Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures

Research on Multi-agent Simulation of Epidemic News Spread Characteristics

Xiaoguang Gong and Renbin Xiao. 2007 · 2007

Earlier work this paper cites.

The Spread of Behavior in an Online Social Network experiment

Damon Centola. 2010 · 2010

Earlier work this paper cites.

Information Network or Social Network? The Structure of the Twitter Follow Graph. In Proceedings of the 23rd International Conference on World Wide Web . 493–498

Seth A Myers, Aneesh Sharma, Pankaj Gupta, and Jimmy Lin. 2014 · 2014

Earlier work this paper cites.

Fake News Detection on Social Media: A Data Mining Perspective

Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu. 2017 · 2017

Earlier work this paper cites.

Who Shares Fake News in Online Social Networks?. In Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization . 234–242

Laura Burbach, Patrick Halbach, Martina Ziefle, and André Calero Valdez. 2019 · 2019

Earlier work this paper cites.

Some Measures to Detect the Influencer on Social Network based on Information Propagation. In Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics . 1–6

Tai Huynh, Ivan Zelinka, Xuan Hau Pham, and Hien D Nguyen. 2019 · 2019

Earlier work this paper cites.

Opinion Formation on the Internet: the Influence of Personality, Network Structure, and Content on Sharing Messages Online

Laura Burbach, Patrick Halbach, Martina Ziefle, and André Calero Valdez. 2020 · 2020

Earlier work this paper cites.

Fakenewsnet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media

Kai Shu, Deepak Mahudeswaran, Suhang Wang, Dongwon Lee, and Huan Liu. 2020 · 2020

Cited alongside, same era.

Simulation of Misinformation Spreading Processes in Social Networks: An Application with Netlogo. In 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) . IEEE, 614–618

Emilio Sulis and Marcella Tambuscio. 2020 · 2020

Cited alongside, same era.

Can We Stop Fake News? Using Agent-Based Modelling to Evaluate Countermeasures for Misinformation on Social Media.. In ICWSM Workshops

Anna Gausen, Wayne Luk, and Ce Guo. 2021 · 2021

Cited alongside, same era.

Evaluating the Mobilization Effect of Online Political Network Structures: A Comparison Between the Black Lives Matter Network and Ideal Type Network Configurations

Yuan Hsiao. 2021 · 2021

Cited alongside, same era.

Fake or Real News? Understanding the Gratifications and Personality Traits of Individuals Sharing Fake News on Social Media Platforms

Brinda Sampat and Sahil Raj. 2022 · 2022

Later among the works it cites.

S 3 : Social-network Simulation System with Large Language Model-Empowered Agents

Original

Chen Gao, Xiaochong Lan, Zhihong Lu, Jinzhu Mao, Jinghua Piao, Huandong Wang, Depeng Jin, and Yong Li. 2023 · 2023

Later among the works it cites.

A Survey of Information Dissemination Model, Datasets, and Insight

Yanchao Liu, Pengzhou Zhang, Lei Shi, and Junpeng Gong. 2023 · 2023

Later among the works it cites.

Generative Agents: Interactive Simulacra of Human Behavior. In Proceedings of the 36th Annual Acm Symposium on User Interface Software and Technology . 1–22

Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S Bernstein. 2023 · 2023

Later among the works it cites.

Social Media Demographics to Inform Your 2024 Strategy

Zote, Jacqueline. 2024 · 2024