Automatic Climate Classification of Environmental Science Literature

Australasian Language Technology Association Workshop 2013, ALTA 2013 - Proceedings

Volumn , Issue , 2013, Pages 123-130

  Willett, Jared ^a,b   Baldwin, Timothy ^a,b   Martinez, David ^b   Webb, J Angus ^c  

^a Department of Computing and Information Systems ^*

^b CSIRO   (Australia)

^c UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ENVIRONMENTAL MANAGEMENT; SUPPORT VECTOR MACHINES;

ENVIRONMENTAL SCIENCE; EVIDENCE-BASED; EXTRACT INFORMATIONS; SUPPORT VECTORS MACHINE; TYPE-CATEGORY;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84949123134     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. F. Boudin, J.Y. Nie, and M. Dawes. 2010. Clinical information retrieval using document and PICO structure. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 822-830, Los Angeles, USA.
2. C.-C. Chang and C.-J. Lin. 2011. LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1-27:27. Software available at http://www.csie.ntu. edu.tw/cjlin/libsvm.
3. G. Chung. 2009. Sentence retrieval for abstracts of randomized controlled trials. BMC Medical Informatics and Decision Making, 9(1):10.
4. J.R. Finkel, T. Grenager, and C. Manning. 2005. Incorporating non-local information into information extraction systems by Gibbs sampling. In Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pages 363-370, Ann Arbor, USA.
5. A. Gaudinat and C. Boyer. 2002. Automatic extraction of MeSH terms from Medline abstracts. In Workshop on Natural Language Processing in Biomedical Applications, pages 53-57, Nicosia, Cyprus.
6. S. Kim, D. Martinez, L. Cavedon, and L. Yencken. 2011. Automatic classification of sentences to support evidence based medicine. BMC Bioinformatics, 12(Suppl 2):S5.
7. S.E. Overell and S. R¨uger. 2006. Identifying and grounding descriptions of places. In 3rd Workshop on Geographic Information Retrieval, Seattle, USA.
8. M.C. Peel, B.L. Finlayson, and T.A. McMahon. 2007. Updated world map of the K¨oppen-Geiger climate classification. Hydrology and Earth System Sciences, 11:1633-1644.
9. D.L. Sackett, W. Rosenberg, JA Gray, R.B. Haynes, and W.S. Richardson. 1996. Evidence based medicine: what it is and what it isn't. British Medical Journal, 312(7023):71-72.
10. D. Santos and M.S. Chaves. 2006. The place of place in geographical IR. In 3rd Workshop on Geographic Information Retrieval, Seattle, USA.
11. N. Stokes, Y. Li, A. Moffat, and J. Rong. 2008. An empirical study of the effects of NLP components on geographic IR performance. International Journal of Geographical Information Science, 22(3):247- 264.
12. J.A. Webb, S.R. Wealands, P. Lea, S.J. Nichols, S.C. de Little, M.J. Stewardson, R.H. Norris, F. Chan, D. Marinova, and R.S. Anderssen. 2011. Eco Evidence: using the scientific literature to inform evidence-based decision making in environmental management. In MODSIM2011 International Congress on Modelling and Simulation, pages 2472-2478, Perth, Australia.
13. J.A. Webb, S.C. de Little, K.A. Miller, and M.J. Stewardson. 2012a. Eco Evidence Database: a distributed modelling resource for systematic literature analysis in environmental science and management. In 2012 International Congress on Environmental Modelling and Software, pages 1135-1142, Leipzig, Germany.
14. J.A. Webb, E.M. Wallis, and M.J. Stewardson. 2012b. A systematic review of published evidence linking wetland plants to water regime components. Aquatic Botany, 103:1-14.
15. J. Willett, T. Baldwin, D. Martinez, and A. Webb. 2012. Classification of study region in environmental science abstracts. In Proceedings of the Australasian Language Technology Association Workshop 2012, pages 118-122, Dunedin, New Zealand. 13.