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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Techno.Com: Jurnal Teknologi Informasi Jurnal Simetris Prosiding SNATIF Intelektualita Jurnal SIMADA (Sistem Informasi dan Manajemen Basis Data) E-Dimas: Jurnal Pengabdian kepada Masyarakat Jurnal Rekayasa Sipil dan Lingkungan Jurnal Ilmu Pangan dan Hasil Pertanian Sistemasi: Jurnal Sistem Informasi International Journal of Artificial Intelligence Research KREDO : Jurnal Ilmiah Bahasa dan Sastra Jurnal Ilmiah Peuradeun JURNAL LENTERA : Kajian Keagamaan, Keilmuan dan Teknologi JURNAL INTEGRASI Al-Albab Syntax Literate: Jurnal Ilmiah Indonesia JURNAL MUQODDIMAH : Jurnal Ilmu Sosial, Politik dan Hummaniora Jurnal Ilmiah KORPUS Jurnal Otomasi Kontrol dan Instrumentasi IRJE (Indonesian Research Journal in Education) Edukasi Islami: Jurnal Pendidikan Islam Jurnal DISPROTEK JUTIM (Jurnal Teknik Informatika Musirawas) RISTEKDIK : Jurnal Bimbingan dan Konseling Tribakti: jurnal pemikiran keIslaman Jurnal Nasional Komputasi dan Teknologi Informasi QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT JURTEKSI Idaarah: Jurnal Manajemen Pendidikan JOISIE (Journal Of Information Systems And Informatics Engineering) EDUMATIC: Jurnal Pendidikan Informatika Widya Balina :Jurnal Ilmu Pendidikan dan Ekonomi Jurnal SITECH : Sistem Informasi dan Teknologi JURNAL TEKNOLOGI INFORMASI Business Innovation and Entrepreneurship Journal Jurnal Review Pendidikan dan Pengajaran (JRPP) Accounting and Management Journal Pena Justisia: Media Komunikasi dan Kajian Hukum Mudir : Jurnal Manajemen Pendidikan Jurnal Teknologi Informasi dan Pendidikan Al-Bayan: Jurnal Ilmu al-Qur'an dan Hadist Jurnal Manajemen Informatika dan Sistem Informasi Jurnal Mekanova : Mekanikal, Inovasi dan Teknologi bit-Tech Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Abdimas Toddopuli: Jurnal Pengabdian Pada Masyarakat JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Ilmiah Profesi Pendidikan Jurnal Abdi Insani Jurnal Teknik Informatika C.I.T. Medicom International Journal of Marine Engineering Innovation and Research Jurnal Sistem Komputer dan Informatika (JSON) AT-TASYRI' Jurnal Ilmiah Prodi Muamalah Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Tunas Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI) Prominent : Journal of English Studies Jurnal Teknik Informatika (JUTIF) Journal of Information Technology Ampera Kalamuna International Journal of Social and Management Studies (IJOSMAS) Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Computer Science and Information Technology (CoSciTech) RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI Journal of Software Engineering Ampera Progress in Social Development Journal of Sharia Economics JIHBIZ :Global Journal of Islamic Banking and Finance. Jurnal Ilmiah Wahana Pendidikan International Journal of Economics, Management, Business, and Social Science Jurnal Media Informatika ACADEMIA: Jurnal Inovasi Riset Akademik Edu Cendikia: Jurnal Ilmiah Kependidikan Humantech : Jurnal Ilmiah Multidisiplin Indonesia Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat International Journal of Research and Applied Technology (INJURATECH) JIMEBIS Journal of Education Research Muria Jurnal Layanan Masyarakat CITIZEN: Jurnal Ilmiah Mulitidisiplin Indonesia USRAH: Jurnal Hukum Keluarga Islam Jurnal Locus Penelitian dan Pengabdian Jurnal Manajemen Agribisnis dan Agroindustri Bhakti Nagori (Jurnal Pengabdian kepada Masyarakat) Jurnal Kesehatan Kusuma Husada Jurnal Sistem Informasi Dan E-Bisnis Mudabbir: Journal Research and Education Studies Jurnal Sains Informatika Terapan (JSIT) Jurnal Kreativitas dan Inovasi (Jurnal Kreanova) Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Prosiding Simposium Nasional Rekayasa Aplikasi Perancangan dan Industri Jurnal Pengabdian dan Pengembangan Masyarakat Indonesia Jurnal Kajian Islam Modern Abdimas Indonesian Journal Prioritas : Jurnal Pengabdian Kepada Masyarakat Terob : Jurnal Pengkajian dan Penciptaan Seni Journal of Multimedia Trend and Technology Indonesian Journal Education Al-DYAS : Jurnal Inovasi dan Pengabdian kepada Masyarakat Al-Iqtishadiah: Jurnal Hukum Ekonomi Syariah EKOBIS SYARIAH Jurnal Masyarakat Madani Indonesia Indonesian Research Journal on Education IC Tech: Majalah Ilmiah Journal of Islamic Education Studies IPTEK: Jurnal Hasil Pengabdian kepada Masyarakat Madani: Multidisciplinary Scientific Journal Dedikasi Saintek Jurnal Pengabdian Masyarakat JURNAL HANDAYANI PGSD FIP UNIMED J-ENSITEC (Journal of Engineering and Sustainable Technology) Journal International Dakwah and Communication JRIIN :Jurnal Riset Informatika dan Inovasi JIM : Journal Of International Management Buletin Utama Teknik Causa: Jurnal Hukum dan Kewarganegaraan SENADA : Semangat Nasional Dalam Mengabdi Darma Cendekia Jurnal Pengabdian Masyarakat Jurnal PRINTER : Jurnal Pengembangan Rekayasa Informatika dan Komputer Bencoolen Journal of Pharmacy Jurnal Manajemen Informatika, Sistem Informasi dan Teknologi Komputer (JUMISTIK) Azkayra: Jurnal Pengabdian Masyarakat dan Sosial Jurnal Aktor SENMEA Tribakti: Jurnal Pemikiran Keislaman Emitor: Jurnal Teknik Elektro semanTIK International Journal of Kita Kreatif Fatih: Journal of Contemporary Research International Journal of Sustainable English Language, Education, and Science ⁠International Journal of Asian Pacific Community Service Al-Mabsut: Jurnal Studi Islam dan Sosial JESICA KARIR Jurnal Ilmiah Manajemen INOVTEK Polbeng - Seri Informatika DEDIKASI SAINTEK Jurnal Pengabdian Masyarakat Kajian Ilmiah Mahasiswa Administrasi Publik (KIMAP) Jurnal Forum Perpustakaan Perguruan Tinggi Indonesia Signal and Image Processing Letters Parewa Saraq: Journal of Islamic Law and Fatwa Review Mantis Journal of Fisheries Gemi: Jurnal Penelitian dan Pengabdian Journal of Science and Mathematics Education GENFABET: Jurnal Pendidikan Dasar International Journal of Artificial Intelligence and Science Teknofile, Jurnal Sistem Informasi An-Nahdloh: Journal of Education and Islamic Studies SAKAAI Kajian Sosial dan Humaniora IC Tech: Majalah Ilmiah New Economy Jurnal Pengabdian Kepada Masyarakat Indonesia
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Manajemen dan Gaya Kepemimpinan dalam Mengembangkan Pondok Pesantren Sudarsono, Sudarsono; Arifin, Muhammad
Widya Balina Vol. 8 No. 2 (2023): Jurnal Ilmu Pendidikan dan Ekonomi
Publisher : widya balina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53958/wb.v8i2.365

