This document summarizes a presentation given by Ismail Fahmi, PhD on Drone Emprit Academic. It discusses: 1) An overview of Drone Emprit Academic, a big data system developed by PT Media Kernels Indonesia to capture and analyze conversations on social media, especially Twitter. 2) How it can be used by academics, researchers, journalists and others to conduct analysis on various topics using limited Twitter data available through the system. 3) Examples of analyses conducted on popular issues in Indonesia like radicalism, economics, education and tourism using visualizations from the Drone Emprit Academic dashboard. 4) The benefits of using social media data for research but also some limitations of the

1. MENGAPA HIBAH
DRONE EMPRIT
ACADEMIC?
Ismail Fahmi, Ph.D.
Director PT. Media Kernels Indonesia
(a.k.a Drone Emprit)
Ismail.fahmi@gmail.com
SEMINAR & WORKSHOP DEA
UII YOGYAKARTA
19 November 2019
UNIVERSITAS ISLAM
INDONESIA
ACADEMIC

2. ACADEMIC
2
1992 – 1997 Undergraduate, Electrical Engineering, ITB, Indonesia
2003 – 2004 Master, Information Science, University of Groningen, NL
2004 – 2009 Doctor, Information Science, University of Groningen, NL
2009 – Now Engineer at Weborama (Paris/Amsterdam)
2014 – Now Founder PT. Media Kernels Indonesia, a Drone Emprit Company
2015 – Now Consultant at Perpustakaan Nasional, Inisiator Indonesia OneSearch
2017 – Now Lecturer at the IT Magister Program of the Universitas Islam Indonesia
Ismail Fahmi, Ph.D.
Ismail.fahmi@gmail.com

3. ACADEMIC
3

4. ACADEMIC
JOKOWI
DE
ME

5. ACADEMIC
TENTANG DRONE EMPRIT

6. ACADEMIC
6
S2-S3
2003 - 2009
UNIVERSITY OF GRONINGEN
NETHERLANDS

7. ACADEMIC
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Developer
2009 - 2014

8. ACADEMIC
8
Work Place
HOME
“Moonlighting”
2009 - 2014

9. ACADEMIC
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PHP Perl
Natural Language
ProcessingSOLR
Zend Framework
Machine Learning
“Moonlighting”
2009 - 2014

10. ACADEMIC
SEMANTIC NEWS PORTAL
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11. ACADEMIC
RELATION GRAPH
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12. ACADEMIC
SEMANTIC DASHBOARD
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13. ACADEMIC
PENCARIAN SEMANTIK
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14. ACADEMIC
MULAI 2011, LAYANAN SEMANTIC
NEWS PORTAL DISTOP, DIGANTI AWESOMETRICS
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15. ACADEMIC2014 MEDIA KERNELS
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News Crawler
Twitter Crawler
Twitter Streaming
FB Page Crawler
Data Pipeline
Data
SOLR Indexer 1 SOLR Indexer 2 SOLR Indexer 3 SOLR Indexer 4
Hadoop Framework
Physical Hardware
Insight
DataIngest
Management&Queue
RealtimeJob
Processing
Google Custom
Search
Database Framework
ScheduledJob
Processing
Map Reduce
Sentiment
Analysis
Other
Processings
Data&Workflow
Management
Access
Visualization
Other sources
Analytics UI

16. ACADEMIC
MEDIA KERNELS FEATURES
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Trends
DASHBOARD
Comparison
Topic Map
NEWS PORTAL
Latest News
Media
ANALYTICS
News Sites
Page Ranks
Sentiment Analysis
PF-Chart
Engagement
Exposure
Retweets
TOPICS
Replies
Most Shared URLs
Most Shared Videos
Topic Map
Word Cloud
Impact
INFLUENCERS
Engagement
Reach
Most Engaged
Followers
Influencer Network
SNA
Topic Network
PR-Values
Reach
Hashtags Posts
Bubble Map
Twitter User Map
DEMOGRAPHY
User Locations
Edit Sentiments
MENTIONS
Training & Learning
Backtracking
Compare SNA
COMPARE
Compare Projects
Popularity vs
Favorability
Background Jobs
Upload Report
REPORTING
Download Report
User Management
ADMIN
Project Management
Client Management
Source Management
Label and Training
OPINION ANALYSIS
Opinion Chart
Insight Explorer

17. ACADEMIC
JANUARI 2017, DRONE EMPRIT
PERTAMA KALI DI TEMPO
17
2-8 Januari 2017
TEMPO
Topik: Peternakan hoax di
media sosial
Media Kernels:
• Diberitakan dengan
name ‘Drone Emprit’.
• Menyajikan peta
Social Network
Analysis (SNA)
tentang bagaimana
sebuah hoax berasal,
menyebar, siapa
influencers utama,
dan siapa groupnya.
• Beberapa isu yang
dianalisis: 10 Juta
Tenaga Kerja China,
dan Aleppo (ISIS).

