شرائح العرائض لمحاضرة تحليل الشبكات الاجتماعية التي قدمها وائل العلواني في لقاء رياض قيكس لشهر يوليو ٢٠١٢

1. !"#$%&'(‫210"/ ا.-,+$ت ا‬
Social Network Analysis
34‫وا7/ ا.605ا‬
RiyadhGeeks
8-7-2012
Tuesday, July 10, 12

2. !"#$%&'(‫#09 210"/ ا.-,+$ت ا‬
:";12 ‫اد ?>=ف‬ABC‫ ا‬D? ‫$ت‬EF6.‫,+! ا‬G !H‫>&9 ?=را‬J ‫ي‬L.‫5 ا.609 ا‬M
$>NO ‫=اف‬M‫#=ة أ‬
Information Dissemination‫$ت‬O506R‫! آ."! ا4&;$ل ا‬H‫درا‬ ‫ـ‬
VJAWXR‫اد ا‬ABC‫= ا‬J=12 ‫ـ‬
‫اد‬ABC‫ ا‬D? !;Y.‫,+$ت ا‬G ‫ـ‬
Communities ‫&%6$ت‬ZR‫&%$م وا‬M‫%5#$ت ا‬ZO ‫ـ‬
Tuesday, July 10, 12

3. ]2$;",^2‫$2] و‬ZO
A_$N6.‫ ا‬D? ‫$ت‬EF6.‫= ا‬J=12‫"] و‬B !0#$`.‫ ا‬A_$N6.‫ ا‬Aab V+%J ‫$ل‬ZO ‫أي‬
!EF6.‫ا‬
٢ AaN# ١AaN#
Multimodal Networks Single Mode Networks
Tuesday, July 10, 12

4. ‫$ت‬eA-.‫%$ت وا‬fNR‫"+/ ا‬M AJ5^2 :١ ‫$ل‬YO
”9.$H“ AJ5^&.‫9 ا‬gE AJ=O
AJ5^&.‫9 ا‬gE AJ=O
”/7‫ “وا‬k.$Y.‫وع ا‬A-R‫ ا‬AJ=O ”‫$زن‬O“ 34$Y.‫وع ا‬A-R‫ ا‬AJ=O ”30#“ ‫ول‬C‫وع ا‬A-R‫ ا‬AJ=O
!O$H‫أ‬ V%J‫أ‬ =.$n m‫#,=ا‬ l4‫أ‬ =%b‫أ‬
Tuesday, July 10, 12

5. ‫5ر‬a6.‫ ا‬A,# 9>o6,? !`HF`.‫ ا‬AWp2 !H‫$ل٢: درا‬YO
Tuesday, July 10, 12

6. ‫ة ا.;=م‬Ae ‫ق‬AB :٣ ‫$ل‬YO
Tuesday, July 10, 12

7. !"?$M‫$ ا(ر‬JFs.‫! ا‬H‫$ل ٤: درا‬YO
Tuesday, July 10, 12

8. ‫! س‬eA-. 3.$1.‫ا.>"+/ ا‬
”9.$H“ AJ5^&.‫9 ا‬gE AJ=O
AJ5^&.‫9 ا‬gE AJ=O
”/7‫ “وا‬k.$Y.‫وع ا‬A-R‫ ا‬AJ=O ”‫$زن‬O“ 34$Y.‫وع ا‬A-R‫ ا‬AJ=O ”30#“ ‫ول‬C‫وع ا‬A-R‫ ا‬AJ=O
!O$H‫أ‬ V%J‫أ‬ =.$n m‫#,=ا‬ l4‫أ‬ =%b‫أ‬
Tuesday, July 10, 12

9. vaNO ‫&1=اث‬H‫ا‬
”9.$H“ AJ5^&.‫9 ا‬gE AJ=O
”‫9 “؟‬g;.‫&-$ر ا‬gO
”/7‫ “وا‬k.$Y.‫وع ا‬A-R‫ ا‬AJ=O ”‫$زن‬O“ 34$Y.‫وع ا‬A-R‫ ا‬AJ=O ”30#“ ‫ول‬C‫وع ا‬A-R‫ ا‬AJ=O
!O$H‫أ‬ V%J‫أ‬ =.$n m‫#,=ا‬ l4‫أ‬ =%b‫أ‬
Tuesday, July 10, 12

10. Tuesday, July 10, 12

11. Informal
Network
Tuesday, July 10, 12

12. ”9.$H“ AJ5^&.‫9 ا‬gE AJ=O
l4‫أ‬
”V%J‫ “أ‬k.$Y.‫وع ا‬A-R‫ ا‬AJ=O ”‫$زن‬O“ 34$Y.‫وع ا‬A-R‫ ا‬AJ=O ”30#“ ‫ول‬C‫وع ا‬A-R‫ ا‬AJ=O
!O$H‫أ‬ /7‫وا‬ =.$n m‫#,=ا‬ -- =%b‫أ‬
=J=' yz5O D"62
Tuesday, July 10, 12

