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All Journal Bulletin of Electrical Engineering and Informatics Jurnal Transformatika WARTA Emitor: Jurnal Teknik Elektro Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika Jurnal Sosial Ekonomi Perikanan Jurnal Ilmiah Dinamika Rekayasa (DINAREK) ITEj (Information Technology Engineering Journals) Swabumi (Suara Wawasan Sukabumi) : Ilmu Komputer, Manajemen, dan Sosial Li Falah: Jurnal Studi Ekonomi dan Bisnis Islam JITK (Jurnal Ilmu Pengetahuan dan Komputer) Jurnal Informatika Universitas Pamulang Jurnal Elektronika dan Telekomunikasi Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Nasional Komputasi dan Teknologi Informasi Jurnal Ilmiah Sinus Ekspose: Jurnal Penelitian Hukum dan Pendidikan Jurnal Teknik Elektro Uniba (JTE Uniba) Indonesian Journal of Electrical Engineering and Computer Science JIKA (Jurnal Informatika) Jurnal Sistem Komputer dan Informatika (JSON) JUKI : Jurnal Komputer dan Informatika GANDRUNG: Jurnal Pengabdian Kepada Masyarakat Jurnal Teknik Informatika (JUTIF) Infotech: Jurnal Informatika & Teknologi Jurnal Pendidikan dan Teknologi Indonesia Arkus Journal of Technology and Informatics (JoTI) Jurnal Abdi Masyarakat Indonesia Waniambey: Journal of Islamic Education International Journal Software Engineering and Computer Science (IJSECS) Prosiding Konferensi Nasional PKM-CSR Jurnal Manajemen dan Teknologi Informasi Jurnal Nasional Teknologi Komputer Duta.com : Jurnal Ilmiah Teknologi Informasi dan Komunikasi Proceeding ISETH (International Summit on Science, Technology, and Humanity) Abdi Teknoyasa Jurnal Pengabdian dan Pemberdayaan Masyarakat Indonesia Jurnal Informatika: Jurnal Pengembangan IT Jurnal Pengabdian Masyarakat dan Riset Pendidikan Jurnal Indonesia : Manajemen Informatika dan Komunikasi Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering) The Indonesian Journal of Computer Science Jurnal Al-Hikmah Way Kanan Journal of Islamic Economic Laws Jurnal Pengabdian Masyarakat Terapan Dirham: Journal of Sharia Finance and Economics
Dedi Gunawan
Universitas Muhammadiyah Surakarta
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Prediksi Faktor-Faktor Yang Mempengaruhi Keputusan Karyawan Meninggalkan Perusahaan Menggunakan Algoritma Random Forest Wibowo, Rama Aziz; Gunawan, Dedi
Jurnal Pendidikan dan Teknologi Indonesia Vol 5 No 8 (2025): JPTI - Agustus 2025
Publisher : CV Infinite Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jpti.915

Abstract

Keputusan karyawan untuk mengundurkan diri dari perusahaan merupakan masalah penting yang dapat mempengaruhi kinerja dan keberlangsungan operasional perusahaan. Memahami faktor-faktor yang mendorong pengunduran diri karyawan sangat penting untuk merancang strategi retensi yang efektif, mengurangi tingkat turnover, dan meningkatkan kepuasan kerja. Penelitian ini bertujuan untuk memprediksi faktor-faktor yang mempengaruhi keputusan karyawan dalam mengundurkan diri dari perusahaan dengan menggunakan algoritma Random Forest, serta mengembangkan model prediksi yang dapat memberikan wawasan bagi perusahaan dalam meningkatkan strategi retensi karyawan. Metode yang digunakan dalam penelitian ini adalah algoritma Random Forest, yang diterapkan pada dataset publik yang diambil dari Kaggle. Proses evaluasi model dilakukan dengan menggunakan metrik akurasi, precision, recall, dan F1-score untuk mengukur kinerja model dalam memprediksi pengunduran diri karyawan. Hasil penelitian menunjukkan bahwa algoritma Random Forest berhasil mencapai akurasi prediksi sebesar 85%. Faktor utama yang mempengaruhi pengunduran diri karyawan adalah tahun bergabung, usia, dan kota tempat bekerja. Dampak penelitian ini diharapkan dapat membantu perusahaan dalam merancang strategi retensi karyawan yang lebih efektif dan berbasis data.
Analisis Sentimen Pengguna X terhadap Perempuan di Lingkungan Kerja Menggunakan Algoritma Machine Learning Muhammad Davit Hilal Fahri; Gunawan, Dedi
Journal of Technology and Informatics (JoTI) Vol. 7 No. 2 (2025): Vol. 7 N. 2 (2025)
Publisher : Universitas Dinamika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37802/joti.v7i2.1087

