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An optimized transfer learning-based approach for Crocidolomia pavonana larvae classification Risnawati, Risnawati; Rodiah, Rodiah; Madenda, Sarifuddin; Tri Susetianingtias, Diana
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 14, No 3: June 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v14.i3.pp2270-2281

Abstract

The increasing demand for mustard greens has driven farmers to continuously improve mustard greens cultivation. One of the challenges in mustard greens cultivation is the presence of insect pests. A significant pest in mustard greens is Crocidolomia pavonana (C. pavonana). C. pavonana damages plants by feeding on various parts, especially the leaves. The initial step in controlling them is insect pest monitoring. Monitoring aims to establish the control threshold. C. pavonana larvae have four instar stages: instar 1, 2, 3, and 4. Identification of the instar larval stages utilizes deep convolutional neural network (CNN) to classify C. Pavonana larvae on mustard greens using ResNet50V2 and DenseNet169 architectures optimized to enhance classification accuracy. The classification evaluation results show that both DenseNet169 and ResNet50V2 models achieve high accuracy, with DenseNet169 reaching the highest accuracy at 97.1%, while ResNet50V2 achieves an accuracy of 94.2%. The lower loss values on the test data compared to the validation data indicate that the deep learning models have successfully captured the patterns in C. pavonana images for classification. This classification process is expected to be one of the activities in monitoring the instar larvae to improve the accuracy of insecticide spraying and enhance mustard greens production.
Pengabdian Sosial Berbasis Potensi Pelatihan Canvativity dan Fokus Cipta Puisi Azizah, Nur; Rodiah, Rodiah; Setyowati, Endang; Muliyono, Nurwakhid
Jurnal Pengabdian Sosial Vol. 2 No. 9 (2025): Juli
Publisher : PT. Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/y8f8a628

Abstract

Pengabdian Masyarakat Berbasis Potensi (PMBP) merupakan salah satu bentuk kegiatan pengabdian yang dilakukan oleh mahasiswa Universitas Insan Budi Utomo Malang dalam lingkungan sekolah di Malang Selatan Kabupaten Gondanglegi. Melalui kegiatan PMBP mahasiswa dituntut dapat berperan aktif dalam melaksanakan kegiatan-kegiatan tersebut, dimana mahasiswa dapat berinteraksi, bersosialisasi dengan lingkungan sekolah di bagian Malang Selatan sehingga kegiatan PMBP tersebut berjalan dengan lancar metode yang digunakan pada kegiatan PMBP tersebut adalah metode observasi. Mahasiswa PMBP memberikan bimbingan dan penyuluhan pada sekolah SMP NU Gondanglegi untuk ikut serta dalam perencanaan, pemeliharaan, dan pelaksanaan pada kegiatan penyuluhan dan pelatihan dalam kegiatan PMBP ini berjalan lancar dan baik serta mendapatkan dukungan penuh dari pihak sekolah, dengan adanya kegiatan PMBP ini semoga siswa di daerah Malang Selatan semakin sadar dan paham bagaimana bertindak nyata dalam perkembangan zaman digital secara langsung.
PENINGKATAN KOMPETENSI GURU DALAM MENDESAIN MEDIA PEMBELAJARAN INTERAKTIF MENGGUNAKAN GENIALLY UNTUK MENDORONG PARTISIPASI SISWA Dja'far, Harmi Ibnu; Maria Cleopatra; Muhamad Juandi; M. Saltiar Kiswanto; Rodiah, Rodiah; Dede Nurhayati; Ai Rosidah
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 3 No. 5 (2025): Oktober
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v3i5.3069

Abstract

Pengabdian ini bertujuan meningkatkan kompetensi guru dalam mendesain media pembelajaran interaktif menggunakan platform Genially untuk mendorong partisipasi siswa di SMP IT Mandiri Bersemi Cianjur. Metode pengabdian yang digunakan adalah Participatory Action Research (PAR) dengan pelatihan berbasis praktik secara hybrid (daring dan luring) yang diikuti oleh 20 guru dari berbagai mata pelajaran. Hasil pengabdian menunjukkan peningkatan signifikan pada aspek pengetahuan, keterampilan teknis, dan kemampuan penerapan media pembelajaran interaktif, serta tingkat kepuasan peserta yang sangat tinggi terhadap proses pelatihan. Simpulan, pelatihan ini efektif dalam meningkatkan kompetensi guru dan berpotensi mendorong pembelajaran aktif berbasis teknologi, meskipun diperlukan tindak lanjut pendampingan agar hasil pelatihan dapat diimplementasikan secara berkelanjutan.   Kata Kunci: Kompetensi Guru, Media Pembelajaran Interaktif, Genially, Partisipasi Siswa, Pelatihan
Recommendation system for football player recruitment using k-nearest neighbor Maukar, Maukar; Rodiah, Rodiah
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 14, No 5: October 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v14.i5.pp3847-3857

