经济数据库设计中的数据来源

Ding Hua, Pan Yun-wen, Xu Xiaolei
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引用次数: 0

摘要

数据来源描述了数据的产生,并随着时间的推移而演变。它有许多应用领域,如数据质量评估、审计跟踪、复制配方、数据引用等。本文着重描述了数据是如何随着时间的推移而产生和演变的,并以经济数据库设计中的数据溯源为例,说明了数据溯源在经济数据库中的应用。总结了不确定数据来源在跟踪数据来源和不确定性方面的研究成果。最后列举了数据来源的应用,讨论了主要挑战,并指出了未来的研究方向。
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Data Provenance in Economical Database Design
The data provenance describes the producing of data and evolves with the time. It has many application fields, such as evaluation of data quality, audit trail, replication recipes, data citation, etc. This paper emphasizes on describing about how data is generated and evolves with time going on, and gives an example of Data Provenance in Economical Database Design to describe the application of data provenance in economic. The research efforts of uncertain data provenance to track the derivation of data and uncertainty are also summarized. Finally this paper lists applications of the data provenance, discusses the main challenges, and points out some research issues in future.
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