18. ACADEMIC
confidential
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12 Januari 2017
KANTOR STAF
PRESIDEN
Kasus: Isu hoax
menyerang pemerintah
tentang 10 Juta Tenaga
Kerja China Illegal.
Media Kernels:
• Menyajikan dua studi
kasus: 10 Juta tenaga
kerja china illegal,
dan sentimen negatif
terhadap gerakan anti
hoax.
• Menunjukkan timeline
resonansi isu, dan
peta percakapan
dengan fitur SNA.
• Menunjukkan kurang
efektifnya komunikasi
pemerintah, dan apa
yang bisa dilakukan
untuk perbaikan.
FGD KEHUMASAN SELURUH KEMENTERIAN DAN
LEMBAGA DI KANTOR STAF PRESIDEN (KSP)

19. ACADEMIC
confidential
19
22 Maret 2017
MATA NAJWA
Kasus: Virus Dusta (alias
Hoax)
Nara Sumber:
• Stanley (Dewan Pers)
• Johan Budi (Stafsus
Presiden)
• Boy Rafli (Humas Polri)
• Ismail Fahmi (MK)
• Septiaji & Khairul
Anshar (Masy. Anti
Hoax)
Media Kernels:
• Menyajikan analisis ttg
10 Juta Tenaga Kerja
China Illegal.
• Hoax Panglima TNI vs
PKI.
MATA NAJWA LIVE ‘VIRUS DUSTA’

20. ACADEMIC
DRONE EMPRIT
DAN POLITIK GAGASAN

21. ACADEMIC
SEMANGAT AWAL DEA
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22. ACADEMIC
Current Situation:
Vicious cycle of noises
22
Government
Noise
Public
Noise
Buzzers Buzzers

23. ACADEMIC
Proposed Solution:
Increasing S/N Ratio
23

24. ACADEMICSOCIAL MEDIA & BIG DATA
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Government
Big Data Analytics
Signal
Response,
engagement
Policy & PR

25. ACADEMICPOLITIK GAGASAN
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Government
& Public
Big Data Analytics
Gagasan
Academics

26. ACADEMIC
DRONE EMPRIT ACADEMIC
PELUNCURAN OLEH ”JOGJA MENDARAS DATA”
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14 OKTOBER 2018

27. ACADEMIC
TENTANG DRONE EMPRIT ACADEMIC
Drone Emprit Academic adalah sebuah sistem big data yang
menangkap dan menganalisis percakapan di media sosial
khususnya Twitter, yang dikembangkan oleh PT Media Kernels
Indonesia, dan dipasang di data center Badan Sistem Informasi
(BSI) Universitas Islam Indonesia. Drone Emprit menggunakan
layanan API (Applications Programming Interface) dari Twitter
untuk menangkap percakapan secara semi realtime melalui
metode streaming.
Ismail Fahmi, 2017. Drone Emprit: Konsep dan Teknologi, IT
Camp on Big data and Data Mining, Jakarta
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28. ACADEMIC
DISINFORMASI DAN LITERASI PUBLIK
BERBASIS DATA

29. ACADEMIC
POLITICAL EVENTS AND DISINFORMATION
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30. ACADEMIC
FAKE NEWS AND STATE CONTROL
KYOTO UNIV, JAPAN
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31. ACADEMIC
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32. ACADEMIC
UNDERSTANDING ONLINE FALSEHOOD & INFLUENCE OPS
RSIS NTU, SINGAPORE
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33. ACADEMIC
MIS-, DIS-, MAL-INFORMATION
THEIR DIFFERENCES
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34. ACADEMIC
DISINFORMATION AND MISINFORMATION
GLOBAL PHENOMENON
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35. ACADEMIC
WHY?
CONTINUED INFLUENCE EFFECT
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HOWEVER, A LARGER PROBLEM THAN FAKE NEWS
36
Bias, propaganda, and deliberately
misleading information are much
MORE PREVALENT than fake news.
Gilad Lotan
Head of Data Science @buzzfeed

37. ACADEMIC
PROPAGANDA: MUCH MORE PREVALENT
37

38. ACADEMIC
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39. ACADEMIC
39

40. ACADEMIC
MENGAPA TWITTER?

41. ACADEMIC
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42. ACADEMIC
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43. ACADEMIC
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44. ACADEMIC
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45. ACADEMIC
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MILLENIALSGEN Z

46. ACADEMIC
CROSS PLATFORM RESONANCE
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47. ACADEMIC
DRONE EMPRIT UNTUK
AKADEMIK

48. ACADEMIC
TWITTER SEBAGAI SUMBER DATA
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49. ACADEMIC
DATA IS EXPENSIVE
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History: 7 days
Start search
100% results

50. ACADEMIC
DIJATAH HANYA 400 KEYWORDS
PER SERVER
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TWITTER
Max 400
keywords
Server
IP Addr 1
Server
IP Addr 2
Server
IP Addr n
Max 400
keywords
Max 400
keywords
DRONE EMPRIT
ACADEMIC
DATA LAKE

