Implementasi Voice Detection dan Geolocation Aplikasi Pelaporan Kejahatan di Jalan Raya Realtime Berbasis Mobile
-
Restu Sofyan Ma'arif
*
Universitas Teknologi Yogyakarta, Yogyakarta,
Indonesia
- Rodhiyah Mardhiyyah Universitas Teknologi Yogyakarta, Yogyakarta, Indonesia (*) Corresponding Author
Abstract
The prevalence of public space crimes, particularly street crimes like mugging and klithih, has become a crucial issue disrupting community safety and comfort. Current emergency reporting systems, which rely on phone calls or direct visits to police stations, are often hampered by time delays, reducing the effectiveness of intervention. To address this, an integrated crime reporting system is proposed through an Android mobile application developed using the Waterfall method. This solution enhances conventional systems by implementing Geolocation and Voice Detection technologies. Geolocation enables precise mapping of incident locations, ensuring location data remains accurate to within 9 meters even with a weak GPS signal Meanwhile, Voice Detection acts as the initial trigger for crime reporting. It proactively analyzes ambient audio for specific shout patterns, which indicate an emergency. The model achieves an accuracy of 0.9590% in noisy environments. Upon detection, the system automatically sends simultaneous emergency notifications to all nearby app users and security authorities within 2 seconds. This application is expected to significantly optimize crime response times, contributing tangibly to enhancing public safety and security.
Downloads
References
Pusat Informasi Kriminal Nasional, “Jurnal Pusat Informasi Kriminal Nasional Tahun 2022 Edisi Tahun 2023,” Jakarta, Okt 2023.
Wahyu Widodo, Kriminologi dan Hukum Pidana. Semarang: Universitas PGRI Semarang Press, 2015.
Abid Taufiqur Rohman, Elga Yuan Saputra, Dedi Gusriyanti, dan Alvian Andhi Gunawa, “Implementasi Aplikasi Cegah Ancaman Untuk Pelaporan Tindak Kejahatan Berbasis Mobile Android,” JIIFKOM (Jurnal Ilmiah Informatika dan Komputer), vol. 3, hlm. 1–9, Jan 2024, doi: 10.51901/jiifkom.v3i1.387.
Defry, “Perancangan Aplikasi Mobile Untuk Pelaporan Tindak Kriminal Ke Kantor Polisi Terdekat Menggunakan Locataion Based Services,” Jurnal Penelitian Teknik Informatika dan Sistem Informasi, vol. 11, Mar 2023, Diakses: 9 Oktober 2025. [Daring]. Tersedia pada: https://ojs.uajm.ac.id/index.php/tematika/article/view/416
Koliftia Mu’arifah dan Diyono, “Pengembangan Sistem Informasi Lokasi Kejahatan Jalanan di Daerah Istimewa Yogyakarta,” JGISE: Journal of Geospatial Information Science and Engineering, vol. 7, no. 1, hlm. 23, Agu 2024, doi: 10.22146/jgise.91254.
Alfid Joko Rusmono dan M. Syaiful Amin, “Rancangan Prototype Aplikasi Keamanan Darurat Meminimalisir Korban Kejahatan Dengan Akses Bantuan Cepat,” Jurnal Digit, vol. 14, no. 1, hlm. 31–40, Jun 2024, doi: 10.51920/jd.v14i1.368.
Dewi Afrianti, Siti Hayatul Fauziah Ritonga, Siti Juhroini Ritonga, dan Abdul Halim Hasugian, “Perancangan SistemLaporanPerkara Pada Kantor Polsek Pacur Batu Berbasis Web,” Jurnal Review Pendidikan dan Pengajaran, vol. 6, no. 4, Nov 2023.
Yusuf Wahyu Setiya Putra dkk., Pengantar Aplikasi Mobile. Bandung: Haura Utama, 2023.
Sadil Chamishka dkk., “A Voice-Based Real-Time Emotion Detection Technique Using Recurrent Neural Network Empowered Feature Modelling,” Multimed Tools Appl, vol. 81, no. 24, hlm. 35173–35194, Jun 2022, doi: 10.1007/s11042-022-13363-4.
Made Hery Santosa, Gusti Ayu Made Trisna Yanti, dan Luh Diah Surya Adnyani, “The Integration of Google Translate as a Machine Translation Aid in EFL Students’ Thesis Composition,” LLT Journal: Journal on Language and Language Teaching, vol. 27, no. 1, hlm. 214–229, Apr 2024, doi: 10.24071/llt.v27i1.3734.
Fahrizal Adnan, Ilya Amelia, Sayyid, dan Umar Shiddiq, “Implementasi Voice Recognition Berbasis Machine Learning,” Edu Elektrika Journal, vol. 11, no. 1, hlm. 24–29, 2022, doi: 10.15294/eej.v11i1.57283.
