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All Journal Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Sains dan Informatika JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Journal of Innovation Information Technology and Application (JINITA) Journal of Electrical Engineering and Computer (JEECOM) Jurnal Pengabdian Masyarakat (ABDIRA) Abdimas Altruis: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Mitra Masyarakat (JPMM) The Indonesian Journal of Computer Science Research Journal of Multimedia Trend and Technology Jurnal Riset Sistem Informasi CSRID Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika Saturnus: Jurnal Teknologi dan Sistem Informasi Kesejahteraan Bersama : Jurnal Pengabdian dan Keberlanjutan Masyarakat Masyarakat Berkarya: Jurnal Pengabdian dan Perubahan Sosial
Gustin Setyaningsih
Universitas Amikom Purwokerto
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Nursing Public Health Social Sciences Other

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ANALISIS ASOSIASI PRODUK MENGGUNAKAN ALGORITMA FP-GROWTH UNTUK PENGAMBILAN KEPUTUSAN PENJUALAN DI AREI STORE Syawalia Rahayu; Debby Ummul Hidayah; Gustin Setyaningsih
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 10, No 4 (2025)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v10i4.7662

Abstract

Penelitian ini bertujuan untuk mengidentifikasi pola pembelian konsumen di Arei Store dengan melakukan analisis asosiasi produk menggunakan algoritma FP-Growth. Salah satu tantangan yang dihadapi Arei Store adalah kurang optimalnya strategi pemasaran dan pengaturan stok, yang disebabkan oleh kurangnya pemahaman mengenai kebiasaan belanja pelanggan. Dalam penelitian ini, data yang digunakan merupakan data transaksi penjualan yang dikumpulkan selama periode Agustus hingga Oktober 2024, yang diperoleh melalui sistem manajemen penjualan. Tahapan penelitian meliputi pengumpulan data, praproses untuk menghilangkan noise dan mengatasi data yang hilang, transformasi atribut, serta penerapan algoritma FP-Growth melalui aplikasi RapidMiner dengan parameter minimum support sebesar 0,95 dan minimum confidence sebesar 0,80. Hasil analisis mengungkapkan 35 aturan asosiasi, di antaranya adalah kombinasi produk seperti matras, sleeping bag, dan kasur yang berhubungan dengan pembelian tas dengan confidence mencapai 82,1%, serta tas ransel yang dipadukan dengan sandal dengan confidence sebesar 81,4%. Pola-pola ini dapat dimanfaatkan untuk merumuskan strategi bundling, pengaturan stok, dan perencanaan promosi yang lebih tepat sasaran. Penelitian ini menunjukkan bahwa algoritma FP-Growth efektif dalam menggali wawasan tersembunyi dari data transaksi, serta memberikan rekomendasi praktis untuk meningkatkan daya saing Arei Store di pasar perlengkapan outdoor.
Peningkatan Kompetensi Perangkat Desa dalam Pembuatan Materi Publikasi Berbantuan Artificial Intelligence Gustin Setyaningsih; Muhamad Awiet Wiedanto Prasetyo
Masyarakat Berkarya : Jurnal Pengabdian dan Perubahan Sosial Vol. 3 No. 3 (2026): Agustus: Masyarakat Berkarya: Jurnal Pengabdian dan Perubahan Sosial
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/karya.v3i3.3406

Abstract

The limited artificial intelligence literacy of village officials restricts the use of AI in producing public information materials and lacked an understanding of structured prompt development. This community service activity aimed to improve their understanding and ability to use AI for producing activity news, social media captions, announcements, public service information, and poster concepts. The activity was conducted at Pekuncen Village Hall, Kroya District, Cilacap Regency, and involved nine village officials. A participatory approach was implemented through a pretest, material presentation, demonstration, discussion, guided practice, and posttest. The evaluation instrument consisted of 20 Likert-scale statements covering basic AI knowledge, AI benefits and limitations, prompt development, the use of AI for publication, and data ethics and security. The results showed that the participants’ average score increased from 50.89 in the pretest to 83.44 in the posttest, representing an improvement of 63.97%. The greatest improvement occurred in prompt development skills, with the average score increasing from 2.26 to 4.02. Participants also became more capable of verifying facts, editing AI-generated outputs, and avoiding the use of personal data in public AI applications. These findings indicate that practice-based training can improve village officials perceived understanding and ability to use AI critically, safely, and responsibly.
Pelatihan Penggunaan Aplikasi GURATIS (GURami Automatic counTIng System) pada Petani Ikan Gustin Setyaningsih; Axel Sandi Seno; Rifqi Falih Ramadhan; Banu Dwi Putranto
Jurnal Pengabdian Masyarakat (ABDIRA) Vol 6, No 4 (2026): Abdira, Oktober
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/abdira.v6i4.2301

