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Color-Based Spot Detection Using Automatic Leaf Segmentation in Potato Plants Sholehurrohman, Ridho; Sari, Kartika; Junaidi, Akmal
Integra: Journal of Integrated Mathematics and Computer Science Vol. 2 No. 3 (2025): November
Publisher : Magister Program of Mathematics, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26554/integrajimcs.20252339

Abstract

Potato (Solanum tuberosum L.) is one of the world’s major food crops, playing a vital role in supporting food security and nutritional resilience. However, its productivity is often threatened by foliar diseases such as early blight and late blight, which can cause significant yield losses. This study aims to develop a lightweight and explainable classification method for detecting potato leaf diseases based on automatic leaf segmentation and color-based spot analysis. Early and accurate disease detection is essential to support preventive actions in plant protection. The proposed method integrates automatic leaf segmentation using HSV-based thresholding to isolate the leaf region from the background, followed by color-based spot detection to identify disease symptoms. Extracted features include spot area, number of detected spots, and average hue values, which were then classified into three categories (healthy, early blight, and late blight) using a rule-based approach. Validation was conducted by manually comparing classification outputs with ground truth derived from file names. The results show that the method can successfully segment potato leaves, detect spot regions, and classify disease types consistently with manual validation. Although not evaluated through large-scale statistical metrics, the findings indicate that this color-based approach provides a reliable foundation for lightweight potato leaf disease detection without requiring deep learning models.
Pemberdayaan Masyarakat Melalui Optimalisasi Pemanfaatan Buah Bit dalam Upaya Mengurangi Resiko Anemia pada Ibu PKK Kelurahan Candirejo Rini Susanti; Sari, Kartika; Jatmiko Susilo
INDONESIAN JOURNAL OF COMMUNITY EMPOWERMENT (IJCE) Vol. 7 No. 2 (2025): Indonesian Journal of Community Empowerment November 2025
Publisher : UNIVERSITAS NGUDI WALUYO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35473/ijce.v7i2.4433

