coauth-geology
Description
Nodes represent authors. Each hyperedge represents a publication and contains the set of co-authors of that publication. This is a temporal higher-order network dataset, where each hyperedge is a publication marked with the Geology tag in the Microsoft Academic Graph. Timestamps are the year of publication.
Basic statistics
- Nodes: 1261129
- Hyperedges: 1591166
- Unique hyperedges: 1204704
- Max size hyperedge: 284
Hypergraph metadata
| Property | Description |
|---|---|
| name | (STRING) Dataset name (e.g., coauth-geology). |
| type | (STRING) Hypergraph type (e.g., TemporalHypergraph). |
| version | (STRING) Dataset version (e.g., 1.0.0). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., true). |
Node metadata
| Property | Description |
|---|---|
| author | (STRING) Name of the Microsoft Academic Graph author represented by the node (e.g., B. Lesaffre). |
Hyperedge metadata
| Property | Description |
|---|---|
| original_timestamp | (INT) Original publication year (e.g., 1987). |
| paper_title | (LIST[STRING]) Publication title or titles represented by the hyperedge (e.g., [Analytical formulae for traverse drainage of sloping lands with constant rainfall]). |
| time | (INT) Normalized publication year used by the temporal hypergraph (e.g., 187). |
| weight | (INT) Number of publications collapsed into this author-set/year hyperedge (e.g., 1). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (133.7 MB) JSON (112.3 MB)
Provenance
Source: https://www.cs.cornell.edu/~arb/data/coauth-MAG-Geology/
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!
@article{benson2018simplicial,
author = {Benson, Austin R. and Abebe, Rediet and Schaub, Michael T. and Jadbabaie, Ali and Kleinberg, Jon},
title = {Simplicial closure and higher-order link prediction},
year = {2018},
doi = {10.1073/pnas.1800683115},
publisher = {National Academy of Sciences},
issn = {0027-8424},
journal = {Proceedings of the National Academy of Sciences}
}
@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}
}