Citation and bibliographic coupling between authors in the field of social network analysis

Maltseva, Daria; Batagelj, Vladimir

doi:10.2478/jdis-2024-0028

Figures & Tables

CiA: Indegree (number of citing works) distribution in double-logarithmic scale-frequency (left), and complementary cumulative (right).

Weighted indegree frequency distribution: CiA/total number of citations (left) and CiA″/fractional contribution of citations (right).

Authors’ average self-citation from ACiA″: density distribution.

TCiA: Temporal indegree (purple/dark: number of citing works) and weighted indegree (red/light: number of references).

TCiA″: Works citing authors: temporal weighted fractional indegree.

TACiA: Authors referencing authors: temporal indegree (blue/dark) and weighted indegree (red/light), TACiA″: weighted indegree (purple/black). Note different y-scales.

Self-citations in TACiA (blue/grey) and TACiA″ (purple/black). Note different y-scales.

ACiA: Citations between authors. Link cut at level 50. Subnetworks with largest arc weights.

TACiA: Temporal distribution of citations for selected pairs of authors (First cites Second).

ACiA″: Fractional citation between authors. Main island.

ACiA″: Fractional citation between authors. Selected islands.

CiA and CiA″: The most cited authors_

#	CiA / CiA″ indegree		CiA weighted indegree		CiA″ weighted indegree
#	Value	Author	Value	Author	Value	Author
1	7,166	NEWMAN_M	13,996	NEWMAN_M	1,143.9	NEWMAN_M
2	6,257	GRANOVET_M	9,131	BARABÁSI_A	996.3	GRANOVET_M
3	5,873	WASSERMA_S	7,762	GRANOVET_M	596.7	BURT_R
4	5,653	FAUST_K	7,371	BURT_R	497.7	FREEMAN_L
5	5,572	BARABÁSI_A	6,819	WATTS_D	490.9	BARABÁSI_A
6	4,966	WATTS_D	6,656	WASSERMA_S	456.3	WASSERMA_S
7	4,560	BURT_R	5,982	FAUST_K	452.2	WATTS_D
8	4,131	FREEMAN_L	5,791	BORGATTI_S	435.7	FAUST_K
9	4,047	ALBERT_R	5,649	ALBERT_R	309.4	ALBERT_R
10	4,028	BORGATTI_S	5,077	FREEMAN_L	308.6	BOYD_D
11	3,322	STROGATZ_S	4,562	CHRISTAK_N	299.9	ELLISON_N
12	2,984	ELLISON_N	3,802	FOWLER_J	295.6	KLEINBER_J
13	2,836	KLEINBER_J	3,747	STROGATZ_S	260.6	BORGATTI_S
14	2,743	BOYD_D	3,581	ELLISON_N	252.1	ROGERS_E
15	2,737	CHRISTAK_N	3,513	SNIJDERS_T	247.6	CHRISTAK_N
16	2,615	SMITH-LO_L	3,431	KLEINBER_J	241.5	STROGATZ_S
17	2,593	MCPHERSO_M	2,950	BOYD_D	232.2	SCOTT_J
18	2,454	COOK_J	2,887	BRASS_D	210.7	FOWLER_J
19	2,306	FOWLER_J	2,840	GIRVAN_M	174.4	WELLMAN_B
20	2,297	GIRVAN_M	2,778	PATTISON_P	167.2	STRAUSS_A
21	1,927	SNIJDERS_T	2,745	SMITH-LO_L	165.7	FORTUNAT_S
22	1,922	EVERETT_M	2,713	MCPHERSO_M	162.6	GOFFMAN_E
23	1,874	JEONG_H	2,534	KRACKHAR_D	161.1	BOURDIEU_P
24	1,836	BRASS_D	2,490	FORTUNAT_S	151.3	GIRVAN_M
25	1,815	MARSDEN_P	2,458	COOK_J	150.2	PORTES_A
26	1,748	KRACKHAR_D	2,425	JEONG_H	149.5	MARSDEN_P
27	1,734	WELLMAN_B	2,425	WELLMAN_B	140.3	BANDURA_A
28	1,725	LESKOVEC_J	2,364	EVERETT_M	137.7	GIDDENS_A
29	1,702	FORTUNAT_S	2,262	MARSDEN_P	137.2	BERKMAN_L
30	1,512	SCOTT_J	2,124	ROBINS_G	130.6	WENGER_E
31	1,480	ROGERS_E	2,114	VALENTE_T	124.4	BONACICH_P
32	1,465	VALENTE_T	2,078	LESKOVEC_J	123.1	DAVIS_F
33	1,371	CROSS_R	2,004	CROSS_R	122.8	RADLOFF_L
34	1,340	UZZI_B	1,803	BERKMAN_L	119.0	KRACKHAR_D
35	1,323	VICSEK_T	1,708	UZZI_B	118.5	UZZI_B
36	1,314	BERKMAN_L	1,636	HANDCOCK_M	117.9	SNIJDERS_T
37	1,305	PATTISON_P	1,629	DUNBAR_R	114.8	ADOMAVIC_G
38	1,232	CLAUSET_A	1,592	ROGERS_E	114.3	EVERETT_M
39	1,195	BONACICH_P	1,582	KILDUFF_M	112.3	VALENTE_T
40	1,189	TSAI_W	1,565	TSAI_W	103.4	SMITH-LO_L
41	1,183	FALOUTSO_C	1,540	SCOTT_J	101.4	MCPHERSO_M
42	1,141	ADAMIC_L	1,529	BONACICH_P	100.0	LESKOVEC_J
43	1,124	ROBINS_G	1,513	JAMES_R	99.7	JENKINS_H
44	1,105	LAMBIOTT_R	1,502	STEGLICH_C	98.4	LIN_N
45	1,081	WANG_Y	1,471	VICSEK_T	96.8	KAPLAN_A
46	1,068	MEHRA_A	1,395	LIN_N	96.2	HAENLEIN_M
47	1,060	BARTHELE_M	1,376	CROFT_D	95.5	COOK_J
48	1,046	LIN_N	1,375	FALOUTSO_C	91.0	CORBIN_J
49	1,039	KILDUFF_M	1,370	WANG_Y	90.0	COHEN_S
50	1,035	LAZER_D	1,289	DAVIS_F	86.9	FISCHER_C

