Georg von Krogh

ETH Zurich

Professor

D-MTEC, SMI, WEV J 411

Weinbergstrasse 56/58

Zurich, 8092

Switzerland

SCHOLARLY PAPERS

15

DOWNLOADS
Rank 19,152

SSRN RANKINGS

Top 19,152

in Total Papers Downloads

5,535

TOTAL CITATIONS
Rank 9,947

SSRN RANKINGS

Top 9,947

in Total Papers Citations

242

Scholarly Papers (15)

1.

Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize? (Forthcoming in Organization Science)

INSEAD Working Paper No. 2018/11/STR
Number of pages: 64 Posted: 19 Mar 2018 Last Revised: 11 Mar 2021
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), UCL School of Management, University College London, INSEAD and ETH Zurich
Downloads 1,312 (32,802)
Citation 6

Abstract:

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Machine learning, algorithmic induction, theory building

2.

Identifying Viable ‘Need-Solution Pairs’: Problem Solving Without Problem Formulation

Organization Science, Vol. 27, No. 1, January–February 2016, pp. 207–22, MIT Sloan Research Paper No. 5071-13
Number of pages: 15 Posted: 17 Nov 2013 Last Revised: 07 Jul 2022
Eric A. von Hippel and Georg von Krogh
Massachusetts Institute of Technology (MIT) - Sloan School of Management and ETH Zurich
Downloads 1,077 (43,756)
Citation 12

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organizational economics, economics and organization, managerial and organizational cognition, organizationand management theory, decision making and theory of the firm, knowledge production, innovation, information transfer costs

3.

Open Source Software and the 'Private-Collective' Innovation Model: Issues for Organization Science

Eric von Hippel, Georg von Krogh, (2003) Open Source Software and the “Private-Collective” Innovation Model: Issues for Organization Science. Organization Science 14(2):209-223.
Number of pages: 16 Posted: 28 May 2009 Last Revised: 30 Jun 2020
Eric A. von Hippel and Georg von Krogh
Massachusetts Institute of Technology (MIT) - Sloan School of Management and ETH Zurich
Downloads 1,056 (44,926)
Citation 161

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Open source software, innovation, incentives, users, user innovation, collective action

4.

Community, Joining, and Specialization in Open Source Software Innovation: A Case Study

Number of pages: 52 Posted: 13 Mar 2003
Georg von Krogh, Sebastian Spaeth and Karim R. Lakhani
ETH Zurich, Universität St. Gallen and Harvard Business School - Technology and Operations Management Group
Downloads 737 (73,422)
Citation 39

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Open Source, Freenet, Innovation, Software Innovation

5.

Design principles for artificial intelligence-augmented decision making: An action design research study

Herath Pathirannehelage, S., Shrestha, Y. R., von Krogh, G. (2024). Design principles for artificial intelligence-augmented decision making: An action design research study. European Journal of Information Systems, https://doi.org/10.1080/0960085X.2024.2330402
Number of pages: 24 Posted: 13 Apr 2022 Last Revised: 26 Mar 2024
Savindu Herath, Yash Raj Shrestha and Georg von Krogh
ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 606 (94,266)
Citation 1

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AI-augmented decision making, artificial intelligence, decision support systems, design principles, action design research

6.

Artificial Intelligence-Augmented Decision Making in Supply Chain Monitoring: An Action Design Research Study

European Conference on Information Systems 2023 Research Papers https://aisel.aisnet.org/ecis2023_rp/282/
Number of pages: 18 Posted: 01 May 2023 Last Revised: 26 May 2023
ETH Zurich, ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 283 (226,508)

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AI-augmented decision making, Supply chain monitoring, Design principles, Action design research

7.

Building Open-Source AI

Shrestha, Y. R., von Krogh, G., Feuerriegel, S. (2023) Building Open-Source AI, Accepted for Publication at Nature Computational Science
Number of pages: 9 Posted: 30 Nov 2023
Yash Raj Shrestha, Georg von Krogh and Stefan Feuerriegel
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), ETH Zurich and LMU Munich
Downloads 167 (374,044)
Citation 3

Abstract:

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artificial intelligence, machine learning

8.

