Backbone of technology evolution in the modern era automobile industry: An analysis by the patents citation network
Yan Lin , Jian Chen , Yan Chen
Journal of Systems Science and Systems Engineering ›› 2011, Vol. 20 ›› Issue (4) : 416 -442.
Backbone of technology evolution in the modern era automobile industry: An analysis by the patents citation network
In the automobile industry, especially in its modern era, large amount of technologies have been generated to produce automobiles. The technological evolution in this industry is formed by complicated effects of the emergence of some milestone inventions and interaction, integration, and succession among diverse technologies. It’s a big challenge to sort out crucial inventions and technologies progresses that mainly form this industry’s technological evolution. We use patent citation data and apply network analytical techniques to reveal characteristics of the “backbone” in the automobile industry’s technological evolution. We employ three algorithms respectively to explore the main path of the technological evolution, the most important subnetwork which outlines the main characteristics of the industry’s technological evolution, and the most important technological inventions (act as authorities and hubs of the technological evolution) in the industry. Main results are reported in detail by tables, figures and interpretations to disclose the most influential technologically developing path, pivotal transfers in technological trajectories, and important technological convergences and divergences over time, of the modern era automobile industry.
Technology evolution / automobile industry / patent citation / network analysis
| [1] |
|
| [2] |
|
| [3] |
Batagelj, V. & Mrvar, A. (1999). Pajek — Program for large network analysis. Available via DIALOG. http://vlado.fmf.unilj.si/pub/networks/doc/pajek.pdf. Cited August 27, 2009 |
| [4] |
Batagelj, V. & Mrvar, A. (2004). Pajek — Program for analysis and visualization of large networks. Available via DIALOG. http://90.146.8.18/en/archiv_files/20041/FE_2004_batageljmrvar_en.pdf. Cited August 23, 2009 |
| [5] |
Batagelj, V. & Mrvar, A. (2010). Program for analysis and visualization of large networks: reference manual. Available via DIALOG. http://vlado.fmf.uni-lj.si/pub/networks/pajek/doc/pajekman.pdf. Cited January 27, 2011 |
| [6] |
Batagelj, V. (2002). Efficient algorithms for citation network analysis. Working Paper of Department of Theoretical Computer Science, University of Ljubljana. Available via DIALOG. http://www.imfm.si/preprinti/PDF/00897.pdf. Cited January 20, 2011 |
| [7] |
|
| [8] |
|
| [9] |
|
| [10] |
|
| [11] |
|
| [12] |
|
| [13] |
|
| [14] |
|
| [15] |
|
| [16] |
|
| [17] |
|
| [18] |
Hall, B.H., Jaffe, A.B. & Trajtenberg, M. (2001). The NBER patent citation data file: lessons, insights and methodological tools. NBER Working Paper 8498. Available via DIALOG. http://papers.nber.org/papers/w8498.pdf. Cited June 5, 2007 |
| [19] |
|
| [20] |
|
| [21] |
|
| [22] |
|
| [23] |
|
| [24] |
|
| [25] |
|
| [26] |
Kleinberg, J. (1998). Authoritative sources in a hyperlinked environment. Available via DIALOG. http://www.cs.cornell.edu/home/kleinber/auth.ps. Cited December 15, 2010 |
| [27] |
|
| [28] |
|
| [29] |
|
| [30] |
|
| [31] |
|
| [32] |
|
| [33] |
Operti, E. & Carnabuci, G. (2008). Knowledge growth through inter- organizational knowledge recombination: an analysis of the semiconductor industry in the period 1976–2002. In: DRUID-DIME Academy Winter 2008 PhD Conference. Available via DIALOG. http://www2.druid.dk/conferences/viewpaper.php?id=1995&cf=28. Cited July 12, 2009 |
| [34] |
|
| [35] |
|
| [36] |
|
| [37] |
|
| [38] |
|
| [39] |
|
| [40] |
|
| [41] |
|
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|
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