cat-edge-MAG-10
Description
The MAG-10 network is a subset of the Microsoft Academic Graph where nodes are authors, hyperedges correspond to a publication from those authors, and the hyperedges are categorized by one of 10 computer science confereneces (e.g., 'WWW', 'KDD', 'ICML'). If the same set of authors published at more than one conference, we used the most common venue as the category and any cases where there is a tie were discarded. Papers with more than 25 authors were also omitted.
Basic statistics
- Nodes: 80198
- Hyperedges: 51889
- Unique hyperedges: 51889
- Max size hyperedge: 25
Hypergraph metadata
| Property | Description |
|---|---|
| name | (STRING) Dataset name (e.g., cat-edge-MAG-10). |
| type | (STRING) Hypergraph type (e.g., Hypergraph). |
| version | (STRING) Dataset version (e.g., 1.0.0). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Hyperedge metadata
| Property | Description |
|---|---|
| label | (STRING) Computer science conference or venue category assigned to the publication hyperedge (e.g., NeurIPS). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (1.8 MB) JSON (856.1 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:
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@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}
}