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Advanced type-based schema mapping: A new approach in data integration.

机译:基于类型的高级模式映射:数据集成的新方法。

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摘要

The World Wide Web (WWW), one of the world's most important sources, holds a huge amount of available information. Many people have exploited the web as a virtual storage. In spite of being publicly and readily available, web data can hardly be properly queried or manipulated as done, for instance, in traditional databases, because most web data may be represented heterogeneously. There is a needs for systems to help people to cope with the heterogeneous information.; An increasing demand for Web data leads to the question of how this information can be extracted and how semantically useful structures are mapped. Schema mapping in life sciences is complicated by several factors: heterogeneity and non-standard naming of scientific objects, and in many instances traditional mapping techniques fail completely. Therefore, advanced information extraction and schema, mapping techniques are required to process Web data automatically.; An impressive and unprecedented schema mapping technique has been designed in order to match seemingly unrelated terms using data type information and graph grammar mining technique.
机译:万维网(WWW)是世界上最重要的资源之一,拥有大量可用信息。许多人已经将Web用作虚拟存储。尽管Web数据是公开的和容易获得的,但是由于大多数Web数据可能是异构表示的,因此,例如在传统数据库中,Web数据几乎很难像以前那样被适当地查询或操纵。需要一种系统来帮助人们应对异构信息。对Web数据的需求不断增长,引发了以下问题:如何提取此信息以及如何映射语义上有用的结构。生命科学中的模式映射因以下几个因素而变得复杂:科学对象的异质性和非标准命名,并且在许多情况下,传统的映射技术完全失败。因此,需要高级信息提取和模式,映射技术来自动处理Web数据。为了使用数据类型信息和图形语法挖掘技术来匹配看似无关的术语,已经设计了一种令人印象深刻且前所未有的模式映射技术。

著录项

  • 作者

    Son, Youngju.;

  • 作者单位

    Wayne State University.;

  • 授予单位 Wayne State University.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 84 p.
  • 总页数 84
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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