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All Journal International Journal of Evaluation and Research in Education (IJERE) Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Teknik ITS Jurnal Pendidikan Teknik Mesin Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik JUTI: Jurnal Ilmiah Teknologi Informasi Jurnal Simantec QUALITY Jurnal Informatika dan Teknik Elektro Terapan JEB17 : Jurnal Ekonomi dan Bisnis Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer Jurnal Panorama Hukum JEPA (Jurnal Ekonomi Pertanian dan Agribisnis) Jurnal Eksplora Informatika JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI al-Iltizam: Jurnal Pendidikan Agama Islam Studi Arab Jurnal Nasional Komputasi dan Teknologi Informasi MIND (Multimedia Artificial Intelligent Networking Database) Journal JURKAM: Jurnal Konseling Andi Matappa Systemic: Information System and Informatics Journal Nizham Journal of Islamic Studies DIKDAS MATAPPA: Jurnal Ilmu Pendidikan Dasar JUSIM (Jurnal Sistem Informasi Musirawas) Journal of Information Systems and Informatics Jurnal Pemberdayaan Masyarakat Universitas Al Azhar Indonesia Jurnal Teknologi Dan Sistem Informasi Bisnis Jurnal Perspektif: Jurnal Kajian Sosiologi dan Pendidikan KONSELING: Jurnal Ilmiah Penelitian dan Penerapannya JATI (Jurnal Mahasiswa Teknik Informatika) Jatilima : Jurnal Multimedia Dan Teknologi Informasi EduPsyCouns: Journal of Education, Psychology and Counseling Tuturlogi: Journal of Southeast Asian Communication Jurnal Esensi Hukum Mazahibuna: Jurnal Perbandingan Mazhab Jurnal Kreatif : Desain Produk Industri dan Arsitektur LANGUAGE: Jurnal Inovasi Pendidikan Bahasa dan Sastra Collegium Studiosum Journal Al-MIKRAJ: Jurnal studi Islam dan Humaniora PROSISKO : Jurnal Pengembangan Riset dan observasi Rekayasa Sistem Komputer Jurnal Pembelajaran, Bimbingan, dan Pengelolaan Pendidikan Industrial Research Workshop and National Seminar MUMTAZ : Jurnal Pendidikan Agama Islam Jurnal Panrita Analisa: Journal of Social Science and Religion JPOL: Journal of Pedagogy and Online Learning Jurnal Ilmiah Agroust Jurnal Civil Engineering Study Kohesi: Jurnal Sains dan Teknologi Socius: Social Sciences Research Journal Gudang Jurnal Pengabdian Masyarakat Al-Urwatul Wutsqo: Jurnal Ilmu Keislaman Dan Pendidikan Jurnal Manajemen Informatika, Sistem Informasi dan Teknologi Komputer (JUMISTIK) Scientific Contribution Oil and Gas GENIUS: Jurnal Inovasi Pendidikan dan Pembelajaran JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) Jurnal Inovasi Pembelajaran
Ahmad Yusuf
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Analisis Tingkat Kesiapan Manajemen Layanan IT Berdasarkan Service Design Framework Itil V4 Wafrina, Nadiatu; Yusuf, Ahmad; Ananto, Prasasti Karunia Farista
JATISI (Jurnal Teknik Informatika dan Sistem Informasi) Vol 11 No 4 (2024): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Lembaga Penelitian dan Pengabdian pada Masyarakat (LPPM) STMIK Global Informatika MDP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v11i4.8973

