Supporting Systematic Reviews Using Text Mining

Social Science Computer Review - Tập 27 Số 4 - Trang 509-523 - 2009
Sophia Ananiadou1, Brian Rea1, Naoaki Okazaki2, Rob Procter1, James Thomas3
1University of Manchester, United Kingdom
2University of Tokyo
3University of London

Tóm tắt

In this article, we describe how we are using text mining solutions to enhance the production of systematic reviews. The aims of this collaborative project are the development of a text mining framework to support systematic reviews and the provision of a service exemplar serving as a test bed for deriving requirements for the development of more generally applicable text mining tools and services.

Từ khóa


Tài liệu tham khảo

Bollegala, D., Proceedings from the 21st International Conference on Computational Linguistics

Carroll, J., Proceedings from the UK e-Science All Hands Meeting

10.1177/0002716203254762

Dumais, S., Platt, J., Heckerman, D. & Sahami, M. ( 1998). Inductive learning algorithms and representations for text categorization. In G. Gardarin (Ed.), Information and knowledge management (pp. 148-155). Bethesda, MD : ACM Press.

Frantzi, K., 2000, International Journal on Digital Libraries, 3, 115, 10.1007/s007999900023

Hartswood, M., 2008, Co-realisation: Evolving IT artefacts by design

Hey, T., 2003, Series A, Mathematical, Physical, and Engineering Sciences, 361, 1809, 10.1098/rsta.2003.1224

Hull, D., 2008, PLoS Computational Biology, 4, e1000204, 10.1371/journal.pcbi.1000204

Jirotka, M., 1994, Requirements engineering: Social and technical issues

Joachims, T., 1998, Lecture Notes in Computer Science, 1398, 137, 10.1007/BFb0026683

Lin, C.Y., Proceedings from the 40th Annual Meeting on Association for Computational Linguistics

Okazaki, N., Proceedings from the 21st International Conference on Computational Linguistics

Okazaki, N., Proceedings from NTCIR-4

2005, Lecture notes in computer science, 3528, 439, 10.1007/11495772_68

Sebastiani, F., 2002, Computing Surveys, 34, 1, 10.1145/505282.505283

Sasaki, Y., Proceedings from the IEEE International Conference on BioInformation and BioMedicine

Tsuruoka, Y., 2008, BMC Bioinformatics, 9, S2, 10.1186/1471-2105-9-S3-S2