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请教一些文章相关的问题

作者您好，感谢您的工作，关于分歧正则化的显式定义对我很有启发。
以及，想向您请教一下我在看这篇文章遇到的一些问题。
1.本文是否还属于狭义上的协同过滤？因为据我所知CF一般是只从交互数据出发并不引入额外属性，比如KGAT、KGCN都并不claim自己是协同过滤，只是引入知识图作为手段来改进推荐，但是本文中给我的感觉可能定义有点模糊。
2.关于4.2节内容中的头部实体v，Π(u,r,t）这个注意力系数是怎么计算的，即如何将用户引入作为上下文。r，t来自KG图部分，u是交互部分，这两者怎么联系在一起，因为我暂时还没有看代码，所以不是很能理解。
望您不吝赐教

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