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Penerapan Konsep Eco Enzyme dan Kerajinan Tangan dari Limbah Rumah Tangga Pada Kelurahan Pesanggrahan Kusumawardani, Ratna; Tutik Sri Susilowati; Triana Anggraini; Everhard, Jan; Samidi, Samidi; Abdullah, Indra Nugraha
KRESNA: Jurnal Riset dan Pengabdian Masyarakat Vol 4 No 1 (2024): Jurnal KRESNA Mei 2024
Publisher : DRPM Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/kresna.v4i1.105

Abstract

Setiap tahun volume sampah di Indonesia meningkat yang disebabkan oleh beberapa faktor yakni pertumbuhan populasi yang cepat, adanya urbanisasi dan konsumsi masyarakat tinggi. Hal tersebut menyebabkan produksi sampah organik dan anorganik melonjak namun tidak diiringi dengan wawasan masyarakat dalam memilih dan mengelola sampah tersebut. Berdasarkan permasalahan yang dipaparkan, maka peneliti menjalin kerjasama dengan Kelurahan Pesanggrahan sebagai mitra masyarakat guna mengedukasi dalam memanfaatkan sampah organik dengan konsep eco enzyme dan sampah anorganik dengan konsep kerajinan bak sampah yang berasal dari limbah rumah tangga. Sampah organik yang dapat didaur ulang dari limbah rumah tangga, salah satunya dari sisa makanan atau buah-buahan sedangkan sampah anorganik yang dapat dimanfaatkan dari limbah rumah tangga, salah satunya tutup botol sehingga dalam proses penguraian tersebut memakan waktu yang lama. Metode yang diterapkan pada pelatihan ini menggunakan metode ceramah guna menjelaskan dampak dari sampah organik dan anorganik dan praktek secara langsung dalam pemanfaatan limbah rumah tangga serta tanya jawab. Berdasarkan hasil kuesioner yang telah diolah setelah selesai pelatihan, menunjukkan sebanyak 90% masyarakat memperoleh wawasan baru terkait limbah organik yang dapat dijadikan pupuk organik dan 97% masyarakat memperoleh wawasan baru bahwa limbah anorganik yang dapat dijadikan kerajinan bak sampah sehingga masyarakat menghasilkan pendapatan tambahan dari produk ekonomis tersebut.
Prediksi Alokasi Pagu Belanja Modal Terhadap Realisasi di Kementerian Pertanian Dengan Metode Neural Network dan Generalized Linear Model Saputro, Wahyu Ragil; Iqbal, Moh Himam; Samidi, Samidi
Jurnal Pendidikan dan Teknologi Indonesia Vol 4 No 12 (2024): JPTI - Desember 2024
Publisher : CV Infinite Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jpti.530

Abstract

Belanja Modal adalah pengeluaran anggaran untuk perolehan aset tetap dan aset lainnya yang memberi manfaat lebih dari satu periode akuntansi. Belanja modal meliputi antara lain belanja modal untuk perolehan tanah, gedung dan bangunan, peralatan, aset tak berwujud. Penelitian ini bertujuan untuk memprediksi alokasi pagu belanja modal di Kementerian Pertanian dari tahun 2021 sampai dengan 2023 dengan mengimplementasikan dan membandingkan kinerja algoritma Neural Network dan Generalized Linear Model. Penelitian ini menggunakan rasio data pelatihan dan pengujian 90:10, 80:20, dan 70:30. Hasil pengujian menggunakan algoritma neural network mendapatkan nilai RMSE sebesar 47.627.183.477,290, 49.167.088.101,340, dan 33.270.553.845,293, sedangkan Generalized Linear Model mendapatkan nilai RMSE sebesar 211.888.285.568,081, 222.669.954.080,210, dan 223.385.799.402,206. Berdasarkan hasil perbandingan pada rasio ideal data uji dan latih 70:30, dapat disimpulkan bahwa model Neural Network menghasilkan RSME lebih rendah (33.270.553.845) dibanding Generalized Linear Model (223.385.799.402) menjadikannya pilihan yang lebih akurat untuk prediksi anggaran. Hasil tersebut diharapkan dapat digunakan untuk membantu prediksi penyedian alokasi pagu belanja pegawai dimasa yang akan datang.
Performance Improvement of Periodic Reports with Materialized Views on Oracle Database System Soepriadi, Raden; Dijerja, Gahara; Samidi, Samidi
Sistemasi: Jurnal Sistem Informasi Vol 14, No 2 (2025): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v14i2.4910

