Analysis of social network implementation as a tool for determining the structure of crime networks
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Published:
May 30, 2023
Keywords:
Centrality, Counter Terrorism, Density, Data warehouse, Social Network Analysis, Terrorist Networks, Twitter
Section
Computer Science
Statistics Article
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Abstract
Social network analysis (SNA) is a process of mapping and analyzing interactions between people in social media, including crime. SNA can be used to determine network structure and relationships between criminal network actors through the social media used. After initial investigation, this study used the hashtag "Hayat Tahrir al-Sham" and the phrase in Arabic to crawl the data. Business intelligence is a concept and method of how we can improve the quality of decision-making in a business based on data-based systems. By using SNA terms such as density, centrality, diameter, and reciprocity. Business intelligence can be built. With the combination of SNA and BI, groups affiliated with these groups can be identified. The research also identified 10 accounts that were considered to play an important role in collaborative communication, the flow of funds, and the dissemination of radical propaganda. By finding these 10 accounts, there are many investigations that can be carried out in accordance with standard operating procedures at the authorities
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Lekitonung, A. D. . (2023) “Analysis of social network implementation as a tool for determining the structure of crime networks ”, Jurnal Mantik, 7(1), pp. 453-463. doi: 10.35335/mantik.v7i1.3684.
References
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Yudhana, A., Riadi, I., & Zuhriyanto, I. (2019). Menggunakan Metode Digital Forensics Research Workshop ( DFRWS ). Techno, 20(2), 125–130. https://web.archive.org/web/20120118183631/http://www.cambridgeshire.gov.uk/NR/rdonlyres/470E5F18-2397-416C-B265-087B18DD8E30/0/AntiBullyingStrategyNovember07.pdf
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Yuliana, I., Santosa, P. I., & Setiawan, N. A. (2017). Finding The Most Important Actor in Online Crowd by Social Network Analysis. Journal of Physics: Conference Series, 812(1), 12095.
Yuliana, I., Santosa, P. I., & Setiawan, N. A. (2015, October). Analisis jejaring media sosial untuk pemetaan pada komunitas online. In Seminar Nasional Aplikasi Teknologi Informasi (SNATi) (Vol. 1, No. 1).
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Yusainy, C., Chawa, A. F., & Kholifah, S. (2017). Social Data Analytics sebagai Metode Alternatif dalam Riset Psikologi. Buletin Psikologi, 25(2), 67–75. https://doi.org/10.22146/buletinpsikologi.27751
Zusrony, E., Purnomo, H. D., & Prasetyo, S. Y. J. (2019). Analisis Pemetaan Jaringan Komunikasi Karyawan Menggunakan Social Network Analysis pada Perusahaan Multifinance. INTENSIF: Jurnal Ilmiah Penelitian Dan Penerapan Teknologi Sistem Informasi, 3(2), 145. https://doi.org/10.29407/intensif.v3i2.12786
Zusrony, E., Purnomo, H. D., & Prasetyo, S. Y. J. (2019). Analisis Pemetaan Jaringan Komunikasi Karyawan Menggunakan Social Network Analysis Pada Perusahaan Multifinance. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 3(2), 145-158.
Bright, D., Brewer, R., & Morselli, C. (2022). Reprint of: Using social network analysis to study crime: Navigating the challenges of criminal justice records. Social Networks, 69(October 2020), 235–250. https://doi.org/10.1016/j.socnet.2022.01.008
Durland, M. M., & Fredericks, K. A. (2005). An introduction to social network analysis. New Directions for Evaluation, 2005(107), 5–13. https://doi.org/10.1002/ev.157
Fitriani, Y., & Pakpahan, R. (2020). Analisa Penyalahgunaan Media Sosial untuk Penyebaran Cybercrime di Dunia Maya atau Cyberspace. Cakrawala?: Jurnal Humaniora, 20(1), 2579–3314. http://ejournal.bsi.ac.id/ejurnal/index.php/cakrawala
Hadiana, A. I., & Witanti, W. (2017). Analisis Jejaring Sosial Menggunakan Social Network Analysis untuk Membantu Social CRM bagi UMKM di Cimahi (Social Network Analysis Using Social Network Analysis to Help Social CRM for MSMEs in Cimahi). Saintiks FTIK UNIKOM, VI.29-VI.36.
Himelboim, I. (2017). Social Network Analysis (Social Media). The International Encyclopedia of Communication Research Methods, August, 1–15. https://doi.org/10.1002/9781118901731.iecrm0236
Inayah, D., & Purba, F. L. (2020). Implementasi social network analysis dalam penyebaran informasi virus corona (covid-19) di twitter. Seminar Nasional Official Statistics, 2020(1), 292–299.
Kurniawan, D., Iriani, A., & Manongga, D. (2020). Pemanfaatan Social Network Analysis (Sna) Untuk Menganalisis Kolaborasi Karyawan Pada Pt. Arum Mandiri Group. Jurnal Transformatika, 17(2), 149–159.
Nelen, H., & Kolthoff, E. (2017). Georganiseerde Criminaliteit en Integriteit van Rechtshandhavingsorganisaties. 1–136.
