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All Journal Patria Artha Technological Journal JURIKOM (Jurnal Riset Komputer) Jurnal Teknologi Dan Sistem Informasi Bisnis Journal of Applied Science, Engineering, Technology, and Education Jurnal Dedikasi Seminar Nasional Pengabdian Kepada Masyarakat Seminar Nasional Hasil Penelitian LP2M UNM Journal of Embedded Systems, Security and Intelligent Systems Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Jurnal MediaTIK JAMP Jurnal Sipakatau
Dary Mochamad Rifqie
Universitas Negeri Makassar
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Minimizing Multiplication of Kernel Computation in Convolutional Neural Networks Using Strassen Algorithm Rifqie, Dary Mochamad; Surianto, Dewi Fatmarani; Jayanegara, Sudarmanto; Fajar B, Muhammad; Fakhri, M. Miftach
Jurnal MediaTIK Volume 6 Issue 2, Mei (2023)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v6i2.1397

Abstract

Convolution neural networks (CNN) have been widely applied for the computer vision task. However, the success of CNN is limited by the computational complexity of the network, so it is difficult for the model to run the inference process in real time. In this paper, we apply Strassen matrix multiplication to reduce multiplications in convolution operations in CNN, in order to get faster execution for CNN. First, we transform the convolution operation into a matrix multiplication operation using the Toeplitz mapping method, then after that, we apply the Strassen method to these matrices. In the end, we compare the number of arithmetic operations (multiplication and addition) in the convolutional layer using Strassen and the standard algorithm. We apply this algorithm implementation in convolution layers 1 and 3 in LeNet-5 Architecture.
Keceriaan dalam Proses Belajar: Upaya Membangun Keterampilan Berhitung dan Membaca pada Siswa Ramli, Hartini; Rifqie, Dary Mochamad; Bhilal, Muhammad; Nurmila
Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Volume 1 Issue No. 1: Juli 2023
Publisher : Lontara Digitech Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61220/kreativa.v1i1.202312

Abstract

Pengabdian ini bertujuan meningkatkan keterampilan berhitung dan membaca siswa di Dusun Matteko Gowa melalui pendekatan yang menggabungkan keceriaan dalam pembelajaran. Dengan metode observasi, pelatihan, dan diskusi, hasil menunjukkan peningkatan signifikan dalam keterampilan siswa, didukung oleh metode pembelajaran yang menarik. Hasil survei dan uji keterampilan memperlihatkan peningkatan kepercayaan diri dan minat siswa, sementara komunitas melaporkan perubahan positif dalam keterampilan akademis anak-anak mereka. Meskipun dihadapi tantangan, pengabdian ini membuktikan bahwa mengintegrasikan keceriaan dalam pembelajaran dapat menciptakan lingkungan belajar positif dan berkelanjutan, memberikan pandangan optimis tentang potensi pendidikan yang memadukan keceriaan dengan pembelajaran efektif. Kesimpulannya, pengabdian ini berhasil menciptakan perubahan positif dalam keterampilan dan semangat belajar siswa di Dusun Matteko Gowa.
Transformasi Literasi Digital melalui Pelatihan Pemanfaatan Media Sosial secara Efektif Surianto, Dewi Fatmawati; Baso, Fadhlirrahman; Surianto, Dewi Fatmarani; Mappangara, Surianto; Rifqie, Dary Mochamad
Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Volume 3 Issue No. 1: July 2025
Publisher : Lontara Digitech Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61220/kreativa.v3i1.20265

