Masolo, Midela Geilsca (2026) Rancang Bangun Warta Dan Rekomendasi Renungan Menggunakan Algoritma Content Based Filtering (CBF) Pada Aplikasi Gereja Toraja Mahanaim Muara Badak Berbasis Android. S1 Teknik Informatika thesis, STMIK Widya Cipta Dharma.
![[img]](https://repository.wicida.ac.id/style/images/fileicons/text.png) |
Text
2343906-S1-Jurnal.pdf Download (1MB) |
|
Text
2343906-S1-TEKNIK INFORMATIKA.pdf Restricted to Repository staff only Download (4MB) | Request a copy |
Abstract
Perkembangan teknologi informasi memberikan peluang bagi gereja untuk meningkatkan kualitas pelayanan melalui pemanfaatan aplikasi berbasis digital. Penyampaian informasi gereja yang masih dilakukan secara konvensional menyebabkan jemaat mengalami kesulitan dalam memperoleh informasi secara cepat dan terstruktur. Selain itu, belum tersedianya fitur rekomendasi renungan mengakibatkan jemaat harus mencari bacaan renungan secara manual sesuai dengan kebutuhan rohani mereka. Penelitian ini bertujuan untuk merancang dan membangun aplikasi Warta dan Rekomendasi Renungan Gereja Toraja Mahanaim Muara Badak berbasis Android serta mengimplementasikan algoritma Content Based Filtering (CBF) sebagai metode rekomendasi renungan. Metode pengembangan sistem yang digunakan adalah Waterfall yang meliputi tahapan analisis, perancangan, implementasi, pengujian, dan pemeliharaan. Aplikasi dikembangkan menggunakan Flutter dengan bahasa pemrograman Dart, Firebase Authentication sebagai layanan autentikasi, Cloud Firestore sebagai basis data, dan Supabase Storage sebagai media penyimpanan berkas. Algoritma Content Based Filtering diterapkan dengan memanfaatkan karakteristik konten berupa tema, kategori, dan keyword pada setiap data renungan untuk menghasilkan rekomendasi yang relevan bagi pengguna. Hasil penelitian menunjukkan bahwa aplikasi berhasil dibangun sesuai dengan kebutuhan pengguna serta mampu menyediakan layanan informasi gereja, seperti warta, berita, renungan, permohonan doa, baptisan, dan informasi kedukaan dalam satu platform. Berdasarkan hasil pengujian menggunakan Black Box Testing, seluruh fitur aplikasi berjalan sesuai dengan fungsinya. ============================================================ Advancements in information technology offer churches opportunities to enhance the quality of their ministry through the use of digital applications. Conventional methods of disseminating church information make it difficult for the congregation to access information quickly and in an organized manner. Furthermore, the absence of a devotional recommendation feature requires congregants to manually search for devotional readings that align with their spiritual needs. This research aims to design and develop an Android based application for the Toraja Mahanaim Muara Badak Church that provides church bulletins and devotional recommendations, while implementing the Content Based Filtering (CBF) algorithm for the recommendation system. The Waterfall model was employed for system development, encompassing the stages of analysis, design, implementation, testing, and maintenance. The application was developed using Flutter with the Dart programming language, Firebase Authentication for authentication services, Cloud Firestore as the database, and Supabase Storage for file storage. The Content-Based Filtering algorithm was implemented by utilizing content characteristics such as themes, categories, and keywords associated with each devotional entry to generate relevant recommendations for users. The research results indicate that the application was successfully developed in accordance with user requirements and is capable of providing various church information services including bulletins, news, devotionals, prayer requests, baptism details, and bereavement notices within a single platform. Black Box Testing confirmed that all application features function as intended.
| Item Type: | Thesis (S1 Teknik Informatika) |
|---|---|
| Additional Information: | Pembimbing 1: Salmon, S.Kom., M.Kom Pembimbing 2: Ivan Haristyawan, S.Kom., M.Kom |
| Uncontrolled Keywords: | Kata Kunci: Flutter, Content Based Filtering, Rekomendasi Renungan, Warta Gereja, Android. Keywords: Flutter, Content Based Filtering, Devotional Recommendations, Church Bulletin, Android. |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Divisions: | Teknik Informatika |
| Depositing User: | 2343906 Midela Geilsca Massolo 2343906 |
| Date Deposited: | 07 Aug 2026 07:00 |
| Last Modified: | 07 Aug 2026 07:00 |
| URI: | http://repository.wicida.ac.id/id/eprint/6406 |
Actions (login required)
 |
View Item |
