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All Journal Seminar Nasional Teknologi Informasi Komunikasi dan Industri JOISIE (Journal Of Information Systems And Informatics Engineering) Jurnal Matematika UNAND Jurnal Teknologi Dan Sistem Informasi Bisnis Indonesian Journal of Electrical Engineering and Computer Science Majalah Ilmiah UPI YPTK Jurnal Ipteks Terapan : research of applied science and education Jurnal Pustaka AI : Pusat Akses Kajian Teknologi Artificial Intelligence Jurnal Sains Informatika Terapan (JSIT) Jurnal Komtekinfo Indonesian Journal of Informatic Research and Software Engineering Jurnal Teknologi JOURNAL OF COMMUNITY SERVICE AND APPLICATION SCIENCE (JCSAS) The Indonesian Journal of Computer Science
Aggy Pramana Gusman
Universitas Putra Indonesia YPTK Padang
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

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Human Resource Management Training To Improve The Performance Of Social Organizations In Optimizing Community Empowerment Programs: Pelatihan Manajemen Sumber Daya Manusia Untuk Meningkatkan Kinerja Organisasi Sosial Dalam Mengoptimalkan Program Pemberdayaan Masyarakat Aggy Pramana Gusman; Andrianof, Harkamsyah; Andrica Putra, Okta
Journal of Community Service and Application of Science Vol. 3 No. 2 (2024): JOURNAL OF COMMUNITY SERVICE AND APPLICATION SCIENCE (JCSAS)
Publisher : KPN Kopertis X

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62769/j0ry1r63

Abstract

Human resource management (HR) training is very important in improving the performance of social organizations in society. In Koto Parak Padang Village, many social organizations focus on community empowerment, but most face obstacles in effective human resource management. Therefore, this community service aims to provide training to managers and members of social organizations in Koto Parak Padang Village about the basic principles of HR management and ways to optimize organizational performance. This training covers topics such as HR planning, recruitment, training, career development, and performance evaluation. Apart from that, participants are also trained in managing conflict and building effective communication in social organizations. The method used in this service is a participatory approach, where participants are actively involved in group discussions and share experiences. Data is collected through surveys and interviews to determine more specific training needs and to evaluate changes after training. The expected result of this activity is an increase in the capacity of managers and members of social organizations in managing human resources more professionally, which in turn can increase the effectiveness of the community empowerment programs being implemented. Thus, it is hoped that this training can make a significant contribution to social and economic development in Koto Parak Padang Village.
Expert System Diagnosa Anak Penderita Autism Dengan Metode Forward Chaining Menggunakan Bahasa Pemograman Java Dan Database Mysql Ramadini, Yane; Mardison; Aggy Pramana Gusman
Jurnal Sains Informatika Terapan Vol. 4 No. 2 (2025): Jurnal Sains Informatika Terapan (Juni, 2025)
Publisher : Riset Sinergi Indonesia (RISINDO)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62357/jsit.v4i3.724

Abstract

Autism disorders in a person generally suffer from birth, lack of sensitivity and parental knowledge about it is the problem so that the disorder is not detected quickly. For some people who are unfamiliar with this, it is very difficult to find information about places that provide this service. Because the process is too long, or lack of socialization for parents who do not understand this disorder. The problems that exist in the UPTD for Disability Services and Inclusive Education which are still diagnosing by relying on experts. The author makes an expert system that can diagnose children with autism with the forward chaining method, namely by answering questions related to the symptoms of autistic disorders according to the symptoms felt. It is hoped that the UPTD for Disability Services and Inclusive Education can be helped, and with this system, the service will be faster and also help the performance of employees at the UPTD for Disability Services and Inclusive Education.
Application Of Cultural Activities In Junior High School Students To Improve Creative Character And Responsibility: Penerapan Kegiatan Kultum Pada Siswa SMP Untuk Meningkatkan Karakter Kreatif Dan Bertanggung Jawab pratiwi, nila; Aggy Pramana Gusman; Mutiana Pratiwi
Journal of Community Service and Application of Science Vol. 4 No. 1 (2025): COMMUNITY SERVICE AND APPLICATION SCIENCE (JCSAS)
Publisher : KPN Kopertis X

