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pmid: 22177292
pmc: PMC3299809
handle: 10261/46963 , 11250/2366683 , 1854/LU-2010323 , 11343/263196 , 2027.42/112780
pmid: 22177292
pmc: PMC3299809
handle: 10261/46963 , 11250/2366683 , 1854/LU-2010323 , 11343/263196 , 2027.42/112780
Bio-molecular event extraction from literature is recognized as an important task of bio text mining and, as such, many relevant systems have been developed and made available during the last decade. While such systems provide useful services individually, there is a need for a meta-service to enable comparison and ensemble of such services, offering optimal solutions for various purposes.We have integrated nine event extraction systems in the U-Compare framework, making them intercompatible and interoperable with other U-Compare components. The U-Compare event meta-service provides various meta-level features for comparison and ensemble of multiple event extraction systems. Experimental results show that the performance improvements achieved by the ensemble are significant.While individual event extraction systems themselves provide useful features for bio text mining, the U-Compare meta-service is expected to improve the accessibility to the individual systems, and to enable meta-level uses over multiple event extraction systems such as comparison and ensemble.
BioNLP, event extraction, QH301-705.5, text-mining, Computer applications to medicine. Medical informatics, R858-859.7, Biology and Life Sciences, meta-service, Biochemistry, 004, Computer Science Applications, Computer Systems, INFORMATION EXTRACTION, Data Mining, CORPUS, Biology (General), Periodicals as Topic, Molecular Biology, Software, Research Article
BioNLP, event extraction, QH301-705.5, text-mining, Computer applications to medicine. Medical informatics, R858-859.7, Biology and Life Sciences, meta-service, Biochemistry, 004, Computer Science Applications, Computer Systems, INFORMATION EXTRACTION, Data Mining, CORPUS, Biology (General), Periodicals as Topic, Molecular Biology, Software, Research Article
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 11 | |
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| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Top 10% | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Top 10% |
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| downloads | 82 |

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