Pigeo: A Python geotagging tool

54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - System Demonstrations

Volumn , Issue , 2016, Pages 127-132

  Rahimi, Afshin ^a   Cohn, Trevor ^a   Baldwin, Timothy ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; GEOGRAPHIC INFORMATION SYSTEMS;

GEO-TAGGING; GEOLOCATIONS; PREDICTION TOOLS; SERVICE-BASED; TEXT INPUT;

HIGH LEVEL LANGUAGES;

EID: 85016507931     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/p16-4022     Document Type: Conference Paper

References (24)

1. Zahra Ashktorab, Christopher Brown, Manojit Nandi, and Aron Culotta. 2014. Tweedr: Mining Twitter to inform disaster response. In Proceedings of The 11th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2014), pages 354-358, University Park, USA.
2. Lars Backstrom, Eric Sun, and Cameron Marlow. 2010. Find me if you can: improving geographical prediction with social and spatial proximity. In Proceedings of the 19th International Conference on World Wide Web (WWW 2010), pages 61-70, Raleigh, USA.
3. Zhiyuan Cheng, James Caverlee, and Kyumin Lee. 2010. You are where you tweet: a content-based approach to geo-locating Twitter users. In Proceedings of the 19th ACM International Conference Information and Knowledge Management (CIKM 2010), pages 759-768, Toronto, Canada.
4. Emiliano De Cristofaro, Claudio Soriente, Gene Tsudik, and Albert Williams. 2012. Hummingbird: Privacy at the time of Twitter. In Proceedings of the 2012 IEEE Symposium on Security and Privacy (SP), pages 285-299, San Francisco, USA.
5. Mark Dredze, Michael J Paul, Shane Bergsma, and Hieu Tran. 2013. Carmen: A twitter geolocation system with applications to public health. In Proceedings of the AAAI 2013 Workshop on Expanding the Boundaries of Health Informatics Using AI (HIAI), pages 20-24, Bellevue, USA.
6. Mark Dredze, Miles Osborne, and Prabhanjan Kambadur. 2016. Geolocation for Twitter: Timing matters. In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL 2016), San Diego, USA.
7. Jacob Eisenstein, Brendan O'Connor, Noah A Smith, and Eric P Xing. 2010. A latent variable model for geographic lexical variation. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), pages 1277-1287, Boston, USA.
8. Carlos Gutierrez, Paulo Figuerias, Pedro Oliveira, Ruben Costa, and Ricardo Jardim-Goncalves. 2015. Twitter mining for traffic events detection. In Science and Information Conference (SAL), 2015, pages 371-378.
9. Bo Han, Paul Cook, and Timothy Baldwin. 2012. Geolocation prediction in social media data by finding location indicative words. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), pages 1045-1062, Mumbai, India.
10. Bo Han, Paul Cook, and Timothy Baldwin. 2013. A stacking-based approach to Twitter user geolocation prediction. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013): System Demonstrations, pages 7-12, Sofia, Bulgaria.
11. Bo Han, Paul Cook, and Timothy Baldwin. 2014. Text-based Twitter user geolocation prediction. Journal of Artificial Intelligence Research, 49:451-500.
12. Shen-Shyang Ho, Mike Lieberman, Pu Wang, and Hanan Samet. 2012. Mining future spatiotemporal events and their sentiment from online news articles for location-aware recommendation system. In Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, pages 25-32, Redondo Beach, USA.
13. David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, and Derek Ruths. 2015. Geolocation prediction in twitter using social networks: A critical analysis and review of current practice. In Proceedings of the 9th International Conference on Weblogs and Social Media (ICWSM 2015), pages 188-197, Oxford, UK.
14. David Jurgens. 2013. That's what friends are for: Inferring location in online social media platforms based on social relationships. In Proceedings of the 7th International Conference on Weblogs and Social Media (ICWSM 2013), pages 273-282, Boston, USA.
15. Kwan Hui Lim and Amitava Datta. 2013. A topological approach for detecting twitter communities with common interests. In Ubiquitous Social Media Analysis, pages 23-43. Springer.
16. Wolfgang Maier and Carlos Gómez-Rodriguez. 2014. Language variety identification in Spanish tweets. In Proceedings of the EMNLP2014 Workshop on Language Technology for Closely Related Languages and Language Variants, pages 25-35, Doha, Qatar.
17. Michael J Paul, Mark Dredze, David A Broniatowski, and Nicholas Generous. 2015. Worldwide influenza surveillance through twitter. In AAAI Workshop on the World Wide Web and Public Health Intelligence, Austin, USA.
18. Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al. 2011. Scikit-learn: Machine learning in Python. The Journal of Machine Learning Research, 12:2825-2830.
19. Afshin Rahimi, Trevor Cohn, and Timothy Baldwin. 2015a. Twitter user geolocation using a unified text and network prediction model. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics - 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2015), pages 630-636, Beijing, China.
20. Afshin Rahimi, Duy Vu, Trevor Cohn, and Timothy Baldwin. 2015b. Exploiting text and network context for geolocation of social media users. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL HLT 2015), pages 1362-1367, Denver, USA.
21. Dominic Rout, Kalina Bontcheva, Daniel Preofiuc-Pietro, and Trevor Cohn. 2013. Where's @wally?: A classification approach to geolocating users based on their social ties. In Proceedings of the 24th ACM Conference on Hypertext and Social Media (Hypertext 2013), pages 11-20, Paris, France.
22. Vetle I Torvik. 2015. Mapaffil: A bibliographic tool for mapping author affiliation strings to cities and their geocodes worldwide. D-Lib Magazine, 21(11):9.
23. Benjamin P Wing and Jason Baldridge. 2011. Simple supervised document geolocation with geodesic grids. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies-Volume 1 (ACL-HLT 2011), pages 955-964, Portland, USA.
24. Benjamin P Wing and Jason Baldridge. 2014. Hierarchical discriminative classification for text-based geolocation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), pages 336-348, Doha, Qatar.