Abstract

The implementation of IT service management requires a framework to help companies interpret the form and function of IT implementation. The framework used as a guide for implementing IT service management is ITIL. ITIL V4 contains guidance that focuses on company management and customer satisfaction. The practice in ITIL that is related to the benefits received by the business is service design. FunBahasa as an IT service platform requires standardization of IT services with ITIL V4 practice service design which can help design IT services that are in line with business objectives. A readiness level analysis was carried out to determine the existing conditions at FunBahasa using maturity level indicators in the 4 dimensions of ITIL V4 with the results that The overall level is at level 2, this explains that the process or function has been implemented but has not yet been implemented. There are 3 recommendations for improving services in the organization and people dimension and the information and technology dimension and also 2 recommendations in the partners and suppliers dimension and the value stream and dimensions. processes
Strategi Pengembangan Badan Usaha Milik Desa Joyo Makmur Menggunakan Metode SWOT Yusuf, Ahmad; Budi Setiawan; Fitria Dina Riana
Jurnal Ekonomi Pertanian dan Agribisnis Vol. 9 No. 1 (2025)
Publisher : Department of Agricultural Social Economics, Faculty of Agriculture, Brawijaya University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/

Abstract

BUMDes Joyo Makmur Desa Malo mengelola unit usaha seperti jasa pengangkutan sampah, penyewaan toko UMKM, dan potensi wisata edukasi. Penelitian ini dilakukan bertujuan untuk merumuskan strategi pengembangan BUMDes. Penelitian ini dilakukan dalam ruang lingkup Badan Usaha Milik Desa Joyo Makmur yang bertempat di Desa Malo Kecamatan Malo Kabupaten Bojonegoro dalam rentang waktu bulan Oktober-Desember 2023. Populasi dalam penelitian ini adalah anggota dan karyawan BUMDes Joyo Makmur. Jumlah populasi dalam penelitian ini sebanyak 187 orang yang terdiri dari 175 anggota BUMDes dan 12 pengurus BUMDes. Penelitian ini menggunakan jumlah populasi pengurus atau karyawan BUMDes yaitu 9 orang untuk responden dan 3 orang untuk responden manajer/pimpinan. Teknik pengumpulan data menggunakan metode pencarian data di internet, observasi dan wawancara mendalam. Untuk mengetahui kinerja BUM Desa Joyo Makmur, data yang telah didapat kemudian dilakukan analisis menggunakan SWOT. Strategi Pengembangan Bumdes Joyo Makmur menurut hasil analisis SWOT adalah dengan meningkatkan penjualan dengan menambah pasokan barang yang lebih lengkap, menjalin kerjasama dengan mitra bisnis, meningkatkan pelayanan kepada anggota sesuai dengan kebutuhanya, dan melengkapi sarana dan prasarana.
Pengembangan sistem monitoring admin dan pendaftaran user pada UINSAFOOD berbasis web aplikasi Jauhar, Moch Althaf; Nugroho, Bayu Adhi; Yusuf, Ahmad
JATISI (Jurnal Teknik Informatika dan Sistem Informasi) Vol 12 No 1 (2025): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v12i1.9373

Abstract

Pusat Inkubasi Bisnis UINSA membutuhkan bantuan untuk sistem pemesanan makanan. Saat ini, proses tersebut dilakukan secara manual. Oleh karena itu, pengguna memerlukan bantuan untuk menemukan menu dan vendor. Untuk mengatasi masalah ini, penelitian ini mengusulkan perangkat lunak UINSAFOOD, sebuah platform web yang dikembangkan menggunakan Laravel 10. Aplikasi ini bertujuan untuk menyederhanakan pemesanan makanan dan juga membantu vendor mempromosikan makanan mereka. Penelitian ini menggunakan Extreme Programming (XP), yang melibatkan perencanaan, desain, pengembangan kode, dan pengujian berulang. Hasil penelitian menunjukkan bahwa UINSAFOOD berhasil meningkatkan bisnis, menyediakan pemantauan pesanan secara real-time, dan menyederhanakan sistem pemesanan bagi pengguna.
Komparasi Metode SMOTE dan ADASYN dalam Meningkatkan Performa Klasifikasi Herregistrasi Mahasiswa Baru Risky Agung Nurdian; Mujib Ridwan; Ahmad Yusuf
Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI
Publisher : Maranatha University Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28932/jutisi.v8i1.4004

