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 Wang | 1 | 47 | 19.00 |
Stephen Wu | 2 | 1 | 0.34 |
Dingcheng Li | 3 | 227 | 28.21 |
Saeed Mehrabi | 4 | 33 | 2.96 |
Hongfang Liu | 5 | 1479 | 160.66 |