Английская Википедия:InfoQ

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Версия от 01:54, 26 марта 2024; EducationBot (обсуждение | вклад) (Новая страница: «{{Английская Википедия/Панель перехода}} {{Short description|Potential of a data set}} {{For|quality of information in a more general sense|Information quality}} {{technical|date=September 2018}} '''Information quality''' ('''InfoQ''') is the potential of a data set to achieve a specific (scientific or practical) goal using a given empirical analysis method. == Definition == Formally, the definitio...»)
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Шаблон:Short description Шаблон:For Шаблон:Technical Information quality (InfoQ) is the potential of a data set to achieve a specific (scientific or practical) goal using a given empirical analysis method.

Definition

Formally, the definition is InfoQ = U(X,f|g) where X is the data, f the analysis method, g the goal and U the utility function. InfoQ is different from data quality and analysis quality, but is dependent on these components and on the relationship between them.

InfoQ has been applied in a wide range of domains like healthcare, customer surveys, data science programs, advanced manufacturing and Bayesian network applications.

Kenett and Shmueli (2014) proposed eight dimensions to help assess InfoQ and various methods for increasing InfoQ: Data resolution, Data structure, Data integration, Temporal relevance, Chronology of data and goal, Generalization, Operationalization, Communication. [1] [2] [3]

References

Шаблон:Reflist

Шаблон:Statistics-stub