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All Journal Jurnal Pendidikan Vokasi Jurnal Kependidikan: Penelitian Inovasi Pembelajaran JPTK: Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Pendidikan Teknologi dan Kejuruan IPTEK The Journal for Technology and Science Journal of Education and Learning (EduLearn) Jurnal Penelitian Pendidikan Matematika dan Sains Ekuitas: Jurnal Pendidikan Ekonomi JFA (Jurnal Fisika dan Aplikasinya) JIEET (Journal of Information Engineering and Educational Technology) Jurnal Pendidikan : Riset dan Konseptual Jurnal Dimensi Pendidikan dan Pembelajaran Educatio The Spirit of Society Journal : International Journal of Society Development and Engagement KACANEGARA Jurnal Pengabdian pada Masyarakat MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer JPM : Jurnal Pendidikan Matematika JISIP: Jurnal Ilmu Sosial dan Pendidikan GERAM (GERAKAN AKTIF MENULIS) International Journal for Educational and Vocational Studies Jurnal Studi Guru dan Pembelajaran Parameter Journal of Engineering, Technology, and Applied Science (JETAS) Indonesian Journal of Engineering and Technology (INAJET) INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Jurnal Teknik Informatika (JUTIF) JPTE: Jurnal Pendidikan Teknik Elektro JASEE Journal of Application and Science on Electrical Engineering IJORER : International Journal of Recent Educational Research Jurnal Teknik Elektro (JTE) LEARNING : Jurnal Inovasi Penelitian Pendidikan dan Pembelajaran Edu Cendikia: Jurnal Ilmiah Kependidikan Journal of Applied Business, Taxation and Economics Reseach Journal FORTEI-JEERI Journal of Informatics and Computer Science (JINACS) Edukasiana: Jurnal Inovasi Pendidikan Jurnal Pendidikan Teknik Elektro Jurnal Pendidikan Sultan Agung Kanigara Ekuitas Jurnal Pnedidikan Ekonomi Jurnal Komtika (Komputasi dan Informatika)
Lilik Anifah
Universitas Negeri Surabaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Other

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A Novel CNN-Based Approach for Classification of Tomato Plant Diseases Miftahus Sholihin; Mohd Farhan Bin Md. Fudzee; Lilik Anifah
MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol. 24 No. 3 (2025)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/matrik.v24i3.4464

Abstract

Tomatoes are one of the most widely cultivated and consumed crops globally, but they are highly susceptibleto various diseases that can significantly reduce yield and quality. Early detection of thesediseases is crucial for effective management and prevention. The objective of this study is to developan accurate early detection system for tomato diseases using deep learning to support effective cropmanagement. The research method employed is a modified Convolutional Neural Network trainedon the PlantVillage dataset, which consists of 21,000 images across 10 disease classes. The studyevaluates three training scenarios using different epoch values (25, 50, and 75) to optimize modelperformance. Data preprocessing included image resizing and augmentation, followed by ConvolutionalNeural Network training and validation. The study’s results showed that increasing epochsimproved the model’s accuracy: 98.18% at 25 epochs, 98.53% at 50 epochs, and 99.19% at 75 epochs.Precision, recall, and F1-score also increased, from 90.95% at 25 epochs to 95.80% at 75 epochs, indicatingenhanced model reliability. However, longer training times were required as the epoch countincreased. This research concludes that a modified Convolutional Neural Network can accuratelyclassify tomato diseases, providing a reliable and practical tool for early disease detection. The proposedsystem has the potential to be integrated into mobile applications for real-time use in the field.It contributes to sustainable agriculture by enabling timely disease intervention and improving cropproductivity.
Influence Self-Regulated Learning on Creative Thinking Skills in Modern Hair Bun Styling Material: Systematic Literature Review Afifah, Nabila Tri; Maspiyah, Maspiyah; Pritasari, Octaverina Kecvara; Buditjahjanto, I Gusti Putu Asto; Anifah, Lilik
JISIP: Jurnal Ilmu Sosial dan Pendidikan Vol 10, No 1 (2026): JISIP (Jurnal Ilmu Sosial dan Pendidikan) (Januari)
Publisher : Lembaga Penelitian dan Pendidikan (LPP) Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58258/jisip.v10i1.9919