Abstract

In modern professional football, achieving a competitive edge depends not only on on-field performance but also on effective off-field strategies, particularly in player recruitment. This study proposes a machine learning-based recommendation system to support talent identification and optimal player placement using statistical performance data. The model analyzes a wide range of features, including shots, expected goals, expected assists, pass types, offensive contributions, and defensive actions across field zones. The dataset undergoes preprocessing steps such as normalization (per 90 minutes) and dimensionality reduction. A key innovation of this research is the use of principal component analysis (PCA) to reduce feature dimensionality, minimizing redundancy while retaining essential information, which improves model efficiency and scalability. The refined data is then processed using the k-nearest neighbors (KNN) algorithm with cosine similarity, allowing the system to identify players with similar performance profiles based on directional similarity in a high-dimensional space. This combination enhances recommendation accuracy by focusing on performance structure rather than raw values. The resulting system provides actionable insights into player suitability and potential, offering clubs a data-driven tool for informed scouting and recruitment decisions. The approach demonstrates the effectiveness of combining PCA and KNN in optimizing football player recommendation systems.
REPRODUCTION MANAGEMENT OF DAIRY GOATS TOWARDS SUFFICIENT MILK PROTEIN AND STUNTING MITIGATION Sumadiasa, I Wayan Lanus; Dradjat, Adji Santoso; LukmanHY, LukmanHY; Zaenuri, Lalu Ahmad; Rodiah, Rodiah; Hidayah, Nurul; Hidayah , Nurul; Triyani, Rika Subarniati
Jurnal Pepadu Vol 5 No 4 (2024): Jurnal PEPADU
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/pepadu.v5i4.5865

Abstract

Stunting adalah gangguan tumbuh-kembang anak akibat kekurangan gizi kronis dan infeksi berulang, sehingga tinggi badan kurang dari standar dan perkembangan otak terganggu. Penyebabnya adalah faktor sosial-ekonomi (kemiskinan), pendidikan, pengetahuan tentang makanan dan kecukupan ASI, serta kurangnya protein hewani dalam makanan pendamping ASI (MPASI), setta faktor sosio-budaya dan penyakit lainnya. Kasus stunting di Kabupaten Lombok Utara (KLU) khususnya di Kecamatan Bayan cukup tinggi disebabkan asupan kalori yang tidak adekuat. Berdasarkan hal tersebut, dilakukan pengabdian kepada masyarakat (PkM) tentang manajemen reproduksi dalam pengembangan kambing perah dengan tujuan menciptakan ketercukupan protein hewani asal susu untuk mencegah meningkatnya kasus stunting di KLU. Kegiatan dilakukan dengan metode pendekatan partisipatif dan inovatif melalui penyuluhan dan diskusi dengan khalayak sasaran kelompok peternak dan masyarakat di Desa Pemenang Barat. Materi yang disuluhkan adalah cara pemilihan calon induk kambing perah yang baik, teknik perkawinan yang benar, manajemen induk bunting (kandang, pakan, penanganan kelahiran), waktu dan teknik memerah, serta penanganan air susu hasil pemerahan. Hasail kegiatan menunjukkan, PkM berjalan baik dan lancar, dimana peserta sangat tertarik dengan solusi pemecahan masalah stunting yang disuluhkan. Peserta telah memperoleh pengetahuan, pemahaman dan keterampilan tentang manajemen reproduksi kambing perah yang baik dan benar. Mereka berharap dapat memperoleh anak kambing yang sehat dengan produksi air susu yang optimal guna meningkatkan ketercukupan protein hewani, terutama untuk ibu hamil dan bayi di bawah tiga tahun (balita) dalam 1000 hari kehidupannya. Hasil evalusi menunjukkan, pelaksanaan PkM cukup berhasil terlihat dari dukungan, sambutan dan antusiasme peserta penyuluhan yang cukup baik saat diskusi, tidak ditemukan faktor penghambat yang berarti.
REBRANDING TELAGA IJO JELANTIK MENJADI WISATA TIRTA DENGAN PENEBARAN IKAN DAN PENANAMAN POHON PENEDUH Baiq Alfia Rahmatul Aini; Suni, Muhammad Asy’ Arya; Ubudiyah, Sativa; Putra, Wahyuda Mandala; Umri, Ropizar; Haswari, Nanda Ciptaning; Febrian, Baiq Eka; Rodiah, Rodiah; Usiana, Shilan; Maulana, Alvin
Jurnal Wicara Vol 3 No 3 (2025): Jurnal Wicara Desa
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/wicara.v3i3.6757

