生物信息学数据整合的中介分类系统

Feng Ji, Jack Fu, R. Elmasri, N. Stojanovic, Geoffrey Grant
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引用次数: 3

摘要

在生物医学/生物研究领域,科学家经常面临信息爆炸的问题。发出查询后,将返回一组数据实例id,如蛋白质加入号。每一种蛋白质都必须检查其感兴趣的特征。本文研究了基于多层抽象框架的中介领域本体背景下生物数据的表征与区分。我们的中介系统以混合本体(内部核心本体概念和外部分类/注释概念)为特征,用于在交互、途径和过程的背景下解释蛋白质和基因实例数据,实现实例级数据集成的目标。
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Mediated taxonomy system for bioinformatics data integration
In biomedical/biological research fields, scientists usually face the problem of information explosion. Once a query is issued, a collection of data instance IDs such as protein accession numbers are returned. Each protein must be checked for the features of interest. This paper addresses the characterization and differentiating of biological data in the context of mediated domain ontology based on the multilevel abstraction framework. Our mediator system features hybrid ontologies (internal core ontology concept and external classification/annotation concepts) for the interpretation of protein and gene instance data in the context of interaction, pathway and process, which achieve the goal of data integration at the instance level.
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