Abstract

Gender bias against women in the workplace persists, including within digital interactions on social media. This study analyzes user sentiment on Platform X regarding women in professional contexts using three machine learning algorithms: Naïve Bayes, Support Vector Machine (SVM), and Random Forest. A total of 2,336 tweets were collected using 14 gender-related keywords and labeled both automatically using the DistilBERT model and manually through contextual interpretation. The automatic dataset was imbalanced (1,823 negative, 479 positive), while the manual dataset was more balanced (1,196 negative, 1,106 positive). After preprocessing and TF-IDF feature extraction, the data were split using the train_test_split method. Evaluation metrics included accuracy, precision, recall, and F1-score. Random Forest achieved the highest accuracy (79%) on automatic labels but showed class imbalance (F1-score: 0.88 for negative, 0.08 for positive). Meanwhile, models trained on manual labels showed more balanced performance with accuracy between 57% and 59%. A web application prototype was developed using Flask to predict sentiment related to workplace gender issues. The findings highlight the importance of balanced labeling and appropriate algorithm selection to build fair and reliable sentiment analysis models, contributing to more inclusive digital discourse on gender equality.
The Impact of Maqashid Syariah on the Human Development Index (HDI): The Case of Indonesia Ahsanul Amal, Muhammad; Gunawan, Dedi; Choiri, Miftakhul; Badrus Zaman, Akhmad Roja
Journal of Islamic Economic Laws Vol. 7 No. 02 (2024): July
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/jisel.v7i02.6127

Abstract

This study investigates how the Maqashid al-Shariah framework, encompassing the protection of religion (Hifzu al-Din), life (Hifzu al-Nafs), intellect (Hifzu al-Aql), progeny (Hifzu al-Nasl), and property (Hifzu al-Mal), influences Indonesia's Human Development Index (HDI). This study utilises qualitative research methods and incorporates Eviews-12 software for data analysis, notably using panel data regression techniques with selected Common Effect Model (CEM). The research sample included eight provinces, namely: Papua, West Papua, East Nusa Tenggara, West Sulawesi, West Kalimantan, West Nusa Tenggara, North Maluku, and Gorontalo for the timeframe of 2019-2022. The analysis revealed that protecting religion (Hifzu al-Din) and protecting the mind (Hifzu al-Aql) significantly influence Indonesia's HDI. Interestingly, protecting life (Hifzu al-Nafs), offspring (Hifzu al-Nasl), and property (Hifzu al-Mal) did not show a statistically significant direct impact on HDI in this study. One limitation of the study is the reliance on data from only eight provinces, which may not be representative of the whole territory of Indonesia. The novelty of the research lies in its utilization of the maqashid sharia approach to analyze human development indicators in specific provinces of Indonesia, providing a unique perspective on the factors influencing development in Islamic contexts.
Pengembangan Website Informasi Sekolah di Madrasah Ibtidaiyah Muhammadiyah Plumbon, Eromoko, Wonogiri, Jawa Tengah Al Irsyadi, Fatah Yasin; Rahman, Ahmada Auliya; Gunawan, Dedi
Jurnal Pengabdian Masyarakat Terapan Vol 1 No 3 (2024): JUPITER Desember 2024
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jupiter.1.3.41