Abstract

Integrasi media sosial dalam kehidupan sehari-hari telah membawa perubahan besar terhadap pola komunikasi masyarakat Indonesia. Media sosial bukan hanya menjadi sarana interaksi dan hiburan, tetapi juga berperan dalam penyebaran informasi, pendidikan, hingga peluang ekonomi. Namun, penggunaan yang tidak terarah dapat menimbulkan risiko, seperti kecanduan, cyberbullying, penyebaran misinformasi, dan ancaman keamanan data. Kegiatan pengabdian masyarakat ini bertujuan untuk memberikan pelatihan mengenai penggunaan media sosial secara efektif serta dampaknya, baik positif maupun negatif, kepada masyarakat dan mahasiswa di Kabupaten Sinjai. Metode pelaksanaan meliputi tahap persiapan, pelatihan interaktif, pendampingan singkat, serta evaluasi. Hasil pelaksanaan menunjukkan adanya peningkatan pengetahuan peserta mengenai risiko digital, kesadaran terhadap dampak negatif, serta keterampilan dalam memanfaatkan media sosial secara produktif, misalnya untuk promosi usaha dan pengembangan jejaring sosial. Kegiatan diskusi memperlihatkan transformasi sikap peserta dari penggunaan yang konsumtif menuju pemanfaatan yang lebih produktif. Meskipun terdapat kendala berupa perbedaan keterampilan digital dan keterbatasan waktu praktik, kegiatan ini terbukti efektif dalam meningkatkan literasi digital masyarakat. Secara keseluruhan, pelatihan ini berkontribusi dalam membentuk sikap bijak, produktif, dan aman dalam bermedia sosial serta memberikan implikasi positif bagi peningkatan kualitas interaksi sosial dan kesejahteraan masyarakat.
Peningkatan Literasi Digital dan Menulis Artikel Ilmiah Guru dengan Memanfaatkan Artificial Intelligence Fakhri, M. Miftach; Rifqie, Dary Mochamad; Asriadi, Asriadi; Ismail, Asri; Isma, Andika; Fadhilatunisa, Della
Jurnal Sipakatau: Inovasi Pengabdian Masyarakat Vol. 1 No. 2 (2024): Jurnal Sipakatau
Publisher : PT. Global Research Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61220/jsipakatau.v1i2.245

Abstract

The purpose of this service discusses efforts to increase the capacity of teachers in writing scientific articles by utilising Artificial Intelligence (AI). Through an Action Research approach, teachers are directly involved in the process of improving and developing their abilities in digital literacy and scientific article writing techniques. The community service stage involves systematic steps to achieve the goal of improving teachers' ability to utilise AI. The results of the community service show an increase in teachers' ability to write scientific articles, which is expected to improve the quality of their scientific publications. With a better understanding of AI, teachers are expected to integrate this technology effectively in learning, creating a more innovative and adaptive learning environment. In conclusion, this service makes a real contribution in improving teachers' digital literacy and scientific article writing skills, and provides a foundation for the development of future service activities.
Peningkatan Kompetensi Back End Web Programming: Pelatihan Bahasa Pemrograman JavaScript bagi Mahasiswa Fardan, Muhammad; Rifqie, Dary Mochamad; Rosidah, Rosidah; Affandi, Akhmad; Jayanegara, Sudarmanto; Fakhri, M. Miftach
Jurnal Sipakatau: Inovasi Pengabdian Masyarakat Vol. 1 No. 3 (2024): Jurnal Sipakatau
Publisher : PT. Global Research Collaboration

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61220/jsipakatau.v1i3.246

Abstract

The program proposes and evaluates the implementation of a training titled "Enhancing Competence in Back End Web Programming: JavaScript Training for Students" with the aim of preparing students in web programming competency in the back end domain. A preliminary study is conducted to analyze the initial competency level of students in JavaScript, which serves as the basis for designing a suitable training program. The program is implemented according to the established plan and schedule, while evaluation is carried out by monitoring participant participation and their responses during the socialization activities. The research results are expected to provide an understanding of the effectiveness of the program in enhancing JavaScript skills for back end website development. The conclusions drawn from this research are expected to provide a foundation for the development of students' web programming competencies, particularly in the use of JavaScript for back end development.
Co-Authors Ahmar, Ansari Saleh Akhmad Affandi Akmal Hidayat Andika Isma Anita Candra Dewi Asri Ismail Asriadi Asriadi Asriadi Baso, Fadhlirrahman Bhilal, Muhammad Della Fadhilatunisa Dewi Fatmarani Surianto Djawad, Yasser Abd. Faizal Arya Samman Fardan, Muhammad Fizar Syafaat Hartini Ramli Hendra Jaya Indra Sukma, Indra M. Miftach Fakhri Mappangara, Surianto Muhalim Muhammad Fajar B Muhammad Fardan Muhammad Hasim Mustamin Mustamin Nuridayanti Nuridayanti Nurmila Nurul Mukhlisah Abdal Ramli, Hartini Rezki Angriani Pratiwi Kadir Ridwansyah Ridwansyah Rosidah Rosidah Rosidah Rosidah Rosidah Rustam Efendi Sapto Haryoko Sari, Dessy Ana Laila Sembiring, Rinawati Sudarmanto Jayanegara Sunaryathy, Putri Ida Surianto, Dewi Fatmawati Wahyu Hidayat M