Feature-enriched author ranking in incomplete networks

Applied Network Science

Table 5 Set of networks used for experimental evaluation

Network	Conferences	# AA	Nodes		Edges
			\({\|\mathcal {I}\|}\)	\(\|\mathcal {O}\|\)	\(\|\mathcal {E}_{\mathcal {I}}\|\)	\(\|\mathcal {E}_{\mathcal {O}}\|\)
CM	AAAI, IJCAI, ICML, ACL, ICCV, CVPR	380	35.6k	224.9k	4.6M	4.9M
TC	FOCS, SODA, STOC	440	5.0k	82.4k	0.5M	0.8M
NET	INFOCOM, NSDI, SIGCOMM, MOBICOM, SIGMETRICS	95	15.2k	138.8k	2.1M	3.7M
IS	KDD, CIKM, PODS, SIGMOD, VLDB, WWW, SIGIR	752	282.7k	190.9k	4.0M	5.1M
SE	PLDI, FSE, ICSE, OSDI, SOSP	349	10.8k	99.9k	1.0M	2.1M

Data was taken from (Tang et al. 2017; 2008). The full DBLP dataset contains over 3M publications from 1936 to 2018. Each network contains publications from only a set of conferences, e.g., networks TC contains publications from FOCS, SODA and STOC. For each network we show the number of: awarded authors (AA), insider and outsider nodes (\(|\mathcal {I}|\) and \(|\mathcal {O}|\) respectively), and insider and outsider edges (\(|\mathcal {E}_{\mathcal {I}}|\) and \(|\mathcal {E}_{\mathcal {O}}|\) respectively)