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Gene Ontology在生物数据整合中的应用 被引量:8

Application of Gene Ontology in Integrating Bioinformatics Data
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摘要 异构数据的高效整合,在生物数据呈爆炸性增长、生物数据库复杂度不断增加的今天,具有重要的理论价值和实际意义。该文基于BioDW——一个整合的生物信息学数据仓库平台,利用统一的GeneOntology语义模型,建立异构数据库之间的语义链接,在概念和联系层次上有效地解决了生物异构数据的整合问题,实现了对生物数据智能化的多重、复合和交叉检索,为生物信息的进一步研究奠定了坚实的基础。 How to integrate data from heterogeneous bioinformatics sources efficiently has profound theoretical merit and practical significance today in the circumstances that the bioinformatics databases have become complex and the data stored in them has grown exponentially over the past decade. This paper establishes semantic connection among heterogeneous databases using semantic model gene ontology based on BioDW-an integrated bio-data warehouse, which efficiently resolves the problem of integration of data from multiple sources on the level of concept and relationship. In BioDW the paper implements intellectualized multi-scale, compound, crossed retrieval against bio-data, which establishes stable basis for further research of bioinformation.
出处 《计算机工程》 EI CAS CSCD 北大核心 2005年第2期57-58,76,共3页 Computer Engineering
基金 国家"863"计划基金资助项目(2002AA231011) 上海市重大科技资助项目(02DJ14013)
关键词 生物 整合问题 实际 检索 数据整合 层次 联系 异构数据库 语义模型 数据仓库 Ontology Bio-ontology Gene ontology Bioinformatics Integration Data warehouse
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参考文献5

  • 1曹顺良 李荣 张忠平.BioDW:一个整合的生物信息学数据仓库平台[J].计算机科学,2003,30:104-106.
  • 2Kohler J,Schulze-Kremer S. The Semantic Metadatabase (SEMEDA):Ontology Based Integration of Federated Molecular Biological Data Sources. In Silico Biology 2, 2002
  • 3Cao Shunliang, Qin Lei, Wang Wei, et al. Application of Gene Ontology in Bio-data Warehouse. Six Annual Bio-ontologies Meeting,2003-06:33-36
  • 4The Gene Ontology Consortium. Gene Ontology: Tool for the Unification of Biology. The Gene Ontology Consortium, Nature Genet,2000, 25:25-29
  • 5Resnik P. Using Information Content to Evaluate Semantic Similarity.In a Taxonomy IJCAI, 1995:448-453

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