13. A&J52 3B !"#$%&'‫210"/ ا.-,+$ت ا‬
Tuesday, July 10, 12

14. Tuesday, July 10, 12

15. ‫ا*)(# '&%$#ا ؟‬
Tuesday, July 10, 12

16. ‫ا*)(# '&%$#ا ؟‬
D6?$&R‫#=د ا‬
..،!0o`O ،‫$ت‬G$;4 ،‫&$ت‬J5&J‫=م ـ ـ ر‬s&gR‫| ا‬O /#$`&.‫%"! ا‬e
VJ‫د‬A}R‫,+! ا‬G 3B ‫=م ودوره‬s&gR‫25ا'= ا‬
‫&%$م‬M‫%5#$ت ا‬ZO D? /_‫0;! و‬b‫ و‬Ag'
!;Y.‫,+! ا‬G
Tuesday, July 10, 12

17. /"01&.‫ ا‬l"J$;O
Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬
Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2
Betweenness Centrality /_5.‫0;$ت ا‬b‫5ر و‬gZ.‫ا‬
Network of Trust !;Y.‫,+! ا‬G
Tuesday, July 10, 12

18. !O=s&gR‫ا.,"$4$ت ا‬
#Damascus ٢٠١٢ 5J$O ١٠ ‫-: ـ ـ‬O‫3 د‬B A"Z`&.‫ ا‬V# ‫=ات‬JA}2
Search API and Streaming API
‫=ة‬JA}2 10,507
‫د‬A}O 2,285
Tuesday, July 10, 12

19. 2,285
3,999,657
11,071,555
Tuesday, July 10, 12

20. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬
Tuesday, July 10, 12

21. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬
!JA",62 ‫_5رة‬
Tuesday, July 10, 12

22. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬
28
33,433
52,497
Tuesday, July 10, 12

23. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬
Tuesday, July 10, 12

24. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2
9MA"• VO ‫ا‬A"Wp2 AYeC‫$ص ا‬sGC‫9 ا‬M VO
‫+&,5ن‬J VJL.‫ ا‬VJ‫د‬A}R‫&%| ا‬ZO /n‫دا‬
‫$؟‬J‫5ر‬H‫-: و‬O‫ د‬V#
Tuesday, July 10, 12

25. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2
Tuesday, July 10, 12

26. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2
Tuesday, July 10, 12

27. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2
‫ي‬L.‫&%| ا‬ZR‫ ا‬V%ƒ ‫=م‬s&gR‫%"! ا‬M‫أ‬
„.‫3 ذ‬B VJ‫د‬A}R‫ ا‬VO ]?AE“ ]".‫&%3 ا‬NJ
.”|%&ZR‫ا‬
3B ‫,$ر‬n‫"`"! ا4&-$ر ا‬e !H‫$ درا‬NN+%J
‫ء‬XM †0# ‡"eA&.‫ ا‬A,# ‫=ي‬JA}2 |%&ZO
.‫$ص‬sGC‫ا‬
Tuesday, July 10, 12

28. Betweenness Centrality /_5.‫0;$ت ا‬b‫5ر و‬gZ.‫ا‬
Tuesday, July 10, 12

29. Betweenness Centrality /_5.‫0;$ت ا‬b‫5ر و‬gZ.‫ا‬
Tuesday, July 10, 12

30. Network of Trust !;Y.‫,+! ا‬G
Tuesday, July 10, 12

31. vYe V# $>&H‫%6$ت .=را‬Z2‫#"! و‬AB A_$N# †.‫‡7! ا.-,+! ا‬Z2
Tuesday, July 10, 12

32. !O=s&gR‫"$ت ا‬N;&.‫"! وا‬ZOA,.‫+&,$ت ا‬R‫ا‬
Twitter Collectors (Streaming/Search API)
MongoDB - NoSQL, MapReduce, Scalable
Networkx
MatplotLib
BigData Consideration
Tuesday, July 10, 12

33. .9+. ‫ا‬A+G
‫سوج‬
Tuesday, July 10, 12

34. ‫ض‬A6.‫3 ا‬B !O=s&gR‫$در ا‬aR‫ا‬
http://drunks-and-lampposts.com/2012/06/13/graphing-the-history-of-philosophy/
http://www.technologyreview.com/view/428399/pagerank-algorithm-reveals-soccer-teams/
http://www.orgnet.com/prevent.html
http://www.robcross.org/network_ona.htm
klout.com
Tuesday, July 10, 12