Structural Evolution Features of Collaborative Innovation Network of College Students from the Perspective of Knowledge Flow

Abstract

Knowledge exchange and transfer are very important in a R&D environment driven by knowledge and technology. This paper aims to study the structural evolution features of the Collaborative Innovation Network (CIN) of college students from the perspective of knowledge flow. The knowledge flow among the collaborative innovation relationships of college students has not only produced many innovation achievements and high innovation conversion values, but also promoted knowledge sharing and increased regional economic benefit. To figure out the structural evolution features of CIN from the perspective of knowledge flow, at first, this paper explores the network-shaped knowledge flow pattern, constructs a model that can reflect the innovators’ citation of innovation knowledge and the interaction between related factors and their interaction space, and analyzes the distance attenuation of knowledge flow of CIN and its evolution trend. Then, this paper combines the structure of CIN with the evolutionary game, builds an Evolutionary Game (EG) model of CIN, and analyzes the evolution law of college students’ collaborative innovation behavior in CIN. At last, this paper gives experimental results and verifies the validity of the proposed model.

Reviewing the advancements in offshore drilling technologies in the USA and their global impact

“…The exchange of knowledge and technology is a fundamental aspect of research and development environments, particularly in driving collaborative innovation (He, 2023). Furthermore, the capacity of public-private collaborations to incorporate sustainable business models relies on effective knowledge transfer between the involved entities (Mattsson et al, 2022).…”

“…The role of industry partnerships in driving global adoption is evident in the promotion of collaborations and technology transfer by research institutions to facilitate product design, development, and production (Gudda, 2017). Additionally, the structural evolution features of collaborative innovation networks underscore the importance of knowledge flow in driving collaborative innovation, emphasizing the role of technology transfer in industry partnerships (He, 2023).…”

Practical Knowledge Level Characteristics and Innovative Practice Achievement Transformation Mechanism of Vocational College Students

“…Based on the development of students' intelligence, innovation ability is a comprehensive ability to find and solve new problems and innovate things [1][2][3][4]. Our society today need talents with innovation ability, because this ability is a necessary 232 http://www.i-jet.org characteristic of talents in the information age [5][6][7][8][9]. Cultivating talents with innovation ability is both the goal of higher vocational colleges and their responsibility given by the era [10][11][12][13][14][15].…”