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Influence of Local Information on Social Simulations under the Small-World Model

Hsun-Cheng Lin, Chung-Yuan Huang, Chuen-Tsai Sun
2004 International Conference on Cyberworlds  
The authors investigate the influence of local information on social simulations that are performed using the small world model.  ...  As part of this approach, local information mechanisms (landscape properties) are used to approximate real-world conditions in social simulations.  ...  In this paper, we will focus on the influence of node-related local information, vertex degree, and attribute information on simulating communication problems using the small world model.  ... 
doi:10.1109/cw.2004.38 dblp:conf/cw/LinHS04 fatcat:dp7ey4t4sfaf5hbvcajduzkrmi

Innovation Diffusion of Mobile Applications in Social Networks: A Multi-Agent System

Lixin Zhou, Jie Lin, Yanfeng Li, Zhenyu Zhang
2020 Sustainability  
Therefore, this paper employs multi-agent methods to simulate the innovation diffusion of mobile applications from the perspective of social networks.  ...  The multi-agent model was built in Anylogic 8 to simulate the communication and interaction between individual users.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su12072884 fatcat:zoktdcwjxrbylfzhlwkml67i6i

Social flocks

Cheng-Te Li, Shou-De Lin
2011 Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11  
Social Flocks can serve as visualization of simulated crowds for domain experts to explore the dynamic effects of the spatial, temporal, and social factors on social networks.  ...  , (c) modeling collective social behaviors in crowd simulation.  ...  Then as the flocking simulation proceeds, we gradually add edges between nodes based on one of the following models 1 . Touch Model.  ... 
doi:10.1145/2020408.2020531 dblp:conf/kdd/LiL11 fatcat:hhlmropww5ggpfdrrtxbqgwyny

A dissemination model based on psychological theories in complex social networks

Tianyi Luo, Zhidong Cao, Daniel Zeng, Qingpeng Zhang
2021 IEEE Transactions on Cognitive and Developmental Systems  
These results demonstrate that the RLT model is able to capture the patterns of information dissemination on social media and thus provide model-driven insights into the interpretation of public opinion  ...  In this paper, we validate the RLT model on three types of networks and then quantify and compare the dissemination characteristics of the simulation results with those from the empirical results.  ...  ACKNOWLEDGMENT This study was funded by the National Natural Science Foundation of China (Nos. 72042018, 91546112, and 71621002) and the National Key Research and Development Program of China (Nos. 2016QY02D0305  ... 
doi:10.1109/tcds.2021.3052824 fatcat:arj7gnosbraxlbqp4rpoj3pjey

Minimum Memory-Based Sign Adjustment in Signed Social Networks

Mingze Qi, Hongzhong Deng, Yong Li
2019 Entropy  
While the Newmann-Watts small world model (NW) network becomes dense, the counter-intuitive phenomena emerges that the network will be driven to a global balance, even under the minimum memory-based local  ...  In the real world, individuals can only observe the influence of their adjustments upon the local balance of the network and take this into account when adjusting their relationships.  ...  Conflicts of Interest: The authors declares no conflict of interest. Entropy 2019, 21, 728  ... 
doi:10.3390/e21080728 pmid:33267442 fatcat:chkolcitwzf7vfrppsmhf57zvm

Analysis and Simulation of the HIV Transmission among Homosexual Based on Agent Dynamical Small World Network

Li Wei, Zhang Shou-ming, Bi Gui-hong
2011 Procedia Engineering  
In addition, it introduced the progression of HIV and disease parameters.The results of this simulation make it clear that this model can fairly reflect the effects of dynamic social network and individual  ...  small world networks and multi-agent systems.  ...  Acknowledgements The authors would like to acknowledge the financial support of the National Natural Science Foundation of China (Grant No. 61064010).  ... 
doi:10.1016/j.proeng.2011.08.103 fatcat:74gtydv2qrholfmw6jyfltvl2q

Social Stability Risk Diffusion of Large Complex Engineering Projects Based on an Improved SIR Model: A Simulation Research on Complex Networks

Zhengqi He, Dechun Huang, Junmin Fang, Qingyuan Zhu
2021 Complexity  
Through NetLogo simulation platform, the model is placed under a small-world network environment that is closest to the topology structure of real social interpersonal relationship network for simulation  ...  From the subject of social stability risk diffusion of large complex engineering projects, this paper constructs a related risk diffusion model based on the SIR model to analyze risk diffusion mechanism  ...  Acknowledgments is work was supported by the National Natural Science Foundation of China (no. 71573072), the China Postdoctoral Science Foundation (no. 2019M661719), and the Fundamental Research Funds  ... 
doi:10.1155/2021/7998655 fatcat:4py5wfdntjbevc2ennllrplif4

Multi-Equilibria Regulation Agent-Based Model of Opinion Dynamics in Social Networks

Andreas Koulouris, Ioannis Katerelos, Theodore Tsekeris
2013 Interdisciplinary Description of Complex Systems  
Several simulation experiments are presented to demonstrate, through the MER model, the role of different network structures (complete, star, cellular automata, small-world and random graphs) on opinion  ...  This article investigates the Multiple Equilibria Regulation (MER) model, i.e., an agent-based simulation model, to represent opinion dynamics in social networks.  ...  Full dynamics and macro-behavior of the MER model for: a) Complete Graph Topology (CGT); b) Star (one-to-all) topology; c) Cellular Automation (CA) topology; d) Small-world topology (L=3); e) Small-world  ... 
doi:10.7906/indecs.11.1.5 fatcat:c4kakay4kzf6bfjgqq63qfuauu

