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Smart agriculture model in detecting oil palm plantation diseases using a convolution neural network Gunawan, Gunawan; Zarlis, Muhammad; Sihombing, Poltak; Sutarman, Sutarman
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 13, No 3: September 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v13.i3.pp3164-3171

Abstract

Planning models for sustainable crop care in the context of smart agriculture are complex issues as they involve many factors such as productivity, quality, growth sustainability, workforce use, and information technology use. In this study, we will create an optimized model using a convolution neural network (CNN) that can classify and monitor plant diseases. Part of the plant care system is to be aware of plant diseases and to be able to deal with them immediately. This study aims to acquire a new smart farming model for integrated crop care. The results of this research are findings in the form of a CNN model for classifying plant diseases detected from the leaves of the plants studied in oil palm. Testing using Google Colab obtains 100% accuracy and 99% accuracy using a teachable machine. The contributions of this paper create a new model in the field of informatics, especially in the field of intelligent agriculture based on information technology.
Implementation of Human Concern in Education and Empowerment of Earthquake Victims in Cianjur Regency Sutarman, Sutarman; Herlina, Herlina; Mulyeni, Sri; Riyanto, Slamet; Sukanti, Lina
The International Journal of Education Management and Sociology Vol. 1 No. 2 (2022): November - December : The International Journal of Education Management and Sos
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58818/ijems.v1i2.9

Abstract

The purpose of this study was to determine the level of public awareness of the earthquake victims that occurred in the Cianjur Regency. Want to analyze the educational process of the Cianjur earthquake victims and want to know the empowerment of each volunteer for the earthquake victims. The research method used is qualitative which describes the phenomena that occur in the research location. Data collection techniques in the form of direct observation of the community and environment around the disaster. Interviews with the victim community, officials, and other volunteers who were met at the research location. Documentation studies from various sources, such as the internet, information from fellow volunteers, and various Watch-Ap groups. Conclusion: (1). The implementation of the level of concern from all the people of West Java, Jakarta, and Banten are very enthusiastic to help and assist, as evidenced by the various institutions, communities, and vehicles carrying supplies in the form of funds as well as food and clothing, thronging the earthquake victim area. (2). Implementation of education directed at school-age children in the form of volunteers in the form of Trauma Healing in the form of reading the Koran using the Iqro model, quizzing learning questions, singing, and giving gifts in the form of snacks and textbooks. Community empowerment in the form of Strengthening faith and destiny as to why earthquakes occur, and information about knowledge of how earthquakes occur. Distribution of groceries, women's clothing, men's clothing, and children's clothing, and free medical and health care
Principal Managerial Competence in Improving Teacher Performance at SMP PGII Bandung Sutarman, Sutarman
The International Journal of Education Management and Sociology Vol. 2 No. 1 (2023): January - February : The International Journal of Education Management and Sosi
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58818/ijems.v2i1.23

Abstract

The research objective is to find out (1). Planning for school principals in improving teacher performance at SMP PGII Bandung (2). Implementation of school principals in improving the performance of school teachers (3). Supervision of school principals in improving teacher performance in schools. The research method used is a qualitative approach. Data collection techniques: through interviews, observation, and document study. Data analysis classifies data, connects data, reduces data, displays data, and draws conclusions. Data validity by testing credibility, transferability, dependability, and confirmability. Findings (1). Planning for school principals to improve teacher performance in schools has carried out long, medium, and short-term planning by involving all stakeholders in preparing school work plans. (2). Implementation of school principals to improve teacher performance has been going according to plan. As in the leadership and motivation that has been carried out. The facilities are sufficient to run optimally. (3). Supervision is carried out by the principal following the supervisory procedures applied to all activities carried out in schools. Assessing program activities that are not implemented according to consideration, because of the assignment, position, and welfare received by the teacher.
Strategies for Increasing Teacher Competence and the Quality of Islamic Education Learning at State Middle School 8 Medan Sutarman, Sutarman; Binti Salleh, Rosmalily
The International Journal of Education Management and Sociology Vol. 2 No. 1 (2023): January - February : The International Journal of Education Management and Sosi
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58818/ijems.v2i1.25

