aminer_citation — AMiner citation networks (2010-2016)

Description

Citation networks of scientific publications, mostly in computer science, extracted from DBLP, ACM and other sources by the AMiner (formerly ArnetMiner) academic search system of Tsinghua University, and released in several versions between 2010 and 2016 as the "AMiner Citation Network Dataset". Nodes are papers, and a directed edge $i \to j$ indicates that paper $i$ cites paper $j$ (i.e. $j$ is in the reference list of $i$).

| Network | Release | Source | |---|---|---| | v1 | Citation-network V1, 2010-05-15 | DBLP, ACM and others | | v2 | Citation-network V2, 2010-09-13 | DBLP, ACM and others | | v3 | DBLP-Citation-network V3, 2010-10-22 | DBLP | | v4 | DBLP-Citation-network V4, 2011-01-08 | DBLP (with ACM citations) | | v5 | DBLP-Citation-network V5, 2011-02-21 | DBLP | | v6 | DBLP-Citation-network V6, 2013-09-29 | DBLP | | v7 | DBLP-Citation-network V7, 2014-05-25 | DBLP | | v8 | DBLP-Citation-network V8, 2016 | DBLP | | acm_v8 | ACM-Citation-network V8, 2016 | ACM |

Only references to papers contained in the same data set are included as edges, and the numbers of papers and citations can differ from those stated by AMiner (e.g. the v7 file contains 2,146,341 papers instead of the stated 2,244,021; many papers have no citations within the data set). Papers with identical identifiers in different versions are not necessarily the same paper.

The networks have the following properties:

index: the identifier of the paper in the data set (a number, or a 24-digit hexadecimal string in v8 and acm_v8).
title: the title of the paper.
authors: the list of authors.
year: the year of publication (-1 if missing).
venue: the publication venue (conference or journal).
citations (v5, v6 only): the number of citations of the paper, according to AMiner (-1 or 0 if none).
arnetid (v5, v6 only): the identifier of the paper in the AMiner database.

The abstracts included in some versions are not stored. According to the source, the data are designed for research purposes only.

Tags

Informational Citation Unweighted Metadata

Citation

J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, Z. Su, "ArnetMiner: extraction and mining of academic social networks." Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 990-998 (2008) 10.1145/1401890.1402008 Sci-Hub

Upstream URL OK

https://www.aminer.cn/citation
https://web.archive.org/web/20150109175754/http://arnetminer.org/citation

Networks

Tip: click on a column header to sort the list, or hover over it for a description.

Column legend

$\left<k\right>$: Mean degree
$\sigma_k$: Standard deviation of the degrees
$\lambda_h$: Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$: Random walk mixing time
$r$: Degree assortativity
$c$: Global clustering coefficient
$\oslash$: (Pseudo-) diameter
$S$: Relative size of the largest component
NPs: Node properties
EPs: Edge properties

Name	Nodes	Edges	$\left<k\right>$	$\sigma_k$	$\lambda_h$	$\tau$	$r$	$c$	$\oslash$	$S$	Kind	Mode	NPs	gt	GraphML	GML	csv
v1	629,814	632,751	1.00	7.19	31.47	217.29	-0.04	0.04	25	0.33	Directed	Unipartite	index title authors year venue	20.9 MiB	27.4 MiB	26.5 MiB	38.5 MiB
v2	1,397,240	3,021,489	2.16	15.18	53.84	1087.70	-0.04	0.03	37	0.46	Directed	Unipartite	index title authors year venue	51.9 MiB	69.9 MiB	67.8 MiB	97.6 MiB
v3	1,632,442	2,327,450	1.43	12.20	58.78	353.62	-0.02	0.05	31	0.28	Directed	Unipartite	index title authors year venue	54.2 MiB	73.8 MiB	71.2 MiB	89.6 MiB
v4	1,511,035	2,080,260	1.38	10.75	52.03	356.69	-0.03	0.05	33	0.30	Directed	Unipartite	index title authors year venue	49.8 MiB	68.4 MiB	65.9 MiB	83.0 MiB
v5	1,572,278	2,083,947	1.33	10.56	52.03	356.69	-0.03	0.05	33	0.29	Directed	Unipartite	index title authors year venue citations arnetid	53.7 MiB	77.9 MiB	74.7 MiB	93.8 MiB
v6	2,244,018	2,083,983	0.93	8.92	52.03	356.69	-0.03	0.05	33	0.20	Directed	Unipartite	index title authors year venue citations arnetid	78.2 MiB	111.2 MiB	106.3 MiB	135.2 MiB
v7	2,146,341	4,088,053	1.90	14.47	61.68	785.31	-0.05	0.04	32	0.35	Directed	Unipartite	index title authors year venue	78.5 MiB	106.6 MiB	102.9 MiB	133.2 MiB
v8	3,177,888	8,466,859	2.66	657.94	68.26	22412.81	-0.07	0.00	25	0.51	Directed	Unipartite	index title authors year venue	143.9 MiB	196.1 MiB	188.9 MiB	244.4 MiB
acm_v8	2,381,675	8,650,053	3.63	25.31	76.60	821.26	-0.03	0.03	29	0.57	Directed	Unipartite	index title authors year venue	102.7 MiB	137.4 MiB	134.0 MiB	170.5 MiB