Abstract

This study aims to analyze the contribution of Self-Regulated Learning to students’ creative thinking skills in modern hair bun styling through a Systematic Literature Review approach. The urgency of this research lies in the vocational education demand for learners who are not only technically skilled but also capable of demonstrating creativity in solving aesthetic problems and producing original modern hair bun designs. This research employs a Systematic Literature Review guided by the PRISMA 2020 protocol, including identification, screening, eligibility, and synthesis of national and international indexed articles published between 2019 and 2024 related to Self-Regulated Learning and creative thinking skills. The findings indicate that Self-Regulated Learning has a consistently positive influence on creativity, particularly through metacognitive processes such as planning, strategy monitoring, and reflection. Results also highlight key supporting factors, including scaffolding, project-based learning, and digital learning environments, while barriers include limited instructional support and unsupportive learning conditions. The study concludes that integrating Self-Regulated Learning systematically into vocational aesthetic education is essential to enhance students’ creativity and recommends improving scaffolding practices and implementing project-based tasks as effective strategies.
SISTEM PANIC BUTTON UNTUK KONDISI DARURAT WARGA DESA BERBASIS INTERNET OF THINGS Zubairi, Muhammad Yusman; Wanarti Rusimamto, Puput; Anifah, Lilik; Kholis, Nur
JURNAL TEKNIK ELEKTRO Vol. 15 No. 1 (2026): JANUARI 2026
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jte.v15n1.p20-29