Abstract

Madrasah Ibtidaiyah Muhammadiyah (MIM) Plumbon merupakan satu dari sekian Madrasah Ibtidaiyah Swasta (MIS) yang berada di wilayah Kabupaten Wonogiri, Jawa Tengah. Berdasarkan observasi yang dilakukan oleh tim pengabdi, terdapat permasalahan di MIM Plumbon di bidang pemasaran dan marketing, yaitu mengenai promosi dan penyebaran informasi terkait MIM Plumbon yang masih sangat terbatas. Solusi yang diberikan kepada MIM Plumbon adalah pengembangan website informasi sekolah yang bisa digunakan sebagai media untuk pemasaran dan marketing. Metode yang dilakukan dalam pemecahan solusi tersebut antara lain : analisis, perancangan aplikasi, implementasi aplikasi, pemaparan dan pelatihan ke mitra, serta simulasi aplikasi dan maintenance. Hasil dari pengabdian masyarakat yang telah dilakukan yaitu terbangunnya website informasi sekolah untuk MIM Plumbon. Selain itu, terdapat peningkatan pengetahuan pada mitra untuk penggunaan website. Jumlah berita yang ada pada website juga meningkat menunjukkan mitra telah dapat menggunakan website dengan baik. Berdasarkan kegiatan yang telah dilakukan, permasalahan yang terjadi di bidang pemasaran marketing telah teratasi.
The Concept of Quality in Islamic Education Management in the Development of Basic Education Rifa’I , Ahmad; SUWANTO, SUWANTO; Syamsuri, Syamsuri; DASIM, DASIM; GUNAWAN, DEDI; ASRORI, M ACHMAD
Waniambey: Journal of Islamic Education Vol. 6 No. 1 (2025): Juni, Waniambey: Journal of Islamic Education
Publisher : Fakultas Tarbiyah, IAIN Fattahul Muluk Papua

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This study analyzes the application of various approaches in the learning process at Madrasah Ibtidaiyah (MI) in Indonesia, with a focus on improving the quality of Islamic education at the elementary level. Using the Systematic Literature Review (SLR) method, this study collects, analyzes, and integrates the results of studies related to the application of effective teaching methods and their impact on the quality of student learning outcomes. The main findings of this study indicate that activity-based and real-life experience approaches, as well as the integration of technology in learning, can increase students' motivation and understanding of Islamic subject matter. The use of interactive learning media and e-learning provides space for students to learn flexibly and deeply, and helps teachers deliver material in a more interesting and easy-to-understand manner. In addition, this study also highlights the importance of the role of teachers in implementing effective methods. Teachers with good pedagogical competence can create a conducive learning environment, which has a positive impact on the quality of education. The involvement of parents and the community was also found to have a significant effect on the quality of education in Madrasah Ibtidaiyah, by supporting the development of students' character. However, despite these successes, this study found challenges related to limitations in facilities and infrastructure, especially in rural areas, which hinder the implementation of innovative methods. In conclusion, this study provides an overview that student-based approaches, teacher professional development, and parent and community involvement are essential to improve the quality of Islamic education in Madrasah Ibtidaiyah, although challenges such as limited distribution of resources and facilities remain major obstacles that need to be overcome.
DOKUMENTASI PENGGUNA SISTEM SKRINING “ANAK TANGGUH”, MEDIA SKRINING DIGITAL AUTISME BERBASIS M-CHAT-R/F DI INDONESIA Rohmah, Arini Nur; Aji Ari Adam; Prilya Shanty Adrianie; Ariefin Nur Hidayat; Amri Zadi Hudaya; Galardhia Zain Azzahra; Naila Khairunnisa; Dedi Gunawan; Yusuf Sulistyo Nugroho
Jurnal Manajemen dan Teknologi Informasi Vol. 15 No. 2 (2025): Jurnal Manajemen dan Teknologi Informasi
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59819/jmti.v15i2.5316

