Semantic networks for engineering design: state of the art and future directions
In the past two decades, there has been increasing use of semantic networks in engineering
design for supporting various activities, such as knowledge extraction, prior art search, idea …
design for supporting various activities, such as knowledge extraction, prior art search, idea …
The evolution, challenges, and future of knowledge representation in product design systems
Product design is a highly involved, often ill-defined, complex and iterative process, and the
needs and specifications of the required artifact get more refined only as the design process …
needs and specifications of the required artifact get more refined only as the design process …
TechNet: Technology semantic network based on patent data
The growing developments in general semantic networks, knowledge graphs and ontology
databases have motivated us to build a large-scale comprehensive semantic network of …
databases have motivated us to build a large-scale comprehensive semantic network of …
A data-driven text mining and semantic network analysis for design information retrieval
With the advent of the big-data era, massive information stored in electronic and digital forms
on the internet become valuable resources for knowledge discovery in engineering design …
on the internet become valuable resources for knowledge discovery in engineering design …
Integrating and navigating engineering design decision-related knowledge using decision knowledge graph
Designers are usually facing a problem of finding information from a huge amount of
unstructured textual documents in order to prepare for a decision to be made. The major …
unstructured textual documents in order to prepare for a decision to be made. The major …
A computational tool for creative idea generation based on analogical reasoning and ontology
Analogy is a core cognition process used to produce inferences as well as new ideas using
previous knowledge and experience. Ontology is a formal representation of a set of domain …
previous knowledge and experience. Ontology is a formal representation of a set of domain …
A query expansion method for retrieving online BIM resources based on Industry Foundation Classes
With the rapid popularity of Building Information Modeling (BIM) technology, BIM resources
such as building product libraries are growing rapidly on the World Wide Web. As a result …
such as building product libraries are growing rapidly on the World Wide Web. As a result …
Natural-language-based intelligent retrieval engine for BIM object database
Rapid growth of building components in the BIM object database increases the difficulty of
the efficient query of components that users require. Retrieval technology such as Autodesk …
the efficient query of components that users require. Retrieval technology such as Autodesk …
CACDA: A knowledge graph for a context-aware cognitive design assistant
The design of complex engineered systems highly relies on a laborious zigzagging between
computer-aided design (CAD) software and design rules prescribed by design manuals …
computer-aided design (CAD) software and design rules prescribed by design manuals …
Knowledge-assisted optimization for large-scale design problems: A review and proposition
D Wu, G Gary Wang - Journal of Mechanical Design, 2020 - asmedigitalcollection.asme.org
Practicing design engineers often have certain knowledge about a design problem.
However, in the last decades, the design optimization community largely treats design …
However, in the last decades, the design optimization community largely treats design …