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تحليل الشبكات الاجتماعية
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تحليل الشبكات الاجتماعية

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

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

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  • 1. !"#$%&(‫210"/ ا.-,+$ت ا‬ Social Network Analysis 34‫وا7/ ا.605ا‬ RiyadhGeeks 8-7-2012Tuesday, 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#$ت ا‬ZO ‫ـ‬Tuesday, July 10, 12
  • 3. ]2$;",^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 NetworksTuesday, 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 =.$n m‫#,=ا‬ l4‫أ‬ =%b‫أ‬Tuesday, July 10, 12
  • 5. ‫5ر‬a6.‫ ا‬A,# 9>o6,? !`HF`.‫ ا‬AWp2 !H‫$ل٢: درا‬YOTuesday, July 10, 12
  • 6. ‫ة ا.;=م‬Ae ‫ق‬AB :٣ ‫$ل‬YOTuesday, July 10, 12
  • 7. !"?$M‫$ ا(ر‬JFs.‫! ا‬H‫$ل ٤: درا‬YOTuesday, 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 =.$n m‫#,=ا‬ l4‫أ‬ =%b‫أ‬Tuesday, July 10, 12
  • 9. vaNO ‫&1=اث‬H‫ا‬ ”9.$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 =%b‫أ‬Tuesday, July 10, 12
  • 10. Tuesday, July 10, 12
  • 11. Informal NetworkTuesday, 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"62Tuesday, July 10, 12
  • 13. A&J52 3B !"#$%&‫210"/ ا.-,+$ت ا‬Tuesday, 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#$ت ا‬ZO D? /_‫0;! و‬b‫ و‬Ag !;Y.‫,+! ا‬GTuesday, July 10, 12
  • 17. /"01&.‫ ا‬l"J$;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.‫,+! ا‬GTuesday, July 10, 12
  • 18. !O=s&gR‫ا.,"$4$ت ا‬ #Damascus ٢٠١٢ 5J$O ١٠ ‫-: ـ ـ‬O‫3 د‬B A"Z`&.‫ ا‬V# ‫=ات‬JA}2 Search API and Streaming API ‫=ة‬JA}2 10,507 ‫د‬A}O 2,285Tuesday, July 10, 12
  • 19. 2,285 3,999,657 11,071,555Tuesday, July 10, 12
  • 20. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬Tuesday, July 10, 12
  • 21. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬ !JA",62 ‫_5رة‬Tuesday, July 10, 12
  • 22. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬ 28 33,433 52,497Tuesday, July 10, 12
  • 23. Degree Centrality ‫$ء‬E=_C‫ + ا‬D6?$&R‫#=د ا‬Tuesday, July 10, 12
  • 24. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2 9MA"• VO ‫ا‬A"Wp2 AYeC‫$ص ا‬sGC‫9 ا‬M VO ‫+&,5ن‬J VJL.‫ ا‬VJ‫د‬A}R‫&%| ا‬ZO /n‫دا‬ ‫$؟‬J‫5ر‬H‫-: و‬O‫ د‬V#Tuesday, July 10, 12
  • 25. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2Tuesday, July 10, 12
  • 26. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2Tuesday, July 10, 12
  • 27. Closeness Centrality ]6%&ZO /n‫د دا‬A}R‫ ا‬A"Wp2 ‫ي‬L.‫&%| ا‬ZR‫ ا‬V%ƒ ‫=م‬s&gR‫%"! ا‬M‫أ‬ „.‫3 ذ‬B VJ‫د‬A}R‫ ا‬VO ]?AE“ ]".‫&%3 ا‬NJ .”|%&ZR‫ا‬ 3B ‫,$ر‬n‫"`"! ا4&-$ر ا‬e !H‫$ درا‬NN+%J ‫ء‬XM †0# ‡"eA&.‫ ا‬A,# ‫=ي‬JA}2 |%&ZO .‫$ص‬sGC‫ا‬Tuesday, July 10, 12
  • 28. Betweenness Centrality /_5.‫0;$ت ا‬b‫5ر و‬gZ.‫ا‬Tuesday, July 10, 12
  • 29. Betweenness Centrality /_5.‫0;$ت ا‬b‫5ر و‬gZ.‫ا‬Tuesday, July 10, 12
  • 30. Network of Trust !;Y.‫,+! ا‬GTuesday, July 10, 12
  • 31. vYe V# $>&H‫%6$ت .=را‬Z2‫#"! و‬AB A_$N# †.‫‡7! ا.-,+! ا‬Z2Tuesday, July 10, 12
  • 32. !O=s&gR‫"$ت ا‬N;&.‫"! وا‬ZOA,.‫+&,$ت ا‬R‫ا‬ Twitter Collectors (Streaming/Search API) MongoDB - NoSQL, MapReduce, Scalable Networkx MatplotLib BigData ConsiderationTuesday, July 10, 12
  • 33. .9+. ‫ا‬A+G ‫سوج‬Tuesday, July 10, 12
  • 34. ‫ض‬A6.‫3 ا‬B !O=s&gR‫$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.comTuesday, July 10, 12

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