An effective architecture of digital twin system to support human decision making and AI‐driven autonomy

Supporting strategic management decisions

Strategic Direction ◽

10.1108/sd-10-2021-0119 ◽

2021 ◽

Vol ahead-of-print (ahead-of-print) ◽

Author(s):

Jeeshan Mirza

Keyword(s):

Decision Making ◽

Strategic Management ◽

Case Studies ◽

Reading Time ◽

Knowledge Visualization ◽

Content Type ◽

Digital Twin ◽

Twin System ◽

Pertinent Information ◽

Practical Implications

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings Knowledge visualization with a strategic digital twin system can help optimize a firms decision making. Originality The briefing saves busy executives, strategists and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.

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Integrated knowledge visualization and the enterprise digital twin system for supporting strategic management decision

Management Decision ◽

10.1108/md-02-2021-0182 ◽

2021 ◽

Vol ahead-of-print (ahead-of-print) ◽

Author(s):

Min-Ren Yan ◽

Lin-Ya Hong ◽

Kim Warren

Keyword(s):

Decision Making ◽

Strategic Management ◽

Real World ◽

Digital Age ◽

Effective Model ◽

Management Decision ◽

Knowledge Visualization ◽

Content Type ◽

Digital Twin ◽

Twin System

PurposeThis paper proposes an integrated knowledge visualization and digital twin system for supporting strategic management decisions. The concepts and applications of strategic architecture have been illustrated with a concrete real-world case study and decision rules of using the strategic digital twin management decision system (SDMDS) as a more visualized, adaptive and effective model for decision-making.Design/methodology/approachThis paper integrates the concepts of mental and computer models and examines a real case's business operations by applying system dynamics modelling and digital technologies. The enterprise digital twin system with displaying real-world data and simulations for future scenarios demonstrates an improved process of strategic decision-making in the digital age.FindingsThe findings reveal that data analytics and the visualized enterprise digital twin system offer better practices for strategic management decisions in the dynamic and constantly changing business world by providing a constant and frequent adjustment on every decision that affects how the business performs over both operational and strategic timescales.Originality/valueIn the digital age and dynamic business environment, the proposed strategic architecture and managerial digital twin system converts the existing conceptual models into an advanced operational model. It can facilitate the development of knowledge visualization and become a more adaptive and effective model for supporting real-time management decision-making by dealing with the complicated dependence of constant flow of data input, output and the feedback loop across business units and boundaries.

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Evaluating Human Decision-Making Theories With Monkey Data

PsycEXTRA Dataset ◽

10.1037/e633262013-157 ◽

2013 ◽

Author(s):

Scott D. Brown ◽

Pete Cassey ◽

Andrew Heathcote ◽

Roger Ratcliff

Keyword(s):

Decision Making ◽

Human Decision

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Evidence Supporting Theory of Shannon Capacity in Human Decision-Making

PsycEXTRA Dataset ◽

10.1037/e633262013-272 ◽

2013 ◽

Author(s):

Laurence T. Maloney ◽

James Tee ◽

Hang Zhang

Keyword(s):

Decision Making ◽

Shannon Capacity ◽

Human Decision

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History among the Junipers: Hosea 14:2–10 as Metahistoriography

Biblische Zeitschrift ◽

10.30965/25890468-06301006 ◽

2019 ◽

Vol 63 (1) ◽

pp. 105-116

Author(s):

Mark W. Hamilton

Keyword(s):

Decision Making ◽

Moral Formation ◽

Divine Agency ◽

Human Decision

Abstract The dual endings of Hosea promoted reflection on Israel’s history as the movement from destruction to restoration based on Yhwh’s gracious decision for Israel. It thus clarifies the endings of the prior sections of the book (chs. 3 and 11) by locating Israel’s future in the realm of Yhwh’s activities. The final ending (14:10) balances the theme of divine agency in 14:2–9 with the recognition of human decision-making and moral formation as aspects of history as well. The endings of Hosea thus offer a good example of metahistoriography, a text that uses non-historiographic techniques to speak of the movements of history.

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