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Deril Alfiance Kaligis
Politeknik Dewantara
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Development of E-Commerce Boarding House Integrated with Spatial Visualization of Leaflets and GeoAI Recommendation Algorithm Gunawan Tari; Ariani Amri; Deril Alfiance Kaligis; Andi Jumardi; Iin Karmila Putri
Poltanesa Vol 27 No 1 (2026): June 2026
Publisher : P3KM Politeknik Pertanian Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51967/tanesa.v27i1.3808

Abstract

The difficulty of finding efficient boarding houses, especially for students and lower-income workers in Palopo City, remains a major problem due to limited centralized information. The weakness of existing property e-commerce platforms is the lack of integration between spatial location precision and personalized recommendations. This study aims to develop a web-desktop-based boarding house e-commerce system that addresses this weakness by integrating Leaflet Spatial Visualization technology and the GeoAI Recommendation Algorithm. The system development method used is Agile Development with the Scrum model. The Leaflet.js library is used to interactively present boarding house distribution data on a map of Palopo City, complete with dynamic room availability markers. Meanwhile, the GeoAI recommendation feature is implemented using Content-Based Filtering and Collaborative Filtering algorithms to present a personalized list of accommodations based on the user's search history and location preferences. The result of this study is an integrated boarding house e-commerce platform that can improve the user experience in finding accommodations that meet spatial criteria and facilities. The implementation of this system is expected to accelerate the digitalization of boarding house services in Palopo City and become a model for the development of similar applications in the local property sector.
Perancangan dan Implementasi Aplikasi Monitoring Distribusi LPG Berbasis Teknologi Informasi untuk Meningkatkan Efisiensi Penyaluran Deril Alfiance Kaligis; Nurul Qisti
Dewantara Journal of Technology Vol. 5 No. 2 (2025)
Publisher : Akademi Teknologi Industri Dewantara Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59563/djtech.v5i2.280

Abstract

Tujuan penelitian ini adalah merancang Aplikasi Monitoring Distribusi LPG (Liquefied Petroleum Gas) Berbasis Teknologi Informasi yang bisa mengetahui besarnya ketersediaan stok gas LPG yang didistribusi masyarakat. Kondisi ini dapat dilihat dengan menyediakan layanan aplikasi yang real-time terhadap ketersediaan pasokan gas pada setiap Agen dan Pangkalan bahkan Pengecer. Di samping itu terdapat peta monitoring persediaan Gas LPG yang menunjukkan lokasi tempat pasokan Gas LPG bisa di akses oleh masyarakat. Penelitian ini diawali dengan pengambilan data di lapangan, dimana hal tersebut dilakukan untuk melihat akses masyarakat guna mendapatkan Gas Elpiji. Hal berikut yang dilakukan adalah menentukan metode seperti apa yang akan diterapkan untuk digunakan pada aplikasi monitoring. Selanjutnya dibuatkan program menggunakan Dreamwever 8 dan PHP (Personal Home Page) serta database menggunakan My SQL 2015. Dari Pengujian yang telah dilakukan menunjukkan bahwa Aplikasi Monitoring Distribusi LPG (Liquefied Petroleum Gas) Palopo Berbasis Web telah bejalan dengan baik. Aplikasi ini telah mampu menyediakan laporan monitoring distribusi gas LPG (Liquefied Petroleum Gas) berupa jumlah stok, proses transaksi penjualan dan pembelian pada Pertamina, Agen, dan Pangkalan. Terdapat pula peta monitoring dengan menampilkan lokasi pengguna sistem dan penyedia LPG (Liquefied Petroleum Gas) sehingga Gas LPG akan mudah diperoleh masyarakat.
Co-Authors Andi Jumardi Ariani Amri Gunawan Tari Iin Karmila Putri Nurul Qisti