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Digital Twin of a Digital World: Process, Data, and Experience Perspectives

Suraj G. Jadhav, Surendra Sarnikar

2023IT Professional10 citationsDOI

Abstract

Digital twin of the digital world (DTDW) can be defined as a virtual replica with people, process, data, and technology interacting to produce a business outcome in an enterprise. Individual technologies in big data, cloud computing, analytics, artificial intelligence, and simulation are making rapid progress and are being adopted by enterprises at various stages of technological maturity. Instead of looking in silos, we propose an integrated framework for convergence of individual technologies to create a DTDW for monitoring, automation, prediction, and optimization of business processes. In this article, we introduce the concept of DTDW, summarize our proposed building blocks of process mining, experience mining, data mining, and simulation, and showcase a DTDW application in a financial services business process.

Topics & Concepts

Computer scienceBig dataCloud computingBusiness processData scienceProcess (computing)Business intelligenceAnalyticsMaturity (psychological)Knowledge managementWork in processData miningEngineeringPsychologyOperating systemOperations managementDevelopmental psychologyDigital Transformation in IndustryBig Data and Business IntelligenceBusiness Process Modeling and Analysis
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