Abstract

This study aims to determine: Strategies for increasing teacher pedagogical competence. Learning quality improvement strategy. Obstacles that arise are faced by school principals in improving teacher performance in the learning process and Islamic Religious Education at State Middle School 8 Medan. The research method uses a qualitative approach. Data collection techniques through interviews, observation, and documentation studies. The results of the strategy as a school principal's program in improving the learning process and quality of education are: (1). Improving teacher expertise in carrying out the learning process (2). Optimizing the use of learning media in the learning process and the quality of education. (3). Supervise in overcoming problems related to unprofessionalism by teachers in carrying out assignments (4). Collaborating with stakeholders and the community Implementing strict discipline for all components of the school. Obstacles that often arise and are faced by school principals in improving teacher performance in the learning process and quality of education are: There are PAI teachers who are not creative in carrying out the learning process to improve the quality of education with religious programs. Students have not been consistent in carrying out religious learning. Differences in students become obstacles to the development of learning aspects. Lack of awareness on the part of parents in determining students in the learning process.
Vision-based chicken meat freshness recognition system using RGB color moment features and support vector machine Sutarman, Sutarman; Avianto, Donny; Wibowo, Adityo Permana
Science in Information Technology Letters Vol 4, No 2 (2023): November 2023
Publisher : Association for Scientific Computing Electronics and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/sitech.v4i2.1230

Abstract

Chicken meat is a highly sought-after food product among various segments of the general population, known for its high nutritional value and easy accessibility. Presently, meat identification is primarily conducted manually, relying on visual inspection or tactile assessment of the meat's color and texture. However, this approach presents several limitations, particularly when consumers lack the discernment to differentiate the quality of chicken meat freshness. This research aims to identify the freshness level of chicken meat using the Support Vector Machine method, employing the extraction of RGB color moment features to determine the freshness of the meat. The feature extraction process involves calculating the percentage of intensity values for R (Red), G (Green), and B (Blue) in each chicken meat image. Based on the image processing results, the percentage of intensity values, particularly in the R and B parameters, can be used as determining factors. The study involves software testing using fresh and non-fresh chicken meat. The developed system can identify the freshness level of fresh chicken meat with an accuracy rate of 71.6% using the linear kernel SVM and 60.5% using the RBF kernel SVM.  This research represents a significant step toward the automation of chicken meat freshness assessment, potentially reducing food waste and enhancing food safety in the food industry. Further research and development could improve the system's accuracy and expand its applications in various food quality control settings.Chicken meat is a highly sought-after food product among various segments of the general population, known for its high nutritional value and easy accessibility. Presently, meat identification is primarily conducted manually, relying on visual inspection or tactile assessment of the meat's color and texture. However, this approach presents several limitations, particularly when consumers lack the discernment to differentiate the quality of chicken meat freshness. This research aims to identify the freshness level of chicken meat using the Support Vector Machine method, employing the extraction of RGB color moment features to determine the freshness of the meat. The feature extraction process involves calculating the percentage of intensity values for R (Red), G (Green), and B (Blue) in each chicken meat image. Based on the image processing results, the percentage of intensity values, particularly in the R and B parameters, can be used as determining factors. The study involves software testing using fresh and non-fresh chicken meat. The developed system can identify the freshness level of fresh chicken meat with an accuracy rate of 71.6% using the linear kernel SVM and 60.5% using the RBF kernel SVM.  This research represents a significant step toward the automation of chicken meat freshness assessment, potentially reducing food waste and enhancing food safety in the food industry. Further research and development could improve the system's accuracy and expand its applications in various food quality control settings.
Implementation of Human Concern in Education and Empowerment of Earthquake Victims in Cianjur Regency Sutarman, Sutarman; Herlina, Herlina; Mulyeni, Sri; Riyanto, Slamet; Sukanti, Lina
The International Journal of Education Management and Sociology Vol. 1 No. 2 (2022): November - December : The International Journal of Education Management and Sos
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (848.497 KB) | DOI: 10.58818/ijems.v1i2.9

