The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents

The big five personality dimensions and job performance: a meta-analysis

Murray R Barrick and Michael K Mount. 1991 · 1991

Earlier work this paper cites.

Dynamics of rumor spreading in complex networks

Yamir Moreno, Maziar Nekovee, and Amalio F Pacheco. 2004 · 2004

Earlier work this paper cites.

Tutorial on agent-based modeling and simulation

Charles M Macal and Michael J North. 2005 · 2005

Earlier work this paper cites.

Spreading gossip in social networks

Pedro G Lind, Luciano R Da Silva, José S Andrade Jr, and Hans J Herrmann. 2007 · 2007

Earlier work this paper cites.

Theory of rumour spreading in complex social networks

Maziar Nekovee, Yamir Moreno, Ginestra Bianconi, and Matteo Marsili. 2007 · 2007

Earlier work this paper cites.

Model for rumor spreading over networks

Daniel Trpevski, Wallace KS Tang, and Ljupco Kocarev. 2010 · 2010

Earlier work this paper cites.

Measures of interrater agreement

Jayawant N Mandrekar. 2011 · 2011

Earlier work this paper cites.

Rumor evolution in social networks

Yichao Zhang, Shi Zhou, Zhongzhi Zhang, Jihong Guan, and Shuigeng Zhou. 2013 · 2013

Earlier work this paper cites.

User behaviors in newsworthy rumors: A case study of twitter

Quanzhi Li, Xiaomo Liu, Rui Fang, Armineh Nourbakhsh, and Sameena Shah. 2016 · 2016

Earlier work this paper cites.

Balancing information exposure in social networks

Kiran Garimella, Aristides Gionis, Nikos Parotsidis, and Nikolaj Tatti. 2017 · 2017

Earlier work this paper cites.

Information cascades in complex networks

Mahdi Jalili and Matjaž Perc. 2017 · 2017

Earlier work this paper cites.

A rumor spreading model based on information entropy

Chao Wang, Zong Xuan Tan, Ye Ye, Lu Wang, Kang Hao Cheong, and Neng-gang Xie. 2017 · 2017

Earlier work this paper cites.

Keeping rumors in proportion: managing uncertainty in rumor systems

Peter M Krafft, Kate Starbird, and Emma S Spiro. 2019 · 2019

Earlier work this paper cites.

Efficient coupling diffusion of positive and negative information in online social networks

Xinyan Wang, Xiaoming Wang, Fei Hao, Geyong Min, and Liang Wang. 2019 · 2019

Earlier work this paper cites.

Daley–kendal models in fake-news scenario

José Roberto Castilho Piqueira, Mauro Zilbovicius, and Cristiane Mileo Batistela. 2020 · 2020

Cited alongside, same era.

A state-independent and time-evolving network for early rumor detection in social media

Rui Xia, Kaizhou Xuan, and Jianfei Yu. 2020 · 2020

Cited alongside, same era.

The echo chamber effect on social media

Matteo Cinelli, Gianmarco De Francisci Morales, Alessandro Galeazzi, Walter Quattrociocchi, and Michele Starnini. 2021 · 2021

Cited alongside, same era.

How does truth evolve into fake news? an empirical study of fake news evolution

Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, and Rui Yan. 2021 · 2021

Cited alongside, same era.

Improving rumor detection by promoting information campaigns with transformer-based generative adversarial learning

Jing Ma, Jun Li, Wei Gao, Yang Yang, and Kam-Fai Wong. 2021 · 2021

Cited alongside, same era.

Generative agents: Interactive simulacra of human behavior

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.

Mechanisms of true and false rumor sharing in social media: collective intelligence or herd behavior?

Nicolas Pröllochs and Stefan Feuerriegel. 2023 · 2023

Later among the works it cites.

Fighting false information from propagation process: A survey

Ling Sun, Yuan Rao, Lianwei Wu, Xiangbo Zhang, Yuqian Lan, and Ambreen Nazir. 2023 · 2023

Later among the works it cites.

Simulating social media using large language models to evaluate alternative news feed algorithms

Original

Petter Törnberg, Diliara Valeeva, Justus Uitermark, and Christopher Bail. 2023 · 2023

Later among the works it cites.

The rise and potential of large language model based agents: A survey

Original

Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, and Tao Gui. 2023 · 2023