/HEDRL-IM

Influence Maximization in Hypergraphs based on Evolutionary Deep Reinforcement Learning

Primary LanguagePython

HEDRL-IM

The implementation for "Influence Maximization in Hypergraphs based on Evolutionary Deep Reinforcement Learning"

Requirements

pip install -r requirements.txt

Basic Usage

python IM.py

Synthetic hypergraphs method HyperFF

https://github.com/jihoonko/HyperFF

Hypergraph embedding method NHNE

Nonuniform Hyper-Network Embedding with Dual Mechanism https://github.com/jeffhj/NHNE

Datsets

@article{antelmi2021social, title = {Social influence maximization in hypergraphs}, author = {Antelmi, Alessia and Cordasco, Gennaro and Spagnuolo, Carmine and Szufel, Przemys{\l}aw}, year = 2021, journal = {Entropy}, publisher = {MDPI}, volume = 23, number = 7, pages = 796 }