Abstract

Universities annually accept new students at the beginning of the new school year. In the acceptance of prospective students on the Seleksi Prestasi Akademik Nasional Perguruan Tinggi Keagamaan Islam Negeri (SPAN PTKIN) di State Islamic University Of Sunan Ampel Surabaya, many prospective students who do not register will have an impact on income of the State Islamic University Of Sunan Ampel Surabaya institution. If the institution can find out early on the probability of a prospective student who will resign, then the management can take action to retain the prospective student. To overcome this, data mining classification can be carried out. The methods used in this classification are decision trees and naïve bayes. The number of students who did not re register compared to reregister resulted in the data being imbalanced. Data imbalances can affect the accuracy of the classification results. The imbalance of the data used can result in an unsuitable model. The solution to handle the data imbalance is to use the SMOTE and ADASYN oversampling methods. The purpose of this study was to compare performance of the SMOTE and ADASYN methods. The results show that the SMOTE method can balance the data in a balanced way compared to ADASYN. From the test results, the SMOTE method is more suitable to use than the ADASYN method because the ROCAUC SMOTE value is higher than ADASYN.  
Classification of Fresh and Rotten Fruits and Vegetables Using a Customized Convolutional Neural Network UBAIDILLAH, M SYAFIQ; INDRARTO, REYHAN DANY; ROLLIAWATI, DWI; YUSUF, AHMAD
MIND (Multimedia Artificial Intelligent Networking Database) Journal Vol 10, No 1 (2025): MIND Journal
Publisher : Institut Teknologi Nasional Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26760/mindjournal.v10i1.34-47

Abstract

This research aims to develop a customized Convolutional Neural Network (CNN) model based on ResNet-18 for classifying fruit and vegetable types and freshness. The Fresh and Rotten dataset was used to train and test the model, consisting of 30,357 images across nine fruit and vegetable categories. The model employs three additional blocks to enhance classification capabilities. The study results indicate an average accuracy of 98% for freshness classification and 99% for fruit and vegetable type classification, with consistent training and validation performance. Data augmentation and normalization methods also improved the model's generalization capabilities. These findings highlight CNN's potential as a reliable tool for agricultural product management, supporting efficient distribution and maintaining product quality.
Predicting Respiratory Conditions Using Random Forest and XGBoost Dhiyaussalam, Dhiyaussalam; Yusuf, Ahmad; Wardiah, Isna; Putri, Nitami Lestari
Journal of Information System and Informatics Vol 7 No 2 (2025): June
Publisher : Universitas Bina Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51519/journalisi.v7i2.1124

Abstract

This study examines the performance of Random Forest and XGBoost in predicting the diagnosis and severity of respiratory diseases using a simulated dataset of 2,000 patient records. The models were tested on two classification tasks: identifying disease types (e.g., pneumonia, influenza) and classifying severity levels (mild, moderate, severe). Both models achieved perfect accuracy in severity classification, with 1.0000 ± 0.0000 cross-validation scores, demonstrating strong stability under balanced class distributions. However, in the diagnosis task, Random Forest underperformed on minority classes, particularly pneumonia, with a recall of 0.18 and F1-score of 0.31. XGBoost, on the other hand, achieved superior results across all classes, including minority cases, with 0.9825 ± 0.0170 cross-validation accuracy and perfect test set performance. These findings highlight XGBoost’s robustness in handling imbalanced and multiclass medical data, making it a promising candidate for clinical decision support. Future work should address class imbalance and explore explainability techniques to improve trust and transparency in real-world applications.
UPAYA PENINGKATAN KEMAHIRAN MEMBACA KITAB KUNING SISWA PASCA METODE AMTSILATI PONDOK PESANTREN NGALAH SENGONAGUNG Yusuf, Ahmad

Publisher : Universitas Yudharta Pasuruan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35891/studi arab.v5i2.194