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62769/1hdx6d37

Abstract

Various kinds of activities have been made by the school to instill character values ​​in students, which aim to create and strengthen individual characters in accordance with the morals and teachings of the Islamic religion. This research uses a qualitative descriptive research type. A cult is a way to convey good lectures and advice to others in a short and meaningful way. This cult in junior high school is in the form of guidance and counseling to identify students when they are doing activities that can create creativity and responsibility for these activities. This cult once a week on Friday morning, before the learning process begins. This Kultum program (seven-minute lecture) may need to take some time from 7 minutes to 30 minutes. The purpose of holding this student cult, among others, is to provide confidence for junior high school students to appear in public, inspire other students, and provide motivation and religious knowledge for other students. And as for the benefits of holding this student cult, among others, mental training and self-confidence, increasing religious insight, fostering an attitude of respect for fellow students, forming noble morals, improving mindsets, fostering creativity, and sense in students. Characters that are emphasized in this research focus more on character building. creativity, which is a form of personality to creates ideas that are developed and the ability to solve problems that exist within oneself.
Digital Marketing Training and Assistance for MSMEs at INS Kayu Tanam High School: Pelatihan Dan Pendampingan Digital Marketing Bagi UMKM Di SMA INS Kayu Tanam Aggy Pramana Gusman; Hasri Awal
Journal of Community Service and Application of Science Vol. 2 No. 1 (2023): JOURNAL OF COMMUNITY SERVICE AND APPLICATION SCIENCE (JCSAS)
Publisher : KPN Kopertis X

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62769/2cq0pw07

Abstract

Technological developments have created many opportunities for many sectors. One of them is the opportunity for students to start becoming MSME actors. A business that utilizes technological media has a great opportunity to develop. Utilizing technology in a business can be done with digital-based marketing or what is usually called digital marketing. Digital marketing is an online promotional and marketing activity by utilizing social media, e-commerce and other digital platforms. This research focuses on digital marketing assistance and training for MSMEs at SMA Ins Kayu Tanam, Padang City This research aims to identify and analyze the implementation of digital marketing in promotional and marketing activities carried out by MSME students at SMA Ins Kayu Tanam. The method used in this research is descriptive qualitative using observation techniques and focused discussions in collecting data. Based on the research results, the implementation of digital marketing at Ins Kayu Tanam High School has gone well, but there are still obstacles faced, namely that there are still some MSME players who lack understanding of technology
Socialization and Implementation of Digital Media in the Development of Promotional Videos for Guak Lago Camping Ground Tourism Sayuti, Muhammad; Aggy Pramana Gusman; Okta Andrica Putra; Harkamsyah Andrianof; Hasri Awal; Melisa Suardi
Journal of Community Service and Application of Science Vol. 4 No. 2 (2025): COMMUNITY SERVICE AND APPLICATION SCIENCE (JCSAS)
Publisher : KPN Kopertis X

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62769/08zzqf76

Abstract

Nestled in the heart of nature, Bumi Perkemahan Guak Lago holds extraordinary tourism potential, yet remains trapped in the shadow of obscurity. The subject of this community service is a hidden gem awaiting its moment in the spotlight, where promotion still relies on conventional methods with limited reach. The prevailing phenomenon is a paradox: a captivating landscape enjoyed only by a handful of local visitors, while a vast wave of digital tourists actively seeks new destinations that go viral on their screens. This Community Service (Pengabdian kepada Masyarakat/PKM) initiative acts as a bridge, shifting the paradigm by bringing the winds of digital change directly to the managing community. The applied method was a series of transformative interactions, beginning with intensive socialization on the importance of digital media, followed by practical training and direct mentoring in visual content production. This process went beyond mere theory, immersing participants in every stage—from capturing images with smartphones and basic editing to distribution strategies on social platforms. The overall outcome of this activity is commendable: the birth of a professional promotional video entirely crafted by the local community, which now serves not only as a promotional tool but also as a new symbol of pride and self-reliance. The activity successfully ignited the spark of digital literacy, transforming passivity into activity, turning mere site caretakers into confident content creators. Its impact flows like the waters of Guak Lago refreshing, bringing new life, and opening a stronger current of economic opportunities for sustainable village tourism. This empowerment is not an end but the first step on a long journey toward promotional self-sufficiency in the digital era.
Aplikasi Cerdas Prediksi Keberlanjutan UMKM dengan Extreme Learning Machine dan Power BI Eirlangga, Yofhanda; Pramana Gusman, Aggy; farhan Satria, Trinda
Jurnal Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence) Vol 5 No 3 (2025): Pustaka AI (Pusat Akses Kajian Teknologi Artificial Intelligence)
Publisher : Pustaka Galeri Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55382/jurnalpustakaai.v5i3.1448