Abstract

Anemia is a condition in which the hemoglobin (Hb) level in the blood is lower than normal as a result of a deficiency of one or more essential nutrients. Currently, anemia is one of the most common and difficult nutritional problems throughout the world, both in developing and developed countries. Anemia can be experienced by all age groups, especially teenagers. Beetroot can help overcome anemia because it contains iron, vitamin C, and folic acid needed for the formation of red blood cells. The benefits of beetroot for anemia include: helping to increase hemoglobin levels in the blood, maintaining health, normalizing low blood pressure, preventing inflammation of blood vessels, preventing birth defects, preventing hypertension and stroke, cleansing the intestines, reducing kidney stones, improving menstrual problems. How to consume beetroot: Drink beetroot juice once a day as much as 250ml, for 7 days to overcome anemia. It can also be combined with beetroot and honey. The goal is to increase knowledge about anemia and the benefits of beetroot. The PKM program implementation method uses a participatory approach, meaning that fostered partners will be actively involved in every stage and coaching activity that will be carried out through health education which is then continued with the implementation of daily habits by mothers and families. To analyze the level of participant understanding, pre- and post-test questionnaires were used. The pre-test results showed that 12 mothers (60%) had poor knowledge and 8 mothers (40%) had good knowledge. The post-test results showed that the majority of mothers had good knowledge, 15 mothers (75%) had good knowledge and 5 mothers (25%) had poor knowledge. The implementation of this PKM activity was very effective and beneficial in increasing the knowledge and understanding of PKK mothers about anemia and its management. ABSTRAK Anemia merupakan suatu kondisi dimana kadar hemoglobin (Hb) dalam darah lebih rendah dari normal sebagai akibat dari kekurangan satu atau lebih zat gizi esensial. Saat ini anemia merupakan salah satu masalah gizi yang paling umum dan sulit diatasi di seluruh dunia baik negara berkembang maupun negara maju. Kejadian anemia dapat dialami oleh semua kelompok umur terutama remaja. Buah bit dapat membantu mengatasi anemia karena mengandung zat besi, vitamin C, dan asam folat yang dibutuhkan untuk pembentukan sel darah merah. Manfaat buah bit untuk anemia antara lain : membantu meningkatkan kadar hemoglobin dalam darah, menjaga Kesehatan, menormalkan tekanan darah rendah, mencegah peradangan pembuluh darah, mencegah cacat lahir, mencegah hipertensi dan stroke, membersihkan usus, mengurangi batu ginjal, memperbaiki masalah menstruasi. Cara mengonsumsi buah bit yaitu Minum jus buah bit 1 kali/ hari sebanyak 250ml, selama 7 hari untuk mengatasi terjadinya anemia. Bisa juga dikombinasikan buah bit dan madu. Meskipun Buah Bit berpotensi, pengetahuan WUS tentang pemanfaatan dan pengolahan Buah Bit sebagai penambah darah masih minim di wilayah mitra. Oleh karena itu, kegiatan PkM ini bertujuan untuk meningkatan pengetahuan tentang  anemia dan  pemanfaatan buah Bit. Metode pelaksanaan program PKM dengan metode pendekatan partisipatif, artinya mitra binaan akan secara aktif dilibatkan dalam setiap tahapan dan kegiatan pembinaan yang akan dilakukan melalui pendidikan kesehatan yang kemudian dilanjutkan dengan penerapan kebiasaan sehari-hari oleh ibu serta keluarga. Untuk menganalisis tingkat pemahaman peserta digunakan kuesioner pre dan post test. Hasil pre test di dapatkan hasil bahwa 12 orang ibu (60%) memiliki pengetahuan yang kurang dan 8 orang ibu (40%) memiliki pengetahuan baik sedangkan hasil post test didapatkan sebagian besar ibu memiliki pengetahuan baik sejumlah 15 orang (75%) dan  5 orang ibu (25 %) memiliki pengetahuan kurang. Penyelenggaraan kegiatan PKM ini sangat efektif dan bermanfaat meningkatkan pengetahuan dan pemahaman ibu-ibu PKK  tentang anemia dan penatalaksanaannya
Smart Waste ATM: Sistem Pemilah Sampah Dengan Poin Otomatis Tria Anggraini , Yessa; Suhardi; Sari, Kartika
Adopsi Teknologi dan Sistem Informasi (ATASI) Vol. 4 No. 2 (2025): Adopsi Teknologi dan Sistem Informasi (ATASI)
Publisher : Mulawarman University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/atasi.v4i2.3482

Abstract

Pengelolaan sampah merupakan salah satu isu lingkungan yang semakin mendesak, termasuk di Indonesia. Pertumbuhan populasi dan urbanisasi yang pesat menyebabkan volume sampah meningkat, sementara sistem pengelolaan sampah di berbagai daerah belum memadai. Di Universitas Tanjungpura (UNTAN), tantangan pengelolaan sampah masih dirasakan, terutama dalam hal pemilahan jenis sampah. Meskipun komunitas bank sampah UNTAN telah aktif dalam pengumpulan dan daur ulang sampah, partisipasi masyarakat masih rendah karena kurangnya insentif. Penelitian ini mengusulkan sistem Smart Waste ATM berbasis mikrokontroler ESP32 untuk mendorong masyarakat memilah sampah dengan memberikan poin sebagai bentuk penghargaan. Sistem ini mengidentifikasi pengguna melalui kartu RFID, mengklasifikasikan jenis sampah plastik atau logam menggunakan sensor kapasitif dan induktif, serta menghitung berat sampah menggunakan sensor load cell untuk menentukan poin. Data dikirim ke server melalui Wi-Fi dan ditampilkan di website. Sensor ultrasonik digunakan untuk memantau ketinggian sampah dan mengirim notifikasi ke Telegram saat wadah sampah penuh. Hasil pengujian menunjukkan klasifikasi jenis sampah berjalan akurat, dengan rata-rata error pengukuran berat 7,72%. Sensor ultrasonik menunjukkan error 9,89% pada wadah logam dan 11,01% pada wadah plastik. Sistem dinyatakan berhasil dan efektif dalam menjalankan seluruh fungsi yang dirancang. 
PENGARUH DISIPLIN, LINGKUNGAN KERJA DAN PELATIHAN TERHADAP KINERJA DENGAN KOMITMEN SEBAGAI VARIABEL INTERVENING Safan, Azian M.; Sari, Kartika; Djati , Leryza Audryna
Jurnal Visionida Vol. 11 No. 2 (2025): Desember
Publisher : Fakultas Ekonomi Universitas Djuanda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30997/jvs.v11i2.22963

