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.…
| 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): |  Creative Commons - CC BY - Namensnennung 4.0 International |