Abstract

The purpose of this study was to determine the level of public awareness of the earthquake victims that occurred in the Cianjur Regency. Want to analyze the educational process of the Cianjur earthquake victims and want to know the empowerment of each volunteer for the earthquake victims. The research method used is qualitative which describes the phenomena that occur in the research location. Data collection techniques in the form of direct observation of the community and environment around the disaster. Interviews with the victim community, officials, and other volunteers who were met at the research location. Documentation studies from various sources, such as the internet, information from fellow volunteers, and various Watch-Ap groups. Conclusion: (1). The implementation of the level of concern from all the people of West Java, Jakarta, and Banten are very enthusiastic to help and assist, as evidenced by the various institutions, communities, and vehicles carrying supplies in the form of funds as well as food and clothing, thronging the earthquake victim area. (2). Implementation of education directed at school-age children in the form of volunteers in the form of Trauma Healing in the form of reading the Koran using the Iqro model, quizzing learning questions, singing, and giving gifts in the form of snacks and textbooks. Community empowerment in the form of Strengthening faith and destiny as to why earthquakes occur, and information about knowledge of how earthquakes occur. Distribution of groceries, women's clothing, men's clothing, and children's clothing, and free medical and health care
Principal Managerial Competence in Improving Teacher Performance at SMP PGII Bandung Sutarman, Sutarman
The International Journal of Education Management and Sociology Vol. 2 No. 1 (2023): January - February : The International Journal of Education Management and Sosi
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58818/ijems.v2i1.23

Abstract

The research objective is to find out (1). Planning for school principals in improving teacher performance at SMP PGII Bandung (2). Implementation of school principals in improving the performance of school teachers (3). Supervision of school principals in improving teacher performance in schools. The research method used is a qualitative approach. Data collection techniques: through interviews, observation, and document study. Data analysis classifies data, connects data, reduces data, displays data, and draws conclusions. Data validity by testing credibility, transferability, dependability, and confirmability. Findings (1). Planning for school principals to improve teacher performance in schools has carried out long, medium, and short-term planning by involving all stakeholders in preparing school work plans. (2). Implementation of school principals to improve teacher performance has been going according to plan. As in the leadership and motivation that has been carried out. The facilities are sufficient to run optimally. (3). Supervision is carried out by the principal following the supervisory procedures applied to all activities carried out in schools. Assessing program activities that are not implemented according to consideration, because of the assignment, position, and welfare received by the teacher.
Strategies for Increasing Teacher Competence and the Quality of Islamic Education Learning at State Middle School 8 Medan Sutarman, Sutarman; Binti Salleh, Rosmalily
The International Journal of Education Management and Sociology Vol. 2 No. 1 (2023): January - February : The International Journal of Education Management and Sosi
Publisher : PDPI (Perkumpulan Dosen Peneliti Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58818/ijems.v2i1.25

Abstract

This study aims to determine: Strategies for increasing teacher pedagogical competence. Learning quality improvement strategy. Obstacles that arise are faced by school principals in improving teacher performance in the learning process and Islamic Religious Education at State Middle School 8 Medan. The research method uses a qualitative approach. Data collection techniques through interviews, observation, and documentation studies. The results of the strategy as a school principal's program in improving the learning process and quality of education are: (1). Improving teacher expertise in carrying out the learning process (2). Optimizing the use of learning media in the learning process and the quality of education. (3). Supervise in overcoming problems related to unprofessionalism by teachers in carrying out assignments (4). Collaborating with stakeholders and the community Implementing strict discipline for all components of the school. Obstacles that often arise and are faced by school principals in improving teacher performance in the learning process and quality of education are: There are PAI teachers who are not creative in carrying out the learning process to improve the quality of education with religious programs. Students have not been consistent in carrying out religious learning. Differences in students become obstacles to the development of learning aspects. Lack of awareness on the part of parents in determining students in the learning process.
Budi Daya Lebah Madu Hutan pada Kelompok Tani di Desa Wonosalam Jombang Syafi'i, Muhammad; Amartani, Dewi; Irianto, Heru; Sutarman, Sutarman
Journal of Community Services: Sustainability and Empowerment Vol. 1 No. 02 (2021): September 2021
Publisher : Center for Research and Community Service of Sampoerna University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35806/jcsse.v1i2.228