Polans. (2018). Social Network Analysis for Law Enforcement. Standards, Methods, & Technology Committee White Paper 2018-02, 02(Analysts, International Association of Crime), 1–19. https://crimegunintelcenters.org/wp-content/uploads/2018/07/iacawp_2018_02_social_network_analysis.pdf
Reiss, A. J., & Farrington, D. P. (1991). Advancing Knowledge about Co-Offending: Results from a Prospective Longitudinal Survey of London Males. The Journal of Criminal Law and Criminology (1973-), 82(2), 360. https://doi.org/10.2307/1143811
Setatama, M. S., & Tricahyono, Ir., M.M., Ph.D., D. (2017). Implementasi Social Network Analysis pada Penyebaran Country Branding “Wonderful Indonesia.” Indonesian Journal on Computing (Indo-JC), 2(2), 91. https://doi.org/10.21108/indojc.2017.2.2.183
Skvoretz, J., & Faust, K. (1999). Logit models for affiliation networks. Sociological Methodology, 29(1), 253–280. https://doi.org/10.1111/0081-1750.00066
Sparrow, M. K. (1991). The Application of Network Analysis to Criminal Intelligence. Social Networks, 13(3), 251–274.
Susanto, B., Lina, H., & Chrismanto, A. R. (2012). Penerapan Social Network Analysis dalam Penentuan Centrality Studi Kasus Social Network Twitter. Jurnal Informatika, 8(1). https://doi.org/10.21460/inf.2012.81.111
Tahalea, S. P., & SN, A. (2019). Central Actor Identification of Crime Group using Semantic Social Network Analysis. Indonesian Journal of Information Systems, 2(1), 24–32. https://doi.org/10.24002/ijis.v2i1.2354
Tahalea, S. P., & Azhari, S. N. (2019). Central actor identification of crime group using semantic social network analysis. Indonesian Journal of Information Systems, 2(1), 24-32.
Tuhuteru, H., & Iriani, A. (2018). Analisis Kolaborasi Penelitian Ilmiah Dosen Fakultas X dengan Social Network Analysis (SNA). Jurnal Teknik Informatika Dan Sistem Informasi, 4(1), 149–158. https://doi.org/10.28932/jutisi.v4i1.758
Tuhuteru, H., & Iriani, A. (2018). Analisis Kolaborasi Penelitian Ilmiah Dosen Fakultas X dengan Social Network Analysis (SNA). Jurnal Ilmu Komputer Dan Sistem Informasi, 4(1), 149-158.
Wardana, I. (2022). Using Social Network Analysis to Inform an Effective Approach to Counter Radical Islamic Groups in Indonesia. NAVAL POSTGRADUATE SCHOOL MONTEREY CA.
Wasserman, S. & Faust, K., (1999). Social network analysis: methods and palliations. New York: Cambridge University Press.
Yanuarti, R. (2021). Analisis Media Sosial Twitter Terhadap Topik Vaksinasi Covid-19. JUSTINDO (Jurnal Sistem Dan Teknologi Informasi Indonesia), 6(2), 121–130.
Yudhana, A., Riadi, I., & Zuhriyanto, I. (2019). Menggunakan Metode Digital Forensics Research Workshop ( DFRWS ). Techno, 20(2), 125–130. https://web.archive.org/web/20120118183631/http://www.cambridgeshire.gov.uk/NR/rdonlyres/470E5F18-2397-416C-B265-087B18DD8E30/0/AntiBullyingStrategyNovember07.pdf
Yuliana, I., Santosa, P. I., & Setiawan, N. A. (2015). Analisis Jejaring Media Sosial untuk Pemetaan pada Komunitas Online. Journal.Uii.Ac.Id, G-15.
Yuliana, I., Santosa, P. I., & Setiawan, N. A. (2017). Finding The Most Important Actor in Online Crowd by Social Network Analysis. Journal of Physics: Conference Series, 812(1), 12095.
Yuliana, I., Santosa, P. I., & Setiawan, N. A. (2015, October). Analisis jejaring media sosial untuk pemetaan pada komunitas online. In Seminar Nasional Aplikasi Teknologi Informasi (SNATi) (Vol. 1, No. 1).
Yusainy, C., Chawa, A. F., & Kholifah, S. (2017). Social data analytics sebagai metode alternatif dalam riset psikologi. Buletin Psikologi, 25(2), 67-75.
Yusainy, C., Chawa, A. F., & Kholifah, S. (2017). Social Data Analytics sebagai Metode Alternatif dalam Riset Psikologi. Buletin Psikologi, 25(2), 67–75. https://doi.org/10.22146/buletinpsikologi.27751
Zusrony, E., Purnomo, H. D., & Prasetyo, S. Y. J. (2019). Analisis Pemetaan Jaringan Komunikasi Karyawan Menggunakan Social Network Analysis pada Perusahaan Multifinance. INTENSIF: Jurnal Ilmiah Penelitian Dan Penerapan Teknologi Sistem Informasi, 3(2), 145. https://doi.org/10.29407/intensif.v3i2.12786
Zusrony, E., Purnomo, H. D., & Prasetyo, S. Y. J. (2019). Analisis Pemetaan Jaringan Komunikasi Karyawan Menggunakan Social Network Analysis Pada Perusahaan Multifinance. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 3(2), 145-158.
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