Abstract

Kedudukan pondok pesantren hampir-hampir tidak bisa dipisahkan dari kehidupan umat Islam Indonesia. Lembaga pendidikan Islam tertua ini sudah dikenal semenjak agama Islam masuk ke Indonesia. Sejarah pesantren merupakan bagian yang tidak dipisahkan dari sejarah pertumbuhan masyarakat Indonesia. Hal itu dapat dibuktikan bahwa semenjak kurun kerajaan Islam pertama di Aceh dalam abad pertama Hijriyaah. Pondok pesantren adalah lembaga pendidikan Islam yang tertua di Indonesia. Peranannya sangat penting dalam mencerdaskan kehidupan bangsa dan rakyat Indonesia yang telah tercatat dalam sejarah. Semangat pengabdian itu tetap berlangsung sampai saat ini. Sebagaimana, dilakukan oleh Pondok Pesantren Darul Falah Pagutan yang terus melakukan upaya pengembangan dalam proses pengabdian kepada masyarakat luas. Dewasa ini Pondok Pesantren Darul Falah Pagutan sadar betul bahwa tantangan yang dihadapi pondok pesantren bukan saja tuntutan pengabdiannya yang harus ditingkatkan, akan tetapi juga tuntutan untuk mempertahankan eksistensinya. Tantangan inilah yang menyadarkan semua pihak untuk meningkatkan usaha-usaha pembinaan mutu pendidikan dan meningkatkan kualitas manajemen pondok pesantren sesuai dengan harapan Agama dan Bangsa.
The pedagogical competence of teachers in enhancing student creativity based on information technology Andre , Lesis; Nurhidayah, Josanti; Gafur, Syahrul; Husna, Atina; Meri, Rita; Daniah; Putra, Edo; Zoningsih, Meta Yupitri; Arifin, Muhammad; Tunnazia, Aqilla; Sukinah, Endang; Fauzi, Muhammad; Putra, Debi Kumala
Indonesian Research Journal in Education |IRJE| Vol. 9 No. 02 (2025): IRJE |Indonesian Research Journal in Education
Publisher : Universitas Jambi, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22437/irje.v9i02.46710

