coauth-cs-multiplex
Description
The MAG-10 multiplex hypergraph is a subset of the Microsoft Academic Graph where nodes are authors and hyperedges represent publications by those authors. The hypergraph is organized into layers, each corresponding to one of 10 computer science conferences (e.g., “WWW”, “KDD”, “ICML”). Within each layer, hyperedges capture publications at that specific venue. If the same set of authors published together at multiple conferences, we assigned the hyperedge to the layer of their most frequent venue, discarding cases where there was a tie. Papers with more than 25 authors were also omitted.
Basic statistics
- Nodes: 80198
- Hyperedges: 51888
- Unique hyperedges: 51888
- Max size hyperedge: 25
Hypergraph metadata
| Property | Description |
|---|---|
| name | (STRING) Dataset name (e.g., coauth-cs-multiplex). |
| type | (STRING) Hypergraph type (e.g., MultiplexHypergraph). |
| version | (STRING) Dataset version (e.g., 1.0.0). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Hyperedge metadata
| Property | Description |
|---|---|
| layer | (INT) Multiplex layer identifier corresponding to the publication venue (e.g., 4). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (1.8 MB) JSON (864.8 KB)
Provenance
Source: https://www.cs.cornell.edu/~arb/data/cat-edge-MAG-10/
License: Not specified. Please refer to the original source for licensing terms.
Reproducibility: Instructions and scripts
Citation
When this data is used in published research or for visualization purposes, please cite the following:
Copied!
@inproceedings{amburg2020clustering,
title = {Clustering in graphs and hypergraphs with categorical edge labels},
author = {Amburg, Ilya and Veldt, Nate and Benson, Austin R.},
booktitle = {Proceedings of the Web Conference},
year = {2020}
}
@inproceedings{sinha2015mag,
doi = {10.1145/2740908.2742839},
url = {https://doi.org/10.1145/2740908.2742839},
year = {2015},
publisher = {{ACM} Press},
author = {Arnab Sinha and Zhihong Shen and Yang Song and Hao Ma and Darrin Eide and Bo-June (Paul) Hsu and Kuansan Wang},
title = {An Overview of Microsoft Academic Service ({MAS}) and Applications},
booktitle = {Proceedings of the 24th International Conference on World Wide Web}
}