Technology networks: the autocatalytic origins of innovation

被引:16
|
作者
Napolitano, Lorenzo [1 ,5 ]
Evangelou, Evangelos [2 ]
Pugliese, Emanuele [1 ,4 ,5 ]
Zeppini, Paolo [1 ,6 ]
Room, Graham [3 ]
机构
[1] Univ Bath, Dept Econ, Bath BA2 7AY, Avon, England
[2] Univ Bath, Dept Math Sci, Bath BA2 7AY, Avon, England
[3] Univ Bath, Dept Social Policy & Sci, Bath BA2 7AY, Avon, England
[4] Int Finance Corp, World Bank Grp, Washington, DC 20433 USA
[5] CNR, ISC, I-00185 Rome, Italy
[6] Univ Cote Azur, CNRS, GREDEG, F-06560 Valbonne, France
来源
ROYAL SOCIETY OPEN SCIENCE | 2018年 / 5卷 / 06期
关键词
autocatalytic set; complex systems; evolution of technology; evolving networks; patent data; recombinant innovation; COLLABORATION NETWORKS; EMERGENCE; EVOLUTION; DYNAMICS; PATTERNS; TRENDS; WORLD; MODEL;
D O I
10.1098/rsos.172445
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We analyse the autocatalytic structure of technological networks and evaluate its significance for the dynamics of innovation patenting. To this aim, we define a directed network of technological fields based on the International Patents Classification, in which a source node is connected to a receiver node via a link if patenting activity in the source field anticipates patents in the receiver field in the same region more frequently than we would expect at random. We show that the evolution of the technology network is compatible with the presence of a growing autocatalytic structure, i.e. a portion of the network in which technological fields mutually benefit from being connected to one another. We further show that technological fields in the core of the autocatalytic set display greater fitness, i.e. they tend to appear in a greater number of patents, thus suggesting the presence of positive spillovers as well as positive reinforcement. Finally, we observe that core shifts take place whereby different groups of technology fields alternate within the autocatalytic structure; this points to the importance of recombinant innovation taking place between dose as well as distant fields of the hierarchical classification of technological fields.
引用
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页数:17
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