Abstract

This study aims to analyze the effect of work discipline, work environment, and training on employee performance with commitment as an intervening variable at the Kopdit Guru Kelubagolit Savings and Loan Cooperative Office, East Flores Regency. The research method used is a quantitative. Data were collected through questionnaires distributed to all employees using a saturated sample of 64 employees. The analysis used multiple linear regression. The stages of analysis included validity, reliability, classical assumptions, partial tests, and Sobel tests to examine the role of intervening variables. The results showed that work discipline and training did not have a significant effect on commitment, while the work environment had a significant effect on employee commitment. Work discipline and commitment had a significant effect on employee performance, while the work environment and training did not have a direct effect on performance. Further findings indicate that commitment does not mediate the influence of work discipline and work environment on performance, but commitment is able to mediate the influence of training on employee performance. These findings confirm that improving employee performance is more effectively achieved through strengthening work discipline and organizational commitment, as well as optimizing training that can build employee commitment.
Transforming Indonesian Primary Education Through Creativity Development in the 21st Century Sari, Kartika; Siswadi, Siswadi
Journal of Basic Education Research Vol 7 No 1 (2026): January
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jber.v7i1.2578

Abstract

Purpose of the study: This research aims to analyze the urgency and strategies for developing creativity in basic education in Indonesia, especially in elementary schools, as the foundation for the formation of human resources that are adaptive, innovative, and ready to face the challenges of 21st century education. Methodology: This study used a standard printed questionnaire without a brand, manual observation sheets, and photo documentation using an Android phone camera (Samsung Galaxy A series). The methods applied include descriptive qualitative approaches, thematic analysis, literature studies, student surveys, and teacher reflection. The software used is Microsoft Word 2019 and Mendeley Desktop. Main Findings: The development of creativity in elementary schools has been shown to increase students' learning motivation by 41% and ecological awareness by 24%. Project-Based Learning and the Learning Cycle approach are effective in encouraging creative thinking across subjects. The role of teachers as creative role models is a key factor in creating a safe, participatory, and classroom climate oriented towards the originality of ideas and contextual problem solving. Novelty/Originality of this study: The novelty of this research lies in the integration of the 4P framework of creativity with empirical data on student voices and teacher reflections in rural elementary schools. This study shows that environment-based contextual creativity and PjBL not only increase learning motivation, but also ecological awareness. These findings broaden the understanding of creativity development as an adaptive strategy for primary education in the VUCA era.
PENGARUH WAKTU PENYULINGAN UAP TERHADAP RENDEMEN, KOMPOSISI KIMIA, DAN KEPATUHAN SNI MINYAK SERAI WANGI (Cymbopogon nardus) Saputra, Wahyudi Deka; Sari, Kartika; Rialdi, Azzahra Putri
Jambura Journal of Food Technology Vol 7, No 03 (2025): DESEMBER
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jjft.v7i03.35305

