Cascade2vec: Learning Dynamic Cascade Representation by Recurrent Graph Neural Networks

An information dissemination network (i.e., a cascade) with a dynamic graph structure is formed when a novel idea or message spreads from person to person. Predicting the growth of cascades is one of the fundamental problems in social network analysis. Existing deep learning models for cascade predi...

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Bibliographic Details
Main Authors: Zhenhua Huang, Zhenyu Wang, Rui Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8846015/