Abstract

Periodic reports in Management Information Systems (MIS) play a crucial role in organizational decision-making. However, rapid data growth can degrade query performance. This study aims to enhance the performance of periodic reports in the State Revenue Collection Module (SIM MPN) of the Ministry of Finance by utilizing Materialized Views (MVs) in the Oracle database system. A dataset comprising 294,503,898 rows from 2021 to 2023 was used as a sample. An analysis was conducted on eight types of periodic report queries that traditionally relied on standard views. These queries were then converted into MVs to reduce execution time. Testing was performed by comparing execution times between views and MVs across 24 queries executed in two different environments. The results showed that the average execution time using views was 2,047,417 ms, whereas with MVs, execution times were reduced to 41 ms in the first test, 17 ms in the second, and 12 ms in the third. These findings confirm that MVs significantly improve the performance of periodic reports by accelerating query execution. The practical implication of this study is the recommendation to implement MVs in systems with large data volumes to optimize report access speed. Future research can focus on optimizing MV refresh times and further analyzing factors affecting execution time under various usage scenarios.
Integrating Fibonacci Retracement To Improve Accuracy of Time Series Prediction of Gold Prices Bagus Priambodo; Ruci Meiyanti; Samidi Samidi; Gushelmi Gushelmi; Rabiah Abdul Kadir; Azlina Ahmad
Journal of Applied Engineering and Technological Science (JAETS) Vol. 6 No. 2 (2025): Journal of Applied Engineering and Technological Science (JAETS)
Publisher : Yayasan Riset dan Pengembangan Intelektual (YRPI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37385/jaets.v6i2.6073

Abstract

The prediction of gold prices is crucial for investors and policymakers due to its significant impact on global financial markets. Machine learning and deep learning have been used for predicting gold prices on time series data. This study employs MLR, SVM and CNN LSTM with Fibonacci retracement levels to forecast gold prices based on time series data. The experiment results demonstrate that combining Fibonacci retracement with model prediction significantly enhances predictive performance compared to prediction without Fibonacci. The use of Fibonacci levels has resulted in a higher R² score and lower RMSE score showing that Fibonacci levels influence the accuracy of gold price predictions and strengthen the overall reliability of gold price forecasts. The findings underscore the potential of combining machine learning models with technical analysis tools in financial forecasting. Integrating the Fibonacci retracement level offers valuable insights for market participants, enabling more informed investment decisions and effective risk management strategies.
Pengembangan sistem informasi manajemen surat terpadu berbasis web untuk menunjang pelayanan di Desa Ketringan, Kabupaten Blora Devit Setiono; Samidi Samidi; Triana Anggraini
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 9, No 4 (2025): Juli
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v9i4.32117