Abstract

Telaga Ijo Jelantik is a tourist destination in Jelantik Village, Jonggat District, Central Lombok Regency, which has great attraction but is still little known to tourists outside the area. To increase tourist attraction and ecosystem sustainability, Telaga Ijo Jelantik was rebranded through the distribution of fish seeds and planting shade trees. This activity aims to revitalize sustainable natural resources in the context of disaster mitigation, improving ecosystem balance, as well as developing water water tourism attractions so that they have the potential to attract local tourists. Where the outcome can improve the economy of the local community. Implementation methods include location surveys, preparation of plans, outreach to the community, and publication in online media. The results of this activity show that the rebranding of Telaga Ijo Jelantik was well received by the community, seen from the strong will of POKDARWIS and support from the Jelantik Village Management. Distribution of fish seeds and planting shade trees is effective in increasing community environmental awareness and has the potential to support the growth of the micro-economic and creative sectors in Jelantik Village.
Phylogenetic Tree Formation Analysis of SARS-CoV-2 ORF3a Protein using Neighbor-Joining Mahfudhah, Nariswari; Rodiah, Rodiah; Maukar, Maukar
Eduvest - Journal of Universal Studies Vol. 3 No. 11 (2023): Journal Eduvest - Journal of Universal Studies
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/eduvest.v3i11.927

Abstract

SARS-CoV-2 or coronavirus disease is the cause of the world pandemic in 2019 (Adnan et al., 2020). In its development, SARS-CoV-2 has occurred mutations, resulting in the emergence of several new variants (Hartono and Yusuf, 2021). One of the efforts made to determine the occurrence of mutations is to build and analyze phylogenetic tree (van Dorp et al., 2020). ORF3a protein is one of the constituent genes of the SARS-CoV-2 virus (Ahmad et al., 2022). The dataset was obtained through a database that has been publicly published on the NCBI website (https://www.ncbi.nlm.nih.gov/). The data used are homo sapiens from China (Wu et al., 2020), USA (Daniel et al., 2020), France (Shannon et al., 2020), Indonesia (Rantam et al., 2021), Australia (Caly et al., 2020), and Mexico (Mendoza-Salazar et al., 2022). The phylogenetic tree was constructed using the Neighbor-Joining method. The result is ORF3a from Mexico and France are closely related. ORF3a from Mexico and France have the same level of distance and similarity with ORF3a from China and ORF3a from Indonesia have proximity to ORF3a USA.
THE ROLE OF GUAVA FRUIT FILTRATE ON MAINTAINING THE PRE-FREEZING AND POST-THAWED QUALITY OF BALI BULL SPERMATOZOA Sumadiasa, I Wayan Lanus; Lukman, Lukman; Rodiah, Rodiah
Jurnal Kedokteran Hewan Vol 12, No 2 (2018): June
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21157/j.ked.hewan.v12i2.8801

