Human genome conceptual modeling: An ontological framework for the design and implementation of genomic Information Systems

Ainoha Martin Mayordomo
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引用次数: 1

Abstract

The objective of the work presented in this paper is to design and develop an Information System that integrates genome information currently scattered in different repositories. The comprehension of biological and concretely genomic concepts is an extremely attractive research topic due to the needs of experts. The system has been developed following a conceptual-model and ontological description based methodology. This work provides a conceptual model to represent, in a formal way, genome knowledge and a ontological description with high-level detail to describe some aspects that conceptual modeling can not cover. To keep information regarding the changes to an evolving environment a versioning system is necessary. On the other hand when the conceptual model is established, it is implemented in a database. The database acts as a unified repository of integrated information that will allow biologists to perform efficient recovery tasks. Lastly, a loading module will be implemented, using an ETL (extraction, transformation and load) strategy, in order to integrate data from relevant variation repositories.
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人类基因组概念建模:基因组信息系统设计与实现的本体论框架
本文提出的工作目标是设计和开发一个信息系统,将目前分散在不同存储库中的基因组信息集成在一起。由于专家的需要,对生物学和具体基因组概念的理解是一个极具吸引力的研究课题。该系统是按照概念模型和本体描述为基础的方法开发的。这项工作提供了一个概念模型,以形式化的方式表示基因组知识,并提供了一个具有高层次细节的本体论描述,以描述概念建模无法涵盖的一些方面。为了在不断发展的环境中保存有关更改的信息,版本控制系统是必要的。另一方面,当概念模型建立后,在数据库中实现。该数据库作为集成信息的统一存储库,将允许生物学家执行有效的恢复任务。最后,将使用ETL(提取、转换和加载)策略实现加载模块,以便集成来自相关变体存储库的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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