Multi-layer crisis mapping: A social media-based approach

Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE

Volumn , Issue , 2012, Pages 379-384

  Birregah, Babiga ^a   Top, Tony ^a   Perez, Charles ^a   Châtelet, Eric ^a   Matta, Nada ^a   Lemercier, Marc ^a   Snoussi, Hichem ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE TROYES   (France)

Author keywords

Clustering; Crisis mapping; Multi layer; Need solution matrix; Social media; Twitter

Indexed keywords

AUSTRALIA; CATASTROPHIC EVENT; CLUSTERING; CRISIS MANAGEMENT; EMERGENCY OPERATIONS; INFORMATION COLLECTIONS; INTEGRATED APPROACH; ME-XICO; MICROBLOGGING; SOCIAL MEDIA; SUPPORT TOOL; TWITTER;

SOCIAL NETWORKING (ONLINE);

MAPPING;

EID: 84866913802     PISSN: 15244547     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WETICE.2012.47     Document Type: Conference Paper

References (35)

1. I. Norheim-Hagtun and P. Meier, "Crowdsourcing for Crisis Mapping in Haiti," Innovations: Technology, Governance, Globalization, vol. 5, no. 4, pp. 81-89, 2010.
2. J. Howe, Crowdsourcing: Why the Power of the Crowd Is Driving the Future of Business, 1st ed. New York, NY, USA: Crown Publishing Group, 2008.
3. Y. Qu, C. Huang, P. Zhang, and J. Zhang, "Microblogging after a major disaster in china: a case study of the 2010 yushu earthquake," in Proceedings of the ACM 2011 conference on Computer supported cooperative work, ser. CSCW '11. New York, NY, USA: ACM, 2011, pp. 25-34.
4. R. Goolsby, "Social media as crisis platform: The future of community maps/crisis maps," ACM Trans. Intell. Syst. Technol., vol. 1, pp. 7:1-7:11, October 2010.
5. R. Munro, "Crowdsourced translation for emergency response in Haiti: the global collaboration of local knowledge," proc. of Collaborative Translation: technology, crowdsourcing, and the translator perspective, AMTA, 2010.
6. T. Sakaki, M. Okazaki, and Y. Matsuo, "Earthquake shakes twitter users: real-time event detection by social sensors," in Proceedings of the 19th international conference on World wide web. ACM, 2010, pp. 851-860.
7. A. Platt, C. Hood, and L. Citrin, "From earthquakes to# morecowbell: Identifying sub-topics in social network communications," in Privacy, Security, Risk and Trust (PASSAT), 2011 IEEE Third International Conference on and 2011 IEEE Third International Confernece on Social Computing (SocialCom). IEEE, 2011, pp. 541-544.
8. A. Tapia, K. Bajpai, B. Jansen, J. Yen, and L. Giles, "Seeking the trustworthy tweet: Can microblogged data fit the information needs of disaster response and humanitarian relief organizations," in Proceedings of the 8th International ISCRAM Conference, 2011, pp. 1-10.
9. P. Anantharam, C. Henson, K. Thirunarayan, and A. Sheth, "Trust model for semantic sensor and social networks: A preliminary report," in Aerospace and Electronics Conference (NAECON), Proceedings of the IEEE 2010 National. IEEE, 2011, pp. 1-5.
10. C. Castillo, M. Mendoza, and B. Poblete, "Information credibility on twitter," in Proceedings of the 20th international conference on World wide web. ACM, 2011, pp. 675-684.
11. M. Gupta and J. Han, "Heterogeneous network-based trust analysis: a survey," ACM SIGKDD Explorations Newsletter, vol. 13, no. 1, pp. 54-71, 2011.
12. R. Lee and K. Sumiya, "Measuring geographical regularities of crowd behaviors for twitter-based geo-social event detection," in Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Location Based Social Networks. ACM, 2010, pp. 1-10.
13. A. Pozdnoukhov and C. Kaiser, "Space-time dynamics of topics in streaming text," in Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks. ACM, 2011, p. 8.
14. C.-H. Lee, "Mining spatio-temporal information on microblogging streams using a density-based online clustering method," Expert Systems with Applications, vol. 39, no. 10, pp. 9623 - 9641, 2012.
15. J. Fowler and N. Christakis, "Cooperative behavior cascades in human social networks," Proceedings of the National Academy of Sciences, vol. 107, no. 12, p. 5334, 2010.