Abstract

AbstrakDi era digital, teknologi informasi menjadi kunci dalam meningkatkan pelayanan publik. Namun, banyak aparat desa yang belum menguasai teknologi, menghambat kemajuan pelayanan. Desa Ketringan, Kabupaten Blora, menghadapi tantangan serius dalam pengelolaan surat menyurat secara manual, yang sering mengakibatkan keterlambatan, kesalahan data, dan sistem kearsipan yang tidak efisien. Selain itu kurangnya pelatihan bagi staf dan sistem pengelolaan dokumen yang terintegrasi, sehingga surat yang perlu ditindaklanjuti sering tertahan dan menyebabkan keterlambatan layanan bagi masyarakat, adapun jenis surat yang diproses secara manual seperti, surat keterangan kelahiran, surat pengantar pembuatan kartu tanda penduduk, SKCK, dan surat keterangan kematian. Untuk mengatasi tantangan ini, desa perlu mendigitalkan proses administrasi. Dengan sistem digital, aparat desa dapat mengelola pencatatan dan pengarsipan data secara cepat dan akurat, sehingga masyarakat dapat mengakses informasi dengan lebih mudah. Peningkatan tata kelola ini tidak hanya meningkatkan kualitas layanan, tetapi juga memperkuat kepercayaan dan partisipasi warga, hal ini merupakan fondasi penting untuk pembangunan sosial berkelanjutan. Berdasarkan permasalahan yang dihadapi mitra, kami memberikan solusi melalui pengembangan sistem informasi manajemen surat terpadu berbasis web. Evaliasi hasil dilakukan melalui uji coba pengguna dan kuesioner. Hasil umpan balik dari kegiatan ini sebesar 89,5% kegiatan ini diterima dengan baik oleh mitra. Kata kunci: sistem informasi desa; desa ketringan; pelayanan desa; website. Abstract In the digital age, information technology is key to improving public services. However, many village officials are not yet proficient in technology, which hinders progress in service delivery. Ketringan Village, Blora Regency, faces serious challenges in manual mail management, which often results in delays, data errors, and inefficient filing systems. Additionally, the lack of training for staff and an integrated document management system means that letters requiring follow-up often get stuck, causing delays in services for the community. The types of letters processed manually include birth certificates, letters of recommendation for ID card issuance, criminal record certificates, and death certificates. To address these challenges, the village needs to digitize its administrative processes. With a digital system, village officials can manage data recording and archiving quickly and accurately, enabling the community to access information more easily. This improvement in governance not only enhances service quality but also strengthens community trust and participation, which is an important foundation for sustainable social development. Based on the problems faced by our partners, we provide solutions through the development of a web-based integrated letter management information system. The results were evaluated through user testing and questionnaires. The feedback from this activity showed that 89.5% of the activity was well-received by the partners. Keywords: village information system; ketringan village; village services; website.
Integrating Clustering Models and RCA to Identify Emerging Textile Export Destinations for Indonesia Muhammad Glenn Yunifer; Samidi
Indonesian Journal of Data and Science Vol. 6 No. 3 (2025): Indonesian Journal of Data and Science
Publisher : yocto brain

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56705/ijodas.v6i3.337

Abstract

This research investigates the strategic identification of new export destinations for Indonesian textile products by integrating international market segmentation and product competitiveness analysis. The study employs clustering techniques (K-Means, K-Medoids, and Hierarchical) validated through Silhouette and Davies-Bouldin indices to classify 149 countries based on trade indicators (import growth, trade balance, global market share), economic indicators (population, purchasing power parity, industrial proportion to GDP), and trade barrier indicators (logistics performance index, geographic distance, free trade agreements). Complementarily, the Revealed Comparative Advantage (RCA) framework is applied to evaluate Indonesia’s product-level competitiveness in the global textile market. The results reveal that export opportunities are can be concentrated in 20 countries across Europe, Asia, Africa, the Caribbean, and Melanesia, characterized by positive import growth, significant trade deficits, large market capacities, and relatively low trade barriers. Moreover, Indonesia demonstrates high comparative advantages in artificial and synthetic fibbers, wigs, and leather footwear, while apparel products such as suits, shirts, knitwear, and brassieres represent moderately competitive but globally demanded items. The study concludes that Indonesia’s export strategy should balance high purchasing power markets and emerging economies with high import dependency.
PkM program pengembangan e-learning berbasis moodle & media audio visual berbasis digital untuk pembelajaran kreatif inovatif SMK Triguna 1956 Devit Setiono; Samidi Samidi; Ricky Widyananda Putra; Almira Myiesha; Muhammad Razin Haidar Karim
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 10, No 2 (2026): April
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v10i2.38760