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh waktu penyulingan uap terhadap rendemen, komposisi kimia, dan kepatuhan SNI minyak serai wangi (Cymbopogon nardus). Bahan baku berupa batang dan daun serai wangi disuling menggunakan alat distilasi uap skala pilot plant dengan variasi waktu 2, 3, 4, 5, dan 6 jam. Rancangan percobaan yang digunakan adalah Rancangan Acak Kelompok (RAK) dengan tiga ulangan. Hasil penelitian menunjukkan bahwa waktu penyulingan berpengaruh nyata terhadap rendemen dan indeks bias, tetapi tidak berpengaruh signifikan terhadap bobot jenis dan kelarutan dalam etanol 80%. Rendemen tertinggi diperoleh pada lama penyulingan 4 jam sebesar 0,74%, kemudian menurun pada 5–6 jam. Nilai indeks bias meningkat dari 1,4733 (2–3 jam) menjadi 1,4807 (6 jam), sementara bobot jenis dan kelarutan masih memenuhi SNI 06-3953-1995. Hasil analisis GC–MS menunjukkan kandungan sitronelal sebesar 30,93% dan geraniol sebesar 23,04%, keduanya belum mencapai ambang SNI. Dengan demikian, penyulingan selama 4 jam direkomendasikan sebagai durasi optimal untuk menghasilkan rendemen tinggi dengan mutu fisikokimia yang sesuai standar.
PERANCANGAN ALAT PENYORTIR KUALITAS TELUR AYAM BERBASIS ARDUINO MENGGUNAKAN METODE K-NEAREST NEIGHBORS Ananda, Muharam Rizqi; Rismawan, Tedy; Sari, Kartika
Jurnal Informatika dan Teknik Elektro Terapan Vol. 14 No. 1 (2026)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v14i1.9031

Abstract

Telur ayam merupakan sumber protein hewani yang mudah didapat, diolah, dan kaya akan nutrisi, namun proses penyortiran kualitas telur masih dilakukan secara manual dengan keterbatasan signifikan dari segi efisiensi. Penelitian ini merancang sistem penyortir kualitas telur ayam otomatis berbasis Arduino dan ESP32 dengan penerapan metode klasifikasi K-Nearest Neighbors (KNN). Sistem mengintegrasikan tiga jenis sensor untuk mengklasifikasikan telur berdasarkan parameter objektif yaitu sensor LDR mengukur intensitas cahaya yang menembus cangkang telur, sensor loadcell mengukur berat telur, dan sensor MQ-2 mendeteksi gas yang mengindikasikan pembusukan telur. Arduino berperan dalam pembacaan data sensor, sementara ESP32 memproses data menggunakan metode KNN untuk mengklasifikasikan telur sebagai bagus atau buruk. Hasil klasifikasi ditampilkan pada LCD I2C, dan telur dipisahkan secara otomatis menggunakan motor servo. Pengujian terhadap 30 data uji menunjukkan akurasi klasifikasi 75%, dengan precision 77,27%, recall 89,47%, dan F1-Score 82,93%. Tingkat akurasi ini menunjukkan bahwa kombinasi sensor-sensor dengan metode KNN memiliki potensi sebagai prototipe awal. Meskipun perlu ditingkatkan lebih lanjut, penelitian memberikan kontribusi dalam mengotomasi proses manual dan membuka peluang pengembangan sistem sortir yang lebih akurat.
Pengalaman Penyesuaian diri Mahasiswa Nonmuslim dalam Lingkungan Kampus Mayoritas Muslim: Studi Kualitatif (The Adjustment Experiences of Non-Muslim Students in a Muslim-Majority Campus Environment: A Qualitative Study) Hanandhya, Mahira Imtinan; Nurriezqa, Aisyah Eldwina; Hidayat, Raisa Khaira; Marnila; Mubarok, Wildan; Sari, Kartika
Happiness: Journal of Psychology and Islamic Science Vol. 9 No. 2 (2025): December
Publisher : Program Studi Psikologi Islam, Universitas Islam Negeri (UIN) Syekh Wasil Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30762/happiness.v9i2.3047

