Community preserving mapping for network hyperbolic embedding

作者：

Highlights：

• Regularize the hyperbolic distance with co-occurrence relations.

• Embed networks into hyperbolic space with preserving communities.

• Solve the embedding majorization by the sum of linear ratios programming.

摘要

•Regularize the hyperbolic distance with co-occurrence relations.•Embed networks into hyperbolic space with preserving communities.•Solve the embedding majorization by the sum of linear ratios programming.

论文关键词：Hyperbolic geometry,Network embedding,Community embedding

论文评审过程：Received 24 September 2021, Revised 26 March 2022, Accepted 27 March 2022, Available online 1 April 2022, Version of Record 23 April 2022.

论文官网地址：https://doi.org/10.1016/j.knosys.2022.108699