coauth-mag-geology

Overview

This is a temporal higher-order network dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. In this dataset, nodes are authors, and a hyperedge is a publication marked with the "Geology" tag in the Microsoft Academic Graph. Timestamps are the year of publication. The dataset is restricted to hyperedges that contain at most 25 nodes.

Statistics

Some basic statistics of this dataset are:

• Number of nodes: 1,256,385
• Number of timestamped hyperedges: 1,590,335
• Number of unique hyperedges: 1,207,390

Changelog

• v0.3: Converted dataset to HIF

Source of original data

Source: coauth-MAG-Geology dataset

References

If you use this data, please cite the following papers:

• Simplicial closure and higher-order link prediction. Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg. Proceedings of the National Academy of Sciences (PNAS), 2018.
• An overview of Microsoft Academic Service (MAS) and applications. Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June Hsu, and Kuansan Wang. Proceedings of WWW, 2015.