On the geo-indicativeness of non-georeferenced text

ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media

Volumn , Issue , 2012, Pages 375-378

  Adams, Benjamin ^a   Janowicz, Krzysztof ^b  

^a Santa Barbara   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EARTH'S SURFACE; GEO-STATISTICS; GEOGRAPHIC LOCATION; LINKED DATUM; NAMED ENTITY RECOGNITION; NATURAL LANGUAGE PROCESSING; PLACE-BASED; STRUCTURED DATA;

NATURAL LANGUAGE PROCESSING SYSTEMS; PROBABILITY DISTRIBUTIONS; SEMANTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84889869183     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Blei, D. M.; Ng, A. Y.; and Jordan, M. I. 2003. Latent dirichlet allocation. Journal of Machine Learning Research 3:993-1022.
2. Chang, J., and Blei, D. 2009. Relational topic models for document networks. In Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS), 81-88.
3. Etzioni, O.; Cafarella, M.; Downey, D.; Popescu, A.-M.; Shaked, T.; Soderland, S.; Weld, D. S.; and Yates, A. 2005. Unsupervised named-entity extraction from the web: an experimental study. Artificial Intelligence 165(1):91-134.
4. Griffiths, T. L., and Steyvers, M. 2004. Finding scientific topics. Proceedings of the National Academy of Sciences 101(Suppl. 1):5228-5235.
5. Hays, J., and Efros, A. A. 2008. im2gps: estimating geographic information from a single image. In Proceedings of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society.
6. Ramage, D.; Hall, D.; Nallapati, R.; and Manning, C. D. 2009. Labeled lda: A supervised topic model for credit attribution in multi-labeled corpora. In EMNLP, 248-256. ACL.
7. Silverman, B.W. 1986. Density estimation: for statistics and data analysis. Monographs on Statistics and Applied Probability 26.
8. Tomaszewski, B. M.; Blanford, J.; Ross, K.; Pezanowski, S.; and MacEachren, A. M. 2011. Supporting geographicallyaware web document foraging and sensemaking. Computers, Environment and Urban Systems 35(3):192-207.
9. Wing, B., and Baldridge, J. 2011. Simple supervised document geolocation with geodesic grids. In ACL, 955-964. The Association for Computer Linguistics.