Modeling user and topic interactions in social networks using Hawkes processes

Pinto, Julio Cesar Louzada and Chahed, Tijani (2015) Modeling user and topic interactions in social networks using Hawkes processes. In: 8th International Conference on Performance Evaluation Methodologies and Tools.

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Abstract

We present in this paper a framework to model information diffusion in social networks based on linear multivariate Hawkes processes. Our model exploits the effective broadcasting times of information by users, which guarantees a more realistic view of the information diffusion process. The proposed

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:25
Last Modified: 17 Apr 2026 18:59
URI: http://eprints.eai.eu/id/eprint/12700

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