Abstract

Secara geografis, Kecamatan Wonosalam merupakan dataran tinggi dengan kondisi hutan lestari yang cocok untuk pengembangan budi daya lebah madu hutan. Salah satu upaya pemberdayaan masyarakat desa yang dapat diusahakan adalah dengan meningkatkan kemampuan masyarakat dalam mengelola potensi desanya, sehingga masyarakat dapat lebih produktif tanpa merusak alam tempat tinggalnya. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk membekali masyarakan setempat dengan ketrampilan alam agar dapat lebih produktif tanpa merusak alam. Salah satu cara yang dilakukan adalah dengan memberikan ketrampilan kepada masyarakat dalam budidaya lebah madu hutan. Melalui kegiatan ini petani pedesaan diharapkan dapat meningkatkan pendapatannya tanpa merusak lingkungan. Bahkan dengan ketrampilannya dalam membudidayakan lebah hutan, diharapkan masyarakat setempat dapat menjadikan desa tempat tinggal mereka sebagai desa wisata berbasis pendidikan lingkungan.
Peran Pendampingan Musyrifah Terhadap Pembiasaan Ibadah Shalat Tahajud Santriwati Pondok Pesantren Rahma, Fatimah Nur; Sutarman, Sutarman
Jurnal Basicedu Vol. 7 No. 3 (2023)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/basicedu.v7i3.5249

