Graph-based algorithm for exploring collaboration mechanisms and hidden patterns among top scholars

B Xu, J Guo, S Liu - Expert Systems with Applications, 2024 - Elsevier
During past several decades, extensive interdisciplinary collaboration has greatly promoted
the scientific innovation. Especially, collaborations among top scholars have become major …

The generation mechanism of research leadership in international collaboration based on GERGM: a case from the field of artificial intelligence

R Cai, W Tian, R Luo, Z Hu - Scientometrics, 2024 - Springer
Conducting an in-depth analysis of 235,746 research papers in the field of artificial
intelligence spanning from 2001 to 2020, this study quantified the extent of research …

Research on scientific knowledge evolution patterns based on ego-centered fine-granularity citation network

J Yang, L Wu, L Lyu - Information Processing & Management, 2024 - Elsevier
A deep comprehension of the development of scientific knowledge is necessary to properly
appreciate technological advancement and the process of knowledge innovation. However …

The evolution of research and development cooperation in dynamically interorganizational project networks: Effects of reference‐point‐based expectations

D Wang, P Guo, N Guo - Managerial and Decision Economics, 2024 - Wiley Online Library
Considering the coevolution of interorganizational project and social networks, this study
examines the evolution of research and development (R&D) cooperation by simulating the …

Exploring the formation mechanism of new energy vehicle industry-university-research innovation network: the role of structural, cognitive and relational social capital

X Cao, X Zhang, ZY Xing - Scientometrics, 2024 - Springer
The purpose of this paper is to consider the joint action of structural, cognitive and relational
social capital, and to explore the formation mechanism of the innovation network of new …

Exploring the influence of social capital on innovation networks in emerging industries: the mediating role of knowledge sharing

X Cao, X Zhang, Z Xing - Technology Analysis & Strategic …, 2024 - Taylor & Francis
In the face of rapidly evolving global markets, understanding the drivers of innovation
network in emerging industries is crucial. Drawing on cooperative patent data from China's …

Construction and management method of university information platform based on big data technology

Y Si, B Wu - Mobile Information Systems, 2022 - Wiley Online Library
In order to solve the problems faced in the current management of colleges and universities,
this topic integrates data mining technology and traditional statistical analysis technology in …

[Retracted] Multiobjective Differential Evolution Clustering Algorithm Based on Multimedia Information in Working Mechanism Innovation for Traditional Chinese …

X Zhu, H Cheng, X Zhang, H Zhu… - Advances in …, 2022 - Wiley Online Library
Aiming at working mechanism innovation for traditional Chinese medicine, a multiobjective
differential evolution clustering algorithm based on multimedia information is proposed and …

The Network Structures and Characteristics of Global Hubs of STI in Big Data Analysis and Mining Technology

P He, X Bai, D Cao, J Wu - Science, Technology and Society, 2023 - journals.sagepub.com
Global hubs of STI are strategic nodes in the global science network and will lead the future
of global scientific progress. This paper takes big data analysis and mining technology as an …

[PDF][PDF] Analyzing Internet Finance Model Using Big Data Financial Intermediation.

X Li, G Tian - Journal of Engineering, Project & …, 2024 - pdfs.semanticscholar.org
How to apply Internet technology to the financial field has become a pertinent question in the
academic circle. To solve the financing difficulties of small, medium and micro enterprises …