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Dissemination of Awareness Evolution “What is really going on?” Pilkada 2015 on Twitter: The Early Study

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Dissemination of Awareness Evolution “What is really going on?” Pilkada 2015 on Twitter: The Early Study

  1. 1. Dissemination of Awareness Evolution “What is really going on?” Pilkada 2015 on Twitter: The Early Study Jaka Arya Pradana, M. Adib Imtiyazi, Andry Alamsyah, Anton Herutomo
  2. 2. Background • Mass Media vs Social Media • What generates a conversation? • How the issue disseminate? • How to measure the dissemination?
  3. 3. Why Twitter • Indonesia is one of the biggest community • Open • Exactly measurable • The relation is shown (follow, reply, mention, RT)
  4. 4. Data In Brief • Keyword • Hourly • Daily (Day & Night)
  5. 5. Keyword
  6. 6. How to measure? • Connected Component • Community • Modularity • Network Diameter
  7. 7. Dissemination & Awareness • Before recess period • Middle of recess period • End of recess period • Election Day
  8. 8. Before Recess Period modularity 0,91 communities 889 density 0 network diameter: 15 radius: 0 connected component: 829 weakly connected component: 829 strong connected component: 8192 Rank Percentage Number 1 18,21 2 9,42 3 4,24 .. 3 2 .. 2 3 .. 1 9 .. 0 The rest
  9. 9. Before Recess Period – Community 1 the_geotimes alfanalfian CoraleeMatthews AnnelieseMedfo1 DungMillett modularity: 0,001 communities: 2 density: 0,001 network diameter: 1 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 1542
  10. 10. Before Recess Period – Community 2 modularity: 0,571 communities: 16 density: 0,003 network diameter: 12 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 760 AndiArief_AA mohmahfudmd ypaonganan Yusrilihza_Mhd davidridwanbetz
  11. 11. Middle of Recess Period modularity 0,893 communities 1528 density 0 network diameter: 20 radius: 0 connected component: 1442 weakly connected component: 1442 strong connected component: 14587 Rank Percentage Number 1 10,59 2 10,02 .. 4 2 .. 3 2 .. 2 3 .. 1 9 .. 0 The rest
  12. 12. Middle of Recess Period – Community 1 modularity: 0,552 communities: 25 density: 0,001 network diameter: 15 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 1499 mohmahfudmd AndiArief_AA ypaonganan Yusrilihza_Mhd davidridwanbetz
  13. 13. Middle of Recess Period – Community 2 the_geotimes Grasia_Lingga BanyuPaminggir CoraleeMatthews AnnelieseMedfo1 modularity: 0 communities: 1 density: 0,001 network diameter: 1 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 1541
  14. 14. End of Recess Period modularity 0,873 communities 2947 density 0 network diameter: 22 radius: 0 connected component: 2807 weakly connected component: 2807 strong connected component: 31021 Rank Percentage Number 1 7,32 2 6,64 3 4,71 .. 3 4 .. 2 3 .. 1 8 .. 0 The rest
  15. 15. End of Recess Period – Community 1 mohmahfudmd AndiArief_AA Yusrilihza_Mhd maspiyungan ypaonganan modularity: 0,564 communities: 25 density: 0,001 network diameter: 13 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 2126
  16. 16. End of Recess Period – Community 2 Detikcom kompascom liputan6dotcom VIVAcoid SCTV_ modularity: 0,729 communities: 30 density: 0,001 network diameter: 5 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 2164
  17. 17. End of Recess Period – Community 3 the_geotimes bangkapos FMBaJa rommyadams JustDeyz Radja_Nusantara modularity: 0,014 communities: 2 density: 0,001 network diameter: 2 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 1550
  18. 18. Election Day modularity 0,841 communities 3868 density 0 network diameter: 19 radius: 0 connected component: 3732 weakly connected component: 3732 strong connected component: 46590 Rank Percentage Number 1 7,63 2 6,38 3 6,26 4 4,05 .. 3 2 .. > 2 7 .. > 1 9 0 3846
  19. 19. Election Day – Community 1 detikcom kompascom liputan6dotcom SCTV_ republikaonline okezonenews modularity: 0,763 communities: 46 density: 0,001 network diameter: 14 radius: 7 weakly connected component: 1 strong connected component: 3773
  20. 20. Election Day – Community 2 mohmahfudmd AndiArief_AA Yusrilihza_Mhd maspiyungan ypaonganan modularity: 0,562 communities: 30 density: 0,001 network diameter: 12 radius: 6 connected component 1 weakly connected component: 1 strong connected component: 2758
  21. 21. Election Day – Community 3 DPR_RI ChangeOrg_ID kurawa dimsdalle DiskusiPositif modularity: 0,793 communities: 28 density: 0,001 network diameter: 15 radius: 0 connected component 1 weakly connected component: 1 strong connected component: 2895
  22. 22. Awareness Evolution 9 des jam 9 8 des jam 6 6 des jam 6 4 des jam 4 modularity 0,841 0,873 0,893 0,91 communities 3868 2947 1528 889 connected component: 3732 2807 1442 829 network diameter: 19 22 20 15
  23. 23. Community Evolution Modularity 4 6 8 9 Mahfud MD, et al 0,571 0,552 0,564 0,562 Media x x 0,729 0,763 the_geotimes 0,001 0 0,014X DPR x x x 0,793 Community 4 6 8 9 Mahfud MD 16 25 25 30 Media x x 30 46 the_geotimes 2 1 2x DPR x x x 15
  24. 24. Conclusion • Evolution on the way of communication is happen • Today we can measure the dissemination and awareness in the exact way • Dissemination and awareness of some issue is always changing

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