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All Journal Abdimas: Papua Journal Of Community Service International Journal of Informatics, Information System and Computer Engineering (INJIISCOM)
Faridah, Alfiyyah
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Humanities Computer Science & IT Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mechanical Engineering Social Sciences Other

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AI-Based Chatbot System for Education and Recommendations on the Use of Native Papuan Herbal Plants using the Large Language Models method Aras, Suhardi; Kelian, Maya Nurliati; S, Ilham; Faridah, Alfiyyah
International Journal of Informatics, Information System and Computer Engineering (INJIISCOM) Vol. 6 No. 1 (2025): INJIISCOM: VOLUME 6, ISSUE 1, JUNE 2025
Publisher : Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/injiiscom.v6i1.13575

Abstract

This study develops an AI-based chatbot to provide education and recommendations for using Papuan herbal tea. The goal is to raise awareness and dispel traditional knowledge about Papuan herbal tea, which has historically been weak in local communities. The methods used include problem analysis, literature review, data collection, system testing using Large Language Models (LLM), and implementation using Google Generative AI (Gemini-Pro). This system is designed to analyze text queries and provide relevant answers using text-based query syntax. Pengujian is carried out using the BERTScore method to assess the system's adherence to the reference data. The study's results indicate very good performance, with a rata-rata Precision of 0.58357/58 %, a Recall of 0.66781/66%, and an F1-Score of 0.62205/62. %. More precise recall indicates that the system can capture a lot of pertinent information, even when there are performance differences between questions. This study demonstrates the potential of AI technology to improve understanding between local communities and the general public as well as to support local Papuan kearifan events
Pemanfaatan Microsoft Word Dan Excel Dalam Administrasi Kampung: Pelatihan Bagi Aparat Kampung Saonek Rezki, Rezki; Virasanty Muslimah; Nurdjan, Nirwana; La Jupriadi Fakhri; Muhammad Yusuf; Muhammad Surahmanto; Saiful Ichwan; Mallisa, Bita; Wulandari, Sri; Faridah, Alfiyyah
Abdimas: Papua Journal of Community Service Vol. 7 No. 2 (2025): Juli
Publisher : Lembaga Pengembangan dan Pengabdian Masyarakat Universitas Muhammadiyah Sorong

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33506/pjcs.v7i2.4717

Abstract

Pada era digital, penggunaan teknologi informasi di tingkat pemerintahan desa sangat diperlukan, terutama dalam pengelolaan administrasi yang melibatkan aplikasi seperti Microsoft Word dan Excel. Pelatihan ini bertujuan untuk meningkatkan keterampilan aparat Kampung Saonek dalam menggunakan software tersebut, sehingga dapat mendukung tugas-tugas administratif seperti penyusunan dokumen dan pengelolaan data. Kegiatan pelatihan dilaksanakan di Aula Kantor Desa Saonek selama lima hari, dengan materi yang disesuaikan dengan kebutuhan peserta. Materi meliputi pengenalan antarmuka, pembuatan dokumen, pengaturan tabel, hingga penggunaan fungsi Excel untuk pengelolaan data. Peserta yang terdiri dari aparat desa dan pengurus kampung menunjukkan peningkatan keterampilan dalam mengoperasikan Microsoft Office. Pelatihan ini berhasil memberikan pengetahuan baru yang bermanfaat dalam mendukung tugas administratif dan meningkatkan kualitas pelayanan kepada masyarakat Kampung Saonek. Diharapkan keterampilan ini dapat terus diterapkan dalam kegiatan pemerintahan desa untuk mencapai efisiensi dan efektivitas yang lebih baik.
Co-Authors Aras, Suhardi Ichwan, Saiful Kelian, Maya Nurliati La Jupriadi Fakhri Mallisa, Bita MUHAMMAD YUSUF Nurdjan, Nirwana REZKI, REZKI S, Ilham Sri Wulandari Surahmanto Virasanty Muslimah