Advanced Engineering Informatics - Philosophical and methodological foundations with examples from civil and construction engineering

• Main Authors: Timo Hartmann, Amy Trappey
• Format: Article
• Language: English
• Published: Elsevier 2020-11-01
• Series: Developments in the Built Environment
• Subjects: Advanced Engineering Informatics; Knowledge formalization; Knowledge engineering; Computing in engineering; Research method; Engineering
• Online Access: http://www.sciencedirect.com/science/article/pii/S2666165920300168

We argue that the representation and formalization of complex engineering knowledge is the main aim of inquiries in the scientific field of Advanced Engineering Informatics. We introduce ontology and logic as underlying methods to formalize knowledge. We also suggest that it is important to account for the purpose of engineers and the context they work in while representing and formalizing knowledge. Based on the concepts of ontology, logic, purpose, and context, we discuss different possible research methods and approaches that scholars can use to formalize complex engineering knowledge and to validate whether a specific formalization can support engineers with their complex tasks. On the grounds of this discussion, we suggest that Advanced Engineering research efforts should be conducted in a bottom-up manner closely involving engineering practitioners. We also suggest that researchers make use of social science methods while eliciting knowledge to formalize and while validating their formalized knowledge.