Utilization of observers in social networks for rumor source estimation is quite common. However, existing observer-based techniques have several drawbacks. Mostly existing …
Y Chai, Y Wang, L Zhu - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
Identifying information sources plays a significant role in network science and engineering. However, existing source identification approaches generally focus on static networks …
We often see rumors rapidly spreading in online social networks. These are harmful for our society in many ways. Infection source detection is the task of identifying the sources of …
Multiple rumor source identification (MRSI) in social networks has become a challenging problem for controlling rumors from spreading automatically. Even though several …
W Huleihel, Y Refael - Journal of Machine Learning Research, 2024 - jmlr.org
Social media platforms (SMPs) leverage algorithmic filtering (AF) as a means of selecting the content that constitutes a user's feed with the aim of maximizing their rewards …
Y Xiao, J Yang, W Zhao, Q Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Rumors in different topic domains have different text characteristics but similar emotional tendencies. To resolve the scarce-data problem in some rumor-topic domains, this study …
Rumors in social media platforms and the identification of their sources is a challenging issue in modern-day computer communication. Existing approaches mostly fail to localize …
A Sridhar, HV Poor - IEEE Transactions on Information Theory, 2022 - ieeexplore.ieee.org
We study the problem of estimating the source of a network cascade given a time series of noisy information about the spread. Initially, there is a single vertex affected by the cascade …