Ontology-driven document enrichment: principles, tools and applications
Ontology-driven document enrichment: principles, tools and applications
复制标题
本体驱动的文档丰富：原理、工具和应用
DOI：
10.1006/ijhc.2000.0384
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发表时间：
2000
期刊：
影响因子：
--
通讯作者：
J. Domingue
中科院分区：
文献类型：
--
作者：
E. Motta;S. B. Shum;J. Domingue
在本文中，我们提出了一种方法，文件丰富，其中包括开发和整合正式的知识模型与档案的文件，提供智能知识检索和（可能）额外的知识密集型服务，超越了目前使用“标准”的信息检索和搜索设施。我们的方法是本体驱动的，在这个意义上说，知识模型的建设是在一个自上而下的方式进行，通过填充一个给定的本体，而不是在一个自下而上的方式，通过注释一个特定的文件。在本文中，我们给出了一个概述的方法，我们研究的各种类型的问题（如建模，组织和用户界面的问题），需要解决有效地部署我们的方法在工作场所。此外，我们还讨论了一些技术，我们已经开发出支持本体驱动的文档丰富，我们说明了我们的想法在电子新闻出版，学术话语和医疗指南的领域。
In this paper, we present an approach to document enrichment, which consists of developing and integrating formal knowledge models with archives of documents, to provide intelligent knowledge retrieval and (possibly) additional knowledge-intensive services, beyond what is currently available using “standard” information retrieval and search facilities. Our approach is ontology-driven, in the sense that the construction of the knowledge model is carried out in a top-down fashion, by populating a given ontology, rather than in a bottom-up fashion, by annotating a particular document. In this paper, we give an overview of the approach and we examine the various types of issues (e.g. modelling, organizational and user interface issues) which need to be tackled to effectively deploy our approach in the workplace. In addition, we also discuss a number of technologies we have developed to support ontology-driven document enrichment and we illustrate our ideas in the domains of electronic news publishing, scholarly discourse and medical guidelines.