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Facilitating the Adoption of AI Technologies for SMEs Using an Expanded Version of the Periodic Table of AI

  • In this paper we present the concept of the "KI-Labor Südbaden" to support regional companies in the use of AI technologies. The approach is based on the "Periodic Table of AI" and is extended with both new dimensions for sustainability, and the impact of AI on the working environment. It is illustrated on the basis of three real-world use cases: 1. The detection of humans with lowresolutionIn this paper we present the concept of the "KI-Labor Südbaden" to support regional companies in the use of AI technologies. The approach is based on the "Periodic Table of AI" and is extended with both new dimensions for sustainability, and the impact of AI on the working environment. It is illustrated on the basis of three real-world use cases: 1. The detection of humans with lowresolution infrared (IR) images for collaborative robotics; 2. The use of machine data from specifically designed vehicles; 3. State-of-the-art Large Language Models (LLMs) applied to internal company documents. We explain the use cases, thereby demonstrating how to apply the Periodic Table of AI to structure AI applications.show moreshow less

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Metadaten
Document Type:Conference Proceeding
Conference Type:Konferenzartikel
Zitierlink: https://opus.hs-offenburg.de/8300
Bibliografische Angaben
Title (English):Facilitating the Adoption of AI Technologies for SMEs Using an Expanded Version of the Periodic Table of AI
Conference:The Upper Rhine Artificial Intelligence Symposium (5. : 17.11.2023 : Mulhouse)
Author:Simone BraunStaff MemberORCiDGND, Tobias HagenStaff MemberORCiDGND, Damian LäuferStaff MemberGND
Year of Publication:2023
Creating Corporation:ENSISA ; IRIMAS
Page Number:10
Parent Title (English):The Upper-Rhine Artificial Intelligence Symposium (UR-AI 2023): AI for Time Seriers, Robotics and Beyond
Editor:Jean-Philippe Lauffenburger, Jonathan Weber
Language:English
Inhaltliche Informationen
Institutes:Forschung / IMLA - Institute for Machine Learning and Analytics
Fakultät Wirtschaft (W)
Institutes:Bibliografie
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft
Tag:KI-Labor Südbaden; Künstliche Intelligenz
Periodic Table of AI; Use Case
Funded by (selection):Ministerium für Wirtschaft, Arbeit und Tourismus Baden-Württemberg
Funding number:WM31-43-99/111
Formale Angaben
Relevance:Konferenzbeitrag: h5-Index < 30
Open Access: Closed 
Licence (German):License LogoCreative Commons - CC BY - Namensnennung 4.0 International