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All Journal Jurnal Teknologi Pendidikan CESS (Journal of Computer Engineering, System and Science) Sinkron : Jurnal dan Penelitian Teknik Informatika SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Jurnal Pendidikan dan Konseling JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Pengabdian kepada Masyarakat JEBDEKER: Jurnal Ekonomi, Manajemen, Akuntansi, Bisnis Digital, Ekonomi Kreatif, Entrepreneur Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) Bureaucracy Journal : Indonesia Journal of Law and Social-Political Governance JURNAL TEKNOLOGI INFORMASI & KOMUNIKASI DALAM PENDIDIKAN Sisfo: Jurnal Ilmiah Sistem Informasi Electron: Jurnal Ilmiah Teknik Elektro Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) International Journal of Information System and Innovative Technology
Agnes Irene Silitonga
Universitas Negeri Medan
Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : International Journal of Information System and Innovative Technology

 1 
Design of Mobile-Based Samosir Tour Hero Tourism Application Silitonga, Agnes Irene
International Journal of Information System and Innovative Technology Vol. 4 No. 1 (2025): June
Publisher : Geviva Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63322/stcja626

Abstract

Samosir Tour Hero is an innovative platform designed to help tourists who want to explore Samosir Island easily, integrated, and informatively. The application offers detailed information on vehicle rentals, accommodations, and tourist destinations, and serves as a direct link between tourists and experienced local tour guides. With advanced features such as searching for nearby tourist locations, customized tour packages, and user reviews and recommendations, Samosir Tour Hero provides a comprehensive solution to enhance the tourist experience. The application has significant potential to boost the local economy, support tour guide activities, and strengthen the tourism sector in Samosir. With a user-friendly approach, simple yet effective interface design, and integration of transportation, accommodation, and tour guide services, Samosir Tour Hero aims to create a more personalized, comfortable, and memorable travel experience.
A Data Mining Approach to Clustering Cases of Violence Against Children in Indonesia Agnes Irene Silitonga; Silitonga, Agnes Irene
International Journal of Information System and Innovative Technology Vol. 4 No. 2 (2025): December
Publisher : Geviva Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63322/tc9nng05

Abstract

Violence against children in Indonesia remains a crucial issue that requires a data-driven approach for more targeted interventions. This study aims to cluster provinces in Indonesia based on the number of cases of violence and the types of violence committed, namely physical, psychological, and sexual violence. The method used in this study is the K-Means Clustering algorithm, an unsupervised learning technique in data mining that is able to find hidden patterns in large data sets. Data was obtained from the Ministry of Women's Empowerment and Child Protection's Gender and Child Information System (SIGA), which covers 38 provinces. The clustering results produced three main groups: a cluster with high levels of violence consisting of the provinces of North Sumatra, DKI Jakarta, West Java, Central Java, and East Java; a cluster with moderate levels of violence consisting of 16 provinces; and a cluster with low levels of violence covering 17 provinces. These findings are expected to form the basis for the development of evidence-based child protection policies geographically and thematically.
A Data Mining Approach to Clustering Cases of Violence Against Children in Indonesia Agnes Irene Silitonga; Silitonga, Agnes Irene
International Journal of Information System and Innovative Technology Vol. 4 No. 2 (2025): December
Publisher : Geviva Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63322/tc9nng05

Abstract

Violence against children in Indonesia remains a crucial issue that requires a data-driven approach for more targeted interventions. This study aims to cluster provinces in Indonesia based on the number of cases of violence and the types of violence committed, namely physical, psychological, and sexual violence. The method used in this study is the K-Means Clustering algorithm, an unsupervised learning technique in data mining that is able to find hidden patterns in large data sets. Data was obtained from the Ministry of Women's Empowerment and Child Protection's Gender and Child Information System (SIGA), which covers 38 provinces. The clustering results produced three main groups: a cluster with high levels of violence consisting of the provinces of North Sumatra, DKI Jakarta, West Java, Central Java, and East Java; a cluster with moderate levels of violence consisting of 16 provinces; and a cluster with low levels of violence covering 17 provinces. These findings are expected to form the basis for the development of evidence-based child protection policies geographically and thematically.
Co-Authors Adi Widarma, Adi Agnes Putri Farida Sitorus Akbar Lubis, Ali Ali Akbar Lubis Anisa Fitri Azmi, Aqilah Bakti Dwi Waluyo Batu, Dewi Pika Lbn Caca Pratiwi Chintia Ni Cinta Rizkia Zahra Lubis Darwita Arini Nasution Dewi Pika Lumban Bantu Enjelina Sinaga Erita Astrid Erni Rukmana Ferry Indra Sakti H. Sinaga Fihi Khoirani Sihotang Ginting, Lukas Hafiz Irwandi Hafiz, Fahrul Al-hamdi Haryadi Haryadi - Hastuti, Pebri Hidayatullah, Amar Histi Trifesi Naibaho Immanuel, Michael Fritz Irwandi, Hafiz Jufri Darma Kanaya Yori Damanik Lisa Melvi Ginting Lumban Toruan, Anjel Monika Mega Silfia Dewy, Mega Silfia Melvi Ginting, Lisa Michel Frits Immanuel Muhammad Isnaini Mutia Ardila Mutiara Agustina Nst Mutiara Akbar Nasution Nerva, Souza Al-Gibrani Nurdina Safitri Panjaitan, Bon Jovi Marselino Panjaitan, Gabriella Dominggoes Prayoga, Wira Pulungan, Annisa Fadhillah Ramadhan, Taufiq Ratu Evina Dibyantini Rizwinie, Khesya Sabila Rudy Chandra S, Muhammada Aulia Rahman Sari, Dwy Puspita Selvia Apriani Sembiring, Muhammad Aulia Rahman Sembiring, Samuel Siahaan, Parlaungan Gabriel Silaban, Fanny Margaretha Simamora, Windi Saputri Sinaga, Ferry Indra Sakti H Situmorang, Hasianna Nopina Teguh Fachri Fahros Thohiri, Roza Tumangger, Emya Malum Karina Tyas Permatasari Vetric Styven Silaban Yatty Destani Sandy Yoakim Simamora Yoakim Simamora Zada Annuri Nabila Zega, Elson