TY - JOUR
T1 - Fighting False Information from Propagation Process
T2 - A Survey
AU - Sun, Ling
AU - Rao, Yuan
AU - Wu, Lianwei
AU - Zhang, Xiangbo
AU - Lan, Yuqian
AU - Nazir, Ambreen
N1 - Publisher Copyright:
© 2023 Association for Computing Machinery.
PY - 2023/10/31
Y1 - 2023/10/31
N2 - The recent serious cases of spreading false information have posed a significant threat to the social stability and even national security, urgently requiring all circles to respond adequately. Therefore, this survey illustrates how to fight against false information from its propagation process by (1) exploring the drivers of information infectivity from the content, media, user, structural, and temporal dimensions; (2) describing the propagation modeling approaches from macro (global), meso (community), and micro (individual) levels; and (3) discussing the governance strategies from both technical and application aspects. The potential data sources and the future directions of fighting are also given, hoping to facilitate more comprehensive solutions.
AB - The recent serious cases of spreading false information have posed a significant threat to the social stability and even national security, urgently requiring all circles to respond adequately. Therefore, this survey illustrates how to fight against false information from its propagation process by (1) exploring the drivers of information infectivity from the content, media, user, structural, and temporal dimensions; (2) describing the propagation modeling approaches from macro (global), meso (community), and micro (individual) levels; and (3) discussing the governance strategies from both technical and application aspects. The potential data sources and the future directions of fighting are also given, hoping to facilitate more comprehensive solutions.
KW - False information
KW - information infectivity
KW - propagation governance
KW - propagation modeling
KW - social media
UR - https://www.scopus.com/pages/publications/85147855945
U2 - 10.1145/3563388
DO - 10.1145/3563388
M3 - 文章
AN - SCOPUS:85147855945
SN - 0360-0300
VL - 55
JO - ACM Computing Surveys
JF - ACM Computing Surveys
IS - 10
M1 - 3563388
ER -