Abstract

Penelitian ini bertujuan untuk mengetahui upaya peningkatan kemahiran membaca kitab kuning siswa pasca metode Amtsilati; metode pengajaran; dan kendala yang dialami oleh guru. Penelitian ini menggunakan pendekatan deskriptif kualitatif dengan bentuk studi kasus (case study). Data primer bersumber dari peneliti, data sekunder bersumber dari catatan-catatan dan gambar, teknik pengumpulan data melalui observasi, wawancara, dan dokumentasi. Teknik analisis data dilakukan melalui reduksi data, penyajian data, dan penarikan kesimpulan. Pengecekan keabsahan data dilakukan trianggulation, member check, dan peer debriefing. Penelitian ini menyimpulkan bahwa upaya yang dilakukan adalah: (1) mengadakan latihan-latihan membaca kitab kuning diluar jam pelajaran pada pukul 14.30 sampai 15.45 WIB setiap Sabtu, Ahad dan Senin; mengadakan les setiap pukul 16.30-17.00 WIB selain Kamis dan Jum’at, dan pembimingan di kamar oleh santri senior. (2) Metode yang diterapkan yaitu : Metode Sorogan, Metode Diskusi, Metode Bandongan/Wetonan, Metode Ceramah, Metode Hafalan, Metode Tanya jawab; (3) Kendala yang dialami yaitu kondisi siswa dalam kelas kurang stabil.
PENGARUH WAKTU APLIKASI DAN DOSIS PUPUK MAJEMUK TERHADAP PERTUMBUHAN DAN HASIL PADI (Oryza sativa L) BERAS HITAM VARIETAS JELITENG DENGAN SISTEM SALIBU Yusuf, Ahmad; Maryani, Yekti; Pamungkas, Djoko Heru
JURNAL ILMIAH AGROUST Vol 5 No 2 (2021): Jurnal Ilmiah Agroust
Publisher : Universitas Sarjanawiyata Tamansiswa

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

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh waktu aplikasian dan dosis pupuk NPK terhadap pertumbuhan dan hasil salibu padi hitam varietas jeliteng. Penelitian ini dilakukan di Pusat Pelatihan Pertanian dan Pedesaan Swadaya (P4S) “Lestari Makmur”, jalan Wates Km. 12 Dusun Semampir, Desa Argorejo, Kecamatan Sedayu, Kabupaten Bantul, Yogyakarta selama kurrang lebih 90 hari. Dengan ketinggain tempat 88 mdpl, jenis tanah regosol, dengan pH tanah 5,5 – 7, suhu rata – rata yaitu 26 - 32°C, dan curah hujan yaitu 1.654 mm/tahun. Penelitian dilakukan dengan percobaan faktorial 3 x 3 dengan menggunakan rancangan acak kelompok lengkap (RKAL) meliputi 2 faktor yaitu waktu aplikasian yang terdiri atas 3 level yaitu : waktu aplikasian 30 HSP (A1), 30 dan 35 HSP (A2), 30, 35, dan 40 HSP (A3). Faktor kedua adalah dosis pupuk NPK yang terdiri atas 3 level meliputi : dosis pupuk NPK 300 kg/ha (Y1), 400 kg/ha (Y2), 500 kg/ha (Y3). Analisis data dengan menggunakan sidik ragam dengan menggunakan Uji Jarak Berganda Duncan (DMRT) Duncan Multiple Range Test pada taraf α = 5%. Hasil analisis sidik ragam menunjukkan bahwa perlakuan kombinasi waktu aplikasi dan dosis pupuk majemuk NPK menunjukkan adanya interaksi pada variabel bobot kering brangkasan, persentase gabah isi, dan bobot 1000 butir gabah, sedangkan pada variabel tinggi tanaman, jumlah anakan, berat segar brangkasan, panjang malai, jumlah anakan produktif, dan persentase gabah isi menunjukkan tidak adanya interaksi. Kemudian pada perlakuan waktu aplikasi pupuk majemuk NPK menunjukkan tidak berpengaruh terhadap hasil salibu padi hitam varietas Jeliteng, dan juga pada perlakuan dosis pupuk majemuk NPK menunjukkan tidak berpengaruh terhadap hasil gabah per hektar salibu padi hitam varietas Jeliteng.
Heutagogical Approach in Professional Development for Teachers in Indonesian Madrasah: Fostering Autonomy and Innovative Teaching Practices Muhid, Abdul; Yusuf, Ahmad; Ridho, Ali
MUMTAZ : Jurnal Pendidikan Agama Islam Vol 5 No 1 (2025): June 2025
Publisher : Program Studi Pendidikan Agama Islam, Fakultas Tarbiyah, Institut Agama Islam (IAI) Ibrahimy Genteng Banyuwangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69552/mumtaz.v5i1.3036

