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An Ontology Based Approach for Information Retrieval and Visualization

机译:基于本体的信息检索与可视化方法

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摘要

In study to be able to exchange the semantics of information, one first needs to agree on how to explicitly model it. Ontologies are a mechanism for representing such formal and shared domain descriptions. They can be used to annotate data with labels (metadata) indicating their meaning, thereby making their semantics explicit and machine-accessible. For Visualizing the retrieved results, schema visualization techniques are used, which primarily focuses on the structure of the ontology, i.e. its concepts and their relationships. Unlike data models, the fundamental asset of ontologies is their relative independence of particular applications, i.e. ontology consists of relatively generic knowledge that can be reused by different kinds of applications/tasks. In general, for information retrieval, though various techniques are evolved, effective and efficient retrieval mechanisms lack in providing results in a better way. Hence this paper aims at providing a classical ontology based approach for information retrieval and visualization.
机译:在能够交换信息语义的研究中,首先需要就如何显式建模信息达成共识。本体是代表这种形式化和共享域描述的机制。它们可用于使用带有标注(元数据)的数据来标注数据,以指示其含义,从而使其语义明确且可机器访问。为了可视化检索到的结果,使用了模式可视化技术,该技术主要关注于本体的结构,即其概念及其关系。与数据模型不同,本体的基本资产是它们对特定应用程序的相对独立性,即本体由相对通用的知识组成,可以被不同种类的应用程序/任务重用。通常,对于信息检索,尽管发展了各种技术,但有效的高效检索机制仍缺乏以更好的方式提供结果的机制。因此,本文旨在提供一种基于经典本体的信息检索和可视化方法。

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