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Matching and Alignment: What Is the Cost of User Post-Match Effort?

机译:匹配与对齐:用户匹配后的成本是多少?

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Generating new knowledge from scientific databases, fusioning products information of business companies or computing an overlap between various data collections are a few examples of applications that require data integration. A crucial step during this integration process is the discovery of correspondences between the data sources, and the evaluation of their quality. For this purpose, the overall metric has been designed to compute the post-match effort, but it suffers from major drawbacks. Thus, we present in this paper two related metrics to compute this effort. The former is called post-match effort, i.e., the amount of work that the user must provide to correct the correspondences that have been discovered by the tool. The latter enables the measurement of human-spared resources, i.e., the rate of automation that has been gained by using a matching tool.
机译:从科学数据库中生成新知识,商业公司的融合产品信息或计算各种数据收集之间的重叠是需要数据集成的应用程序的一些示例。在该集成过程中的一个重要步骤是发现数据源之间的对应关系,以及对其质量的评估。为此目的,整体指标旨在计算匹配后的努力,但它遭受了主要缺点。因此,我们在本文中展示了两个相关的指标来计算这项努力。前者被称为匹配后的努力,即,用户必须提供的工作量来纠正工具发现的对应关系。后者使得能够测量人类备受资源,即通过使用匹配工具而获得的自动化率。

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