Abstract

This research aimed to understand how teachers' teaching skills can help students improve their creativity by utilizing information technology at one elementary school. The method applied was qualitative, with a case study approach that emphasized teachers in the classroom as the primary focus. Data were collected through interviews, observations, and documentation, then analyzed using qualitative descriptive methods. This research indicates that teachers with practical teaching skills can utilize various digital applications and media in the classroom to encourage students' creativity. Students' creativity increases, as seen by their ability to express ideas, create digital works, and complete school assignments differently. These findings prove that using information technology in learning by pedagogically skilled teachers positively influences the development of students' creativity. This research recommends that teachers improve their pedagogical skills, especially in technological literacy, to improve the quality of the learning process and students' creativity.
Quality Assurance System in Improving the Quality of Education in Schools Mohzana Mohzana; Arifin, Muhammad; Iswahyu Pranawukir; Ardhana Januar Mahardhani; Ahmad Hariyadi
Mudir : Jurnal Manajemen Pendidikan Vol. 6 No. 1 (2024): January : Mudir: Jurnal Manajemen Pendidikan
Publisher : Prodi. Manajemen Pendidikan Islam, Fakultas Tarbiyah, Institut Pesantren Sunan Drajat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55352/mudir.v6i1.830

Abstract

This research aims to describe a quality assurance system in improving the quality of education. The method used is a field description. The approach is a qualitative approach. The data collection methods used are observation, interviews and documentation. The stages in data analysis techniques are, collecting data, reducing data, presenting data and drawing up research. The results of this research are as follows, 1. The quality assurance system in improving the quality of education in schools has not been running well, one of which is the participation of education stakeholders to support quality development, and lack of funding allocation, 2. There are several factors inhibiting the quality assurance system in improving The quality of education in schools is as follows, the self-evaluation tools used in self-evaluation activities in schools have not been used optimally and also all teachers and parents have not been able to optimize school self-evaluations. 3. Efforts made to overcome factors inhibiting the quality assurance system in improving the quality of education in schools are improving quality fulfillment, increasing quality priorities that have not been achieved, improving quality findings and improving aspects of quality improvement.
The Impact of Recitation and Zikr Tastafi on Religious Social Life; Studies in the City Areas of Banda Aceh, Pidie, and North Aceh Arifin, Muhammad
Tribakti: Jurnal Pemikiran Keislaman Vol. 34 No. 1 (2023): Tribakti: Jurnal Pemikiran Keislaman
Publisher : Universitas Islam Tribakti (UIT) Lirboyo Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33367/tribakti.v34i1.3035

Abstract

As a religious nation, Indonesia places religion as the basis for moral, spiritual, and ethical development. Majelis ta'lim is an Islamic non-formal educational institution that has its position in society because the ta'lim assembly is a forum for fostering and developing religious life to form a pious community to Allah SWT. In Aceh, one of the ta'lim assemblies that have an important role in people's lives is the Majlis Zikir Tastafi (Sufism, Tawhid, and Fiqh). Majlis Tastafi is unique compared to others, with a busy congregation spread throughout Aceh with a good network and organizational structure. This study aims to examine the impact of Tastafi's recitation and remembrance on the socio-religious life of the community and to see the community's interest in attending the recitation. This study uses qualitative methods with an in-depth interview and meticulous observation techniques. The results showed that Tastafi's recitation and remembrance had a good impact on the socio-religious life of the community. In addition, the community's interest in participating in Tastafi's recitation and remembrance was very high because it is driven by the desire to gain religious knowledge and inner strength through zikr.
PEMBERDAYAAN MASYARAKAT MELALUI PROGRAM SEMERU GUNA MENINGKATKAN PENGETAHUAN ANAK DI PANCUR BATU, DELI SERDANG Arifin, Muhammad; Batubara, Oktia Elfriza; Annisa, Dewi Sry
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 5 No. 3 (2021): SEPTEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (694.645 KB) | DOI: 10.32832/abdidos.v5i3.928

