To identify influential nodes in real networks, it is essential to note the importance of
considering the local and global information in a network. In addition, it is also key to …

The identification of important nodes in complex networks is an area of exciting growth due
to its applications across various disciplines like disease control, data mining and network …

The rumor-free equilibrium state and rumor-endemic equilibrium state are two symmetric
descriptions of the status of a system. The constant spreading of rumors would affect the …

With the rapid development of social network in recent years, the threshold of information
dissemination has become lower. Most of the time, rumors, as a special kind of information …

The development of network technology has created various platforms and methods for
information dissemination. When rumors spread in social networks, they will rapidly spread …

The proliferation of malicious information, including fake news and rumors, within Online
Social Networks (OSNs) has prompted considerable research into strategies that mitigate …

The study of complex networks is increasingly attracting widespread attention, and the
importance analysis of key nodes with significant influence has always been a core problem …

Online social networks (OSNs) provide a platform for users to express opinions, discuss
events and exchange ideas. However, the spread of misinformation in OSNs will interfere …

The mining of key nodes is an important topic in complex network research, which can help
identify influencers. The study is necessary for blocking the spread of epidemics, controlling …

Due to the development of social media, the threshold for information dissemination has
become lower than ever before. As a special kind of information, rumors are usually harmful …