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Food recomendation based on Knowledge Graph and GNN.

Python 27.82% Jupyter Notebook 72.18%

kg_based_recommendation_with_gnns's Introduction

我阅读了一些基于知识图谱做推荐的论文,并使用Tensorflow 2.1.0复现/改写了论文代码。

希望能用这些模型为用户推荐具有目标增益且符合喜好的健康食物。这里的目标增益指的是用户个人目标,比如减肥、帮助排便、改善睡眠等。此场景会大量用到营养学的专业知识,所以引入营养学垂直领域的知识图谱作为推荐的side info。

本项目仅仅是我的探索历程,都是不涉商秘的demo,实际业务有相关应用的都没有上传,仅作为技术选型的记录。

kg_based_recommendation_with_gnns's People

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