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Citizen Data Scientist Toolbox for petrophysicist domain experts: case study Petroleum Industry of Serbia
- Publisher: European Association of Geoscientists & Engineers
- Source: Conference Proceedings, Third EAGE Digitalization Conference and Exhibition, Mar 2023, Volume 2023, p.1 - 4
Abstract
Summary
Main scope of this paper is to present a tool created for petropysicists in Petroleum Industy of Serbia, in order to perform advanced analytics and machine learning (ML) models as a citizen data scientist. A petrophysicist as a citizen data scientist creates or generates the ML models that use advanced diagnostic analytics or predictive and prescriptive capabilities, but with primary job function outside the field of statistics, analytics and computer science. By using the standard standard software platform for petrophysicist to implement Citizen Data Scientist Toolbox we minimized the negative acceptance outcome, typical for new digital tools and applications in industrial companies.
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