HybridAIMS23: 1st International Workshop on Hybrid Artificial Intelligence and Enterprise Modelling for Intelligent Information Systems |
Website | https://hybridaims.com/ |
Submission deadline | March 19, 2023 |
1st International Workshop on Hybrid Artificial Intelligence and Enterprise Modelling for Intelligent Information Systems (in conjunction with CAiSE 2023)
Hybrid Artificial Intelligence is the research direction that focuses on the combination of two prominent fields sub-symbolic AI (e.g., machine learning, deep learning, neural networks) and symbolic AI (e.g., knowledge graphs, knowledge representation and reasoning, knowledge engineering, knowledge-based systems). Approaches from both fields have complementary strengths and enable the creation of Intelligent Information Systems (IIS). For example, whilst neural networks can recognize patterns in large amount of data, knowledge-based systems contain domain knowledge and enable logical reasoning and explainability of conclusions. AI approaches are typically integrated with application systems, which provide data for the AI approaches and use the results of these approaches for further processing. Thus, the creation of IIS requires high expertise in both AI approaches, knowledge about the application domain and IT knowledge. An early inclusion of domain experts in the engineering process is beneficial as it promotes a high quality of an IIS and would reduce its building time. Such an early inclusion is, however, challenging because stakeholders from business and IT have complementary skills and speak different languages: one more technical and one more business oriented. Enterprise Modelling (EM) can tackle this challenge as it supports business and IT alignment. It is an established approach for the conceptual representation, design, implementation, and analysis of information systems. This is of relevance for AI approaches. Graphical notation of enterprise models fosters human interpretability, hence supporting communication and decision-making, involving stakeholders from the application domain, IT and AI. The convergence of Hybrid Artificial Intelligence and Enterprise Modelling promises to deliver high value in the creation of Intelligent Information Systems.
Website: https://hybridaims.com/
Submission Guidelines
In this workshop, we welcome full research papers (12 pages) and short (position) papers (6 pages). The accepted papers will be presented in time slots of 20 minutes for regular papers and 15 minutes for short papers. The quality of this workshop will be ensured by having each contribution reviewed by at least three experts in the field.
The papers will be published in proceedings in Springer LNBIP series and, thus, will be indexed.
Committees
Program Committee
- Karsten Böhm, University of Applied Sciences Kufstein Tirol, Austria
- Dominik Bork, Vienna University of Technology, Austria
- Simone Braun, University of Applied Sciences Offenburg, Germany
- Robert Andrei Buchmann, University Babeș-Bolyai din Cluj-Napoca, Romania
- Fabrizio Fornari, University of Camerino, Italy
- Giancarlo Guizzardi, University of Twente, The Netherlands
- Gregor Heinrich, Creditshelf Solutions GmbH, Germany
- Knut Hinkelmann, FHNW University of Applied Sciences and Arts Northwestern Switzerland
- Bo Hu, Barclays Bank, United Kingdom
- Lutz Maicher, HTWK Leipzig University of Applied Sciences, Germany
- Andreas Martin, FHNW University of Applied Sciences and Arts Northwestern Switzerland
- Heiko Maus, DFKI Deutsche Forschungszentrum für Künstliche Intelligenz GmbH, Germany
- Raghava Mutharaju, IIIT-Delhi, India
- Andrea Polini, University of Camerino, Italy
- Uwe Riss, OST University of Applied Sciences of Eastern Switzerland
- Ben Roelens, Open Universiteit, The Netherlands
- Kurt Sandkuhl, University of Rostock, Germany
- Md Kamruzzaman Sarker, University of Hartford, USA
- Hanlie Smuts, University of Pretoria, South Africa
- Alta van der Merwe, University of Pretoria, South Africa
- Frank van Harmelen, VU University, The Netherlands
Organizing committee
- Dr. Emanuele Laurenzi, FHNW University of Applied Sciences and Arts Northwestern Switzerland.
- Prof. Dr. Hans Friedrich Witschel, FHNW University of Applied Sciences and Arts Northwestern Switzerland.
- Dr. Peter Haase, Metaphacts, Germany.
Venue
The workshop will be held in Zaragoza (Spain)
Contact
All questions about submissions should be emailed to info@hybridaims.com