Abstract

This study aims to explore the implementation of heutagogy in teacher professional development in Indonesian madrasah using social media platforms as a learning tool. The main question addressed is how the heutagogical approach can enhance learning autonomy and promote teaching innovation among madrasah teachers. The study utilizes a Design-Based Research (DBR) approach to develop and test a professional development model based on heutagogy. The findings show that the implementation of this approach successfully increased teacher autonomy, fostered more innovative teaching practices, and facilitated collaboration through social media. This research makes a significant contribution in understanding how heutagogical approaches can improve the quality of teacher professional development in the digital age.
TINJAUAN YURIDIS PIDANA TAMBAHAN PEMECATAN TERHADAP OKNUM TNI YANG MELAKUKAN PENYALAHGUNAAN NARKOTIKA Nahor, T. Banjar; Ngadiyanto; Yusuf, Ahmad
Collegium Studiosum Journal Vol. 8 No. 1 (2025): Collegium Studiosum Journal
Publisher : LPPM STIH Awang Long

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56301/csj.v8i1.1614

Abstract

This study aims to determine the law enforcement mechanism against TNI members involved in narcotics abuse, sentenced to additional punishment of dismissal from military service and the impact of imposing additional punishment of dismissal from military service can reduce the level of narcotics abuse in the TNI environment. This study is a type of normative legal research. The results of the study concluded that law enforcement against TNI soldiers who commit narcotics abuse crimes are sentenced to additional punishment of dismissal based on Article 127 Paragraph (1) letter a of the Republic of Indonesia Law Number 35 of 2009 concerning Narcotics Juncto Article 26 of the Criminal Code Juncto Article 190 Paragraph (1), Paragraph (3) and Paragraph (4) of the Republic of Indonesia Law Number 31 of 1997 concerning Military Justice and other relevant statutory provisions, then the defendant Peltu Mulyawan should be punished and additionally dismissed from military service. The imposition of additional criminal penalties of dismissal can reduce the number of drug abuse in the TNI environment by imposing a principal prison sentence and an additional sentence in the form of dismissal from military service, as has been decided by the Panel of Judges against the Defendant Peltu Mulyawan. If in a settlement of a narcotics crime case committed by a TNI soldier, the judge does not impose an additional criminal sentence of dismissal, then this will actually have the effect of disrupting discipline and greater military interests with the presence of soldiers who commit narcotics crimes on duty, because the negative impacts caused by narcotics in the form of nerve damage and mental health as well as physical decline due to narcotics, will make devotion less than optimal.