Augmenting Organizational Decision-Making with Deep Learning Algorithms: Principles, Promises, and Challenges

Journal of Business Research, 2020
Number of pages: 86 Posted: 17 Nov 2020
Yash Raj Shrestha, Vaibhav Krishna and Georg von Krogh
University of Lausanne - Faculty of Business and Economics (HEC Lausanne), ETH Zürich and ETH Zurich
Downloads 88 (605,885)
Citation 14

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case studies, tutorial, deep learning, decision-making, artificial intelligence

9.

Valve’s Organization: Opportunities and Open Questions

Journal of Organization Design, Vol. 4, No. 2 (2015), p. 18-19
Number of pages: 2 Posted: 18 Jul 2019
Georg von Krogh and Nina Geilinger
ETH Zurich and ETH Zürich
Downloads 78 (650,062)
Citation 1

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new forms of organizing, organizational forms, non-hierarchical organizations, self-organizing teams, boss-less organizations

10.

Resolving Governance Disputes in Communities: A Study of Software License Decisions

Strategic Management Journal, Forthcoming
Number of pages: 62 Posted: 28 Apr 2020
UCL School of Management, University College London, INSEAD, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 73 (679,150)
Citation 5

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dispute resolution; community governance; problem solving; machine learning; inductive theorizing

11.

Supply Chain Resilience Through Artificial Intelligence-Enabled Predictive Maintenance: A Design Science Research Study

Number of pages: 35 Posted: 01 Mar 2025
ETH Zurich, ETH Zurich, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 33 (959,143)

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Digital resilience, supply chain resilience, predictive maintenance, artificial intelligence, design science research

12.

The Temporal Patterns of Distributed Sensemaking in Crisis leveraging Language Models: An Antenarrative Analysis of the Economic Consequences of the COVID-19 Pandemic

Number of pages: 38 Posted: 15 Oct 2024
Vaibhav Krishna, Ann-Kristin Weiser and Georg von Krogh
Yale University - Yale Institute for Network Science, ETH Zürich and ETH Zurich
Downloads 25 (1,046,118)

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sensemaking, antenarrative, pandemic, economic crisis, machine learning

13.

Artificial Intelligence in Strategizing: Prospects and Challenges

von Krogh, Ben-Menahem & Shrestha (Forthcoming) Artificial Intelligence in Strategizing: Prospects and Challenges, In I. Duhaime, M. Hitt & M. Lyles (Eds.), Strategic Management: State of the Field and Its Future, Cambridge University Press
Posted: 12 Mar 2021
Georg von Krogh, Shiko Ben-Menahem and Yash Raj Shrestha
ETH Zurich, affiliation not provided to SSRN and University of Lausanne - Faculty of Business and Economics (HEC Lausanne)

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Strategy, Artificial Intelligence, Strategy-Ai nexus, future of strategy, AI augmentation

14.

A Lightweight Model of Component Reuse: A Study of Software Packages in Debian GNU/Linux

Posted: 01 Jul 2008 Last Revised: 02 Sep 2014
University of Hamburg, ETH Zurich, ETH Zurich and ETH Zürich - Department of Management, Technology, and Economics (D-MTEC)City, University of London

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software reuse, component reuse, knowledge transfer, open source software, innovation

15.

Exploring the Link between Dominant Logic and Company Performance

Posted: 03 Jan 2002
Georg von Krogh, Pablo Erat and Mark Macus
ETH Zurich, University of St. Gallen and University of St. Gallen

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Other Papers (1)

Total Downloads: 163
1.

Integrating Advanced Machine Learning in Information Systems Research: What can Automated Machine Learning and Transfer Learning offer?

Number of pages: 39 Posted: 01 Jun 2021
Vaibhav Krishna, Yash Raj Shrestha and Georg von Krogh
Yale University - Yale Institute for Network Science, University of Lausanne - Faculty of Business and Economics (HEC Lausanne) and ETH Zurich
Downloads 163 (738,660)

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predictive analytics, automated machine learning, feature extraction, transfer learning, big data research, research guidelines