Abstract

Syiah Kuala University (USK) is one of the state universities in Indonesia located in Aceh, where the majority of students are Muslim. Such an environment can be an important factor that influences the experience of non-Muslim students in adjusting to an environment rich in Islamic values and norms. The purpose of this study is to determine how non-Muslim students at USK adjust, including the challenges they face and how they adapt to their surroundings. This study uses a qualitative method with a phenomenological approach. Data collection for this study was conducted through observation and in-depth interviews using a semi-structured interview model. There were five research participants obtained through purposive sampling, with the criteria being active students at USK who are non-Muslim. The results of this study show that the adjustment process of non-Muslim students is going quite well. Challenges in the form of cultural differences, religious activities, and social norms on campus were faced with an open attitude, mutual respect, respect for worship time, and adjusting the way of dressing. Conversely, the support of the environment greatly helped them to adapt. Peers, lecturers, and student organizations were perceived as tolerant. They felt mutual respect and received adjustments to their activity and worship schedules in accordance with their religion. The people around them also actively and openly build relationships with them, so that they feel accepted for who they are without discrimination.
The Influence of Financial Literacy and Financial Technology on the Quality of Financial Statements Purwanti, Rizki; Agustin, Khairunnisa; Sari, Kartika; Fitriani, Novi; Irawan
Proceedings of The International Conference on Computer Science, Engineering, Social Science, and Multi-Disciplinary Studies Vol. 1 (2025)
Publisher : CV Raskha Media Group

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64803/cessmuds.v1.112

Abstract

    This study examines the impact of financial literacy (the ability to understand and manage financial concepts) and financial technology (the use of digital tools to record, manage, and report finances) on the quality of financial reports (relevance, consistency, accuracy, and timeliness). Using a quantitative approach through a questionnaire survey of accounting students, the analysis includes validity, reliability, classical assumptions, and multiple linear regression tests. Results: Financial literacy has a significant positive effect on report quality; financial technology is not partially significant; together, the two contribute 34.8%, with the remainder influenced by other factors. This study is expected to enrich accounting theory and provide practical guidance for improving reporting standards.  
Integrated Strategy For Information System Security Assessment Through The Implementation Of ISO 27001 Standards Sari, Kartika; Harnia, Afsha; Hidayah, Siti Nur; wardhani, Neng Sri
Proceedings of The International Conference on Computer Science, Engineering, Social Science, and Multi-Disciplinary Studies Vol. 1 (2025)
Publisher : CV Raskha Media Group