Authors’ self-citation (ranked by average self-citation)_ Columns: # of works; average self-citation; # of all citations; # of self-citations; proportion (%) of self to all citations; fractional all citations; fractional self-citations; proportion (%) of fractional self to all citations_

N	Author	Citation values, ACiA					Citation fractional values, AciA″
N	Author	# Works	Av. self-cite	All	Self	Self / all, %	All	Self	Self / all, %
1	DUNBAR_R	91	6.47	3,602	589	16.4	39	9.8	25.2
2	FARINE_D	34	5.62	2,447	191	7.8	13.5	1.8	13.5
3	SHELDON_B	19	4.95	1,455	94	6.5	4.9	0.4	7.4
4	CROFT_D	46	4.43	3,367	204	6.1	10.1	0.7	7.3
5	ZENOU_Y	35	4.17	1,074	146	13.6	17	2.3	13.3
6	KRAUSE_J	34	4.15	1,950	141	7.2	6.5	0.4	6.8
7	KILDUFF_M	30	4.1	1,711	123	7.2	12	1	8.6
8	FARMER_T	29	3.97	870	115	13.2	7.1	0.9	12.5
9	CHRISTAK_N	74	3.95	2,851	292	10.2	20.9	3.4	16.1
10	BULL_C	17	3.94	1,057	67	6.3	4.8	0.5	9.4
11	HILARI_K	10	3.9	371	39	10.5	3.6	0.4	11.8
12	PATTISON_P	58	3.86	2,411	224	9.3	18.4	1.6	8.5
13	THURNER_S	15	3.8	857	57	6.7	5.6	0.6	10.1
14	BLUMSTEI_D	15	3.8	899	57	6.3	5.6	0.6	10.3
15	BURT_R	71	3.77	1,681	268	15.9	50.2	17.3	34.4
16	JAMES_R	38	3.74	1,877	142	7.6	8.9	0.8	8.8
17	STEGLICH_C	30	3.73	1,482	112	7.6	8.4	0.5	5.8
18	TUREL_O	18	3.72	417	67	16.1	9.5	2.2	23
19	FRANK_K	28	3.68	974	103	10.6	10	1.2	11.9
20	NORTHCOT_S	9	3.67	343	33	9.6	3.2	0.4	10.9
21	BRASS_D	27	3.63	1,314	98	7.5	11.2	0.9	8.3
22	ROBINS_G	64	3.63	3,291	232	7	19.1	1.2	6.2
23	CAIRNS_B	15	3.53	359	53	14.8	3.9	0.5	12
24	MEYBODI_M	28	3.43	1,229	96	7.8	12.1	1.4	11.3
25	FOWLER_J	65	3.4	2,435	221	9.1	17.4	1.9	10.8
26	SUEUR_C	38	3.39	2,238	129	5.8	8.7	0.6	6.6
27	DHIR_A	15	3.33	969	50	5.2	5.1	0.2	4
28	ROTHENBE_R	32	3.31	1,169	106	9.1	10.2	1	9.5
29	CHICLANA_F	14	3.21	276	45	16.3	4	0.6	13.9
30	NOWAK_M	26	3.08	785	80	10.2	8.1	1.1	14.1
31	NEWMAN_M	81	3.06	2,392	248	10.4	48.7	9.3	19
32	REZVANIA_A	17	3.06	781	52	6.7	6.7	0.5	7.7
33	POTTERAT_J	20	3.05	644	61	9.5	4.4	0.4	8.2
34	BARABÁSI_A	67	3	1,769	201	11.4	19.3	3.9	20.3
35	RICE_E	48	2.98	2,040	143	7	13.1	1.4	10.9
36	LATKIN_C	130	2.98	4,467	387	8.7	31.6	3	9.4

Citation and bibliographic coupling between authors in the field of social network analysis

Figures & Tables

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Figure 8.

Figure 9.

Figure 10.

Figure 11.

Figure 12.

CiA and CiA″: The most cited authors_

Authors’ self-citation (ranked by average self-citation)_ Columns: # of works; average self-citation; # of all citations; # of self-citations; proportion (%) of self to all citations; fractional all citations; fractional self-citations; proportion (%) of fractional self to all citations_

Paradigm

My account