Fine-grained geolocalisation of non-geotagged tweets

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015

Volumn , Issue , 2015, Pages 105-112

  Paraskevopoulos, Pavlos ^a   Palpanas, Themis ^b  

^a UNIVERSITY OF TRENTO   (Italy)

^b UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

Geolocation; Geotag; Social networks; Twitter

Indexed keywords

TRACKING (POSITION); TRAFFIC CONGESTION;

EXPERIMENTAL EVALUATION; GEO-TAGS; GEOGRAPHIC COORDINATES; GEOLOCATIONS; LARGE SCALE EVENTS; SOCIAL ACTIVITIES; TOOLS AND APPLICATIONS; TWITTER;

SOCIAL NETWORKING (ONLINE);

EID: 84962528520     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2808797.2808869     Document Type: Conference Paper

References (32)

1. Twitter, https://twitter.com.
2. Facebook, https://www.facebook.com/.
3. Google+, https://plus.google.com.
4. M. Tsytsarau and T. Palpanas, "Survey on mining subjective data on the web," Data Mining and Knowledge Discovery, 2012.
5. T. Sakaki, M. Okazaki, and Y. Matsuo, "Earthquake shakes twitter users: real-time event detection by social sensors," in WWW, 2010.
6. M. Mathioudakis and N. Koudas, "Twittermonitor: trend detection over the twitter stream," in SIGMOD, 2010.
7. M. Tsytsarau, T. Palpanas, and K. Denecke, "Scalable discovery of contradictions on the web," in WWW, 2010.
8. V. Frias-Martinez, V. Soto, H. Hohwald, and E. Frias-Martinez, "Characterizing urban landscapes using geolocated tweets," in SocialCom-PASSAT, 2012.
9. M. Balduini, E. Della Valle, D. DellAglio, M. Tsytsarau, T. Palpanas, and C. Confalonieri, "Social listening of city scale events using the streaming linked data framework," in ISWC, 2013.
10. A. Crooks, A. Croitoru, A. Stefanidis, and J. Radzikowski, "# earthquake: Twitter as a distributed sensor system," Transactions in GIS, vol. 17, no. 1, pp. 124-147, 2013.
11. M. Balduini, S. Bocconi, A. Bozzon, E. Della Valle, Y. Huang, J. Oosterman, T. Palpanas, and M. Tsytsarau, "A case study of active, continuous and predictive social media analytics for smart city," in ISWC Workshop on Semantics for Smarter Cities (S4SC).
12. M. Tsytsarau and T. Palpanas, "Nia: System for news impact analytics," KDD Workshop on Interactive Data Exploration and Analytics (IDEA), 2014.
13. M. Tsytsarau, T. Palpanas, and K. Denecke, "Scalable detection of sentiment-based contradictions," DiversiWeb, WWW, 2011.
14. M. Tsytsarau, S. Amer-Yahia, and T. Palpanas, "Efficient sentiment correlation for large-scale demographics," in SIGMOD, 2013.
15. P. Paraskevopoulos, T.-C. Dinh, Z. Dashdorj, T. Palpanas, and L. Serafini, "Identification and characterization of human behavior patterns from mobile phone data," NetMob, 2013.
16. M. Tsytsarau, T. Palpanas, and M. Castellanos, "Dynamics of news events and social media reaction," in SIGKDD, 2014.
17. K. Leetaru, S. Wang, G. Cao, A. Padmanabhan, and E. Shook, "Mapping the global twitter heartbeat: The geography of twitter," First Monday, vol. 18, no. 5, 2013.
18. V. Murdock, "Your mileage may vary: on the limits of social media," SIGSPATIAL Special, 2011.
19. B. Han, P. Cook, and T. Baldwin, "Text-based twitter user geolocation prediction," JAIR, 2014.
20. H.-w. Chang, D. Lee, M. Eltaher, and J. Lee, "@ phillies tweeting from philly? predicting twitter user locations with spatial word usage," in ASONAM, 2012.
21. S. Kinsella, V. Murdock, and N. O'Hare, "I'm eating a sandwich in glasgow: modeling locations with tweets," in SMUC, 2011.
22. P. S. Earle, D. C. Bowden, and M. Guy, "Twitter earthquake detection: earthquake monitoring in a social world," Annals of Geophysics, vol. 54, no. 6, 2012.
23. H. Abdelhaq, C. Sengstock, and M. Gertz, "Eventweet: Online localized event detection from twitter," Proceedings of the VLDB Endowment, vol. 6, no. 12, 2013.
24. C. Li and A. Sun, "Fine-grained location extraction from tweets with temporal awareness," in SIGIR, 2014.
25. S. Van Canneyt, O. Van Laere, S. Schockaert, and B. Dhoedt, "Using social media to find places of interest: a case study," in SIGSPATIAL (GEOCROWD), 2012.
26. E. Malmi, T. M. T. Do, and D. Gatica-Perez, "From foursquare to my square: Learning check-in behavior from multiple sources," in ICWSM, 2013.
27. Q. Yuan, G. Cong, Z. Ma, A. Sun, and N. M. Thalmann, "Who, where, when and what: discover spatio-temporal topics for twitter users," in SIGKDD, 2013.
28. Z. Cheng, J. Caverlee, and K. Lee, "You are where you tweet: a content-based approach to geo-locating twitter users," in CIKM, 2010.
29. J. Eisenstein, B. O'Connor, N. A. Smith, and E. P. Xing, "A latent variable model for geographic lexical variation," in EMNLP, 2010.
30. S. M. Paradesi, "Geotagging tweets using their content." in FLAIRS Conference, 2011.
31. D. M. Blei, A. Y. Ng, and M. I. Jordan, "Latent dirichlet allocation," the Journal of machine Learning research, 2003.
32. P. Serdyukov, V. Murdock, and R. Van Zwol, "Placing flickr photos on a map," in SIGIR, 2009.