Year: 2009 |
Download Free Adobe Acrobat Reader |
LHNCBC-2009-024 |
Inferring Grant Support Types From Online Biomedical Articles |
Kim J, Le DX, Thoma GR |
22nd IEEE ISCBMS. Albuquerque, NMo. August 2009 |
The category of institution or organization underwriting the research reported in a scientific article is a required field (Grant Support type) in the bibliographic record of that article in the MEDLINE database. We describe a system based on a combination of a Naive Bayes classifier and heuristic rules that automatically infers the Grant Support types from article text. Testing the performance of the system on 2,000 biomedical articles shows Precision, Recall, and F-Measure exceeding 95%. |
PDF |