Abstract

Dewasa ini negara Indonesia khususnya Sumatera Utara sedang dihadapkan oleh permasalahan pendidikan. Permasalahan yang krusial adalah terkait belum maksimalnya perhatian pemerintah dan tenaga pendidik sehingga mengakibatkan beberapa desa di Sumatera Utara tidak mendapatkan pendidikan yang layak dan cenderung menjadi kurang diperhatikan. Menurut UU 20 Tahun 2003, pendidikan adalah usaha yang bertujuan dan terorganisir untuk menciptakan lingkungan dan proses belajar dimana peserta didik secara aktif mengembangkan potensi dirinya untuk kekuatan spiritual keagamaan, pengendalian diri, kepribadian, kecerdasan, akhlak mulia, dan bakat. Masyarakat, bangsa, dan negara adalah semua hal yang mereka butuhkan. Pendidik adalah guru, dosen, konselor, tutor, widyaiswara, tutor, instruktur, fasilitator, dan tenaga kependidikan lainnya yang ikut serta dalam penyelenggaraan pendidikan dan memenuhi persyaratan sebagai guru, dosen, konselor, tutor, widyaiswara, tutor, instruktur, fasilitator, dan sebutan lain berdasarkan spesialisasinya. Melihat permasalahan ini Unit Pelaksana Teknis (UPT) Perpustakaan UMSU Universitas Muhammadiyah Sumatera Utara dan Relawan Perpustakaan menghadirkan suatu lingkungan belajar yang dinamai dengan Sekolah Mengajar Relawan Perpustakaan Universitas Muhammadiyah Sumatera Utara (SEMERU) di Desa Pancur Batu, tepatnya di Kampung Outbound Deli Serdang, Sumatera Utara.
SELF LOVE EDUCATION ON TO MAINTAIN MENTAL HEALTH IN THE DIGITAL ERA TO CREATE A PRODUCTIVE, HEALTHY, AND HAPPY YOUNG GENERATION Sety, La Ode Muhamad; Nurfadilah H, Siti; Handayani, Listy; Salsabila, Syefira; Rohadi, Melia Pradita; Arifin, Muhammad; Yasmin, Dhira Fijri
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 8 No. 4 (2024): DESEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v8i4.2499

Abstract

Mental health issues are the fifth largest contributor to the global disease burden and one of the main risk factors for morbidity and mortality among adolescents. This community service aims to increase teenagers' knowledge about the concept of self-love as an effort to maintain mental health. This activity was conducted at SMA Negeri 9 Kendari in November 2024 with the students as a target, totaling 30 people. The stages of this activity consisted of audience/socialization, data collection of prospective participants, identification of mental health issues among students, dissemination process (self-love education and distribution of flip charts, leaflets, and posters Medias to the school and Benu-Benua Health Center). As well as evaluation using the comparison of pre-test and post-test scores. All stages of this activity went well and smoothly, the school fully supported this activity, and the participants showed high enthusiasm during the education and discussion process. The evaluation result shows an increase in students' knowledge about self-love as an effort to maintain mental health after the education was conducted. Thus, it is hoped that schools and community health centers will regularly provide education on self-love to all students or adolescents to address potential mental health risks.
DAMPAK PERSELINGKUHAN ORANG TUA TERHADAP PERILAKU SOSIAL ANAK (STUDI KASUS KECAMATAN CEPOGO KABUPATEN BOYOLALI) Prasidarini, Rifka Ilma; Arifin, Muhammad
Al-Mabsut: Jurnal Studi Islam dan Sosial Vol 18 No 2 (2024): SEPTEMBER
Publisher : Institut Agama Islam Ngawi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56997/almabsut.v18i2.1463

Abstract

 Abstract: This research was motivated by the writer’s concern regarding the impact of social behavior on children who commit infedelity in Cepogo District, Boyolali Regency. The aim of this research is to explore the impact experienced by children of parents involved in extramarital affairs on their social behavior, as well as analyze solutions suggested by the shari’ah to evercome this impact. The research method used is qualitative, implementing case study techniques in data collection. The result of the research show (1) there are two factors that cause infidelity to occur, namely internal and external factors, among the internal factors are financial problems, sexual dissatisfaction, and lack of communication. Among the external factors are the influence of close friends, closeness to friends of the opposite sex, and social media. (2) the impact of social behavior experienced by children who commit infidelity in Cepogo District is a lack of self confidence, venting on negative things, emotional disturbances,deep trauma, becoming victims of bullying, decreased interest in learning and lack of affection. (2) the Islamic concept in dealing with these impacts is to instill correct beliefs from an early age, choose good friends for children, provide good role models, instill the dangers of destroying the future, and keep children busy with positive activities.Keywords: Infidelity; Impact; Social Behavior.
Analisis Penerapan Wakaf Produktif dalam Meningkatkan Kesejahteraan Umat Catur Wuragil, Irfan; Arifin, Muhammad; Khaeruddin Hamsin, Muhammad
Syntax Literate Jurnal Ilmiah Indonesia
Publisher : Syntax Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (281.182 KB) | DOI: 10.36418/syntax-literate.v8i3.11472

