The use of social network analysis in knowledge diffusion research from patent data
Journal
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining
Pages
393-398
Date Issued
2009
Author(s)
Hsueh, Chao-Chih
Abstract
Patent documents are an ample source of technical and commercial knowledge and, thus, patent analysis has long been considered a useful vehicle for R&D management and technoeconomic analysis. In terms of techniques for patent analysis, citation analysis has been the most frequently adopted tool. In this research, we note that citation analysis is subject to some crucial drawbacks and propose a network-based analysis, an alternative method for citation analysis. By using an illustrative data set, the overall process of developing patent network is described. The main objective is to understand that the knowledge diffuse between institution and countries. The knowledge diffusion networks are described by using critical node, core network, and network measures analysis .This includes identifying key influential players, the knowledge spillover patterns among them, and the overall knowledge spillover efficiency. The proposed framework is applied to the field of liquid crystal display (LCD), including the patent citation networks of assignee and countries. The analysis shows that the Japan is the most important citation center in LCD research and the LG Philips LCD, Sharp Samsung, Hitachi, IBM, and AUO are central points of knowledge flow. © 2009 IEEE Social network, patent citation, LCD.
Subjects
Alternative methods; Central point; Citation analysis; Core networks; Critical node; Data sets; Hitachi; Knowledge diffusion; Knowledge flow; Knowledge spillovers; Network measures; Network-based analysis; Patent analysis; Patent citation; Patent documents; Patent network; Philips; Samsung; Social Network Analysis; Techno-Economic analysis
Other Subjects
Electric network analysis; Liquid crystal displays; Liquid crystals; Research; Technical writing; Wireless telecommunication systems
Type
conference paper