使用分层分布式图转换管理分布式生物医学本体中的变更。

Pub Date : 2015-01-01 DOI:10.1504/ijdmb.2015.066334
Arash Shaban-Nejad, Volker Haarslev
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引用次数: 10

摘要

现有的工具和算法无法充分解决本体演化和变更管理的问题,这主要是由于缺乏适当的知识表示形式来处理时间抽象符号以及过度依赖人为因素。此外,目前的大多数方法都集中在本体内部结构的变化和与其他现有本体的相互作用上,而被广泛忽视。在我们的研究中,在揭示和分类了一些流行的生物医学本体中的一些常见变化之后,我们提出了一个新的基于代理的框架,代表,合法和复制(RLR),以半自动管理生物本体的进化,重点是真菌web本体,人工干预最少。RLR帮助和指导本体工程师完成变更管理过程,并帮助跟踪和表示变更,特别是通过使用范畴论和层次图转换。
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Managing changes in distributed biomedical ontologies using hierarchical distributed graph transformation.

The issue of ontology evolution and change management is inadequately addressed by available tools and algorithms, mostly due to the lack of suitable knowledge representation formalisms to deal with temporal abstract notations and the overreliance on human factors. Also most of the current approaches have been focused on changes within the internal structure of ontologies and interactions with other existing ontologies have been widely neglected. In our research, after revealing and classifying some of the common alterations in a number of popular biomedical ontologies, we present a novel agent-based framework, Represent, Legitimate and Reproduce (RLR), to semi-automatically manage the evolution of bio-ontologies, with emphasis on the FungalWeb Ontology, with minimal human intervention. RLR assists and guides ontology engineers through the change management process in general and aids in tracking and representing the changes, particularly through the use of category theory and hierarchical graph transformation.

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