Semantic networks for engineering design: state of the art and future directions

J Han, S Sarica, F Shi, J Luo - Journal of …, 2022 - asmedigitalcollection.asme.org
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 …

The evolution, challenges, and future of knowledge representation in product design systems

SK Chandrasegaran, K Ramani, RD Sriram… - Computer-aided …, 2013 - Elsevier
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 …

TechNet: Technology semantic network based on patent data

S Sarica, J Luo, KL Wood - Expert Systems with Applications, 2020 - Elsevier
The growing developments in general semantic networks, knowledge graphs and ontology
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

F Shi, L Chen, J Han, P Childs - Journal of …, 2017 - asmedigitalcollection.asme.org
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 …

Integrating and navigating engineering design decision-related knowledge using decision knowledge graph

J Hao, L Zhao, J Milisavljevic-Syed, Z Ming - Advanced Engineering …, 2021 - Elsevier
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 …

A computational tool for creative idea generation based on analogical reasoning and ontology

J Han, F Shi, L Chen, PRN Childs - AI EDAM, 2018 - cambridge.org
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 …

A query expansion method for retrieving online BIM resources based on Industry Foundation Classes

G Gao, YS Liu, M Wang, M Gu, JH Yong - Automation in construction, 2015 - Elsevier
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 …

Natural-language-based intelligent retrieval engine for BIM object database

S Wu, Q Shen, Y Deng, J Cheng - Computers in Industry, 2019 - Elsevier
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 …

CACDA: A knowledge graph for a context-aware cognitive design assistant

A Huet, R Pinquié, P Véron, A Mallet, F Segonds - Computers in Industry, 2021 - Elsevier
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 …

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 …