论文标题
k-simplex2vec：node2vec的简单扩展
k-simplex2vec: a simplicial extension of node2vec
论文作者
论文摘要
我们提出了一种将欧几里得特征与简单络合物相关联的新方法，提供了一种将其用作统计和机器学习工具的输入的方法。该方法将Node2Vec算法扩展到更高维的简单，提供对简单复合物的结构或图中的高阶相互作用的洞察力。
We present a novel method of associating Euclidean features to simplicial complexes, providing a way to use them as input to statistical and machine learning tools. This method extends the node2vec algorithm to simplices of higher dimensions, providing insight into the structure of a simplicial complex, or into the higher-order interactions in a graph.
