Managing Source Schema Evolution in Web Warehouses

Adriana Marotta, Regina Motz, R. Ruggia
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引用次数: 18

Abstract

Web Data Warehouses have been introduced to enable the analysis of integrated Web data. One of the main challenges in these systems is to deal with the volatile and dynamic nature of Web sources. In this work we address the effects of adding/removing/changing Web sources and data items to the Data Warehouse (DW) schema. By managing source evolution we mean the automatic propagation of these changes to the DW. The proposed approach is based on a wrapper/mediator architecture, which reduces the impact of Web source changes on the DW schema. This paper presents this architecture and analyses some selected evolution cases in the context of Web DW.
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管理Web仓库中的源模式演化
引入了Web数据仓库来支持对集成Web数据的分析。这些系统的主要挑战之一是处理Web源的易变性和动态性。在本文中,我们将讨论向数据仓库(data Warehouse, DW)模式中添加/删除/更改Web源和数据项的影响。通过管理源演化,我们指的是将这些更改自动传播到DW。所建议的方法基于包装器/中介体系结构,它减少了Web源更改对DW模式的影响。本文介绍了这种体系结构,并在Web数据仓库环境中分析了一些选定的进化案例。
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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Managing Source Schema Evolution in Web Warehouses
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