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Benjamin van Giffen

Observed names: Benjamin Van Giffen, van Giffen, Benjamin
ORCID: 0000-0001-6753-8399
Observed ORCID: 0000-0001-6753-8399
OpenAlex ID: A5000422665
Overcoming the pitfalls and perils of algorithms: A classification of machine learning biases and mitigation methods
2022 · Benjamin van Giffen, Dennis Herhausen, et al. · Journal of Business Research · 269
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Managing Bias in Machine Learning Projects
2021 · Tobias Fahse, Viktoria Huber, et al. · Lecture notes in information systems and organisation · 57
Empirically Exploring the Cause-Effect Relationships of AI Characteristics, Project Management Challenges, and Organizational Change
2021 · Christian Engel, Philipp Ebel, et al. · Lecture notes in information systems and organisation · 36
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Realizing Digital Innovation from Artificial Intelligence
2020 · Anthony May, André Sagodi, et al. · Journal of the Association for Information Systems · 15
Management of Artificial Intelligence: Feasibility, Desirability and Viability
2021 · Walter Brenner, Benjamin van Giffen, et al. · Springer eBooks · 14
The Culture Clash of AI Adoption in Lean Quality Management. Resolving the Tensions at Siemens Electronics Works Amberg
2025 · Benjamin van Giffen, Gunter Beitinger, et al. · Information Systems Journal · 13
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Design Thinking for Artificial Intelligence: How Design Thinking Can Help Organizations to Address Common AI Project Challenges
2023 · Laura Staub, Benjamin van Giffen, et al. · Lecture notes in computer science · 11
How Audi Scales Artificial Intelligence in Manufacturing
2024 · André Sagodi, Benjamin van Giffen, et al. · MIS Quarterly Executive · 10
Management von Künstlicher Intelligenz in Unternehmen
2020 · Benjamin van Giffen, Damian Borth, et al. · HMD Praxis der Wirtschaftsinformatik · 9
Engineering AI-Enabled Computer Vision Systems: Lessons From Manufacturing
2022 · Andre Sagodi, Johannes Schniertshauer, et al. · IEEE Software · 6
Becoming Certain About the Uncertain: How AI Changes Proof-of-Concept Activities in Manufacturing – Insights from a Global Automotive Leader
2022 · André Sagodi, Christian Engel, et al. · Hawaii International Conference on System Sciences (HICSS) · 6
Bausteine eines Managements Künstlicher Intelligenz
2021 · Walter Brenner, Benjamin van Giffen, et al. · Essentials · 6
Beyond control? Governing AI in organizations for responsible use
2026 · Simon Sturm, Florian Krause, et al. · European Management Journal · 4
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Continuous Feedback for Data‐Driven Organisational Change: Implementing OTTO 's Digital Heartbeat
2026 · Benjamin van Giffen, Michael Müller‐Wünsch, et al. · Information Systems Journal · 4
Smart Dust und Micro Robots im industriellen Sektor
2020 · Manuel Holler, Christian Dremel, et al. · HMD Praxis der Wirtschaftsinformatik · 4
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Towards Closing the Affordances Gap of Artificial Intelligence in Financial Service Organizations
2020 · Christian Engel, Benjamin van Giffen, et al. · 3
Smart Dust in the Industrial Economic Sector – On Application Cases in Product Lifecycle Management
2020 · Manuel Holler, Jens Haarmann, et al. · IFIP advances in information and communication technology · 3
Smart Dust for Smart(er) Industrial Product-Service-Systems: Three Strategies and Their Application
2021 · Manuel Holler, Benjamin van Giffen, et al. · Progress in IS · 2
Business Impact Künstliche Intelligenz
2020 · Benjamin van Giffen, Matthias Knoll · HMD Praxis der Wirtschaftsinformatik · 2
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Responsible Use of Artificial Intelligence as Continuous Proportionalization: Fashion Image Generation at OTTO
2026 · Simon Sturm, Florian Krause, et al. · Swiss Journal of Business · 1
From Smart Connected Products to Systems of Systems: Case Study and Archetypes
2022 · Manuel Holler, Christian Dremel, et al. · IFIP advances in information and communication technology · 1
Managing Artificial Intelligence, Workshop Paper Series
2021 · Benjamin van Giffen, Jana Koehler, et al. · Alexandria (UniSG) (University of St.Gallen) · 1
Wie OTTO KI-Innovation Systematisiert
2026 · Simon Sturm, Marcel Endejan, et al. · HMD Praxis der Wirtschaftsinformatik
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Key Elements in Strategically Formulated Design Challenges for Value-Creating AI Innovation
2026 · Franziska Anna Roeckel, Benjamin van Giffen, et al. · Academy of Management Proceedings
Design Challenge as Boundary Object: How Wording Shapes Ambition and Scope in AI Innovation
2026 · Franziska Anna Roeckel, Benjamin van Giffen, et al. · Academy of Management Proceedings
Works count: 40
Citation count: 477
H-index: 9
I10-index: 8
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