Abstract

One of the fish farming groups in Beji Village is the Banyu Bening fish farming group. This group comprises 15 members who own land for fish farming. The fish farming group faced difficulties because the counting process was carried out manually. This process is time-consuming and lacks accuracy; consequently, the community service team proposed the use of the GURATIS (GURami Automatic CounTIng System) application. This application is used to count gurami fish eggs automatically, thereby simplifying the counting process for fish farmers. Training and guidance are required for the use of this application so that fish farmers can utilise it properly and effectively. The aim of the training was to provide gurami fish farmers with an understanding of how to use the GURATIS application. The method employed comprised three stages: the preparation stage, the implementation stage and the evaluation stage. The outcome was that the farmers gained an understanding of how to use the GURATIS (GURami Automatic CounTIng System) application, thereby simplifying the process of counting gurami fish eggs.
Perancangan Strategi Sistem Informasi untuk Meningkatkan Daya Saing UMKM Digital: Studi Kasus Cafe Cold N Brew Purwokerto Anugrah Bagus; Zhafran Mahardika; Bathin Daffa Ramadhan; Gustin Setyaningsih
Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika Vol. 4 No. 4 (2026): Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika.
Publisher : Asosiasi Riset Ilmu Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/jupiter.v4i4.1458

Abstract

This study aims to analyze the implementation of information systems and formulate information system strategies at Café Cold N Brew Purwokerto. The café has implemented a digital cashier system to support its daily business operations. A qualitative method with a case study approach was employed, using data collected through interviews with café management and documentation. The findings indicate that Café Cold N Brew utilizes the Hyperpos digital cashier system, supported by Microsoft and developed internally, which is integrated across branches and supports cashless transactions. The system improves transaction speed, sales recording accuracy, and business data management. However, operational activities remain dependent on internet connectivity and the central server. Analysis using the McFarlan Strategic Grid places Hyperpos in the Key Operational quadrant, indicating its critical role in daily operations despite not yet providing strategic differentiation. Value Chain analysis shows that the system mainly supports operational activities, inbound logistics, firm infrastructure, and technology development. The recommended strategy includes improving network and server stability, integrating inventory management, developing sales analysis features, and expanding system utilization to marketing and customer service. These improvements are expected to strengthen decision-making and enhance the café’s competitiveness.
Rancang Bangun Aplikasi Pengaduan Pelanggan Berbasis Web Menggunakan Framework Codeigniter Di Indotechno Purwokerto Casro Casro; Yuli Purwati; Gustin Setyaningsih; Adam Prayogo Kuncoro
Jurnal Sains dan Informatika Vol. 6 No. 2 (2020): Jurnal Sains dan Informatika
Publisher : Pusat Penelitian dan Pengabdian kepada Masyarakat Politeknik Negeri Tanah Laut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34128/jsi.v6i2.244

Abstract

Teknologi yang berkembang sangat cepat berpengaruh besar terhadap kehidupan manusia untuk kemudian dimanfaatkan dalam segala bidang, salah satunya bidang bisnis penyedia barang dan jasa. Indotechno Purwokerto merupakan perusahaan yang berfokus pada jasa penyedia kebutuhan hardware, maintenance, networking, multimedia dan security system. Proses pendataan aduan pelanggan di Indotechno Purwokerto masih menggunakan media kertas dan diolah menggunakan software Microsoft excel yang disimpan di komputer karyawan customer service, selain itu komputer karyawan yang bertugas melayani pengaduan sesuai dengan job descriptionription masing-masing belum saling terhubung satu sama lain. Selain itu pelanggan perusahaan Indotechno harus menghubungi secara langsung melalui call center atau dengan cara mendatangi kantor perusahaan Indotechno untuk menyampaikan keluhannya. Cara ini memiliki keterbatasan dikarenakan pengaduan hanya akan dilayani pada jam dan hari operasional perusahaan saja. Penelitian ini bertujuan untuk merancang dan membangun sebuah aplikasi pengaduan pelanggan berbasis web menggunakan framework codeigniter di perusahaan Indotechno Purwokerto. Pengumpulan data penelitian dilakukan dengan cara observasi, wawancara dan studi literatur. Metode pengembangan sistem menggunakan waterfall. Hasil penelitian ini adalah sebuah aplikasi pengaduan pelanggan berbasis website yang diharapkan dapat memberikan solusi agar pelayanan dan pengolahan data keluhan pelanggan dapat lebih cepat ditangani. Hasil pengujian blackbox menunjukkan bahwa semua fitur dalam aplikasi dapat berjalan sesuai harapan.
Co-Authors Adam Prayogo Kuncoro Agus Junadi Agus Junaidi Alfi Nazilatun Muntafi’ah Andi Saryoko Anugrah Bagus Argiyan Dwi Pritama Axel Sandi Seno Bangkit, Jeffri Prayitno Banu Dwi Putranto Bathin Daffa Ramadhan Casro Casro Donna Setiawati Fiby Nur Afiana Hanun Karomatunnisa Haryani Hera Fitra Heraya Fitria Hidayah, Debby Ummul Ika Romadoni Yunita Irfan Santiko Ito Setiawan Ito Setiawan Kharisma Yulia Fauzi Latifah Adi Triana Melia Dianingrum Muhamad Awiet Wiedanto Prasetyo Muhammad Ikhsan Maulana Muhammad Kholil Muliasari Pinilih Nabila Aprilianti Palupi Pandanarum Rafi Rahmat Dani Rafian Tri Akso Rafli Husain Kurniawan Ranggi Prahraningtyas Aji Retno Waluyo Rifqi Falih Ramadhan Rizki Wahyudi S.M Santi Winarsih Septi Fajarwati Shafirina Arsydini Shidqi Stella Putriseptiyani Septeragil Syawalia Rahayu Toni Anwar Tri Mardani Wiqohyatul Muiza Yuli Purwati Zhafran Mahardika