Made Raka Dwija Wiradiputra, I Made Candiasa, dan Dewa Gede Hendra Divayana, “Pengembangan dan Pengujian Sistem Informasi Manajemen Jalan Untuk Pemeliharaan Jalan Di Kabupaten Buleleng Menggunakan Standar Iso 9126,” Jurnal Ilmu Komputer Indonesia, vol. 6, no. 1, Feb 2021.
Muhamad Raditya Mukti, Ismail, dan Fery Prasetyanto, “Pembuatan Model 3D Gedung Telkom University untuk Game Metaverse Berbasis Geolocation yang dirancang oleh Center of e- Learning and Open Education,” Journal of Applied Engineering and Social Science, vol. 2, no. 1, hlm. 30–35, Jul 2024, doi: 10.25124/jaess.v2i1.7460.
Syarief Noor Permadi, Issa Arwani, dan Muhammad Aminul Akbar, “Pengembangan Aplikasi berbasis Mobile untuk Pelaporan Ancaman Kejahatan di Perumahan Panorama Cibodas,”Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 4, no. 2, hlm. 561–571, Feb 2020, Diakses: 9 Oktober 2025. [Daring]. Tersedia pada: https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/6960
Tomi Saputra, Aditya Dwi Angga.S, Sulthan Muhamad Maulidin, Febrian Alfaridz, dan M.Rahmat Fadilah, “Perancangan Sistem Aplikasi Pembelian di TikTok Shop dengan Menggunakan Software StarUML, Use Case Diagram, Activity Diagram, Class Diagram, Normalisasi, dan Microsoft Access,” Jurnal Ekonomi dan Bisnis, vol. 2, no. 7, hlm. 802–811, Jul 2024, Diakses: 9 Oktober 2025. [Daring]. Tersedia pada: https://j-economics.my.id/index.php/home/article/view/195
Annisa Rachman, Yodhi Anugrah Damar Saputra, Muhammad Hafidz, Zam Afuw Imama Sugiman, dan Yoga Sahria, “Perancangan UI/UX Aplikasi Integrasi Teknologi Finansial ‘Fihub’ Menggunakan Metode User-Centered Design,” Jurnal Informatika dan Teknik Elektro Terapan, vol. 12, no. 1, Jan 2024, doi: 10.23960/jitet.v12i1.3884.
Daud Arya Rafa, Eka Dyar Wahyuni, dan Amalia Anjani Arifiyanti, “Rancang Bangun Aplikasi Donor Darah Darurat Donora Berbasis Android dengan Konsep Gamifikasi Menggunakan Kotlin,” Jurnal Informatika dan Teknik Elektro Terapan, vol. 12, no. 3, Agu 2024, doi: 10.23960/jitet.v12i3.5025.
Taiwo Samuel Ajani, Agbotiname Lucky Imoize, dan Anderemi A. Atayero, “An Overview of Machine Learning Within Embedded and Mobile Devices-Optimizations and Applications,” 28 Juli 2021, MDPI AG. doi: 10.3390/s21134412.
Jafar Shadiq, Ahmad Safei, dan Rayhan Wahyudin Ratu Loly, “Pengujian Aplikasi Peminjaman Kendaraan Operasional Kantor Menggunakan BlackBox Testing,” Information Management For Educators And Professionals, vol. 5, no. 2, hlm. 97, Jul 2021, doi: 10.51211/imbi.v5i2.1561.
Ni Made Dewi Febriyanti, A.A. Kompiang Oka Sudana, dan I Nyoman Piarsa, “Implementasi Black Box Testing pada Sistem Informasi Manajemen Dosen,” Jurnal Ilmiah Teknologi dan Komputer, vol. 2, no. 3, Des 2021.
Martina Seidl, Marion Scholz, Christian Huemer, dan Gerti Kappel, An Introduction to Object-Oriented Modeling. Switzerland: Springer, 2015.
Deshmukh Raghuvendra dan Satyanitra Kumar, “Unified Modeling Language (UML) and Its Contribution to Software Maintenance Efficiency,” Pune, Mar 2025. [Daring]. Tersedia pada: https://www.researchgate.net/publication/389585787
Annisa Taufika Firdausi, Putra Prima Arhandi, Farid Angga Pribadi, Retno Damayanti, dan Abdulloh Aqil, “Pengembangan Modul Pembelajaran ERD Interaktif pada SQLearn,” Jurnal Informatika Polinema, hlm. 471, Diakses: 9 Oktober 2025. [Daring]. Tersedia pada: https://jurnal.polinema.ac.id/index.php/jip/article/view/5199
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Implementasi Voice Detection dan Geolocation Aplikasi Pelaporan Kejahatan di Jalan Raya Realtime Berbasis Mobile
Pages: 132-141
Copyright (c) 2025 Restu Sofyan Ma'arif, Rodhiyah Mardhiyyah
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).