Abstract

Penelitian ini mengembangkan model berbasis data untuk memprediksi keberlanjutan usaha mikro, kecil, dan menengah (UMKM) menggunakan algoritma Extreme Learning Machine (ELM) dan menyajikan hasilnya melalui dashboard interaktif di Power BI. Data diperoleh dari 500 pelaku UMKM melalui kuesioner yang memuat 46 indikator pada dimensi keuangan, inovasi dan digitalisasi, sumber daya manusia, dukungan eksternal, lingkungan usaha, serta karakteristik pelaku, beserta satu label keberlanjutan (aktif/tidak aktif). Tahapan pra-pemrosesan meliputi pembersihan data, pengkodean variabel kategorikal, dan normalisasi Min–Max, kemudian data dibagi menjadi 80% data latih dan 20% data uji. Model ELM disetel menggunakan grid search terhadap jumlah neuron hidden, fungsi aktivasi, dan koefisien regularisasi L2. Konfigurasi terbaik menggunakan 46 fitur input, 800 neuron hidden, fungsi aktivasi ReLU, dan L2 = 0,1. Pada data uji, model menghasilkan akurasi 0,890, precision 0,820, recall 1,000, dan F1-score 0,901. Evaluasi 5-fold cross validation memberikan rata-rata akurasi 0,820, precision 0,736, recall 1,000, dan F1-score 0,847, yang menunjukkan performa model relatif stabil. Hasil prediksi diintegrasikan ke dalam dashboard Power BI untuk menampilkan skor probabilitas keberlanjutan, kategori risiko, dan profil UMKM secara interaktif guna mendukung pengambilan keputusan berbasis data.
APPLICATION OF THE C4.5 ALGORITHM IN MEASURING CUSTOMER SATISFACTION LEVELS TOWARD SERVICE IN A MINIMARKET Andrianof, Harkamsyah; Aggy Pramana Gusman; Gusman, Okta Andrica Putra
Jurnal Sains Informatika Terapan Vol. 5 No. 1 (2026): Jurnal Sains Informatika Terapan (Februari, 2026)
Publisher : Riset Sinergi Indonesia (RISINDO)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62357/jsit.v5i2.1086

Abstract

Customer satisfaction is a crucial indicator in assessing the service quality of a retail business, specifically at Minimarket Berkah Jaya. Currently, customer satisfaction measurement is conducted manually, resulting in subjective and unstructured data, which hinders management from evaluating and improving service quality effectively. Therefore, this study aims to apply the C4.5 algorithm to measure and classify the level of customer satisfaction. The research data were collected through questionnaires distributed to 50 customers. The classification process used the C4.5 algorithm with attributes: Cashier Service, Shop Assistant Service, Product Completeness, Transaction Speed, and Store Facilities. The algorithm constructed a decision tree based on entropy and information gain calculations. The results indicate that Cashier Service is the most influential factor in determining customer satisfaction at Minimarket Berkah Jaya. The developed system assists management in data-driven decision-making to enhance service quality.
Co-Authors Ahmad Vajri Rahman Andrica Putra, Octa Arsyah, Ulya Ilhami Dian Maulida Eirlangga, Yofhanda Farhan Satria, Trinda Firdaus - Gusman, Okta Andrica Putra Halifia Hendri Harkamsyah Andrianof Harri Kurniawan Hasri Awal Hasri Awal Mardison Mardison Melisa Suardi Muhammad Hafizh Muhammad Pondrinal Muhammad, Abulwafa Mutiana Pratiwi Mutiana Pratiwi NILA PRATIWI, NILA Okta Andrica Putra Pratiwi, Mutiana Ramadini, Yane Rianti, Eva Rindu Rafvia Linostu Riska Robianto Romi Wijaya Sayuti, Muhammad Silky Selfira Surmayanti Surmayanti Triyolla Ivandina Wirda Jihadita Azmi Wirda Jihadita Azmi Yuhandri