Abstract

Penerapan Wakaf Produktif dalam Meningkatkan Kesejahteraan Umat Pada Yayasan Solo Peduli Umat dengan Perspektif Ma’ayir as-Syar’iyyah (Produk Accounting and Auditing Organization For Islamic Financial Institution / AAOIFI, lalu menganalisis bagaimana penerapan transparansi dan akuntabilitas pada penerapan wakaf produktif di dalamnya yang juga ditinjau dari perspektif ma’ayir muhasabah maliyah produ AAOIFI. Dalam melakukan penelitian, penulis memilih metode penelitian kualitatif dengan jenis penelitian lapangan dan pustaka. Dengan tujuan untuk mengetahui penerapan manajemen wakaf produktif di Solo Peduli dan dianalisis dengan ma’ayir syar’iyyah (AAOIFI) dan peneliti menggunakan pendekatan (phenomenal) untuk memahami peristiwa secara mendalamnya. Sumber data yang digunakan berupa data yang dihasilkan dari narasumber yaitu Direktur Utama Solo Peduli dan literatur yang bersifat primer dan sekunder, primer buku ma’ayir Syar’iyyah (AAOIFI) dan file resmi dari Solo Peduli dan sekunder berupa buku KHI, jurnal, karya ilmiah, dokumen atau penelitian yang terkait. Teknik pengumpulan data menggunakan metode observasi, wawancara, dokumentasi. Metode analisis data dengan cara pengumpulan data, reduksi data, penyajian data, penyimpulan hasil penelitian. Dan Validasi data dengan cara credibility, transferability, dependability, confirmability. Hasil penelitian ini menunjukkan bahwa penerapan wakaf produktif pada Yayasan Solo Peduli Umat telah sesuai dengan praktek wakaf produktif dengan Perspektif Ma’ayir as-Syar’iyyah (Produk Accounting and Auditing Organization For Islamic Financial Institution / AAOIFI.
Penerapan Model PBL dalam Pembelajaran IPAS untuk Meningkatkan Motivasi dan Hasil Belajar Siswa Arifin, Muhammad; Yunira, Yuli; Harahap, Santi Evalia; Marbun, Egricana
Journal of Education Research Vol. 5 No. 4 (2024)
Publisher : Perkumpulan Pengelola Jurnal PAUD Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37985/jer.v5i4.1945

Abstract

Motivasi belajar peserta didik untuk belajar Ilmu Pengetahuan Alam dan Sosial (IPAS) masih rendah. Akibatnya, hasil belajarpun tidak optimal. Hal ini disebabkan oleh model pembelajaran yang kurang tepat. Penelitian tindakan kelas ini dengan judul lengkap Penerapan Model PBL dalam Pembelajaran IPAS untuk Meningkatkan Motivasi dan Hasil Belajar Siswa Kelas V B SD Swasta Al Ikhlash Taqwa, Kecamatan Medan Area, Kota Medan semester genap 2003‒2024. Penelitian tindakan kelas dilaksanakan sebanyak 2 (dua) siklus dengan subjek penelitian 20 siswa terdiri dari 12 perempuan, dan 8 laki-laki serta berkolaborasi dengan seorang guru kelas dan dua mahasiswa Magister Manajemen Pendidikan Tinggi UMSU yang sedang melakukan penelitian tindakan kelas.  Tujuan penelitian tindakan kelas ini adalah (1) meningkatkan motivasi belajar siswa, dan (2) meningkatkan hasil belajar siswa pada mata pelajaran Ilmu Pengetahuan Alam dan Sosial (IPAS). Hasil penelitian, pertama peningkatan motivasi belajar pada siklus I sebesar 66,55 % dan siklus II sebesar 82,86 %; artinya terjadi perbaikan motivasi belajar secara beraturan dan berhasil. Kedua, hasil belajar pada siklus I sebesar 75% dan Siklus II sebesar 90 %. Rata-rata nilai sebesar 75,95 % dan rata-rata ketuntasan belajar 79,05 % berhasil melampaui KKM=70; artinya, terjadi peningkatam hasil belajar siswa di Kelas V B SD Swasta Al Ikhlash Taqwa, Kecamatan Medan Area, Kota Medan yang sangat bermakna. Penelitian tindakan kelas ini menyimpulkan bahwa Penerapan Model PBL dalam Pembelajaran IPA mampu meningkatkan motivasi dan hasil belajar siswa pada mata pelajaran IPAS tema pembelajaran Harmoni dalam Ekosistem, dengan topik A Memakan dan Dimakan.
Classification of Aquatic Species in Cultivation Ponds via Image Processing and Machine Learning Setiawan, Arif; Wahyu Wibowo, Angga; Setiaji, Pratomo; Agus Triyanto, Wiwit; Arifin, Muhammad
International Journal of Artificial Intelligence and Science Vol. 2 No. 1 (2025): March
Publisher : Asosiasi Doktor Sistem Informasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63158/IJAIS.v2.i1.9

