Inferring Grant Support Types From Online Biomedical Articles.
Kim J, Le DX, Thoma GR
22nd IEEE ISCBMS. Albuquerque, NM. August 2009
Abstract:
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%.
Kim J, Le DX, Thoma GR. Inferring Grant Support Types From Online Biomedical Articles.
22nd IEEE ISCBMS. Albuquerque, NM. August 2009