Abstract

There is an increasing prevalence of Autism among Indonesian children. However, limited access, cost, and the lack of Indonesian-language screening tools present significant challenges for parents in the early detection of children with autism. A web-based digital system known as the "Sistem Skrining Anak Tangguh", has been developed in Indonesia. This system employs the M-CHAT-R/F (Modified Checklist for Autism in Toddlers, Revised with Follow-Up) method, which is a well-established tool for autism screening. The potential impact of this system is significant, as it could provide a comprehensive and efficient screening tool for autism in Indonesia. The system has been designed to offer all of its functions in Indonesian-language to increase accessibility and understanding among Indonesians. The system is accessible via web browser, enabling parents to conduct screening independently, at any time and from any location. However, a search for user documentation on the website has not yielded any results. The objective of this research project is to produce user documentation for the Sistem Skrining Anak Tangguh. The present user documentation is expected to engender a number of benefits. It is anticipated that an increase in the utilisation of the screening site will result in enhanced efficacy of its usage by users. This is expected to evolve into a comprehensive solution that will broaden the scope of early autism screening in Indonesia.
Manajemen Inventaris Real-Time dengan Sistem Inventaris Abadi dalam Rantai Pasokan Modern Dedi Gunawan; Tri Agus Setiawan
Jurnal Nasional Teknologi Komputer Vol 1 No 1 (2021): Volume 1 Nomor 1 Oktober 2021
Publisher : CV. Hawari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jnastek.v1i1.156

Abstract

This article explores the implementation of a perpetual inventory management system at 786 Vabe Store, aimed at improving operational efficiency and decision-making capabilities in the modern supply chain. The study begins by discussing the critical role of effective inventory management in today’s fast-paced business environment, emphasizing the benefits of real-time data tracking and increased accuracy in inventory records. The study used a mixed-methods approach, combining quantitative surveys and qualitative interviews to assess the impact of the system on the inventory process. The methodology follows a structured Waterfall Model, encompassing the stages of system design, analysis, and testing. Key findings highlight the successful integration of user-friendly interfaces for data input and reporting, including modules for item entry, user management, supplier information, and sales transactions. Each interface is designed to facilitate seamless interaction, ensuring that staff can efficiently manage inventory and sales processes. Results show significant improvements in transaction processing efficiency and data management. The implemented system has comprehensive output capabilities, allowing users to generate a variety of reports, such as daily, monthly, and annual sales reports, as well as purchasing and inventory reports. These outputs provide valuable insights into sales performance and inventory levels, supporting informed decision making. In conclusion, this study shows that the implementation of a perpetual inventory management system not only streamlined operations at 786 Vabe Store but also improved overall performance, underscoring the importance of integrated inventory solutions in the modern retail environment.
Penentuan Siswa Terbaik Dengan Metode Simple Additive Weighting (SAW) Dalam Sistem Informasi Akademik Berbasis Android Di Paud Delima Vii Bekasi Furqan, Muhammad; Gunawan, Dedi
JUKI : Jurnal Komputer dan Informatika Vol. 5 No. 2 (2023): JUKI : Jurnal Komputer dan Informatika, Edisi Nopember 2023
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53842/juki.v5i2.260

Abstract

The Study discusses implementation the method Simple Additive Weight (SAW) in the android based academic information system in Paud Delima VII Bekasi to determine the best student and provide information relating to the academic. This information system in use to facilitate student academic data management and assist in decision making regarding student achievement assessments and specify the best student. In this study an android information system was developed to allow users to input and manage student data, such as test score, academic achievements, attendance levels, and other attributes that are relevant and will be used as criteria in determining the best students. The Simple Additive Weight (SAW) method is used to assess and provide weight that reflect levels of consistent interest in determining the best student assessment criteria. After weight is given, the system will be calculate the total value of each student by the corresponding value criteria. The highest total student will be regarded as the best. The Simple Additive Weight (SAW) is selected because of its strengths in combining various criteria on a priority scale.
FUNGSI SUPERVISI UNTUK MENINGKATKAN MUTU PENDIDIKAN Dinata, Feri Riski; Ritonga, Hotman Sugeng; Gunawan, Dedi; Nailurrachman, M. Tariq; Nasor, M. Nasor
Jurnal Al-Hikmah Vol. 4 No. 2 (2023): Al-Hikmah Way Kanan
Publisher : LP2M STIT Al-Hikmah Way Kanan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63097/awh.v4i2.55