Abstract

Fish cultivation is a vital economic activity for coastal communities, yet traditional farming methods often face challenges such as environmental instability, feeding inefficiencies, and water pollution. Effective monitoring of underwater environments is essential to improve fish quality and farming efficiency. A crucial part of this process is the accurate classification of fish and non-fish objects. This study proposes a method for underwater classification using morphometric feature extraction and machine learning techniques. The research process involves six main steps: (1) preparation of Region of Interest (ROI) detection data, (2) extraction of morphometric features—length (L) and width (W), (3) feature computation, (4) data partitioning for training and testing, (5) classification using Support Vector Machine (SVM), Random Forest (RF), and K-Nearest Neighbor (KNN), and (6) evaluation using a confusion matrix. Among all models tested, the Random Forest algorithm yielded the highest accuracy at 93%, with classification results showing True Positive = 349, False Positive = 28, True Negative = 223, and False Negative = 0. The findings highlight RF’s potential for enhancing automated fish monitoring in smart aquaculture systems.
Co-Authors 'Amala A., Ahsanu - Supriyono Abbas, Aries Abd. Faishol Abdul Manan Abdul Rauf Chaerudin Abiyyi, Al Ghossan Abthal Ade Budi Setiawan Adi Mansar Adi Salamat, Padian Adiyono, Soni Adlian Jefiza Adzkar, Fadhlika Afif, Faisal Afriana, Bs Monica Afrianda, Gusti Afrida, Cut Afridon, M Afriyanti Afriyanti, Afriyanti Agung Mahardiono, Novan Agus Trianto Ahmad Hariyadi Aina, Asri Nur Aji, A. Damar Aji, Muji Handoyo Akmal Riza Al-Fatah, Sopi Nurul Alamsyah, Tedi Alamul Huda, Alamul Alaydrus, S. Ali Jadid Alifa Marsha Rahmania Aliya Aszava Alwani, Yazid Alya, Kharisma Rahmadhani Alya, Nabila Ulamy Amalia, Nadra Amanatillah, Dara amelia, ida Andhika Ikhwal Fadhil Ferdian Andre , Lesis Andrian, Nawang Alan Andrianti, Rini Andy Lasmana Anggun Wulandari Annisa Nurrachmawati Annisa, Dewi Sry Anteng Widodo Aprilia, Wa Ode Intan Arbani, Hayaadilah Rizqi Ardhana Januar Mahardhani Ariansyah, Rafi Ariesta, Ria Arif Harjanto Arif Rahman Hakim Arif Setiawan Arifin, Arun Panrita Arina Fawaida Arini Zulfaida Aristianty, Dian Sari Armiadi Musa Arono Arono Arum Kusuma Wardhany Asmoro, Novian Wely Aspira, Muizatul Aulia Happy Salma Aulia, Farhan Aulia, Ismi Aulia, Riza Awin Azmi, Muhammad Ulul Bahtiar, Adhi Baiti Rahman Bambang Hariyadi Bambang Santoso Bambang Widjanarko, Bambang Widjanarko Bangun, Revanda Barus, Anisa Dwi Putri Batubara, Oktia Elfriza Berkahi, Alrezqio Meykhara Aqbel Billa, Lisa Salsa Bilqis, Adilla Boer, Dara Cantika Putriadin Budiana, Budiana Budiono, Ragil Budiyanto, Muchammad Arif Catur Wuragil, Irfan Chandra Ayu Fatikasari Chaniago, Edi Salim Cut Intan Hayati, Cut Intan Dafa, Yori Hayyan Damanik, Ricardo Fransiskus Daniah Darma, Ade Darmnato, Eko Delismasari, Delismasari Deni Mahdiana Destarina, Dea Devi Mutiara Khoirun Nisa, Asti Dewantari Nasution, Nurul Annisa Dhohiri, Daud Dian Asriningati Dian Eka Chandra Wardhana, Dian Eka Chandra Diana Laily Fithri Diana Laily Fithri Diki Eka Gunawan Dita Amelia Putri, Dita Amelia Djarot Winoto, Djarot Winoto Dongoran, Indra Pilianti Durrotun Nafisah Dwi Kurnia Putri Eko Darmanto Elsa Violina Damayanti Elyza Dewi Fortuna Endah Wahyutri Eni Mayasari Entin Hidayah Eny Enawaty