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64803/cessmuds.v1.129

Abstract

Information security has become a critical organizational requirement in the era of digital transformation, as the increasing use of information systems exposes organizations to complex and evolving cyber threats. Information security can no longer be treated solely as a technical issue but must be managed through a structured management framework. This study aims to analyze and synthesize previous research related to the implementation of ISO/IEC 27001 as an international standard for Information Security Management Systems (ISMS). This research adopts a qualitative literature review approach by examining scientific articles, standards documents, and relevant publications related to ISO/IEC 27001, risk management, and information security governance. The analysis focuses on key themes, including risk-based security management, governance structures, continuous improvement using the Plan–Do–Check–Act (PDCA) cycle, and organizational readiness. The results indicate that ISO/IEC 27001 provides a comprehensive framework for strengthening information security governance, improving risk management practices, and enhancing organizational resilience against cyber threats. Furthermore, successful implementation is strongly influenced by leadership commitment, employee awareness, and continuous monitoring mechanisms. This study contributes by providing an integrated understanding of ISO/IEC 27001 implementation from prior studies and offers practical insights for organizations seeking to enhance their information security management practices.
Co-Authors Abda Abda Adi Heri Afifah, Irma Agestianti, Ruth Agung Bambang Setio Utomo Agustia, Yesi Agustin, Khairunnisa Akmal Junaidi Alawiyah, Isnaini Alindra, Afridha Laily Amalia Rahmawati Aminuddin, Jamrud Ananda, Muharam Rizqi Anggia, Yosi Anjeli Kusuma Wijayanti Anna Mardiana Handayani Annisa Amalia Annisa Annisa Asmukyati, Yati Asyriah, Nor Avizza, Pinkan Ledy Ayu, Putri Azhari, Ichwan Azian M. Safan Azzahra Putri Rialdi A’yun, Nidha Aulia Qurrata Bayti Widya Rezky Bilalodin Bilalodin Budi Utomo, Agung Bambang Candrasuari, Ni Luh Putu Diah Ayu Dahlia Dahlia Dari, Qorinah Wulan DEWI SARTIKA Djati , Leryza Audryna Edi Surya, Edi Emmawati, Aswita Eppang, Yudiarsi Era Sonita Evi Yulianti Fakikhah, Dila Toebatul Fitriani, Novi Frischila Barnabas , Yuni Halifah , Rofikoh Hamka Hamka, Hamka Hanandhya, Mahira Imtinan Harnia, Afsha Hasna Heryn Mandala Putri Hidayat, Raisa Khaira Husnul Khatimah I WAYAN SUMARJAYA Ibrahim Musa, Ibrahim Indah Emilia Wijayanti Indriati, Marlinda Irawan Irma Nirmala Isfaizah ISHAK ISKANDAR Isnen, Yazid Zainur Izziah, Putri Jatmiko Susilo Jazaul Husna Joni, Yefri Khaerunnisa, Hanie Khoryanton, Ampala Kiki Wahyuni Kms. Muhammad Amin Fauzi Kuntina, Alwansyah L. Tobing, Rangga Labibah, Nitha Nasywa Lely Safrina, Lely Lestari, Nurul Khofifah Lintang Wening Pembayun Lumban Toruan, Parmin Mardiansah, Rifki Marlina Ekawaty Marmawi R . Marnila Marty Mawarpury Masno Marjohan Maulida Rachmawati Maulidina, Rifatul Maya Khairani Muhardi Mulfira firnanda Munawar Ismail muwaffaq, Abiyyu Sayyid Nabella, Rihana Sofie Nabella, Rihana Sofie Nabella Nabila, Syifa Nabila, Viska Aisyah Nabilah, Azmi Nafira, Annisa Ni Ketut Tari Tastrawati Nita Amalia Nur Azizah Novita Sari Nufus, Anisa Tasfiatun Nur Rahmawati Nurdina Rasjid Nurhaliza, Yunia Nurjannah Bachri Nurmala, Riska Nurriezqa, Aisyah Eldwina Nurul Badriyah Nur’aisyah, Salsadilla Siti Oryza Sativa Pajar Praktino, Budi Purwanti, Rizki Putri Dahlia Febiyola Putri Soraiya, Putri Radeetha, Radeetha Rahma, Aulia Fathiya Rahmawati, Syafia Amanda Rangkuti, Ilhan Rayfatsyah Rianti, Ulfa Rina Mardiana Rini Susanti Risana Rachmatan Rizkiyah, Annisa Rizky Maulana, Rizky Rohmaniyah, Rohmaniyah Rosmana, Primanita Sholihah Rosmiati , Meiti Rosy Hutami Rusli Yusuf Ruswan, Acep Safan, Azian M. Sanjaya, Hartanto Saputra, Wahyudi Deka Saragih, Emi Juwita Sari, Adinda Fuspita Septian, Tegar Tri Setiabudi , Angga Setiawan, Feri Setyaningsih, Istianah Setyo Tri Wahyudi Sholehurrohman, Ridho Siswadi Siswadi Siswadi Siti Haryani Siti Nur Hidayah, Siti Nur Siti Sarah, Siti Sri Retnaning Sampurnaningsih Subarno Subarno, Subarno Sudirman Sudirman Sugiarti, Endang Suhardi Sujati, Heronemus Sulasmi Sulasmi Sunardi Sunardi susanti, septria Syarifah faradina Tedy Rismawan Teuku Salfiyadi Tomana, Josef Tria Anggraini , Yessa Tutuk Ningsih Wahyu Kurniawati Wardhani, Neng Sri Warso Warso, Warso wati, Hasnidar Wildan Mubarok, Wildan Wildansyah lubis, Wildansyah Winara Winara Yani , Ahmad Zaujatul Amna, Zaujatul Zikriyah