A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis

被引:111
作者
Gerken, Jan M. [1 ]
Moehrle, Martin G. [1 ]
机构
[1] Univ Bremen, Inst Project Management & Innovat IPMI, D-28359 Bremen, Germany
关键词
Novelty measurement; Semantic patent analysis; Inventive progress; Technology monitoring; Citation analysis; Classification analysis; CO-WORD ANALYSIS; INNOVATION; TRENDS; SIMILARITY; EVOLUTION; PROGRESS; NETWORK;
D O I
10.1007/s11192-012-0635-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Given that in terms of technology novel inventions are crucial factors for companies; this article contributes to the identification of inventions of high novelty in patent data. As companies are confronted with an information overflow, and having patents reviewed by experts is a time-consuming task, we introduce a new approach to the identification of inventions of high novelty: a specific form of semantic patent analysis. Subsequent to the introduction of the concept of novelty in patents, the classical method of semantic patent analysis will be adapted to support novelty measurement. By means of a case study from the automotive industry, we corroborate that semantic patent analysis is able to outperform available methods for the identification of inventions of high novelty. Accordingly, semantic patent information possesses the potential to enhance technology monitoring while reducing both costs and uncertainty in the identification of inventions of high novelty.
引用
收藏
页码:645 / 670
页数:26
相关论文
共 77 条
[31]   Patent network analysis of inter-industrial knowledge flows: The case of Korea between traditional and emerging industries [J].
Han, Yoo-Jin ;
Park, Yongtae .
WORLD PATENT INFORMATION, 2006, 28 (03) :235-247
[32]   Technology brokering and innovation in a product development firm [J].
Hargadon, A ;
Sutton, RI .
ADMINISTRATIVE SCIENCE QUARTERLY, 1997, 42 (04) :716-749
[33]   Patent indicators for the technology life cycle development [J].
Haupt, Reinhard ;
Kloyer, Martin ;
Lange, Marcus .
RESEARCH POLICY, 2007, 36 (03) :387-398
[34]   GEOGRAPHIC LOCALIZATION OF KNOWLEDGE SPILLOVERS AS EVIDENCED BY PATENT CITATIONS [J].
JAFFE, AB ;
TRAJTENBERG, M ;
HENDERSON, R .
QUARTERLY JOURNAL OF ECONOMICS, 1993, 108 (03) :577-598
[35]   A novel method for measuring semantic similarity for XML schema matching [J].
Jeong, Buhwan ;
Lee, Damon ;
Cho, Hyunbo ;
Lee, Jaewook .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (03) :1651-1658
[36]  
Kangasabai R., 2008, US-Patent, Patent No. [7,346,491 B2, 7346491]
[37]   BIBLIOGRAPHIC COUPLING BETWEEN SCIENTIFIC PAPERS [J].
KESSLER, MM .
AMERICAN DOCUMENTATION, 1963, 14 (01) :10-&
[38]   Visualization of patent analysis for emerging technology [J].
Kim, Young Gil ;
Suh, Jong Hwan ;
Park, Sang Chan .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (03) :1804-1812
[39]  
Knight H. J, 2004, PATENT STRATEGY RES
[40]  
Kurmaniak C., 2008, ANSYS ADVANTAGE, V2, P30