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Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision
Among existing knowledge graph based question answering (KGQA) methods, relation
supervision methods require labeled intermediate relations for stepwise reasoning. To avoid …
supervision methods require labeled intermediate relations for stepwise reasoning. To avoid …
The theater of fake news spreading, who plays which role? A study on real graphs of spreading on Twitter
During the battle between fake news and truth in Twitter, users of each side take different
roles such as tweeting the original content or retweeting the published content, while some …
roles such as tweeting the original content or retweeting the published content, while some …
Rumor source localization in social networks based on infection potential energy
The location technology of information sources in social networks is a major factor in
exploring the means of information propagation. In this context, most existing methods …
exploring the means of information propagation. In this context, most existing methods …
Locating multi-sources in social networks with a low infection rate
P Zhu, L Cheng, C Gao, Z Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of modern technology, numerous economic losses are incurred by
various spreading phenomena. Thus, it is of great significance to identify the initial sources …
various spreading phenomena. Thus, it is of great significance to identify the initial sources …
Path-based multi-sources localization in multiplex networks
With the prosperity of modern technology, propagation phenomena of diverse information
become universal nowadays. Nevertheless, spreading of malicious information will …
become universal nowadays. Nevertheless, spreading of malicious information will …
A heuristic framework for sources detection in social networks via graph convolutional networks
L Cheng, P Zhu, C Gao, Z Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid development of social networks has given opportunities for rumors to disturb the
order of society. However, due to the diversity and complexity of users and information …
order of society. However, due to the diversity and complexity of users and information …
NLSI: An innovative method to locate epidemic sources on the SEIR propagation model
Epidemics pose a significant threat to societal development. Accurately and swiftly
identifying the source of an outbreak is crucial for controlling the spread of an epidemic and …
identifying the source of an outbreak is crucial for controlling the spread of an epidemic and …
[HTML][HTML] Lexical sorting centrality to distinguish spreading abilities of nodes in complex networks under the Susceptible-Infectious-Recovered (SIR) model
A Şimşek - Journal of King Saud University-Computer and …, 2022 - Elsevier
Epidemic modeling in complex networks is a hot research topic in recent years. The
spreading of a virus (such as SARS-CoV-2) in a community, spreading computer viruses in …
spreading of a virus (such as SARS-CoV-2) in a community, spreading computer viruses in …
Detecting rumor outbreaks in online social networks
D Frąszczak - Social Network Analysis and Mining, 2023 - Springer
Social media platforms are broadly used to exchange information by milliards of people
worldwide. Each day people share a lot of their updates and opinions on various types of …
worldwide. Each day people share a lot of their updates and opinions on various types of …
Source inference for misinformation spreading on hypergraphs
Source inference aims at revealing the seed of the misinformation spreading on social
networks, and attracted great attention in the field of network science and cybersecurity …
networks, and attracted great attention in the field of network science and cybersecurity …