期刊
JOURNAL OF BIOMEDICAL INFORMATICS
卷 37, 期 1, 页码 43-53出版社
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jbi.2003.10.001
关键词
text mining; bioinformatics; information extraction; molecular networks; molecular interactions; database; artificial intelligence; knowledge engineering; machine learning
资金
- NIGMS NIH HHS [GM61372] Funding Source: Medline
The immense growth in the volume of research literature and experimental data in the field of molecular biology calls for efficient automatic methods to capture and store information. In recent years. several groups have worked on specific problems in this area, such as automated selection of articles pertinent to molecular biology. or automated extraction of information using natural-language processing. information visualization. and generation of specialized knowledge bases for molecular biology. GeneWays is an integrated system that combines several such subtasks. It analyzes interactions between molecular Substances, drawing on multiple Sources of information to infer a consensus view of molecular networks. GeneWays is designed as an open platform, allowing researchers to query. review. and critique stored information. (C) 2003 Elsevier Inc. All rights reserved.
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