Utilization of Artificial Intelligence in Predicting Crime
DOI:
10.47709/cnahpc.v6i1.3208Keywords:
Crime; artificial intelligent; machine learning method; technologyDimension Badge Record
Abstract
The problem of crime in Indonesia is an urgent issue, with crime rates continuing to increase. High crime rates
have serious impacts on societal security, social stability, and economic development. Amidst the complexity of
types of crime, motives and methods of handling them, Artificial Intelligence (AI) and Machine Learning (ML)
technology has emerged as a promising solution. Through analysis of a literature review with the keywords "AI
and crime," this research aims to understand the differences between the use of AI in crime prediction and
traditional methods. The literature review method will identify and analyze the latest knowledge regarding the use
of AI technology in overcoming crime problems. The use of AI in analyzing crime data, identifying complex
patterns, and providing accurate predictions will be emphasized. The research will also explain how AI is able to
overcome problems that are difficult to solve with conventional methods. It is hoped that the results of this literature
review will provide deeper insight into the potential of AI in reducing crime rates and c reating a safer environment
for people in Indonesia.
Downloads
Abstract viewed = 94 times
References
Sadya, S. (2023, January 3). Polri: Kejahatan Di Indonesia Naik Jadi 276.507 Kasus Pada 2022. Dataindonesia.Id.
Https://Dataindonesia.Id/Varia/Detail/Polri-Kejahatan-Di-Indonesia-Naik-Jadi-276507-Kasus-Pada-2022.
Perwitasari, D. A., & Mutaqin, M. R. (2020). Social Inequality And Criminal Behavior In Indonesia: The Impact Of
Income Inequality And Unemployment On Crime Rates. The Indonesian Journal Of Criminology, 9(1), 17-36.
Asih, F. D., & Prasetyo, P. K. (2019). Social And Economic Factors That Affect Crime Rate In East Java, Indonesia.
IOP Conference Series: Earth And Environmental Science, 260(1), 012047.
Crime Analysis Through Machine Learning. (2018, November 1). IEEE Conference Publication | IEEE Xplore.
Https://Ieeexplore.Ieee.Org/Document/8614828
Jurnal Prodi Ilmu Administrasi Negara. (2021). Strategi Pertahanan Negara Indonesia Dalam Menghadapi Ancaman
Penggunaan AI Dalam Pertahanan. Https://Jurnalprodi.Idu.Ac.Id/Index.Php/PA/Article/Download/1181/997
Jurnal Ilmiah CITEC. (2021). Pemanfaatan Machine Learning Dalam Berbagai Bidang.
Https://Ejournal.Bsi.Ac.Id/Ejurnal/Index.Php/Ijcit/Article/Download/7951/Pdf
Seskoad.Mil.Id. (2023, September 21). Analisis Penggunaan Kecerdasan Buatan (Artificial Intelligence/Ai) Oleh Tni
Ad Dalam Mendukung Sistem Pertahanan Negara Bab I.
Https://Seskoad.Mil.Id/Admin/File/Kajian/69%20ARTIFICIAL.Pdf
Eriksson Barajas, K., Forsberg, C & Wengstro?m, Y. (2013). Systematiska Litteraturstudier I Utbildningsvetenskap -Va?gledning Vid Examensarbeten. Stockholm: Natur & Kultur. 37 Friberg, F. (2017). Dags Fo?r Uppsats –
Va?gledning Fo?r Litteraturbaserade Examensarbeten (3. Uppl.). Studentlitteratur
Bilen, A., & Özer, A. B. (2021). Cyber-Attack Method And Perpetrator Prediction Using Machine Learning
Algorithms. Peerj, 7, E475. Https://Doi.Org/10.7717/Peerj-Cs.475
Spatio-Temporal Crime Predictions By Leveraging Artificial Intelligence For Citizens Security In Smart Cities.
(2021). IEEE Journals & Magazine | IEEE Xplore. Https://Ieeexplore.Ieee.Org/Document/9383227
Ayunda, R. (2021). Perlindungan Data Nasabah Terkait Pemanfaatan Artificial Intelligence Dalam Aktifitas Perbankan
Di Indonesia. Ejournal.Undiksha.Ac.Id. Https://Doi.Org/10.23887/Jkh.V7i2.37995
Disemadi, H. S. (2021). Urgensi Regulasi Khusus Dan Pemanfaatan Artificial Intelligence Dalam Mewujudkan
Perlindungan Data Pribadi Di Indonesia. Jurnal Wawasan Yuridika, 5(2), 177.
Https://Doi.Org/10.25072/Jwy.V5i2.460
Farid, I., Reksoprodjo, A. H., & Suhirwan, S. (2020). Pemanfaatan Artificial Intelligence Dalam Pertahanan Siber.
Pemanfaatan Artificial Intelligence Dalam Pertahanan Siber.
Haris, M. T. A. R., & Tantimin, T. (2022). Analisis Pertanggungjawaban Hukum Pidana Terhadap PEMANFAATAN
ARTIFICIAL INTELLIGENCE DI INDONESIA. Jurnal Komunikasi Hukum, 8(1), 307–316.
Https://Doi.Org/10.23887/Jkh.V8i1.44408
Hou, F. (2022). Echoing Mechanism Of Juvenile Delinquency Prevention And Occupational Therapy Education
Guidance Based On Artificial Intelligence. Occupational Therapy International, 2022, 1–10.
Https://Doi.Org/10.1155/2022/9115547
Mandalapu, V., Elluri, L., Vyas, P., & Roy, N. (2023). Crime Prediction Using Machine Learning And Deep Learning:
A Systematic Review And Future Directions. Researchgate.
Https://Www.Researchgate.Net/Publication/369623700_Crime_Prediction_Using_Machine_Learning_And_
Deep_Learning_A_Systematic_Review_And_Future_Directions
Syofyan, A. (2022). Penggunaan Artificial Intelligence Dalam Konflik Bersenjata Menurut Hukum Internasional.
Penggunaan Artificial Intelligence Dalam Konflik Bersenjata Menurut Hukum INTERNASIONAL.
Zhang, Z., Hamadi, H. A., Damiani, E., Yeun, C. Y., & Taher, F. (2022). Explainable Artificial Intelligence
Applications In Cyber Security: State-Of-The-Art In Research. IEEE Access, 10, 93104–93139.
Https://Doi.Org/10.1109/Access.2022.3204051
Downloads
ARTICLE Published HISTORY
Accepted Date: 2023-11-17
Published Date: 2023-12-31
How to Cite
Issue
Section
License
Copyright (c) 2023 Joan Stacia Carissa, Mardi Turnip
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