Abstract

This study aimed to determine the role of guava fruit filtrate (GFF) on maintaining the pre-freezing and post-thawed quality of Bali bullspermatozoa in tris-egg yolk (TEY) extender. The bovine semen was collected using artificial vagina twice a week (n= 10). Ejaculate sampleswere divided into four tubes and each tube was respectively added the following diluents: TEY, TEY + 5% GFF, TEY + 10% GFF, and TEY +15% GFF. The diluted semen was filled into the straws (0.25 mL) and cooled in refrigerator at 4 C for 2.5 hours. The samples were kept onvapor phase of liquid nitrogen (N2) (-120 C) for 10 minutes prior to be stored in liquid phase (-196 C). The quality of pre-freezing and postthawedspermatozoa in straw sample (i.e. motility, viability, and abnormality) was evaluated under light microscopy at 400x magnification. Datawere analysed statistically. The percentage of motility and viability both on pre-freezing and post-thawed process were significantly higher insemen diluted with TEY + 10% GFF compared to control (TEY), TEY + 5% GFF, and TEY + 15% GFF. Addition of 10% GFF into tris-egg yolkextender play role for maintaining the quality of pre-freezing and post-thawed Bali bull spermatozoa.
The Role of Glucose and Fructose for the Energy Recovery of Washed Boer Buck Spermatozoa Sumadiasa, I Wayan Lanus; Aminurrahman, Aminurrahman; Lukman HY, Lukman HY; Rodiah, Rodiah; Yuliani, Enny; Zaenuri, Lalu Ahmad; Ilhamsyah, Ilhamsyah
AJARCDE (Asian Journal of Applied Research for Community Development and Empowerment) Vol. 9 No. 2 (2025)
Publisher : Asia Pacific Network for Sustainable Agriculture, Food and Energy (SAFE-Network)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29165/ajarcde.v9i2.658

Abstract

Semen contains various biochemical substances, both beneficial for life functions and toxic substances that can damage spermatozoa, such as metabolic wastes and free radicals. Semen washing will optimize spermatozoa fertility, as harmful substances and the main energy source are removed. Therefore, giving fructose or glucose is necessary for energy recovery. The washed Boer Bucks semen was stored in Tris-egg yolk (TEY) without glucose or fructose (T1), TEY plus 1% glucose (TEYG, T2), and TEY plus 1% fructose (TEYF, T3). Each treatment was repeated 5 times to observe motility, viability, abnormalities, and intact plasma membrane (IPM) spermatozoa. We analyzed the data using analysis of variance (ANOVA) and the SPSS-20 application. In 8 hours of storage, the results indicated that the average motility of spermatozoa in T1, T2, and T3 was 42.00 ± 1.67%, 44.33 ± 2.88%, and 49.00 ± 2.53%. The viability percentages were 45.67 ± 1.21%, 48.00 ± 1.41%, and 53.50 ± 2.59%, while the abnormality percentages were 15.33 ± 0.52%, 14.50 ± 1.05%, and 12.17 ± 1.17%. The IPM was 42.67 ± 1.21%, 44.50 ± 1.05%, and 49.33 ± 1.75%. In conclusion, glucose or fructose can maintain the quality of spermatozoa post-washed, with the best quality obtained from 1% fructose/100 ml of diluent. Contribution to Sustainable Development Goals (SDGs):SDG 2: Zero HungerSDG 12: Responsible Consumption and Production
Menjaga Kesucian Perjalanan Akhir: Pelatihan Penyelenggaraan Jenazah Berlandaskan Syariat: Maintaining the Sanctity of the Final Journey: Training on Carrying Out Bodies Based on Sharia Saadal Jannah; Rodiah, Rodiah
WAHATUL MUJTAMA': Jurnal Pengabdian Masyarakat Vol. 5 No. 2 (2024): WAHATUL MUJTAMA': Jurnal Pengabdian Masyarakat
Publisher : Pusat Penelitian dan Pengabdian Masyarakat (P3M) Sekolah Tinggi Ilmu Islam dan Bahasa Arab (STIBA) Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36701/wahatul.v5i2.1880

Abstract

The Community Service Program (KKN) Batch VII of STIBA Makassar in Kurusumange Village, Maros Regency, is a form of field-based academic activity aimed at implementing the Tri Dharma of Higher Education. Observing the reality of the community with minimal religious guidance, this study aims to examine how students contribute to society through religious programs carried out during the KKN period. The method for implementing the service program began with mapping community problems and needs using SOAR Analysis. Subsequently, work programs were designed based on the community's needs. From the analysis conducted, several religious activities were formulated, including Social Services (BAKSOS), the Pious Children Festival, Short-Term Islamic Boarding School Programs, Muslimah Study Circles, Teaching Quranic Education Centers (TPA/TPQ), Funeral Management Training, Weekend Tahfiz, DIROSA (Adult Quranic Education) Teaching, and other activities. It can be concluded that these activities positively impacted the Kurusumange Village community, particularly in religious aspects, aligning with the objectives set for the KKN program.