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Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data

机译:异构生物数据信息集成中数据仓库与中介方法的比较研究

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摘要

In recent years, there are various types of data source in different format available in such field that we call heterogeneous data. This project will focus on heterogeneous biological data which is has diversity of sources data in a form of files and databases. Biological data sources store life sciences information that get from several finding techniques like experiments or computational technologies and the data consists o f various file format such as flat file, XML and pdb file and also cover in different data types such as genome, proteome metabolic pathways and regulatory pathways[1]. It is difficult to manage these several heterogeneity sources and these sources work dependently where biologist or researchers need to access them one by one to complete their tasks and experiments. It is time consuming and because of that, information integration approaches have been introduces where several databases can be made to work together. Three principal approaches of information integration are federation, warehousing and mediation [2] where each of this has their own advantages and disadvantages. Focusing on combining of warehousing and mediation approach that a complementary of advantages and disadvantages of both approaches. Response time of retrieval data in mediation, warehousing and combination of both approaches is subject to be analyses.
机译:近年来,在我们称为异类数据的领域中,存在着不同格式的各种类型的数据源。该项目将侧重于异构生物数据,这些数据以文件和数据库的形式具有多种来源数据。生物数据源存储从多种发现技术(例如实验或计算技术)中获得的生命科学信息,并且数据由各种文件格式(例如平面文件,XML和pdb文件)组成,并且还涵盖了不同的数据类型,例如基因组,蛋白质组代谢途径和调节途径[1]。很难管理这几种异质性源,并且这些源依赖于生物学家或研究人员需要逐一访问以完成其任务和实验的工作。这很耗时,因此,引入了信息集成方法,可以使多个数据库一起工作。信息集成的三种主要方法是联合,仓库和中介[2],每种方法各有优缺点。着重于将仓储和调解方法相结合,这两种方法的优缺点互补。在调解,仓储和两种方法的组合中,检索数据的响应时间都有待分析。

著录项

  • 作者

    Beeran Kutty Suhaili;

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  • 年度 2009
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  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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