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。
Food recomendation based on Knowledge Graph and GNN.
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。
could you supply som data of food or knowlege?
请问GNN模型中输入的数据是什么?输入数据中是否包含顶点的属性?
Hi JiaJiewang,
Can you guide me on how did you create Knowledge graph out of food data? It would really appreciate if you can share your work on it or any references.
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