Erlina Erlina Esti Wijayanti, Esti Evi Maryanti F.A., Moch Hazmi Fachry Abda El Rahman Fahmiyudin, Muhamad Fahri, Muhammad Yazid Fajar Nugraha Fajar Purwoko Falah, Fajrul Farid Noor Romadlon Farida, Elis Anita Faris Ahmad Farhan Farhan Farma, Junia Fathon, Ulil fathurrahman, fajar Fauzie Rahman Fery Ariyana Fithri, Diana Layli Fitri, Rosiana Fitri, Saudatul Fitriyani, Laili Fitriyanti Nakul Futra, Asrizal Deri Gafur, Syahrul Ghufron Tamami Gumono Gumono, Gumono Gunawan, Erli Gurning, Jhon Pedrik Haedar Akib Handayani, Listy Hapsari, Rini Tri Harahap, Santi Evalia hasanah, kamalia Henandra Eka Putra, Dias Hendro HS., R. Hendy Hendy Hendro Hadi Sridjono Hendy Hendro Sajono Herawati, Yuke Elvin Heri Susanto Herlina, Yekti Hery Purwosusanto Hiasa, Fina Hidayat, Hilmi Bayu Hidayat, Muhammad Taufiq Hikhmah, Fitria Nurul Husna, Atina Husni Mubarok Ifriany, A. Ihyani Malik Ihza, Andika Ika Karlina Laila Nur Suciningtyas Ike Anggraeni Imam Junaris Imam Kusyairi, Imam Imaroh, Rachel Tinezia Zaitul Ina Kusumawardani Alina Fakhri Indahsari, Susi Insani, Muhammad Fitrah Ipaludin, Muhammad Irfan Santiko Irwan Hadi Irwan Purnama Irwanto Zarma Putra Ishak, Safrizal Iskandar Iskandar Ismail Ismail Ismi Alfina Ayu Azzahra Iswahyu Pranawukir Ivonita Simbolon, Artha Jafarudin, Sesy Dwi Prinita Jalilah Jalilah Jamhari Jamhari Jasmawati, Jasmawati Jayanti, Nur Ivo JUNAIDI Junelmi, Thecy Karima, Mafaza Karimuna, Siti Rabbani Khairani, Suci Khairudin Syah Khairul Amri Khoirun Nisa', Dwi Susanti Khoiruz Zahro Koottilangadi, Sinan Ck Ksrisya, Vira Clarissa Kurniawan, Moh Adi Kurniawan, Muhammad David Lailatus Sa’diah, Najwa Lailatussaadah M Nur, Lailatussaadah Laily Fithri, Diana Lia Anggraini Lilis Puspitawati Liza, Risko Lubis, Muhammad Rasyid lutfi, Attabik Lu’lu’il Laili M. Alvino Bintang P M. Yogi Riyantama Isjoni Magdalena, Melani Maria Maharani, Adelia Maharani, Ria MAHARINI, MAHARINI Mahendra, Prionaka Luthfi Mahmuda, Siti Risyda Mahpuz Maimun Maimun Majid, Akmal Abdul Malyani, Fitri Manjato, Ajat Manurung, Lastiur Marbun, Egricana Marchella, Intan Mardasela, Tery Marpaung, Maria Magdalena Martina MARTINA, ANGGUN Marzuarman, Marzuarman Masriani . Maulida Zakiah, Diana Maulidah, Hana Mutialif Maulidiawati, Chyntia Meri, Rita Misyanto Mohammad Fathoni Mohzana Monika, Dezetty Mubarak, Ahmad Ridha Muchlas Muchlas Mudrikah, Mudrikah Muham, Novia Angelia Br Muhamad Yuwanda Muhammad Alvino Bintang Adi Pradana Muhammad Azka Latif Muhammad Fajar Maulana Muhammad Khaeruddin Hamsin, Muhammad Muhammad Khoirul Anam Muhammad Muhammad Muhammad Mursyid Muhammad Nanang Qosim Muhammad Rizqi Ijlal Tsani Muhammad Ryan Iskandar Muhammad Tahir Muhammad Wasil Muhammad Yamin MUhammad Yusrizal Muhazir, Achmad Muksal Muksal Muksin, Muksin mulyadi, nanang Mulyani, Yayu Mumu Zainal Mutaqin Munirul Abidin Musfiroh, Aam Mushaffa, Arju Mutia, Sri Muzakkir Muzakkir Myllikha Putri Izza Nadhrah Wivanius, Nadhrah Nadirah, Ida Nadiya, Ulfah Naibaho, Sisilia Hotrepiyanti Br Nandalisa Lisa Fa’ati Rahmawati Nariyah, Ahlun Nasution, Nurul Izzah Nasution, Ummi Fadillah Navijay, Ahmad Nazar Nazar, Nazar Nazila, Tasya Neka Erlyani Nisa, Nabila Mataun Noermanzah, Noermanzah Noor Azizah Noor Latifah Noor Latifah Noprianti, Dini Noviyanto Firmansyah, Heru Novrian, David Saldomi Nugraha, Gilang Try Nur Ivo Jayanti Nur Laily Nur Rohmah Nurasiah Nurasiah Nurdin Nurhidayah, Josanti Nurmala, Sinta Nurmulya, Wa Ode Sitti