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All Journal JURNAL SISTEM INFORMASI BISNIS Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Abdimas Pendidikan Ekonomi PYTHAGORAS: Jurnal Program Studi Pendidikan Matematika Jurnal Abdimas BSI: Jurnal Pengabdian Kepada Masyarakat Jurnal Informatika Jurnal Ilmiah Universitas Batanghari Jambi AL-HUKAMA´ Jurnal Pilar Nusa Mandiri JKI (Jurnal Konseling Indonesia) JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu JURNAL KESEHATAN INDRA HUSADA Journal of Education, Humaniora and Social Sciences (JEHSS) Journal Health & Science : Gorontalo Journal Health and Science Community MULTINETICS JPP Jurnal Kesehatan Poltekkes Palembang EVOLUSI : Jurnal Sains dan Manajemen Jurnal 'Aisyiyah Medika JURNAL ILMIAH OBSGIN : Jurnal Ilmiah Ilmu Kebidanan & Kandungan Jurnal Magrobis ZIRAA'AH MAJALAH ILMIAH PERTANIAN Al-Azkiya : Jurnal Pendidikan MI/SD Fihris: Jurnal Ilmu Perpustakaan dan Informasi Gravity Edu : Jurnal Pembelajaran dan Pengajaran Fisika Jurnal Kesehatan Tambusai Wasana Nyata Humantech : Jurnal Ilmiah Multidisiplin Indonesia Indonesian Journal of Health Science Nautical: Jurnal Ilmiah Multidisiplin Indonesia Mando Care Jurnal JOURNAL OF MIDWIFERY SCIENCE Jurnal Kesehatan Terapan Borneo Community Health Sevice Journal Jurnal Basicedu Jurnal Ekonomi dan Bisnis AbdimasMu UMTAS: Journal of Community Service Jurnal Ilmu Kesehatan MAKIA Jurnal Ilmiah Pengabdian Kepada Masyarakat Nanggroe: Journal Of Scholarly Service Jurnal Pengabdian Masyarakat Bangsa Sahabat Sosial: Jurnal Pengabdian Masyarakat Barongko : Jurnal Ilmu Kesehatan JURNAL SMART ANKes International Journal of Health Sciences Dedicated: Journal of Community Services (Pengabdian kepada Masyarakat) WASANA NYATA Nanggroe: Journal of Scholarly Service Al-Hukama: The Indonesian Journal of Islamic Family Law Journal of Social Work and Science Education
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Journal : Jurnal Informatika

Pengolahan Citra Kutu Kebul untuk Mendeteksi Jumlah Kutu Kebul pada Citra Daun Rahmawati, Eka; Riana, Dwiza
Jurnal Informatika Vol 6, No 2 (2019): September 2019
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (754.211 KB) | DOI: 10.31294/ji.v6i2.4291

Abstract

Citra digital dapat menjadi sumber untuk memperoleh informasi untuk menentukan suatu keputusan. Kutu kebul menjadi salah satu hama pada tanaman yang biasanya melekat pada daun dan batang. Kutu dalam jumlah banyak dapat mempengaruhi kesuburan tanaman. Citra dari kutu kebul pada daun dapat digunakan sebagai media untuk penelitan dengan menggunakan beberapa metode yang terdapat pada pengolahan citra. Metode pre-processing dilakukan setiap kali melakuan penelitian terhadap pengolahan citra untuk mendapatkan hasil yang maksimal. Pengolahan citra kutu kebul dimulai dengan melakukan operasi grayscale dan kemudian diambil citra biner. Untuk menghilangkan noise, maka digunakan metode median filtering. Deteksi tepi isotropic digunakan untuk melakukan deteksi seberapa banyak kutu kebul yang terdapat pada citra. Cropping otomatis akan digunakan untuk menghitung jumlah kutu kebul yang terdapat pada daun. Hasil dari pengolahan citra untuk menghitung jumlah kutu memiliki nilai akurasi 54%.  Keywords: Citra Digital, Pre-processing, Peningkatan Kualitas Citra, Deteksi Tepi
Evaluation of Machine Learning Algorithms for Classifying User Perceptions of a Child Health Monitoring Application Rahmawati, Eka; Wibowo, Adi; Warsito, Budi
Jurnal Informatika Vol 12, No 2 (2025): October
Publisher : Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/inf.v12i2.24639

