An Application-centric Perspective on Industrial Artificial Intelligence

Schmitz M, Yesilbas D (2022)

Publication Language: English

Publication Type: Conference contribution

Publication year: 2022

Publisher: Association for Information Systems

Pages Range: 1736

Conference Proceedings Title: AMCIS 2022 Proceedings

Event location: Minneapolis, MN US

ISBN: 9781958200001

URI: https://aisel.aisnet.org/amcis2022/sig_odis/sig_odis/11/

Abstract

Advances in Artificial Intelligence have made its application increasingly relevant to all types of Information Systems. One area where researchers and practitioners see massive potential is the interface between Artificial Intelligence-empowered Information Systems and industrial processes. This explicit area of Industrial Artificial Intelligence and Industry 4.0 has been a popular topic of recent work and has opened up new research streams and applications. However, given the increasing number of publications, it is difficult to discern where the research field is heading. In our work, we conduct a systematic literature review of 296 scientific articles to provide a comprehensive overview of the current state of Industrial Artificial Intelligence in terms of research streams and application areas. We present both a metadata analysis as well as an application-specific analysis. Our results reveal insights into 14 major application areas as well as several findings on applied algorithms and approaches of Artificial Intelligence.

Authors with CRIS profile

Markus Walk Lehrstuhl für Wirtschaftsinformatik, insbesondere IT-Management Dilara Yesilbas Lehrstuhl für Wirtschaftsinformatik, insbesondere IT-Management

How to cite

APA:

Schmitz, M., & Yesilbas, D. (2022). An Application-centric Perspective on Industrial Artificial Intelligence. In AMCIS 2022 Proceedings (pp. 1736). Minneapolis, MN, US: Association for Information Systems.

MLA:

Schmitz, Markus, and Dilara Yesilbas. "An Application-centric Perspective on Industrial Artificial Intelligence." Proceedings of the 28th Americas Conference on Information Systems, AMCIS 2022, Minneapolis, MN Association for Information Systems, 2022. 1736.

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