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Analisis Internet of Things dalam Monitoring dan Pengelolaan Peralatan Kebersihan Rumah Tangga Dedi Ferdinan Manalu; Adit Jansa; Novan Wijaya
Nusantara Journal of Multidisciplinary Science Vol. 2 No. 11 (2025): NJMS - Juni 2025
Publisher : PT. Inovasi Teknologi Komputer

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Abstract

Penelitian ini bertujuan untuk menganalisis penerapan Internet of Things (IoT) dalam monitoring dan pengelolaan peralatan kebersihan rumah tangga. Latar belakang penelitian ini didasari oleh pentingnya efisiensi energi dan pengawasan alat kebersihan rumah secara real-time yang belum banyak dibahas dalam penelitian sebelumnya. Metode yang digunakan adalah pendekatan mixed methods dengan pengembangan prototipe sistem IoT serta pengumpulan data melalui observasi, wawancara, survei, dan pengujian sistem. Hasil menunjukkan bahwa sistem IoT yang dirancang dapat memantau status alat seperti sapu elektrik dan vacuum cleaner secara langsung serta memberikan informasi mengenai durasi penggunaan dan level baterai. Penerapan teknologi ini terbukti membantu pengguna dalam menghemat energi, memperpanjang umur alat, dan meningkatkan kontrol penggunaan. Namun demikian, kendala seperti kestabilan jaringan nirkabel masih menjadi hambatan dalam penerapan sistem secara optimal. Penelitian ini merekomendasikan perbaikan pada aspek teknis jaringan dan integrasi lebih lanjut dengan sistem smart home
Penerapan Model AI Gemini pada Pengembangan Chatbot Tanya Fiqih Haji dan Umrah Ahmad Farisi; Chriestina, Chriestina; Dafid, Dafid; Adit Jansa
INSOLOGI: Jurnal Sains dan Teknologi Vol. 4 No. 6 (2025): Desember 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/insologi.v4i6.7379

Abstract

This study aims to develop a hybrid mobile application prototype called “Tanya Fiqih Haji dan Umrah” as a supportive consultation medium for Islamic jurisprudence (fiqh) related to Hajj and Umrah. The application utilizes the Gemini 2.5 Flash model with a Retrieval-Augmented Generation (RAG) approach that is restricted to two official references issued by the Indonesian Ministry of Religious Affairs, namely the Hajj Manasik Infographic Book 2025 and the Hajj Supplications and Dhikr Guide 2025. The system is implemented using a modern web-to-mobile hybrid architecture based on React, TypeScript, Tailwind CSS, and Capacitor, enabling deployment as a lightweight Android application with local conversation history storage. System evaluation was conducted through expert validation on ten test questions representing the core themes of Hajj and Umrah fiqh. The results show that 70% of AI responses were categorized as fully aligned with the references, 10% as partially accurate, and 20% as not aligned. These findings indicate that the RAG mechanism helps maintain consistency between AI-generated answers and authoritative literature, potentially reducing hallucination in generative models, although expert clarification remains necessary in certain cases. This study contributes to the application of RAG-based large language models in the domain of Hajj fiqh and offers a technological support tool that may benefit pilgrims, particularly independent pilgrims.
Co-Authors Chriestina, Chriestina Dafid Dafid Dedi Ferdinan Manalu Farisi, Ahmad Novan Wijaya