Knowledge representation and indexing using the unified medical language system.

Knowledge representation and indexing using the unified medical language system.
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使用统一医学语言系统的知识表示和索引。

DOI:
10.1142/9789814447331_0047
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发表时间:
2000
影响因子:
--
通讯作者:
Indurkhya,B
Indurkhya,B
中科院分区:
--
文献类型:
--
作者:
Baclawski,K;Cigna,J;Kokar,MM;Mager,P;Indurkhya,B

文献摘要

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本体和语义框架可以用于提高自然语言处理的准确性和表达性,以便从技术文档中提取含义。当一个丰富的本体,如统一医学语言系统(UMLS)是可用的,这是尤其如此。本文报告了一些正在开发的工具,使这成为可能,并在一些经验与用户界面的基础上的本体和语义网络,允许交互式知识探索。
Ontologies and semantic frameworks can be used to improve the accuracy and expressiveness of natural language processing for the purpose of extracting meaning from technical documents. This is especially true when a rich ontology such as the Unified Medical Language System (UMLS) is available. This paper reports on some tools being developed to make this possible and on some experience with a user interface based on ontologies and semantic networks that allows for interactive knowledge exploration.