • 12
    • 84899408473 scopus 로고    scopus 로고
    • A participant-based approach for event summarization using twitter streams
    • C. Shen, F. Liu, F. Weng, T. Li, A participant-based approach for event summarization using twitter streams, in: Proceedings of NAACL-HLT, 2013, pp. 1152-1162.
    • (2013) Proceedings of NAACL-HLT , pp. 1152-1162
    • Shen, C.1    Liu, F.2    Weng, F.3    Li, T.4
  • 20
    • 84894428190 scopus 로고    scopus 로고
    • Digital volunteerism during disaster: crowdsourcing information processing
    • K. Starbird, Digital volunteerism during disaster: crowdsourcing information processing, in: Conference on Human Factors in Computing Systems, 2011, pp. 1-4.
    • (2011) Conference on Human Factors in Computing Systems , pp. 1-4
    • Starbird, K.1
  • 27
    • 84893487408 scopus 로고    scopus 로고
    • Graph-based multimodal clustering for social event detection in large collections of images
    • Springer International Publishing, Switzerland
    • Petkos G., Papadopoulos S., Schinas E., Kompatsiaris Y. Graph-based multimodal clustering for social event detection in large collections of images. MultiMedia Modeling, Lecture Notes in Computer Science 2014, vol. 8325:146-158. Springer International Publishing, Switzerland.
    • (2014) MultiMedia Modeling, Lecture Notes in Computer Science , vol.8325 , pp. 146-158
    • Petkos, G.1    Papadopoulos, S.2    Schinas, E.3    Kompatsiaris, Y.4
  • 32
    • 79955649703 scopus 로고    scopus 로고
    • Human activity analysis. a review
    • 16-1-16:43
    • Aggarwal J., Ryoo M. Human activity analysis. a review. ACM Comput. Surv. (CSUR) 2011, 43(3):16-1-16:43.
    • (2011) ACM Comput. Surv. (CSUR) , vol.43 , Issue.3
    • Aggarwal, J.1    Ryoo, M.2
  • 33
    • 77956354481 scopus 로고    scopus 로고
    • Visual query suggestion. towards capturing user intent in internet image search
    • 13:1-13:19
    • Zha Z.-J., Yang L., Mei T., Wang M., Wang Z., Chua T.-S., Hua X.-S. Visual query suggestion. towards capturing user intent in internet image search. Commun. Appl. (TOMM) 2010, 6(3):13:1-13:19.
    • (2010) Commun. Appl. (TOMM) , vol.6 , Issue.3
    • Zha, Z.-J.1    Yang, L.2    Mei, T.3    Wang, M.4    Wang, Z.5    Chua, T.-S.6    Hua, X.-S.7
  • 39
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • ICML '97, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
    • Y. Yang, J.O. Pedersen, A comparative study on feature selection in text categorization, in: Proceedings of the International Conference on Machine Learning, ICML '97, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1997, pp. 412-420.
    • (1997) Proceedings of the International Conference on Machine Learning , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 41
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • Liu H., Yu L. Toward integrating feature selection algorithms for classification and clustering. IEEE Trans. Knowl. Data Eng. 2005, 17(4):491-502.
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 47
    • 38349151563 scopus 로고    scopus 로고
    • A novelty-based clustering method for on-line documents
    • Khy S., Ishikawa Y., Kitagawa H. A novelty-based clustering method for on-line documents. World Wide Web 2008, 11:1-37.
    • (2008) World Wide Web , vol.11 , pp. 1-37
    • Khy, S.1    Ishikawa, Y.2    Kitagawa, H.3
  • 49
    • 0002390851 scopus 로고    scopus 로고
    • Efficient feature selection in conceptual clustering
    • ICML '97, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA
    • M. Devaney, A. Ram, Efficient feature selection in conceptual clustering, in: Proceedings of the Fourteenth International Conference on Machine Learning, ICML '97, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 1997, pp. 92-97.
    • (1997) Proceedings of the Fourteenth International Conference on Machine Learning , pp. 92-97
    • Devaney, M.1    Ram, A.2
  • 51
    • 33748339019 scopus 로고    scopus 로고
    • Towards incremental fuzzy classifiers
    • Bouchachia A., Mittermeir R. Towards incremental fuzzy classifiers. Soft Comput. 2007, 11(2):193-207.
    • (2007) Soft Comput. , vol.11 , Issue.2 , pp. 193-207
    • Bouchachia, A.1    Mittermeir, R.2
  • 53
    • 0035576171 scopus 로고    scopus 로고
    • Incremental learning with respect to new incoming input attributes
    • Guan S.-U., Li S. Incremental learning with respect to new incoming input attributes. Neural Process. Lett. 2001, 14(3):241-260.
    • (2001) Neural Process. Lett. , vol.14 , Issue.3 , pp. 241-260
    • Guan, S.-U.1    Li, S.2
  • 55
    • 33646504407 scopus 로고    scopus 로고
    • On the utility of incremental feature selection for the classification of textual data streams
    • Springer, Berlin, Heidelberg, New York
    • Katakis I., Tsoumakas G., Vlahavas I. On the utility of incremental feature selection for the classification of textual data streams. Advances in Informatics, Lecture Notes in Computer Science 2005, vol. 3746:338-348. Springer, Berlin, Heidelberg, New York.
    • (2005) Advances in Informatics, Lecture Notes in Computer Science , vol.3746 , pp. 338-348
    • Katakis, I.1    Tsoumakas, G.2    Vlahavas, I.3
  • 56
    • 84946499485 scopus 로고    scopus 로고
    • Named Entity Recognition (NER) and Information Extraction (IE)
    • February 2013.
    • The Stanford Natural Language Processing Group, Named Entity Recognition (NER) and Information Extraction (IE), February 2013. . http://nlp.stanford.edu/ner/index.shtml.
  • 61
    • 84887903553 scopus 로고    scopus 로고
    • Effects of Hurricane Sandy in New York
    • August 2012.
    • Wikipedia Article, Effects of Hurricane Sandy in New York, August 2012. http://en.wikipedia.org/wiki/Effects_of_Hurricane_Sandy_in_New_York.
  • 62
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • Porter M.F. An algorithm for suffix stripping. Progr.: Electron. Libr. Inf. 1980, 14:130-137.
    • (1980) Progr.: Electron. Libr. Inf. , vol.14 , pp. 130-137
    • Porter, M.F.1
  • 64
    • 0023453329 scopus 로고
    • Silhouettes. a graphical aid to the interpretation and validation of cluster analysis
    • Rousseeuw P.J. Silhouettes. a graphical aid to the interpretation and validation of cluster analysis. J. Comput. Appl. Math. 1987, 20:53-65.
    • (1987) J. Comput. Appl. Math. , vol.20 , pp. 53-65
    • Rousseeuw, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.