Abstract

Abstrak Kegiatan Pengabdian kepada Masyarakat (PKM) dengan judul Program Pengembangan E-Learning Berbasis Moodle dan Media Audio Visual Berbasis Digital untuk Pembelajaran Kreatif Inovatif di SMK Triguna 1956 bertujuan untuk meningkatkan kompetensi pendidik dalam pemanfaatan teknologi pembelajaran digital serta mendorong penerapan metode pembelajaran yang lebih interaktif dan inovatif. Pelaksanaan kegiatan dilakukan melalui tiga tahapan utama, yaitu sosialisasi teknologi pembelajaran, pelatihan dan pendampingan pembuatan media digital, serta pembangunan sistem elearning berbasis Moodle sebagai sarana pembelajaran daring. Tahap pertama, yaitu sosialisasi teknologi pengembangan bahan ajar digital, telah terlaksana dengan tingkat partisipasi tinggi dari tenaga pendidik. Indikator capaian menunjukkan peningkatan pemahaman guru terhadap berbagai platform dan teknologi pendukung pembelajaran berbasis digital sebesar 85-91% dari hasil pree test dan post test. Tahap kedua, pelatihan dan pendampingan langsung kepada guru dalam pengembangan media pembelajaran kreatif dan inovatif berbasis audio visual menggunakan Canva, berjalan efektif dengan indikator capaian peningkatan kemampuan 30 guru dalam merancang konten pembelajaran interaktif dan produksi media digital sebesar 90% dari hasil post test setelah kegiatan. Tahap ketiga, yaitu pembangunan sistem e-learning berbasis Moodle, berhasil diwujudkan dengan tersedianya 1 platform e-learning fungsional yang dapat dimanfaatkan oleh guru dan siswa sebagai sarana pembelajaran dan evaluasi digital. Platform ini telah digunakan dalam pelaksanaan ujian daring dengan variasi jenis soal, serta mendukung proses berbagi materi secara efisien sesuai mata pelajaran melalui kemdandirian belajar siswa dan kemampuan menggunakan elarning. Selain itu hasil dari Kegiatan ini adalah terciptanya buku panduan pengunnan LMS dan panduan pengembangan bahan ajar menggunakan canva. Secara keseluruhan, kegiatan PKM ini menunjukkan capaian positif dalam peningkatan kapasitas guru, penguatan literasi digital, dan penerapan sistem pembelajaran berbasis teknologi yang berkelanjutan di lingkungan SMK Triguna 1956. Kata kunci: elearning; bahan ajar; moodle; canva; pengajaran. AbstractCommunity Service Activity (PKM) titled "Development Program for Moodle-Based E-Learning and Digital Audio-Visual Media for Creative and Innovative Learning at SMK Triguna 1956 aims to enhance educators’ competencies in utilizing digital learning technologies and to encourage the implementation of more interactive and innovative learning methods. The activity was carried out through three main stages: technology awareness sessions, training and mentoring on digital media creation, and the development of a Moodle-based e-learning system as a platform for online learning. The first phase, namely the introduction to digital instructional material development technology, was successfully implemented with high participation from educators. Achievement indicators showed an increase in teachers’ understanding of various platforms and technologies supporting digital-based learning by 85–91% based on pre-test and post-test results. The second phase, training and direct mentoring for teachers in the development of creative and innovative audio-visual learning media using Canva, was effectively implemented, with achievement indicators showing a 90% improvement in the ability of 30 teachers to design interactive learning content and produce digital media, as evidenced by post-test results following the activity. The third phase, namely the development of a Moodle-based Moodle, was successfully implemented with the availability of 1 functional e-learning platform that can be utilized by teachers and students as a tool for digital learning and assessment. This platform has been used in conducting online exams with various question types, as well as supporting the process of efficiently sharing materials according to subject areas through student-centered learning and proficiency in using e-learning. Additionally, the outcomes of this activity include the creation of a user guide for the LMS and a guide for developing instructional materials using Canva. Overall, this PKM activity demonstrated positive achievements in enhancing teacher capacity, strengthening digital literacy, and implementing a sustainable technology-based learning system at SMK Triguna 1956. Keywords: e-learning; learning materials; moodle; canva; teaching.