Knowledge Base Repository
In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.
A DATA MINING APPROACH TO ASSIST DESIGN KNOWLEDGE RETRIEVAL BASED ON KEYWORD ASSOCIATIONS
Shi, F.; Han, J.; Childs, P. R. N.
Type:
Year:
2016
Editor:
Marjanovic Dorian, Storga Mario, Pavkovic Neven, Bojcetic Nenad, Skec Stanko
Author:
Series:
DESIGN
Section:
DESIGN INNOVATION
Page(s):
1125-1134
Abstract:
Design knowledge retrieval is a key part for creative idea generation in engineering design process, and it highly depends on the inherent associations between knowledge. Existing computer-based knowledge networks such as WordNet and ConceptNet are based on hypernym and hyponym and mainly focus on commonsense. This paper proposed a data mining approach to construct a professional knowledge concepts network by exploring the inherent associations between keywords. A software tool was developed to justify its effects on assisting design knowledge retrieval by using an engineering case study.
Keywords:
