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Journal : Bulletin of Information Technology (BIT)

Penerapan Algoritma Bellman-Ford Untuk Optimisasi Pengendara Dalam Menentukan Rute Terpendek UMKM Di Kabupaten Padang Lawas Julia Hasibuan, Putri Indah; Ikhwan, Ali
Bulletin of Information Technology (BIT) Vol 6 No 3: September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v6i3.2243

Abstract

This study designs a web-based Geographic Information System (GIS) using the Bellman-Ford algorithm to determine the shortest route for Micro, Small, and Medium Enterprises (MSMEs) in Padang Lawas Regency. The main problem faced by MSMEs is the limited and insufficient use of information technology. This condition makes it difficult for the public to find strategic MSME locations and the fastest routes to business sites, leading to low competitiveness and marketing inefficiency. To address this issue, the system was developed using the waterfall model and integrated with Leaflet JS technology, enabling broad accessibility through the web without additional installation. The Bellman-Ford algorithm was chosen for its ability to calculate the shortest path even when negative weights are present in the graph. Test results show that the optimal route obtained is 1.795 km, more efficient compared to an alternative route of 2.563 km, providing a distance saving of about 30%. The system has proven capable of delivering fast and accurate route recommendations while simultaneously presenting MSME location information interactively. The novelty of this research lies in the integration of Bellman-Ford with interactive web-based digital maps specifically for MSME promotion, which has rarely been applied in regional contexts. The purpose of this study is to improve marketing efficiency, expand accessibility, and strengthen the competitiveness of MSMEs in Padang Lawas. Furthermore, this research is expected to make a real contribution to the community in finding MSMEs more quickly and accurately..
Sistem Informasi Geografis Pemetaan Daerah Rawan Pangan Pada Dinas Ketahanan Pangan di Kabupaten Labuhanbatu Utara Dengan Algoritma Dijkstra Berbasis Web Almanda, Rico; Ikhwan, Ali
Bulletin of Information Technology (BIT) Vol 6 No 3: September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v6i3.2248

Abstract

Food security is a strategic aspect that determines community welfare and regional stability. In North Labuhanbatu Regency, 24 out of 82 villages and 8 sub-districts are still categorized as food-insecure. The main challenges include manual mapping processes and difficulties in determining the nearest food distribution routes, which make government interventions less efficient. This study aims to develop a web-based Geographic Information System (GIS) to map food-insecure areas and calculate the fastest distribution routes using Dijkstra’s algorithm. The system was developed using the waterfall model through observation, interviews, and literature studies. The test results show that the system can interactively visualize 24 food-insecure villages and recommend distribution routes with an average distance of 37.04 km and an average travel time of 37.35 minutes. These results are more efficient than manual methods, which tend to generate longer routes and higher travel times. The main contribution of this research is the application of Dijkstra’s algorithm in a web-based GIS for mapping food-insecure villages, which has not been implemented previously in North Labuhanbatu Regency. This finding is expected to support local governments in making strategic decisions regarding the acceleration of food distribution, thereby improving public services and strengthening community food security.
Co-Authors A.A. Ketut Agung Cahyawan W Abdillah, Muhammad Oemar Aceh, Kairul Abdi Adi Sutanto Adlani, Farid Agung, Agung Prayoga Agus Zainudin Ahmad Rifai Aini, Nuriah Aisah, Nurkosrina Akbar, Dwi Hafizah Akila, Gadiel Naufa Alda, Muhammad Alilmi, Dini Almanda, Rico Aly, Moustafa H. Alya, Rizwana Amanda , Bazlina Dini Amania, Fitria amri , hairul Amri, Hairul Andrea , Kiki Andrea, Kiki Aninda Muliani Annisa Aprilia Ardiansyah, Rizal Ardiyansyah, Agung Artika, Priti Rindi Aryo Pratama Asnawi, Azi Asyahri Hadi Nasyuha Atsil, Rayhan Alfatih Audiansyah, Wanda AULIA, FIRDA Aulia, Hasypa Awaliyana, Qurani awilo haryada, alwi Azahra, Kaila Azhar, Chairul Bahij, Hilmy Asad Bancin, Haryanzelina Barus, Ananda Br Barus, Ananda Br Batubara, Ayu Azzahra Bi Rahmani , Nur Ahmadi Buyung Nasution, Adnan Chung, Meng-Yun Chuzaimah Chuzaimah, Chuzaimah Daramusseng, Andi Dewi, Dewi Putri Ayu Andira Diah Titi Muhardini Dyah Roeswitawati Endro Susilo, Endro Erfan Dani Septia Erny Ishartati Evi Kurniawati, Evi Fadhil, Said Muhammad Fadillah, Manja Fadillah, Muhammad Rizki Fadillah, Tasya Fahmi, Sigit Aditya Fahrian, Arris Fakhriza, M Fariz, Fariz Miftach Arif Nugraha Fatimah, Sati Fauzi Anwar Febriansah Siregar, Bayu Febryani, Nurhaliza Ginting, Raymond Erpindo Gunawan, Aldi H. Aly, Moustafa H.M. Edwar Juliartha Hadiyanto, Muhammad Hadiyanto Hafidz, Khairul Hafidz, Sefian Habil Hafizd, Daffa Al Hafizh, Muhammad Abdurrahman Haida Dafitri, Haida Handika, Riski Agung Harahap, Melinda Sari Hasanah, Dzulfiah Nadia Hasibuan, Novrisyah Heri Santoso Herlangga, Ardy Putra Husnah, Zahratul Imam Ahmad Ismaya, Doni Febri Ivo Andriano Jannah, Tasya Miftahul Juarsyah, Muhammad Julia Hasibuan, Putri Indah Khairi, Ananda Salsabila Kharisma, Anugerah Iffanda Khoiriyah, Andin Nur Khosyi, Harits Al Lesmana, Reza Kurnia Listiani, Irma Lubis, Indah Pratiwi Lubis, Zaidah Nur Salamah Luthfi, Raihan Zacky Machmudi Maftuchah Maftuchah Mahayudi, Indra Putra Malik , Fahmi Faishal Manurung, Liza Alzahra Marpaung, Adetya Maharani Marwanta, Y. Yohakim Maudyna, Wilda Maulana, Dimas Krisna Mega Lestari Meilianasari , Khafifah Dwi Meiratnasari, Ayu Melis, Juliano van Melsya, Laura Mhd Amru Hidayat Miftahul Jannah Moh. Rasyid Ridho Mohammad Badri MP Editor, Ir. Dian Indratmi, MP Muhamad Alda Muhammad Akbar Syahbana Pane Muhammad Alfiansyah Muhammad Dedi Irawan Muhammad, Mar’ie Aqil Reyhan Muhidin Muhidin Mulya, Indah Syafitri Munawarah, Nadila Murni, Ira Muzammil, Abdullah Umar Nabila, Putri Nasution, Adnan Buyung Nasution, Muhammad Irwan Padli Navea, Roy Francis Nayang, Chintya Neni Marlina Nst, Muhammad Taufik Akbar Nugraha, Rafli Khalis NUR FADILAH Nuri Aslami Pandapotan Nasution, Muhammad Cholis Pane, Ogie Ariansah Pasaribu, Hamidah Pramesti, Adinda Ayu Mega Pranata Erdiansyah, Novie Prasetya, Rizki Nanda Winata Pratama, Aryo Prayogi, Andi Purnama, Riyan Hidayah Putra, Muklas Adi Putri Paramadina Tanjung Putri, Masayu Wianda Rahadianto, Prabowo Rahmawati, Revilda Ayu Raihan, Muhammad Syafiq Raissa Amanda Putri Ramadhan, Agung Wahyu Ramadhan, Muhammad Rizki Ramadhani, Citra Rani Antika Lubis Ratu Mutiara Siregar Rayhannur, Muhammad Jaffar Raynaldi, Ahmad Ridho, Taufiq Ridho Alfikri Ridwan, Muhammad Rahul Ritonga, Reni Septiani Ritonga, Satria Habibi Ritonga, Siti Marlina Ritonga, Taufiq Alfiqri Riyan Hidayat Roro Kesumaningwati Rosmawati, Henny ROYANI SIAHAAN, MELVA ALIYAH Safarudinsyah Safira, Nurul Salistiawaty, Widya Samsudin Samsudin Samsudin, Samsudin Sari Br Pa, Atika Sari, Fani Panca Sebayang, Nico Shiddiq Siregar, Fahreza Sibarani, Fathiya Hasyifah Sinaga, Imam Adlin Sinaga, Iman Adlin Sinambela, Sofiatu Zahro Siregar, Dinda Permana Siregar, Lola Kamal Siregar, Mhd. Dedi Hamonangan Siregar, Umi Kalsum Sitepu , Arjuna Sitompul, Surganda Sitorus, Apriyanti Anggraini Sofianda, Wahyu Solly Aryza Sri Hartati Sri Suartini Sri Yuniati Suendri Suendri, Suendri Suendri, Suendri Sufianto Sufianto Supianti P, Mahzuro Susanti - Diana Suyadi, Nadila Agnestesia Syahnur, Evan Alfian Syaikhoni, Yusuf Syarif Husein, Syarif Syazwina, Azra Diro Syukri, Hamdan Tanjung, Sunilfa Maharani Taufiqurrahman . Tirta, Muhammad Prahmana Toar, Miftahul Jannah Uswatun Hasanah Utama, Arya Dwi Utama, Huzaefah Utami, Bunga Adella Widi Hartono WINDHA MEGA PRADNYA DHUHITA Yahfizham Yahfizham Yuanda, Ary Santri Yuliani, Ni Luh Nisa Zainudin Zainudin Zaki , Alfasyahri ZR, Arya Andrian