Benjamin van Giffen

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Walter BrennerProfessor für Wirtschaftsinformatik, Universität St. GallenVerified email at unisg.ch
Christian DremelNorwegian University of Science and TechnologyVerified email at ntnu.no
Manuel HollerZurich University of Applied SciencesVerified email at zhaw.ch
Dennis HerhausenVrije Universiteit AmsterdamVerified email at vu.nl
Christian EngelWissenschaftlicher Mitarbeiter, Universität St.GallenVerified email at unisg.ch
Jochen WulfInstitute for Data Analysis and Process Design, Zurich School of Applied Sciences (ZHAW)Verified email at zhaw.ch
Helmuth LudwigProfessor of Practice, Southern Methodist UniversityVerified email at helmuthludwig.com
Jana KoehlerProfessor of Computer Science, Lucerne University of Applied Sciences and ArtsVerified email at hslu.ch
Ivo BlohmUniversity of St. GallenVerified email at unisg.ch
Jennifer HehnSenior Research Fellow & LecturerVerified email at unisg.ch
Alexander EckBerlin School of Economics and LawVerified email at hwr-berlin.de
Matthias M. HerterichUniversity of St.Gallen (Switzerland) | Stanford University (California)Verified email at stanford.edu
Alejandro G. FrankProfessor, Federal University of Rio Grande do SulVerified email at ufrgs.br
Seth Gordon BenzellChapman University, Stanford Digital Economy Lab and MIT Initiative on the Digital EconomyVerified email at chapman.edu
Matthias EhratDozent für Produktmanagement, Zurich University of Applied SciencesVerified email at zhaw.ch
Linard BarthResearch Associate, University of applied Sciences in WinterhurVerified email at zhaw.ch
Damian BorthProfessor of Artificial Intelligence & Machine Learning, University of St. GallenVerified email at unisg.ch

Benjamin van Giffen

University of Liechtenstein

Verified email at unisg.ch - Homepage

Management of AI Digital Innovation Customer Centricity Platforms & Ecosystems


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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	189	2022
Managing bias in machine learning projects T Fahse, V Huber, B van Giffen Innovation Through Information Systems: Volume II: A Collection of Latest …, 2021	59	2021
Realizing Digital Innovation from Artificial Intelligence A May, A Sagodi, C Dremel, B van Giffen International Conference on Information Systems (ICIS), 2020	40	2020
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	24	2021
How Siemens Democratized Artificial Intelligence B van Giffen, H Ludwig MIS Quarterly Executive 22 (1), 1-21, 2023	20	2023
Management von Künstlicher Intelligenz in Unternehmen. B van Giffen, D Borth, W Brenner HMD Prax. Wirtsch. 57 (1), 4-20, 2020	15	2020
A Socio-Technical Approach to Study Consumer-Centric Information Systems. B Spottke, A Eck, J Wulf ICIS, 2016	10	2016
Actualizing affordances: A socio-technical perspective on big data analytics in the automotive sector C Dremel, MM Herterich, J Wulf, B Spottke	9	2017
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	8	2022
Consumer-centric information systems: A literature review and avenues for further research B Spottke, J Wulf, W Brenner	8	2015
Bausteine eines Managements Künstlicher Intelligenz W Brenner, B van Giffen, J Koehler, T Fahse, A Sagodi Springer Gabler, Wiesbaden, 2021	7	2021
Engineering AI-enabled computer vision systems: lessons from manufacturing A Sagodi, J Schniertshauer, B van Giffen IEEE Software 39 (6), 51-57, 2022	6	2022
Explanation Interfaces for Sales Forecasting TB Fahse, I Blohm, R Hruby, B van Giffen	6	2022
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	5	2022
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	5	2022
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	5	2020
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	5	2020
How Boards of Directors Govern Artificial Intelligence B van Giffen, H Ludwig MIS Quarterly Executive 22 (4), 251-272, 2023	4	2023
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	3	2023

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