Co-Authors A. Alfiani Damayanti Abdul Muhid, Abdul Abna Hidayati Ade Yuliana, Ade Adhi Kusuma Adi Nugroho, Bayu Adjani, Kannisa Afzal Fikri Hartono Ageel Saputra Ahmad Aufa Ahmad Ma’ruf Ahmad, Fadlil Khaery Ahrar, Muhammad Rifki Akhirul Ramadhani Alfiyani Ali Ridho Alva Hendi Muhammad Alya Fadilah Amala, Alla Amin, Faris Mushlihul Amiruddin, Muhammad Majdy Amirudin, Yoyok Andi Muh. Ramadhan AS Ansar Suherman, Ansar Arcelus-Ulibarrena, Juana Maria Ardana, Abelia Aris Munandar Aztrid Fithrayani Bambang Sigit Widodo Bayu Adhi Nugroho Budi Setiawan Budiman Sulaeman, Budiman Chanda Aprilindra Citra, Ratna Delmira Syafrini Deni Andika Desi Lestari Devinta Nurul Fitriana Dhiyaussalam, Dhiyaussalam Diah Retno Djoko Heru Pamungkas Djoko Heru Pamungkas Djoko Rubyanto Fadhilah Rohman Fanny Septi Wulandari Farhat Mu'afy, Muhammad Febri Prasetya Fitria Dina Riana Fortuna, Aprilla GALIH PAMUNGKAS, WARDANA García, Juan Luis Cabanillas Ginardi, R.V. Hari Gustiani Handayani Tjandrasa Handayani, Yusrina Handi Wiyono Hasbahuddin, Hasbahuddin Haslinda Haslinda, Haslinda Hendri Ardiansah Henny Leidiyana Herlinawati Herlinawati Hikmayanti, Nurul I MADE ARSANA Ida Hastuti, Ida Imam Budiawan INDRARTO, REYHAN DANY INTAN PRATIWI, YESINA Ismail Isye Arieshanti Jamilah Jamilah Jauhar, Moch Althaf Jondar, Aloysius Karimi, Amir Khalid Khatima, Ashlifatul Kusaeri Kusaeri Kusrini Kusrini Kusrini, Kusrini LAILATUL FITRIAH M Nur Kholis M. Abdul Aziz M. Daffa Munjazi Mahyudin Mahyudin Maulidiah Maykam, Mawaddatul Mayunita, Sry Megawati Mohammad Badrul, Mohammad Muhammad Ade Wahyudi Muhammad Ilham Bakhtiar Muhammad Ridwan Muhammada Mujib Ridwan Murtadha, Muhammad Rizki Najicha, Fatma Ulfatun NATA, M. NASIR Ngadiyanto Nida, Dzikrina Khoirun Niken Ayu Setifani Niki Etruly Nita Yalina Novaria, Eva Nugroho, Agus Setiyo Budi Nur, Muhammad Rizqi Nurdian, Risky Agung Nurfadillah Nurdin Nurhamzah, Wahyu Nurhidayatullah Nurhidayatullah, Nurhidayatullah NURQOIM WALINNAIM, MUHAMMAD Nurul Hidayah Nurul Hikma Nusair, Abuyamen Permadi, Sulton Bagus Prasasti Karunia Farista Ananto Prastiyono, Hendri Putra, MZidane Andhika Putri Putri, Putri Putri, Nitami Lestari Rahman, Krisnayana Gumelar Rahmi Raja Pande Munthe Ramadhani, Aisyah Reza Obi Mayu Rifaldi, Moch. Ramzy Riska Risky Agung Nurdian Roihan Masyhuri Lubis Roliawati, Dwi Rolliawati, Dwi Romansyah Romansyah Sahabuddin Salman, Amna Saraya, Sitta Sarina Septian May Paroz Siti Aisyah Sakinah. M SITTI HAJAR Solihatin Nasihah sri murtini . Suhaila, Suhaila Suprajitno Munadi SUTALHIS, M. Syafril Syafril Syarifudin, Farid T. Banjar Nahor Tamama, Muna Badru Tiara Septiani Tirta Priambadha Toto Tohir UBAIDILLAH, M SYAFIQ Utomo, Sigit Tri Wafrina, Nadiatu Wahira Wanvy Arifha Saputra wardiah, isna Wida Rahayuningtyas Widodo, Agus Purbo Widyansyah, Aldi Putra Wijaya, Mirza Mahbub WIWIK SRI UTAMI Yekti Maryani Yosep Santosa Zuwirna, Zuwirna