Title
A Part-Of-Speech term weighting scheme for biomedical information retrieval.
Abstract
•A Part-Of-Speech term weighting scheme for biomedical IR is proposed.•A machine learning algorithm is proposed to compute the optimal POS weights.•The proposed POS-BoW and POS-MRF outperform the BoW and MRF models, respectively.
Year
DOI
Venue
2016
10.1016/j.jbi.2016.08.026
Journal of Biomedical Informatics
Keywords
Field
DocType
Biomedical information retrieval,Natural language processing,Part-Of-Speech,Bag-of-word,Markov random field
Tokenization (data security),Data mining,Heuristic,Data set,Weighting,Search engine,Information retrieval,Markov random field,Computer science,Line search,Text Retrieval Conference
Journal
Volume
ISSN
Citations 
63
1532-0464
1
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Yanshan Wang14719.00
Stephen Wu210.34
Dingcheng Li322728.21
Saeed Mehrabi4332.96
Hongfang Liu51479160.66