Abstract

Keamanan dan keselamatan masyarakat desa sering terancam oleh kondisi darurat seperti bencana alam, kebakaran, tindak kriminal, maupun keadaan medis yang membutuhkan respons cepat. Keterbatasan akses komunikasi menjadi salah satu kendala dalam penyampaian informasi darurat secara efektif. Penelitian ini bertujuan merancang dan membangun sistem Panic Button berbasis Internet of Things (IoT) untuk membantu warga desa dalam melaporkan keadaan darurat dengan cepat dan efisien. Sistem dikembangkan menggunakan mikrokontroler ESP32, sensor suhu DS18B20, DFPlayer Mini sebagai media peringatan suara, serta aplikasi berbasis web untuk pengiriman notifikasi darurat. Metode penelitian yang digunakan adalah eksperimen dengan pendekatan kuantitatif melalui pengujian fungsionalitas perangkat keras dan perangkat lunak, pengukuran waktu respons, keandalan sistem, serta observasi kemudahan penggunaan oleh warga. Hasil pengujian menunjukkan bahwa sistem mampu merespons laporan darurat dalam waktu rata-rata 1–2 detik pada jaringan WiFi desa dan 3–8 detik pada jaringan seluler. Tingkat keberhasilan pengiriman notifikasi hingga 100%. Selain itu, warga dapat menggunakan aplikasi dengan mudah tanpa pelatihan khusus dan memahami notifikasi darurat yang ditampilkan. Dengan demikian, sistem Panic Button berbasis IoT ini terbukti dapat meningkatkan keamanan dan mempercepat komunikasi dalam kondisi darurat di lingkungan desa.
Co-Authors A. Nur Afika Achilles Jaka Dewayana Adikara Achmad Akmal Fikri Achmad Imam Agung Adib Hafizh Pujabaladika ADITIA KURNIAWAN Afifah, Nabila Tri Agfianto, Tomi Agung Prijo Budijono Agus Budi Santosa Agustin T, Rr Hapsari Peni Akhmad Fahrur Rozi Ali Hasbi Ramadani Alpiana, Intan Alyafi, Mochammad Adam Amelia Salsabila Andri Arfianto Ansori, Zainal Mujib ARDHIKA RYZHA NURMAWAN Arif Setiawan Arif Widodo Asto, I Gusti Putu Aye Aye Mon Ayu Dini Ardianti Bambang Suprianto . Buditjahjanto, I Gusto Putu Asto Buitjahjanto, I Gusti Putu Asto Chatarina Umbul Wahyuni Choiria, Rini DELTA ARYA HERDYANTO Deviana, Ria Dewangkara, Putra Priangga Dita Larasati, Dita Dwikoranto Edy Sulistiyo Edy Sulistiyo Eka Andila Putri.K.K Ekohariadi Ekohariadi Ekohariadi Ekohariadi Endryansyah . . Endryansyah . . Endryansyah Endryansyah Farhana, Farhana Farid Baskoro Farid Baskoro Faris Dawwas Farisi, Isfandiar Naufal Firdaus Prasetyawan Firlani, Tony Fitri, Dyah Pranesti Shafira Fitriyah, Nur Aida Fransisca, Yulia Fudzee, Mohd Farhan Md Goenawan, Christian Ardi Candra Haafizhah, Faldy Naufal Hainur Rasid Achmadi Hapsari Peni Hapsari Peni Agustin Tjhayaningtijas Harmanto Harmanto Haryanto Haryanto Heru Arizal Hibatullah, Muhammad Hanif Hisyam Muhammad Fuad AL Azka I G P Asto B I Gusti Putu Asto I Gusti Putu Asto B I Gusti Putu Asto B I Gusti Putu Asto B. I Gusti Putu Asto Buditjahjanto I Ketut Eddy Purnama IHSAN NURKHAKIM Ihtifazhuddan, Razan Intan Alpiana Irfansyah, Juki Ismail, Mohd Norasri Ismet Basuki Ismet Basuki Izza, Nida Nurul Jahjanto, I Gusti Putu Asto Khrisna Budi Prasetyo Kurnia Dwi Ariyanti Lestari, Ika Rokhasari Lestari, Yeni Kusuma Lestari, Yoni Dwi Lugita Sari, Prisillia Lusia Rakhmawati Lusia Rakhmawati Lutfiyah Hidayati Lutfiyah Nurlaela Luthfiyah Nurlaela M. Rosidi Zamroni Mahani, Sollia MARIA BINTANG Maspiyah Maspiyah Maulana Rizki Aditama Mauridhi Heri Purnomo Mauridhi Hery Purnomo Meini Sondang Sumbawati Mifta Dwi Rachmawati Miftahus Sholihin Miftahus Sholihin Moch Hariadi Mohd Farhan Bin Md. Fudzee Muchlas Samani Muhamad Syariffuddien Zuhrie Muhamad Syariffuddien Zuhrie Muhammad Anas Noval Muhammad Syariffuddien Zuhrie Muhammad Syariffuddien Zuhrie Muhammad Syariffuddien Zuhrie, Muhammad Syariffuddien Mulifah, Mulifah Munoto Munoto Munoto Munoto Munoto Munoto Ningrum, Sulis Desiana Nugroho, Dwi Novianto Nugroho, Yuli Sutoto Nur Hasanah Nur Kholis Nur Kholis Nur Kholis Nurdiansyah, Aristyawan Nurhayati Nurhayati Nurhayati Nurhayati Nurlaela, Lutfiyah Nurul Rahma Fikha Sujarwo Nurwijayanti Parama Diptya Widayaka Pradypta, Afrianzah Prasetyawan, Firdaus Prasetyo, Khrisna Budi Prasetyoaji, Mukhamad Rio Eka Pratama, Dimas Surya Pritasari, Octaverina Kecvara Priyono Priyono Puput Wanarti Rusimamto Puput Wanarti Rusimamto PUTRA NURDIANSYAH, ARISTYAWAN Rachmawati, Mifta Dwi Raden Mohamad Herdian Bhakti Rahayu, Imami Arum Tri Ramadhina, Wansyka Ratna Suhartini Razan Ihtifazhuddan Revi Safitri Rifqi Firmansyah Rifqi Firmansyah, Rifqi Rina Harimurti Rizki Rizaldy, Moch. Fahmy Rochman, Miftahur RR. Ella Evrita Hestiandari Rudyana, Anisa Wahyu Saadah, Ayu Ummatus Sari Cahyaningtias Sari Cahyaningtias Sari, Handini Novita Setyawarhana, Burhanuddin Yusuf Setyowati, Lis Setyowati, Wiwit Wahyu Shihab Saifullah, Muhamad Alwi Soeryanto Soeryanto SRI PURWANDANI Subekti, Muhammad Yayang Subuh Isnur Haryudo SULISTIYO, EDY Supartini, Titin Susiani, Irna Syarifah, Nur Afni Tjahjaningtijas, Raden Roro Hapsari Peni Agustin Tjahjanto, I Gusti Putu Asto Budi Tri Rijanto Tri Rijanto Tyas Arumningsih Umaroh, Susi Tri Unit Three Kartini Ushofa, Baroroh Dhiya' Utomo, Bekti WANARTI RUSIMAMTO, PUPUT Wanarti, Puput WARJU Wiwik Handayani Wiwit Wahyu Setyowati WRAHATNOLO, TRI Yuli Sutoto Nugroho Yuli Sutoto Nugroho Yuli Sutoto Nugroho Yuwono, Dany Purno Zaki, Ibrahim Yusuf Zubairi, Muhammad Yusman Zuhrie, M. Syariffuddien Zuhrie, Muhamad Syariffuddien Zulfannur Zulfannur Zulfannur, Zulfannur