[3N5-GS-11] AI and Society

[3N5-GS-11-02] Preliminary Analysis of Network Embeddings Using Twitter Tweets for arXiv Preprints

〇Hiroyuki Sano¹, Mitsuo Yoshida¹ (1. University of Tsukuba)

Keywords:Twitter, arXiv, metapath

This study proposes a method for acquiring distributed representations using metapath2vec, which utilizes a network linking social media users and mentions of academic papers. As a result, the acquired academic paper representations that reflect the preferences of social media users and it outperforms citation-based methods in similarity search and clustering, especially for less-cited papers like preprints.