The evolution of knowledge-based engineering from a design research perspective: Literature review 2012–2021

P Kuegler, F Dworschak, B Schleich… - Advanced Engineering …, 2023 - Elsevier
Abstract Knowledge-based engineering (KBE) is a research field, which evolved in the
1980s within the context of artificial intelligence (AI), computer aided design (CAD) and …

Psychological perspectives on intentional forgetting: An overview of concepts and literature

T Ellwart, A Kluge - KI-Künstliche Intelligenz, 2019 - Springer
Abstract Concepts and mechanisms of forgetting are a subject of great interest in today's
digital world. Especially for the development of socio-digital systems utilizing artificial …

AI4PD—Towards a standardized interconnection of artificial intelligence methods with product development processes

B Gerschütz, S Goetz, S Wartzack - Applied Sciences, 2023 - mdpi.com
Featured Application AI4PD presents an ontology that relates Digital Engineering methods
to product development, with an intent to identify data-driven methods for use cases that …

Ontology-based approach for the provision of simulation knowledge acquired by Data and Text Mining processes

P Kestel, P Kügler, C Zirngibl, B Schleich… - Advanced Engineering …, 2019 - Elsevier
Numerical simulation techniques such as Finite Element Analyses are essential in today's
engineering design practices. However, comprehensive knowledge is required for the setup …

Integration of product development data for further ontological utilization

J Pickel, S Bickel, S Goetz, S Wartzack - Proceedings of the Design …, 2024 - cambridge.org
The amount of data within the product development process requires a structured approach
to coordinate them. Knowledge management solutions, such as ontologies, are a suitable …

Intentional forgetting in artificial intelligence systems: Perspectives and challenges

IJ Timm, S Staab, M Siebers, C Schon… - KI 2018: Advances in …, 2018 - Springer
Current trends, like digital transformation and ubiquitous computing, yield in massive
increase in available data and information. In artificial intelligence (AI) systems, capacity of …

Integrating the Mechanical Domain into Seed Approach

F Dworschak, P Kügler, B Schleich… - Proceedings of the …, 2019 - cambridge.org
Data-driven technologies have found their way into all areas of engineering. In product
development they can accelerate the customization to individualized requirements …

Graph modeling in computer assisted automotive development

A Pakiman, J Garcke - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
We consider graph modeling for a knowledge graph for vehicle development, with a focus
on crash safety. An organized schema that incorporates information from various structured …

Konzept zur Identifikation relevanter Produkteigenschaften zur Unterstützung einer positiven User Experience

T Schröppel, J Miehling, S Wartzack - 2019 - tud.qucosa.de
Abstract (DE) Technische Raffinesse, ein hohes Maß an Funktionalität und eine sehr gute
Gebrauchstauglichkeit werden vom Nutzer zunehmend als gegeben vorausgesetzt …

Metaproperty-guided deletion from the instance-level of a knowledge base

C Schon, S Staab, P Kügler, P Kestel… - … , EKAW 2018, Nancy …, 2018 - Springer
The ontology modeling practice of engineering metaproperties of concepts is a well-known
technique. Some metaproperties of concepts describe the dynamics of concept instances, ie …