Abstract

Child growth and development are crucial aspects that every parent should monitor carefully. Proper growth and development foster the creation of a high-quality generation for the nation’s future. Recognizing the importance of monitoring children's growth, the Indonesian Pediatric developed PrimaKu, an application designed to assist parents in tracking the children's growth and development. The application includes health guidelines, growth monitoring tools, and immunization schedules. To maximize the application’s effectiveness, it is essential to evaluate its acceptance by the community, which can be assessed through user perceptions. This study evaluates the performance of machine learning algorithms, including Random Forest, Support Vector Machine, Naive Bayes, and Decision Tree, in classifying user perceptions of the PrimaKu application. The results revealed that the Support Vector Machine model achieved the highest accuracy of 81%, followed by Random Forest at 77%, Decision Tree at 74%, and Naive Bayes at 73%. Precision, recall, and F1-score used to validate the models' performance as the evaluation metrics. The findings underscore the potential of machine learning techniques in effectively classifying user feedback, providing valuable insights for improving application development and enhancing user satisfaction. This study contributes to understanding user acceptance of digital tools for child health monitoring, paving the way for better application usability and community impact
Co-Authors A. Kemal Riza A.A. Ketut Agung Cahyawan W Adani, Dinabilah Adi Wibowo Afriani, Yulia Agustina, Risqi Amalia Ahmad Arief Ahmad Arif Ahmad Shofiyuddin Ichsan Akbar, Khilda Ngiliya Akhmad Syukron Al-Maliki, Muhammad Alwi Al-Maliki, Muhammad Alwi Amir Mahmud Amlah, Amlah Ananda, Delya Saski Anggia Suci Pratiwi Arie Anggraini Arya, Ghaitsa Zahira Asikin, Siti Badria` Asrodin, Mukhammad Astin Nur Hanifah Asyari, Utep Aulia R, Vina Ayu Fitriana Ayu Puji Lestari Budi Hendrawan Budi Warsito Candra Agustina Damayanti, Arista Desy Aryani Putri Aryani Putri, Desy Aryani Putri Dewi, Bela Purnama Dewi, Chitra Dian Sari Drianti, Astik Dwijayani, Lidya Dwiza Riana Eka Afrika Ekaria, Titin Erita, Melli Ernawati Ernawati F, Nanda Laelatul Fadli, Mohamad Fairuzy, Rifda Fatmawati, F Fauzi Ahmad Muda Fauziah, Gaitsa Firdausa, Ummi Sauqinna Fitria, Febby Zuriani Galih Setiawan Nurohim Ghazali, Puspa Liza Gian Sugiana Sugara, Gian Sugiana Gunawan Budi Sulistyo Hadi Pratomo Hadijah Hadijah Handayani, Sri Harisman, Gani HELNI ANGGRAINI Henny Sanulita Hermadianti, Nisa Hutasoit, Julinda Imami Nur Rachmawati Inayah, Maudila Ince Raden Indah Anisykurlillah Indraini, Putu Lusita Nati Indri Neforawati, Indri Indriani, Putu Lusita Nani Irdamurni ismu nandar Ismunandar Karno Karno Khoiriawati, Novi Khusnul H, Resya Fauka khusnul khotimah Komala Sari, Siti Nur Kurniasih, Sinta Kutiah, Kutiah Laksmi Dewi, Laksmi Lasmijiani, Lasmijiani Linda Setiawati, Linda Lusiyanti, Ayang Maharani Maharani, Maharani Mariati, Piska Mastina, Mastina Mayangsari, Ita MERISA RISKI Meta Anggraini Mildaratu, Mildaratu Muhammad Muhajirin, Muhammad Muhammad Subhan Mujiarto, Mujiarto Murniati . Mutiah Mutiah Mutiara Hikmah Nabila, Dita Dwi Ningsih, Arfita Nita Aryani Noviyanti, Toyiba Nurdian Susilowati Nurhaedah Nurhaedah Nurhanifah Nurhanifah Nurlaeli, Nurlaeli Nurmiati Nurmiati Pesihatu, Jumeiyanti Fajar Sitta Pratiwi, Cici Pujiono, Topan Puspita Sari, Erma Putri, Mirta Dwi PUTU LUSITA NATI INDRIANI Qodriyah, Indah Nor Rachmadiah, Yudith Ragil Wijianto Rahmadani, Sendy Pratiwi Rama, Faby Toriqir Rama, Faby Toriqir Ratna Dewi Reffi Dhamayanti Rifaldi, Ari Risda Amini Riswanti, Riswanti Rizki Amalia Rochyat, Erwin Arief Romadhon, Muhammad Rusmini, Siti Sabriana, Riska Samsinar Samsinar Saputro, Iksan Adi Sardiarinto Sardiarinto Sari, Erma Puspita Sari, Noor Vita Sartika S, Titin Dewi Sartika, Veira Delli SENDY PRATIWI RAHMADHANI Sholikah, Marhatun Sintia, Tia Siti Aisyah SITI AISYAH HAMID Sitta Pesihatu, Jumeiyanti Fajar Solekah, Khofifah Nur Sri Maryati Sri Rejeki Sri Wahyuni Sunanih Sundari Sundari Suprida, Suprida Supriyadi, Andhi Supriyanta Supriyanta Suryana, Ella Suswati, Lis SYAHRANI SYAHRANI Syamsul Hadi Senen, Syamsul Hadi Syihatinal A, Ahlis Thahirah, Thahirah Timor, Meri Ratna TITIN DEWI SARTIKA SILABAN Treasa, Adisty Dwi Usemahu, Nurma Yuni Pary Wahyu Ernawati Wahyuni, Ismi Wardani, Rina Winda Istiandini Wiranti, Bhakti Yesi Gusmania, Yesi Yosi Eka Putri Yunita Kristina