技术融合的 "发散式 "跨领域延伸:利用专利数据验证知识分区搜索模型

IF 3.5 3区 管理学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Scientometrics Pub Date : 2024-05-27 DOI:10.1007/s11192-024-05049-5
Jie Liu
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引用次数: 0

摘要

技术融合是指不同技术领域重叠的现象。尽管技术融合在技术创新和演进中非常重要,但很少有研究探讨导致技术融合的跨领域搜索过程的一般模式。本文提出,不同技术领域之间的拉伸可视为在二维知识分区景观中的搜索,然后基于美国专利和贸易局(USPTO)的大型专利数据集对该模型进行了实证验证。研究结果表明,导致技术融合的搜索过程的一般模式可以看作是在广泛的技术范围内进行搜索,以在现有技术领域内找出有限的有价值的连接点,而且搜索过程主要是 "发散性 "的;也就是说,创新主体会逐渐扩大搜索范围,以寻求新的混合技术。然而,如果两个技术领域的距离更近,跨领域搜索就会更有针对性。此外,与在更广泛的技术范围内进行搜索相比,在某些技术领域进行挖掘对于产生新的高影响力混合技术更为重要。这项研究为理解新知识创造过程和技术融合提供了一个新的视角。
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“Divergent” cross-domain stretching for technology fusion: validating the knowledge partition search model using patent data

Technology fusion refers to the phenomenon in which distinct technology domains overlap. Despite its importance in technology innovation and evolution, few studies have explored the general pattern of the cross-domain search process leading to technology fusion. This paper proposes that the stretching between distinct technology domains could be viewed as searching in a two-dimensional knowledge partition landscape and then empirically validates the model based on a large patent dataset derived from the U.S. Patent and Trade Office (USPTO). The findings show that the general pattern of the search processes leading to technology fusion could be viewed as searching across a broad technology scope to identify limited valuable linking points within existing technology domains, and the search processes are mainly “divergent”; that is, innovative agents gradually extend the search scope to pursue new hybrid technologies. However, the cross-domain search would be more targeted if the two technology domains were closer to each other. In addition, compared to searching across a broader technology scope, digging in certain technology areas is more important for the generation of new high-impact hybrid technologies. This study provides a novel perspective for understanding the new knowledge creation process and technology fusion.

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来源期刊
Scientometrics
Scientometrics 管理科学-计算机:跨学科应用
CiteScore
7.20
自引率
17.90%
发文量
351
审稿时长
1.5 months
期刊介绍: Scientometrics aims at publishing original studies, short communications, preliminary reports, review papers, letters to the editor and book reviews on scientometrics. The topics covered are results of research concerned with the quantitative features and characteristics of science. Emphasis is placed on investigations in which the development and mechanism of science are studied by means of (statistical) mathematical methods. The Journal also provides the reader with important up-to-date information about international meetings and events in scientometrics and related fields. Appropriate bibliographic compilations are published as a separate section. Due to its fully interdisciplinary character, Scientometrics is indispensable to research workers and research administrators throughout the world. It provides valuable assistance to librarians and documentalists in central scientific agencies, ministries, research institutes and laboratories. Scientometrics includes the Journal of Research Communication Studies. Consequently its aims and scope cover that of the latter, namely, to bring the results of research investigations together in one place, in such a form that they will be of use not only to the investigators themselves but also to the entrepreneurs and research workers who form the object of these studies.
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