Abstract

Pendidikan di Indonesia belum maksimal, padahal Indonesia adalah negara yang mempunyai banyak Sumber Daya Manusia (SDM). Tetapi SDM tersebut belum mampu bersaing secara internasional hal ini disebabkan oleh prestasi yang masih rendah. Penelitian ini merupakan studi pustaka terhadap mutu pendidikan di Indonesia. Penelitian ini bertujuan untuk menganalisis peran supervisi pendidikan dalam meningkatkan mutu pendidikan. Metode penelitian yang digunakan dalam penelitian ini adalah metode deskriptif kualitatif. Jenis data yang digunakan dalam penelitian ini adalah data kualitatif, yang dikategorikan menjadi dua jenis, yaitu data primer dan data sekunder. Sumber data diperoleh melalui teknik penelitian kepustakaan (library study) yang mengacu pada sumber yang tersedia baik online maupun offline seperti: jurnal ilmiah, buku dan berita yang bersumber dari sumber terpercaya. Hasil penelitian menyimpulkan bahwa supervisi dirancang untuk mengembangkan dan meningkatkan profesionalisme guru sehingga guru tersebut dapat berkembang dalam pekerjaannya. Tujuannya adalah untuk meningkatkan efektivitas dan efisiensi proses belajar mengajar. Hasil dari penelitian menunjukkan supervisi pendidikan memiliki fungsi berupa koordinator, konsultan, evaluator. Langkah-langkah dalam melakukan supervisi dibagi kedalam 3 langkah, yaitu: perencanaan, pelaksanaan, evaluasi.
SYSTEMATIC LITERATURE REVIEW PENGGUNAAN AHP-TOPSIS DALAM MENYELESAIKAN MASALAH BIDANG PENDIDIKAN Al Farisi, Mu'taz; Gunawan, Dedi
Jurnal Informatika Vol 9, No 4 (2025): JIKA (Jurnal Informatika)
Publisher : University of Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/jika.v9i4.14942

