Data mining as a cognitive tool: Capabilities and limits

Data mining as a cognitive tool: Capabilities and limits

Due to the large volumes of empirical digitized data, a critical challenge is to identify their hidden and unobvious patterns, enabling to gain new knowledge. To make efficient use of data mining (DM) methods, it is required to know its capabilities and limits of application as a cognitive tool. The...

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Bibliographic Details
Main Authors: Maxim Polyakov, Igor Khanin, Gennadiy Shevchenko, Vladimir Bilozubenko
Format: Article
Language:English
Published: LLC "CPC "Business Perspectives" 2021-07-01
Series:Knowledge & Performance Management
Subjects:
data
data mining
empirical regularity
methodology
provisional (working) hypothesis
scientific cognition
Online Access:https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/15291/KPM_2021_05_ Polyakov.pdf

Internet

https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/15291/KPM_2021_05_ Polyakov.pdf

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