Abstract

Shalat tahajud merupakan ibadah yang lebih utama setelah shalat fardhu,meskipun memiliki banyak keuataman, memerintahkan seseorang untuk melaksanakan shalat tahajud tidak dapat dengan paksaan harus ada pembiasaan shalat tahajud. Agar sholat tahajud menjadi kebiasaan santriwati maka musyrifah memiliki peran penting dalam membiasakan santri shalat tahajud. Penelitian ini bertujuan untuk mendeskripsikan peran pendampingan musyrifah dalam membiasakan santri shalat tahajud. Metode yang digunakan dalam penelitian ini yaitu penelitian lapangan dengan pendekatan deskriptif kualitatif. Peneliti mendeskripsikan secara mendalam terkait pendampingan musyrifah dalam membiasakan santri shalat tahajud. Adapun pengambilan data yang dilakukan peneliti yaitu melalui observasi, wawancara, dan dokumentasi. Sedangkan analisis data dilakukan dengan tahap menggabungkan reduksi data, menyajikan dan, dan menarik kesimpulan dari semua pembahasan. Hasil dari penelitian menunjukkan bahwa musyrifah memiliki peran dalam membiasakan santri shalat tahajud yaitu sebagai orang tua kedua, pendidik, pemimpin, pembimbing dan teladan. Dapat disimpulkan bahwa peran penting musyrifah dalam mendampingi santri sangat dibutuhkan dalam membiasakan santri shalat tahajud. 
Co-Authors Abdusamad, Zainudin Ade Irawan Adi Kistoro, Hanif Cahyo Adityo Permana Wibowo Adiwinata, Akbar Agus Budiman Agus Riyanto Agus Salim Agus Syahid Agusli, Rachmat Agusli, Rahmat Ahmad Luqman Hakim, Ahmad Luqman AHMADI Alfilail, Nur Amanda, Ade Siti Amartani, Dewi Amarullah, Amarullah Anang Zaini Gani Andriani Eko Prihatiningrum Anton Mulyono Azis Aprilianto, Dedy Ardiansyah, Yusuf Ardiyanti Ardiyanti Ardiyanti, Anita Ari Saputra, Ari Arif Rahman Aritonang, Reanty Teresa Asih, Euis Suci Asima, Asima Asmelita, Ester Asrowi Asrowi Assholikhah, Aisyah Dirra Audy, Regita Azhalia Awan Setiawan Baehaqi Binti Salleh, Rosmalily Br Ginting, Emmita Budiandri, Rahma Utami Cahyani, Nilam Putri Cecep Hilman Choirul Huda Darmawan, Teguh Iman Dedi Aprianto Dedi Dedi Dewi, Mila Setia Dhany, Hanna Willa Diah Supatmiwati Dini Eka Putri Donny Avianto Dzulhaq, Muhammad Iqbal Efendi, Syahril Ely Yuliawan Erwin Yulianto Fadillah, Muhammad Adzka Fardhan Fahmi, Dede Faqihah, Hasna Ferdiyansyah, Eka Firdaus Ramadhan Fuad, Hilmi Gayus Simarmata, Gayus Ghifari, Alif Gumelar, Fadillah Timur Gunawan Gunawan Hadiwijaya, Dudung Hairani Hairani Halawa, Fathree Hamami, Tasman Hanafri, Muhammad Iqbal Hasanah, Risalatul Herawati, Elvina Herlina Herlina Herman Mawengkang Hermawan, Endang Heru Irianto Heru Kurnianto Tjahjono Heryanto, Agus Hidayat, Denny Hidayat, Hilmi Hidayat, Kun Hilda Hastuti Husna, Difa’ul Husni Wakhyudin Iman Sudirman Inayanti, Adisty Putri Insani, Azzelia Nur Iqbal, Muchamad Irma Muti Irmansyah, Deri Irwandi, Hafiz Isral, Isral Izhari, Fahmi J.A, Sutarno Jalaluddin, Ahmad Khafidh Janingsih, Janingsih Jarudin Jarudin Joko S Dwi Raharjo Katrin Evalastri Hutapea, Katrin Evalastri Khairani Ratnasari Siregar Kharisma, Arrum Kistoro, Hanif Cahyo Adi Labib, Mayzia Khusnul Lailiyah, Masfufatul Lalu Zazuli Azhar Mardedy Latifah, Nurul Azizatul Lestari, Windi Mega Li’aini, Arrohmatus Syafaqoh M. Bucci Ryando M. Ilham Akbar Manurung, Rodiyah Aini Mardedi, Lalu Zazuli Azhar Mardedi, Lalu Zazuli Azhar Mardiyana Mardiyana Maria Wisnu Kanita Marlenih, Marlenih Maulana, Luthfi Ahmad Miswaty, Titik Ceriyani Mohammad Okki Hardian Muhammad Chirzin Muhammad Innuddin Muhammad Ragil Kurniawan Muhammad Rivai Muhammad Zarlis, Muhammad Mukhaer Pakkanna Mulyeni, Sri Murniadi, Murniadi Nababan, ESM Nabilah Faisal, Ananda Nasution, Putri K Neny Sulistianingsih Ni Ketut Putri Nila Sudewi Noviana, Asep Anggi Anggara Nufus, Sarah Ayatun Nunuk Suryani Nurislamiah, Siti Nurmawan, Hari Nurudin, M. Juli Ofara, Wafika Open Darnius Opim Salim Sitompul paham ginting Pahlevi, Muhammad Syafrizal Pane, Rahmawati Parapat Gultom Parjiman, Parjiman Pertiwi, Swastika Tri Poltak Sihombing Prahasti, Tyas Prawido Utomo Purwanti, Juli Astutik Putri Mety Zalynda Putri Yuliyana, Nur Rizky Radiyanto, Radiyanto Rahayu, Anggraeni Putri Rahim, Ika Mustika Rahma, Fatimah Nur Rahmad, Muhamad Nur Rahmah, Fatimah Nur Rahman, Silvi Anggraini Rahmawati, Lela Rakhmawati, Fibri Ramdhan, Syaipul Rasyid, M Harun Al Rochman, Abdur Rosana Junita Sirait Rosyadiana, Nanda Alya Rozah, Iza Anasrullah Rufi'i Sabur, Ambuy Safitri, Amalia Nur Ajeng Saib Suwilo Saladin, Muhamad Pazri Sari, Agnesta Linda Sari, Atika Mayang Sari, Desy Nawang Sawaluddin Sawaluddin, Sawaluddin Septiyani, Nuke Setyawan, Agus Hendra Sholikhin Sholikhin, Sholikhin Sidik, Achmad Sihotang, Ernes Rapida Simanullang, Herlin Simbolon, Mardianton Siti Rohmah Sofyan, Asep Abdul Sri Jaya Lesmana Stianingsih, Lilis Sukanti, Lina Sukmawati, Eka Sulastri, Neneng Sunarko, Kusuma Melati Faizun Sutipyo R dan Amrih Latifah, Sutipyo R dan Sutipyo, Sutipyo Suyatemi, Suyatemi Syafi'i, Muhammad Syahputra, Muhammad Romi Syahriol Sitorus Syamsiar, Syamsiar Syamsurrijal, Syamsurrijal Tambunan, Ruth A Tullah, Rahmat Utami, Yola Kinanthi Wening Waharjani, Waharjani Wahyu Kamil Syarifaturrahman, Wahyu Kamil Weber, Gerhard Wilhelm Wira Hadinata, Wira Wira Hendri Wirajaya Kusuma Wulandari, Sefti Yasyfiya, Rabbali Afdhal Yayah, Yayah Yesi Pratiwi Yonata, Hendrian Yudistira, Arie Yusron Masduki, Yusron Yusutria Yusutria Zainudin Abdussamad Zuhry, Muh. ‘Afiyah, Nur