16. D. Quercia, L. Capra, and J. Crowcroft, "The social world of twitter: Topics, geography, and emotions," in 6th AAAI Conference on Weblogs and Social Media (ICWSM), 2012.
17. C. Chong and S. Kumar, "Sensor networks: Evolution, opportunities, and challenges," Proceedings of the IEEE, vol. 91, no. 8, pp. 1247-1256, 2003.
18. K. Lorincz, D. Malan, T. Fulford-Jones, A. Nawoj, A. Clavel, V. Shnayder, G. Mainland, M. Welsh, and S. Moulton, "Sensor networks for emergency response: Challenges and opportunities," Pervasive Computing, IEEE, vol. 3, no. 4, pp. 16-23, 2004.
19. P. Kułakowski, E. Calle, and J. Marzo, "Performance study of wireless sensor and actuator networks in forest fire scenarios," International Journal of Communication Systems, 2012.
20. S. Kanhere, "Participatory sensing: Crowdsourcing data from mobile smartphones in urban spaces," in Mobile Data Management (MDM), 2011 12th IEEE International Conference on, vol. 2. IEEE, 2011, pp. 3-6.
21. IOM, "Iom data protection manual," International Organization for Migration, Tech. Rep., 2012.
22. H. Gao, G. Barbier, and R. Goolsby, "Harnessing the crowd-sourcing power of social media for disaster relief," Intelligent Systems, IEEE, vol. 26, no. 3, pp. 10-14, 2011.
23. A. Vivacqua and M. Borges, "Collective intelligence for the design of emergency response," in Computer Supported Cooperative Work in Design (CSCWD), 2010 14th International Conference on. IEEE, 2010, pp. 623-628.
24. M. Torjmen, K. Pinel-Sauvagnat, and M. Boughanem, "Using textual and structural context for searching multimedia elements," International Journal of Business Intelligence and Data Mining, vol. 5, no. 4, pp. 323-352, 2010.
25. A. MacEachren, A. Jaiswal, A. Robinson, S. Pezanowski, A. Savelyev, P. Mitra, X. Zhang, and J. Blanford, "Sense-place2: Geotwitter analytics support for situational awareness," in Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on, oct. 2011, pp. 181-190.
26. L. Chen, C. Li, Y. Huang, and C. Shih, "A rapid method for detecting geographically disconnected areas after disasters," in Technologies for Homeland Security (HST), 2011 IEEE International Conference on. IEEE, 2011, pp. 501-506.
27. H. Becker, M. Naaman, and L. Gravano, "Beyond trending topics: Real-world event identification on twitter," in Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media (ICWSM 11), 2011.
28. J. Leskovec, "Social media analytics: tracking, modeling and predicting the flow of information through networks," in Proceedings of the 20th international conference companion on World wide web. ACM, 2011, pp. 277-278.
29. Y. Lin, J. Sun, H. Sundaram, A. Kelliher, P. Castro, and R. Konuru, "Community discovery via metagraph factorization," ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 5, no. 3, p. 17, 2011.
30. P. O. Wennerberg, "Ontology based knowledge discovery in social networks," JRC Joint Research Center, European Commission, Institute for the Protection and Security of the Citizen (IPSC), Tech. Rep., 2005.
31. R. Klamma, M. Spaniol, and D. Denev, "Paladin: A pattern based approach to knowledge discovery in digital social networks," in Proceedings of I-KNOW, vol. 6, 2006, pp. 6-8.
32. M. Coscia, F. Giannotti, and R. Pensa, "Social network analysis as knowledge discovery process: A case study on digital bibliography," in Social Network Analysis and Mining, 2009. ASONAM'09. International Conference on Advances in. IEEE, 2009, pp. 279-283.
33. M. Mathioudakis and N. Koudas, "Twittermonitor: trend detection over the twitter stream," in Proceedings of the 2010 international conference on Management of data. ACM, 2010, pp. 1155-1158.
34. I. Cvijikj and F. Michahelles, "Monitoring trends on face-book," in Dependable, Autonomic and Secure Computing (DASC), 2011 IEEE Ninth International Conference on. IEEE, 2011, pp. 895-902.
35. K. Lee, D. Palsetia, R. Narayanan, M. Patwary, M. Ali, A. Agrawal, and A. Choudhary, "Twitter trending topic classification," in Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on. IEEE, 2011, pp. 251-258.