주성분분석을 활용한 우리나라 주요 기업의 특허 경쟁력 분석

Translated title of the contribution: Analysis of the patent competitiveness of major Korean companies using PCA

Ji Pyo Kim

Research output: Contribution to journalArticlepeer-review

Abstract

As the technology development of enterprises is becoming more and more intense, the amount of patents is growing rapidly. Various patent indexes have been developed and used to evaluate the quality of patents as well as the quantity of patents, but it is difficult to assess the overall level of patents. The purpose of this study is to evaluate the level of patents held by companies by using principal component analysis (PCA) so that various aspects of patents should be measured objectively. We appraised the patent competitiveness of major 129 Korean companies analyzing patent information such as patent index values by PCA. Through this, companies can grasp the level of their patents compared to competitors in the same industry, and the government will be able to utilize them in establishing nationwide technology policies.
Translated title of the contributionAnalysis of the patent competitiveness of major Korean companies using PCA
Original languageKorean
Pages (from-to)213-241
Number of pages29
Journal산업혁신연구
Volume36
Issue number4
StatePublished - Dec 2020

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