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Benjamin van Giffen
Benjamin van Giffen
University of Liechtenstein
unisg.ch의 이메일 확인됨 - 홈페이지
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Overcoming the pitfalls and perils of algorithms: A classification of machine learning biases and mitigation methods.
B van Giffen, D Herhausen, T Fahse
Journal of Business Research 144, 93-106, 2022
1892022
Managing bias in machine learning projects
T Fahse, V Huber, B van Giffen
Innovation Through Information Systems: Volume II: A Collection of Latest …, 2021
592021
Realizing Digital Innovation from Artificial Intelligence
A May, A Sagodi, C Dremel, B van Giffen
International Conference on Information Systems (ICIS), 2020
402020
Empirically exploring the cause-effect relationships of AI characteristics, project management challenges, and organizational change
C Engel, P Ebel, B van Giffen
Innovation Through Information Systems: Volume II: A Collection of Latest …, 2021
242021
How Siemens Democratized Artificial Intelligence
B van Giffen, H Ludwig
MIS Quarterly Executive 22 (1), 1-21, 2023
202023
Management von Künstlicher Intelligenz in Unternehmen.
B van Giffen, D Borth, W Brenner
HMD Prax. Wirtsch. 57 (1), 4-20, 2020
152020
A Socio-Technical Approach to Study Consumer-Centric Information Systems.
B Spottke, A Eck, J Wulf
ICIS, 2016
102016
Actualizing affordances: A socio-technical perspective on big data analytics in the automotive sector
C Dremel, MM Herterich, J Wulf, B Spottke
92017
Management of artificial intelligence: feasibility, desirability and viability
W Brenner, B van Giffen, J Koehler
Engineering the Transformation of the Enterprise: A Design Science Research …, 2022
82022
Consumer-centric information systems: A literature review and avenues for further research
B Spottke, J Wulf, W Brenner
82015
Bausteine eines Managements Künstlicher Intelligenz
W Brenner, B van Giffen, J Koehler, T Fahse, A Sagodi
Springer Gabler, Wiesbaden, 2021
72021
Engineering AI-enabled computer vision systems: lessons from manufacturing
A Sagodi, J Schniertshauer, B van Giffen
IEEE Software 39 (6), 51-57, 2022
62022
Explanation Interfaces for Sales Forecasting
TB Fahse, I Blohm, R Hruby, B van Giffen
62022
Sensemaking in AI-based Digital Innovations: Insights form a Manufacturing Case Study
A Sagodi, C Dremel, B van Giffen
5*2023
Effectiveness of Example-Based Explanations to Improve Human Decision Quality in Machine Learning Forecasting Systems.
TB Fahse, I Blohm, B van Giffen
ICIS, 2022
52022
Becoming certain about the uncertain: How AI changes proof-of-concept activities in manufacturing–Insights from a global automotive leader
A Sagodi, C Engel, J Schniertshauer, B Van Giffen
52022
Smart Dust und Micro Robots im industriellen Sektor: Chancen, offene Punkte und Handlungsempfehlungen
M Holler, C Dremel, B van Giffen, R Fuchs
HMD Praxis der Wirtschaftsinformatik 57 (6), 1239-1250, 2020
52020
Smart Dust in the Industrial Economic Sector–On Application Cases in Product Lifecycle Management
M Holler, J Haarmann, B Van Giffen, AG Frank
Product Lifecycle Management Enabling Smart X: 17th IFIP WG 5.1 …, 2020
52020
How Boards of Directors Govern Artificial Intelligence
B van Giffen, H Ludwig
MIS Quarterly Executive 22 (4), 251-272, 2023
42023
Design Thinking for Artificial Intelligence: How Design Thinking Can Help Organizations to Address Common AI Project Challenges
L Staub, B van Giffen, J Hehn, S Sturm
International Conference on Human-Computer Interaction, 251-267, 2023
32023
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학술자료 1–20