Utilizing text mining results: The Pasta Web System

G. Demetriou, R. Gaizauskas
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引用次数: 17

Abstract

Information Extraction (IE), defined as the activity to extract structured knowledge from unstructured text sources, offers new opportunities for the exploitation of biological information contained in the vast amounts of scientific literature. But while IE technology has received increasing attention in the area of molecular biology, there have not been many examples of IE systems successfully deployed in end-user applications. We describe the development of PASTAWeb, a WWW-based interface to the extraction output of PASTA, an IE system that extracts protein structure information from MEDLINE abstracts. Key characteristics of PASTAWeb are the seamless integration of the PASTA extraction results (templates) with WWW-based technology, the dynamic generation of WWW content from 'static' data and the fusion of information extracted from multiple documents.
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利用文本挖掘结果:面食Web系统
信息提取(Information Extraction, IE)是指从非结构化文本源中提取结构化知识的活动,它为开发大量科学文献中包含的生物信息提供了新的机会。但是,虽然IE技术在分子生物学领域受到越来越多的关注,但在最终用户应用中成功部署IE系统的例子并不多。我们描述了PASTAWeb的开发,这是一个基于www的PASTA提取输出接口,一个从MEDLINE摘要中提取蛋白质结构信息的IE系统。PASTAWeb的主要特点是将PASTA提取结果(模板)与基于WWW的技术无缝集成,从“静态”数据动态生成WWW内容,以及融合从多个文档中提取的信息。
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MPLUS: a probabilistic medical language understanding system Tuning support vector machines for biomedical named entity recognition Biomedical text retrieval in languages with a complex morphology Utilizing text mining results: The Pasta Web System Contrast and variability in gene names
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