Public Opinion Evolution Based on Complex Networks

Yeqing Zhao
2015 Cybernetics and Information Technologies  
The simulation results of CAN model show that all individuals cannot reach a final consensus through mutual consultations when the small world networks rewiring probability p is less than a specified threshold  ...  The Complex Agent Networks (CAN) model is studied, based on the adaptability, autonomy and activity of the individuals, as well as the complex interactions of individuals in an open community for probing  ...  Acknowledgements: The author wishes to thank Anyang Normal University for collecting the simulation data.  ... 
doi:10.1515/cait-2015-0006 fatcat:pwa6pbdbgnek3elafkn6k6rane

State-of-Art Review of Information Diffusion Models and their Impact on Social Network Vulnerabilities

Abdul Razaque, Syed Rizvi, Meer Jaro khan, Muder Almiani, Amer Al Rahayfeh
2019 Journal of King Saud University: Computer and Information Sciences  
The primary goal of this research is to provide a comparative study on the existing models such as the Ising model, Sznajd model, SIR model, SICR model, Game theory and social networking services models  ...  With the development of information society and network technology, people increasingly depend on information found on the Internet.  ...  The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.  ... 
doi:10.1016/j.jksuci.2019.08.008 fatcat:fxie7it3jjbpbm2flfkytg6zmu

An Agent-Based Competitive Product Diffusion Model for the Estimation and Sensitivity Analysis of Social Network Structure and Purchase Time Distribution

Keeheon Lee, Shintae Kim, Chang Ouk Kim, Taeho Park
2013 Journal of Artificial Societies and Social Simulation  
We also conduct sensitivity analyses with respect to the social network and the purchase time distribution. 1.6 We choose to use small-world network model for the social network of consumer-agents.  ...  Normally, the rewiring probability of a small-world network is within the range of 0.01 and 0.1.  ...  Social influence is transferred via local and global network effects on each product attribute, both from experts and previous adopters.  ... 
doi:10.18564/jasss.2080 fatcat:f4ywztkkvjerhaxibhjaprc5zu

Incorporating social impact on new product adoption in choice modeling: A case study in green vehicles

Lin He, Mingxian Wang, Wei Chen, Guenter Conzelmann
2014 Transportation Research Part D: Transport and Environment  
To alleviate this limitation, we propose a new choice modeling framework to capture the dynamic influence from social networks on consumer adoption of new products.  ...  Using hybrid electric vehicles as an example, our work illustrates the procedure of social network construction, social influence evaluation, and choice model estimation based on data from the National  ...  Social network simulation In the first two stages of the proposed choice modeling framework (Stage I -social network construction and Stage IIsocial influence evaluation), a small-world network is employed  ... 
doi:10.1016/j.trd.2014.08.007 fatcat:yyr6j3ysvbgjrfz5skeowaky3a

Diffusion dynamics in small-world networks with heterogeneous consumers

Sebastiano A. Delre, Wander Jager, Marco A. Janssen
2006 Computational and mathematical organization theory  
In markets with high social influence and in which consumers have a sufficiently large local network, the speed is low in regular networks, it increases in small-world networks and, contrarily to what  ...  In our agent-based model consumers' probability of adoption depends on the external marketing effort and on the internal influence that each consumer perceives in his/her personal networks.  ...  For the values of our simulation runs, the trade-off is quite balanced in clustered networks like the regular one (r = 0.0001) and the small-world network (r = 0.1).  ... 
doi:10.1007/s10588-006-9007-2 fatcat:yer6f52psbdolfujlm6zvsvb3i

Asset Price Dynamics with Local Interactions under Heterogeneous Beliefs

Valentyn Panchenko, Sergiy Gerasymchuk, Oleg V. Pavlov
2007 Social Science Research Network  
Using the rewiring procedure we produce four types of commonly considered networks: a fully connected network, a regular lattice, a small world, and a random network.  ...  This paper investigates the effect of network structure on the asset price dynamics. We propose a simple present value discounted asset pricing model with heterogeneous agents.  ...  Social scientists have recognized that the small world network is a good model approximating social interactions in real life.  ... 
doi:10.2139/ssrn.1288281 fatcat:e7pmmcmpmzdw3gnu37ee6npsoa

A Literature Review of Social Network Analysis in Epidemic Prevention and Control

Xiaomei Wang, Qi An, Zilong He, Wei Fang, Miguel Fuentes
2021 Complexity  
) databases were studied to provide a more comprehensive overview of the frontiers of research in this field, including epidemics in social networks, spread of disease, influence of different factors on  ...  Studying the structure and evolution characteristics of social networks is of great significance in assessing and controlling the outbreak of infectious diseases.  ...  Conflicts of Interest e authors declare that they have no conflicts of interest regarding the publication of this paper.  ... 
doi:10.1155/2021/3816221 fatcat:od64cvepjnh4nndhm7sxnxm7ca
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