Behaviour analysis using tweet data and geo-tag data in a natural disaster

Transportation Research Procedia

Volumn 11, Issue , 2015, Pages 399-412

  Hara, Yusuke ^a  

^a TOHOKU UNIVERSITY   (Japan)

Author keywords

information extraction from social media data; returning home behaviour in a disaster; travel behaviour analysis in a disaster

Indexed keywords

EID: 84959261775     PISSN: 23521457     EISSN: 23521465     Source Type: Conference Proceeding    
DOI: 10.1016/j.trpro.2015.12.033     Document Type: Conference Paper

References (21)

1. M. Ben-Akiva, and S. Lerman Discrete Choice Analysis: Theory and Application to Travel Demand 1985 MIT Press Cambridge, MA
2. L. Bengtsson, X. Lu, A. Thorson, R. Garfield, and J. von Schreeb Improved response to disasters and outbreaks by tracking population movements with mobile phone network data: A post-earthquake geospatial study in Haiti PLoS Medicine 8 8 2011 e1001083
3. Chen, P.-T., Chen, F., Qian, Z., 2014. Road traffic congestion monitoring in social media with hinge-loss markov random fields. 2014 IEEE International Conference on Data Mining (ICDM), 80-89.
4. Hiroi, Y., 2011. The report of victims unable to return home in Tokyo metropolitan area under the Great East Japan Earthquake - social survey and analysis - (in Japanese). http://www.cbr.mlit.go.jp/kensei/pdf/reference.pdf.
5. Hong, L., Ahmed, A., Gurumurthy, S., Smola, A.J., Tsioutsiouliklis, K., 2012. Discovering geographical topics in the twitter stream. Proceedings of the 21st International Conference on World Wide Web, 769-778.
6. Louis, C.S., Zorlu, G., 2012. Can Twitter predict disease outbreaks?. BMJ, 344:e2353. doi: 10.1136/bmj.e2353.
7. X. Lu, L. Bengtsson, and P. Holme Predictability of population displacement after the 2010 Haiti earthquake Proceedings of the National Academy of Sciences of the United States of America 109 29 2012 11576 11581
8. Mai, E., Hranac, R., 2013. Twitter interactions as a data source for transportation incidents. Proceedings of Transportation Research Board 92nd Annual Meeting, 13-1636.
9. A. Majid, L. Chen, G. Chen, H.M. Mirza, I. Hussain, and J. Woodward A context-aware personalized travel recommendation system based on geotagged social media data mining International Journal of Geographical Information Science 27 4 2013 662 684
10. McFadden, D., 1974. Conditional logit analysis of qualitative choice behavior. Frontiers in Econometrics, Academic Press, New York, 105-142.
11. Measures Council for victims unable to return home when an earthquake directly hits Tokyo metropolitan area, 2012. Measures council for victims unable to return home by earthquake that directly hits Tokyo Area Final Report (in Japanese). http://www.bousai.go.jp/jishin/syuto/kitaku/pdf/saishu02.pdf.
12. MeCab, 2014. MeCab: Yet another part-of-speech and morphological analyzer, http://mecab.sourceforge.net/.
13. Pan, B., Zheng, Y., Wilkie, D., Shahabi, C., 2013. Crowd sensing of traffic anomalies based on human mobility and social media. Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, p344-353.
14. Sakaki, T., Okazaki, M., Matsuo, Y., 2010. Earthquake shakes Twitter users: real-time event detection by social sensors, Proceedings of the 19th International Conference on World Wide Web (WWW'10), 851-860.
15. Schulz, A., Ristoski, P., Paulheim, H., 2013. I see a car crash: Real-time detection of small scale incidents in microblogs, In The Semantic Web: ESWC 2013 Satellite Events, 22-33.
16. T. Shelton, A. Poorthuis, M. Graham, and M. Zook Mapping the data shadows of Hurricane Sandy: Uncovering the sociospatial dimensions of 'big data' Geoforum 52 2014 167 179
17. Signorini, A., Segre, A.M., Polgreen, P.M., 2011. The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic. PLoS ONE 6(5): e19467. doi:10.1371/journal.pone.0019467.
18. Survey Research Center, 2011. Survey of the Great East Japan Earthquake disaster ("victims unable to return home") (in Japanese). http://www.surece.co.jp/src/research/area/pdf/press-19.pdf.
19. K. Train Discrete Choice Methods with Simulation 2003 Cambridge University Press Cambridge
20. Yin, Z., Cao, L., Han, J., Zhai, C., Huang, T., 2011. Geographical topic discovery and comparison. Proceedings of the 20th International Conference on World Wide Web, 247-256.
21. Yuhashi, H, 2012. Returning-home situation and information behavior in the Great East Japan Earthquake. Japan Society for Disaster Information Studies 14th Workshop (in Japanese), A-4-2, 140-143.