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ASUNAM
2015
IEEE
9 years 11 months ago
Trend detection in social networks using Hawkes processes
Abstract—We develop in this paper a trend detection algorithm, designed to find trendy topics being disseminated in a social network. We assume that the broadcasts of messages i...
Julio Cesar Louzada Pinto, Tijani Chahed, Eitan Al...
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ASUNAM
2015
IEEE
9 years 11 months ago
Social Event Extraction: Task, Challenges and Techniques
—Social media (e.g., Facebook and Twitter) serves as a popular platform for online communication and information dissemination, where users can effectively share information such...
Hao Li, Heng Ji, Lin Zhao
ASUNAM
2015
IEEE
9 years 11 months ago
A Dynamic Algorithm for Local Community Detection in Graphs
Abstract—A variety of massive datasets, such as social networks and biological data, are represented as graphs that reveal underlying connections, trends, and anomalies. Communit...
Anita Zakrzewska, David A. Bader
ASUNAM
2015
IEEE
9 years 11 months ago
Hackers Topology Matter Geography: Mapping the Dynamics of Repeated System Trespassing Events Networks
— this study focuses on the spatial context of hacking to networks of Honey-pots. We investigate the relationship between topological positions and geographic positions of victim...
Amit Rechavi, Tamar Berenblum, David Maimon, Ido S...
ASUNAM
2015
IEEE
9 years 11 months ago
AFRAID: Fraud Detection via Active Inference in Time-evolving Social Networks
—Fraud is a social process that occurs over time. We introduce a new approach, called AFRAID, which utilizes active inference to better detect fraud in time-varying social networ...
Véronique Van Vlasselaer, Tina Eliassi-Rad,...