Graph-based exploration and clustering analysis of semantic spaces

Applied Network Science

Table 4 The most central nodes (words) in the Moby Thesaurus network according to four classic centrality measures: degree, closeness, betweenness, and PageRank

	Degree		Closeness		Betweenness		PageRank
Rank	Word	Score	Word	Score	Word	Score	Word	Score
1	cut	1486	set	0.38	cut	0.009	language	0.00084
2	set	1250	cut	0.38	set	0.009	cheese	0.00065
3	turn	1180	turn	0.37	light	0.008	english	0.00057
4	run	1093	run	0.37	color	0.008	magpie	0.00045
5	line	1042	line	0.37	language	0.007	color	0.00041
6	check	1037	point	0.37	turn	0.006	wine	0.00034
7	break	1035	cast	0.37	right	0.006	pigment	0.00031
8	color	1032	light	0.37	head	0.006	fish	0.00030
9	pass	1004	head	0.37	close	0.006	cut	0.00030
10	light	990	measure	0.37	run	0.005	philosopher	0.00030
11	point	981	mark	0.37	line	0.005	parts	0.00027
12	close	980	pass	0.37	flat	0.005	silver	0.00027
13	flat	928	check	0.37	cross	0.005	set	0.00026
14	charge	920	break	0.37	mean	0.005	device	0.00026
15	cast	918	round	0.36	point	0.005	turn	0.00025