AGNN

Introduction

Attentive Graph Neural Network (AGNN) is a new recommendation framework tailored to knowledge graph-based personalized recommendation. Built upon the graph neural network framework, AGNN explicitly models the semantics encoded in KGs with expressive subgraphs to provide better recommendation with side information.

Environment Requirement

• Python 2.7
• Pytorch (conda 4.5.11)
• numpy == 1.15.4

Datasets

• MovieLens-1M
• Last-FM
• Yelp

Modules