Policy Actors’ Struggle for Attention: The Role of Peer Networks in the Migration Discourse on Twitter (X) by Hanke Sara, Sicakkan Hakan G., Van Wolleghem Pierre Georges, Heiberger Raphael Heiko

“…., a PA’s peer network) are crucial to attracting the interest of a broad audience. Drawing on network theory, we posit that (i) ideological homophily, and (ii) the centrality and embeddedness in a PA’s peer network increase the attention received from all Twitter (now X) users. …”
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Institutional Investor Information Sharing, Stock Market Extreme Risk, and Financial Systemic Risk by Xiao-Li Gong, Zhi-Qiang Du

“…Especially, the speed of information diffusion in the network is characterized by the topology structures based on social network theory. Empirical research studies find that the Chinese fund information network exhibits small-world characteristics, which reflects rapid speed of information diffusion. …”
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Influence of Social Network Strength on Entrepreneurial Opportunity Recognition: A Chain Mediation Model of Need Knowledge and Technological Knowledge by Jing Fan, Jiafu Su

“…Building on social network theory, this study develops and examines a chain mediation model that incorporates need knowledge and technological knowledge into the relationship between social network strength and entrepreneurial opportunity recognition. …”
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Digital transformation of the Russian media business in the face of uncertainty by A. M. Druzhinin

“…Platforms, technologies and algorithms are implemented into media production, in no small part, in the context of an understanding of the infosphere and technosphere processes within the framework of actor-network theory. They perform work on an equal level with the subjects. …”
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Knowledge Integration and Analysis of Technological Innovation in Prefabricated Construction by Yudan Dou, Xiaoxue Fu, Tianxin Li

“…It makes a meaningful contribution to knowledge management theory and complex network theory, advancing innovative applications in PC technology.…”
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A two-layer network model of the evolution of public risk perception of emerging technologies by Xiaqun Liu, Xiaoyue Qiu, Yaming Zhuang

“…Considering the impact of the spread of risk events on public risk perception of emerging technologies, this study adopts complex network theory to construct a two-layer network model consisting of “the spread of risk events–the evolution of public risk perception” of emerging technologies. …”
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Branding simbólico e hibridación: una aproximación en la intersección cultural fronteriza México-Estados Unidos de América: el caso de Ciudad Juárez-El Paso by Patricia Ramos Rubio, Isabel Zizaldra-Hernández

“…The investigation presents a quantitative methodology divided in three stages: The 1st stage is office work by reviewing the literature; stage 2, approaching the phenomenon through network theory (ARS), linking the EGR Theory Alderfer on resource dependency; and a stage 3 with the implementation, under the EGR (Existence, Value and Growth) criteria, of 105 surveys, where 18 items where considered for evaluation. …”
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Credit Risk Contagion Based on Asymmetric Information Association by Shanshan Jiang, Hong Fan, Min Xia

“…The existing credit risk contagion models based on complex network theory assume that the information between individuals in the network is symmetrical and analyze the proportion of the individuals infected by the credit risk from a macro perspective. …”
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Impact of Urban Rail Transit Network on Residential and Commercial Land Values in China: A Complex Network Perspective by Shiping Wen, Jiangang Shi, Wei Zhang

“…This study applied a Space-P model of urban rail transit network based on complex network theory and demonstrated the influence of urban rail transit network characteristics on residential and commercial land prices. …”
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Mediating Effect of Organizational Learning Capacity on the Relationship between Relational Embeddedness and Innovation Performance in Freight Logistics Service by Pengxia Bai, Qunqi Wu, Qian Li, Chenlei Xue, Lei Zhang

“…Firstly, a theoretical model is constructed based on Social Network Theory, and four research hypotheses are presented. …”
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A Bayesian Network Approach to Causation Analysis of Road Accidents Using Netica by Xin Zou, Wen Long Yue

“…Based on an overall consideration of factors affecting road safety evaluations, the Bayesian network theory based on probability risk analysis was applied to the causation analysis of road accidents. …”
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Research on the Pattern and Evolution Characteristics of Global Dry Bulk Shipping Network Driven by Big Data by Haijiang Li, Xin Zhang, Peng Jia, Qianqi Ma

“…To better understand the structural characteristics and future development trends of the global dry bulk shipping network (GDBSN), this study proposes a framework for characteristics analysis and link prediction based on complex network theory. The study integrates large-scale heterogeneous data, including automatic identification system data and port geographic information, to construct the GDBSN. …”
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Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation by Nadir Sella, Florent Guinot, Nikita Lagrange, Laurent-Philippe Albou, Jonathan Desponds, Hervé Isambert

“…Here, we introduce a novel algorithm (MIIC-SDG) for generating synthetic data from electronic records based on a multivariate information framework and Bayesian network theory. We also propose a new metric to quantitatively assess the trade-off between the Quality and Privacy Scores (QPS) of synthetic data generation methods. …”
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Link Quality Prediction via a Neighborhood-Based Nonnegative Matrix Factorization Model for Wireless Sensor Networks by Yuxin Zhao, Shenghong Li, Jia Hou

“…By introducing complex network theory and machine learning techniques, we propose a neighborhood-based nonnegative matrix factorization model to predict link quality in wireless sensor networks. …”
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Research on Customer Requirement-Driven Individualized Product Module Division and Configuration Based on Community Structure by Qin Yang, Xuzheng Li, Qunqun Yin, Fan Liu, Weijie Chang

“…Secondly, the community structure in complex network theory is introduced to visualize and quantitatively describe the relationship between product parts. …”
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Research on key "acupoint" mining technology for special information system by ZOU Zilong, WANG Junlin, AN Shujie, LYU Changyuan, YU Minggang, NIU Yanjie

“…In this paper, the complex network theory is used to analyze the network characteristics of special information system. …”
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Dynamic Contagion of Systemic Risks on Global Main Equity Markets Based on Granger Causality Networks by Qiuhong Zheng, Liangrong Song

“…The topological structures and evolution characteristics of the Granger causal networks are analyzed from the perspective of complex network theory. Empirical results demonstrate that the network topology has a significant difference during the global financial crisis and other periods. …”
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Weighted Complex Network Analysis of Shanghai Rail Transit System by Yingying Xing, Jian Lu, Shendi Chen

“…In this paper, the Shanghai RTS, as well as passenger flows, will be investigated by using complex network theory. Both the topological and dynamic properties of the RTS network are analyzed and the largest connected cluster is introduced to assess the reliability and robustness of the RTS network. …”
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Artificial Intelligence-Based Real-Time Signal Sample and Analysis of Multiperson Dragon Boat Race in Complex Networks by Yu Li, Peihua Liu

“…Based on the complex network theory, we regard the 23 dragon boat athletes in the dragon boat race as 23 nodes so as to establish a network with 23 nodes and reflect the importance of nodes by measuring the impact of node deletion on the results of the race. …”
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Stock Market Temporal Complex Networks Construction, Robustness Analysis, and Systematic Risk Identification: A Case of CSI 300 Index by Xiaole Wan, Zhen Zhang, Chi Zhang, Qingchun Meng

“…So, the stock data of the CSI 300 were chosen and divided into two time series, prepared for analysis via network theory. After stationary test and coefficients calculated for daily amplitudes of stock, two “year-round” complex networks were constructed, respectively. …”
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