Data Profiling in Property Graph Databases

SOFIA MAIOLO; LORENA ETCHEVERRY; ADRIANA MAROTTA

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Data Profiling in Property Graph Databases

机译：属性图数据库中的数据分析

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摘要

Property Graph databases are being increasingly used within the industry as a powerful and flexible way to model real-world scenarios. With this flexibility, a great challenge appears regarding profiling tasks due to the need of adapting them to these new models while taking advantage of the Property Graphs' particularities. This article proposes a set of data profiling tasks by integrating existing methods and techniques and an taxonomy to classify them. In addition, an application pipeline is provided while a formal specification of some tasks is defined.

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来源
《ACM journal of data and information quality》 |2020年第4期|共27页
作者
SOFIA MAIOLO; LORENA ETCHEVERRY; ADRIANA MAROTTA;
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作者单位

Instituto de Computacion Facultad de Ingenieria Universidad de la Republica Montevideo Uruguay;

Instituto de Computacion Facultad de Ingenieria Universidad de la Republica Montevideo Uruguay;

Instituto de Computacion Facultad de Ingenieria Universidad de la Republica Montevideo Uruguay;

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原文格式 PDF
正文语种 eng
中图分类计量学;
关键词
Property Graph; data profiling;

机译：属性图;数据分析;

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Data Profiling in Property Graph Databases

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