Abstract

Pengambilan keputusan multikriteria merupakan tantangan dalam bidang pendidikan yang menuntut pendekatan objektif dan terstruktur. Metode Analytic Hierarchy Process (AHP) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) banyak digunakan karena kemampuannya menyederhanakan masalah kompleks serta efisiensi komputasinya. Penelitian ini bertujuan melakukan Systematic Literature Review (SLR) terhadap penerapan metode AHP-TOPSIS di bidang pendidikan pada periode 2021–2025. Fokus kajian meliputi konsep dasar, pola integrasi metode, efektivitas, faktor yang memengaruhi akurasi, serta tren publikasi ilmiah dalam lima tahun terakhir. Data diperoleh dari Google Scholar dengan kata kunci “AHP TOPSIS pendidikan” dan “decision support system AHP-TOPSIS.” Dari 200 artikel awal, setelah penyaringan berdasarkan kriteria inklusi dan eksklusi, terpilih 36 artikel yang layak dianalisis. Hasil kajian menunjukkan bahwa AHP umumnya digunakan untuk menentukan bobot kriteria secara hierarkis, sedangkan TOPSIS digunakan untuk merangking alternatif berdasarkan kedekatan dengan solusi ideal. Kombinasi AHP-TOPSIS banyak diterapkan pada sistem pendukung keputusan pendidikan, khususnya dalam seleksi mahasiswa, evaluasi kinerja, dan pemilihan program studi. Efektivitas metode ini dinilai tinggi dalam meningkatkan objektivitas dan akurasi, meskipun tidak semua studi mengevaluasinya secara eksplisit.
Co-Authors Ahimsa Prana Aditya Ahmad M. Fuadi Ahmad Rozin Ahmad. M Fuadi Ahsanul Amal, Muhammad Ahyana Ilham Wibisono Aisyah Mutia Dawis Aji Ari Adam Akida Mulyaningtyas Al Farisi, Mu'taz Aldafi Prana Tantri Alfian Yulianto Ali Zainal Abidin Almira Putri Wibowo amal, Muhammad ahsanul Amri Zadi Hudaya Anas Faridrahman Anfaisa, Anfaisa Ibnu Danar Dana Annisa Kusumastuti Apriliana, Cindi Dila Ardhani, Rahmad Ariefin Nur Hidayat Arrijal Amar Ma'ruf ASRORI, M ACHMAD Avifah Hasna Nur Fadila Avisa Putri Rosyida Ayu Putri Wardhani Badrus Zaman, Akhmad Roja Basuki, Sucipto Bimantyoso Hamdikatama Budi Santoso Dadang Iskandar Mulyana` Dadang Iskandar, Dadang Dandi Katerpilarifai Dandung Rahmatdhan Dasim, Dasim Devi Afriyantari Puspa Putri Dewi Sasika Rani Diah Priyawati Diah Priyawati Dimas Fajar Saputro Dita Pratama Eka Firmansyah Ekasakti, Ganza Wajendra Fahira, Dea Fahlevi, Rezza Fatah Yasin Al Irsyadi fatah yasin irsyadi, fatah yasin Feri Riski Dinata Fitri Kurniawan Galardhia Zain Azzahra Goestjahjanti, Francisca Sestri Hanafi, Syafiq Mahmadah Hanggaraxsha, Irwan Harisnur, Alvian Hasyim Asyari Helmi Imaduddin Hernanda, Rizka Hudzaifah, Salim Maula Husein Ihsan Cahyo Utomo Ilham Adhi Septanto Islam, Syful Ismail Setiawan Istajib Kulla Himmy’azz Ita Permatahati Ivanovick Abdurrakhman Ar Raniri Kaukaban Syarqi Nur Budiono Kumoro, Dwi Ferdiyatmoko Cahya Kun Harismah Kurniawan, Yogiek Indra Kusrini Kusrini Kusumastuti, Annisa Luthfiana Mahendra, Galuh Raka Miftakhul Choiri Mila Faila Sufa Minallah, Aldin Nasrun Muhammad Davit Hilal Fahri Muhammad Furqan, Muhammad Muhammad Iqbal Hafidz Muslimawati, Dinny Patria Nabil Aziz Bima Anggita Nadia, La Ode Abdul Rajab Naila Khairunnisa Nailurrachman, M. Tariq Nasor, M. Nasor Nur Rohmah, Arini Nurasiah Nurasiah Pratomo Budi Santosa Prilya Shanty Adrianie Rahman, Ahmada Auliya Rahmatika, Hamni Kamal Raka Mahendra, Galuh Ramadhan, Muhammad Rivai Putra Reza Rendian Septiawan Rifa’I , Ahmad Ritonga, Hotman Sugeng Robby Nugroho Setyawan Rohmah, Alifah Alfiatur Rohmah, Arini Nur Rosmawati Rusnilawati Sadid, Muhammad Arib Umar safridha Audi Apriliasunfity Salsabilla Nuraini, Arwinda Sania Citra Palupi Saputra, Masud Adhi Septanto, Ilham Adhi Sigit Setiyanto SITI FATIMAH Siti Fatimah Sukoco, Bambang Suwanto Suwanto Syamsuri Tami Rusli Tasya Indriani Titis Sri Wulan Tri Agus Setiawan Umar Ali Ahmad Verania Nur Andika Viki Julian Avinda Nur Ependi Waqiah Wibowo, Rama Aziz Widi Widayat WINANTI, WINANTI Yasir Sidiq Yayuk Chayatun Machsunah Yogatama Dwi Prasetya Yusuf Sulistyo Nugroho Zudana , Kirana Maharani