Large-scale heterogeneous academic network from AMiner computer science corpus. Contains 3 node types (authors, papers, venues) with undirected co-authorship, authorship, and publication relationships. Used for node classification, clustering, and representation learning. Ground truth labels from Google Scholar Metrics.
npx keepset fetch aminer-cs
Nodes
4,891,819
Edges
50,000,000
Size
2.5 GiB
This entry has no fetchable recipe yet: no download is in a form keepset reads yet (aminer-7z: the archive is a 7z (LZMA2) file holding one JSON array of paper records (dblp.v12.json) that unpacks to over twelve gigabytes, more than a fetch can hold in memory, so no 7z reader is added for it)
Jie Tang, Jing Zhang, Limin Yao, Juanzi Li, Li Zhang, Zhong Su (2008). ArnetMiner: Extraction and Mining of Academic Social Networks. Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
Recipe
Status
not fetchable: no download is in a form keepset reads yet (aminer-7z: the archive is a 7z (LZMA2) file holding one JSON array of paper records (dblp.v12.json) that unpacks to over twelve gigabytes, more than a fetch can hold in memory, so no 7z reader is added for it)
Crosswalk
keepset/topology to graph/v1, as a crossmap crosswalk.