Nurokhman, Nurokhman NURUL AZIZAH Nuzula Fitranti, Avin Onny Medaline Palahudin Panjaitan, Tulus Januardi Tua Pardiansyah, Anton Pebrinda, Else Perdana, Surya perma sari, rose intan Permadi, Luchyto Chandra Pohan, Putri Amanda Pradani, Rizky Fitriyanti Prasidarini, Rifka Ilma Pratama, Wildan Pratomo Setiaji Primadiarta, Ari Sam Primawanti, Henike Prionaka Luthfi Mahendra Priyambodo, Ragil Putra, Debi Kumala Putra, Edo Putri Kurnia Handayani Putri Mayang Sari, Putri Mayang Putri, Aura Salsabila Yunizar Putri, Sarah Athaullah Wenna Putri, Shasha Ramadhani Putri, Sylvia Octa Putri, Yohana Shavira Qoaruddin Qomaruddin R Rhoedy Setiawan Rachmi Meutia Rafli Zudha Sasongko Ragil Budiono Rahmadani, Revi Rahmatullah, Zaid Hidayat Ramadanil, Farid Ramadhan, Fathjri Ramadhan, M. Zaki Nawaf Ramadhani, Silvia Ramadlan As'ari, Wahyu Ramlan, H. Ratna Wati Regizka Ayu Mega Saputri RESTIN MEILINA Retno Widyastuti, Retno Ridwan Rini Ekayati Rini Muharini Rino Sardanto Ritonga, Din Aswan Amran Riyan Sisiawan Putra Rizal Maulana Rizal Maulana, Rizal Rizal Setiawan Rizka, Fithria Rochim, Galuh Nur Rohadi, Melia Pradita Romdoni, Moh Fahmi Sabputro, Heru Sadali, Muhamad Safera, Asywila Huda Sahputra, Rahmat Saidun Basyar, Aminun Fais Salamah, Ummi Salma Hayati Salsabila, Cut Sarah Athiyah Salsabila, Syefira Samudi Santy, Nawal Ari Saputra, Hasar Sari, Apriliana Sariasih, Onyhanda Fatma Sarjana Sarjana Saruran, Michelin Alfa Seila Desy Maulia Sembiring, Oscar Fredriek Setiyoadi, Amanda Diyas Sety, La Ode Muhamad Shahadah, Dewi Faridah Nur Shofiani Dwi Natalia Siahaan, Gorga Josua Chrisvandoli Sihombing, Ahmad Gunawan Sihotang, Yohana Silitonga, Alfredo Jonathan Simangunsong, Agustina Simanjorang, R. Mahdalena Simarmata, Ruth Ana Magdalena Br Simatupang, Linda E M Sinaga, Zulkani Sintiana, Indah Siregar, Fathia Siregar, Putri Bungsu Sirullah, Mohammad Fajar Siti Aminah Siti Ifa Septiana Siti Nurfadilah H Siti Raihanah Sitompul, Adravia Lisbeth Claudia Sofiana, Zulfa Soni Adiyono Sri Utami Sudarsono Sugiartono, Endro Sukapti Sukapti, Sukapti Sukarmi Sukinah, Endang Sukma Wijayanti Sulung, Bagus Putra Suparyati, Enok Supriadi Supriyadi, Ahmad Rizal Supriyono Supriyono Suryo Hadi Kusumo Susanto, Gito Aru Susanto, Gito Aru Syafiul Muzid Syahputra, Chandra Syaputa, Muhammad Rioardian Syauqi, Gutti Zaidan Syindau Abdillah, M. Andrian Tampubolon, Rijal Tampubolon, Sandy Donni Tarigan, Jenni Parlopes Br Tarigan, Tiodora Br Tasa Tasa, Tasa Taufiq Hidayat Tauran, Rina Teddy Octa Prabowo Tihadanah, Tihadanah Togatorop, Inneke MF Tri Danang Kurniawan Tri Dina Fitria Tria Yanuarsih Trianjani, Mimin Triwahyuni, Dewi Tunnazia, Aqilla Ubaidillah, Jainul Ukun, Ukun Kurnia Ulan Ullul Azmie, Fadila Umar, U Utama, Bima Satria Utami, Mauliddina Utami, Yulia Verdinand, Rhenal Vinsensia, Desi Virgie Andrian Noval Vita Nurus Salamah Wahyu Wibowo, Angga Wandari, Kameilia Wardhana, Fahriy Aulia Wibowo, Yoga Putra Widya Rika Puspita Widyantoro, Murwan Wijaya, Cindy Ari Wijiyanto, Dwi Wikanta, Prasaja Wildan Darmawan, Farhan Wirahmi, Nori Wiwik Yunarni Widiarti Wiwit Agus Triyanto Yasmin, Dhira Fijri Yudie Irawan Yulfitra, Yulfitra Yuniarsi Rahayu Yunira, Yuli Yusuf Sabilu, Yusuf Zaenal Arifin Zahra, Nadhira Fitria Zakiiya, Ghulaman Zessicha Belliana Putri Zoningsih, Meta Yupitri Zubdatu Zahrati, Zubdatu Zahrati Zulaika Zulaika , Zulaika Zuliyanto, Muhammad Zuliyati Zuliyati Zulkifli, Kiky Zwagery, Rika Vira