51. ACADEMIC
SITUS DRONE EMPRIT ACADEMIC
https://dea.uii.ac.id
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52. ACADEMIC
DASHBOARD DRONE EMPRIT ACADEMIC
https://academic.droneemprit.id
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53. ACADEMIC
HOW IT WORKS
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STEPS:
• Registration
• Propose keywords
• Analysis and publication
Dashboard
Access
REQUIREMENTS:
• Publish their analysis for public
using any medium.
USERS
• Students
• Researchers
• Lecturers
• Journalists
• Blogger
• Hoax buster
Admin

54. ACADEMIC
TOPICS BASED ON SDGs
(Sustainable Development Goals)
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55. ACADEMIC
DRONE EMPRIT ACADEMIC DASHBOARD
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Saat ini ada
285 project

56. ACADEMIC
ANATOMI PROJECT
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Sensus, sp2020, ..
Sensus penduduk
Keyword à Twitter
Sumber daya yang sangat terbatas
Filter à Data Lake
Membatasi hasil pencarian

57. ACADEMIC
CONTOH TULISAN/PUBLIKASI
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58. ACADEMIC
CONTOH TULISAN DI KUMPARAN
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59. ACADEMIC
ANGGOTA DEA
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69 MEMBER
250 MEMBER
240 MEMBER
559 MEMBER

60. ACADEMIC
DRONE EMPRIT: REFERENSI DAN SUMBER DATA
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61. ACADEMIC
SYARAT MENJADI ANGGOTA
• Berlatar belakang: mahasiswa, peneliti, dosen, jurnalis, aktivis
anti-hoax (hoax buster), atau blogger.
• Bersedia menulis minimal 1 tulisan setiap 2 bulan, berbasis data
dari Drone Emprit Academic terkait topik apapun yang diminati,
dan dipublikasikan di kanal publikasi manapun yang dapat
diakses oleh publik secara gratis (misal: blog, facebook,
instagram, jurnal ilmiah, tugas akhir, tesis, disertasi, media
online, media cetak, dll). Jika tidak dipenuhi, akses akan
dihentikan secara otomatis. You have data, then share it!
• Tidak untuk keperluan komersial, kampanye partai politik atau
caleg, atau kampanye NGO (untuk keperluan ini, bisa
menghubungi Drone Emprit non-akademik).
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62. ACADEMIC
KETERBATASAN DRONE EMPRIT
ACADEMIC
• Sumber data dibatasi hanya dari media sosial, khususnya
Twitter. Jika memerlukan data dari semua kanal media online
dan media sosial, silahkan menghubungi Drone Emprit non-
komersial (Media Kernels).
• Fitur tidak dibatasi, alias sama baik versi akademik maupun non-
akademik.
• Dari Twitter masih bisa mendapat informasi dari kanal lain yang
dishare oleh warganet.
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63. ACADEMIC
CONTOH ANALISIS DENGAN
DRONE EMPRIT

64. ACADEMIC
TREN 4 ISU PENTING:
RADIKALISME, EKONOMI, PENDIDIKAN, DAN PARIWISATA

65. ACADEMIC
POPULARITAS RADIKALISME, EKONOMI,
PENDIDIKAN, DAN PARIWISATA

66. ACADEMIC
MEDIA ONLINE ‘EKONOMI’ (58%)
MEDIA SOSIAL ‘RADIKALISME’ (51%)

67. ACADEMIC
SNA RADIKALISME, EKONOMI, PENDIDIKAN
PENDIDIKAN
EKONOMI
PRO PEMERINTAH
RADIKALISME &
EKONOMI
RADIKALISME, PENDIDIKAN
& EKONOMI
PRO OPOSISI
NON PARTISAN
NON PARTISAN
MALAYSIA

68. ACADEMIC
SNA RADIKALISME
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PRO PEMERINTAHPRO OPOSISI

69. ACADEMIC
TOP 5 INFLUENCERS ‘RADIKALISME’

70. ACADEMIC
TOP INFLUENCERS “RADIKALISME”

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HASHTAGS ‘RADIKALISME’
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72. ACADEMIC
HASHTAGS ‘PENDIDIKAN’
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73. ACADEMIC
TOPIK PERGURUAN TINGGI
INDONESIA VS AMERIKA (JULI-OKT 2019)

74. ACADEMIC
@UIIYogyakarta
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75. ACADEMIC
@itbofficial
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76. ACADEMIC
@UGMYogyakarta
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77. ACADEMIC
PTIS
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78. ACADEMIC
@MIT

79. ACADEMIC
@HARVARD
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80. ACADEMIC
@STANFORD
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81. ACADEMIC
WHAT’S NEXT?

82. ACADEMIC
TRACK WORKSHOP
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83. ACADEMIC
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PUBLISH OR PERISH

84. ACADEMIC
THANK YOU
Ismail Fahmi, PhD.