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All Journal Jurnal Edik Informatika : Penelitian Bidang Komputer Sains dan Pendidikan Informatika Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Jurnal Ilmiah Universitas Batanghari Jambi Jurnal Samudra Ekonomi dan Bisnis Boting Langi: Jurnal Seni Pertunjukan Ekalaya: Jurnal Pengabdian Kepada Masyarakat Indonesia
Budi Darma
English Department, Faculty of Letters, Petra Christian University, Surabaya, Indonesia
Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Law, Crime, Criminology & Criminal Justice Other

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ALGORITMA ASOSIASI UNTUK MENDAPATKAN POLA MATA KULIAH PILIHAN STIE-GK MUARA BULIAN Anas, Azwar; Darma, Budi
Jurnal EDik Informatika Vol 6, No 1 (2019)
Publisher : STKIP PGRI Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22202/ei.2019.v6i1.3437

Abstract

In this study, the authors used the association algorithm to obtain the pattern of taking courses in the electives of STIE-GK Muara Bulian students. The task of data mining is to produce all the rules of association in a transactional table, which has a support value of more than the minimum support. The rule must also have support that is greater than confidence. As for testing the algorithm, the author uses Orange data mining software. The final result of this study is a description of the pattern of taking elective courses that most often occur simultaneously. Based on the discussion in this study, the value of support and confidence with the 2-itemet reference that has the highest value is a combination of Marketing and SKB with 14% support and 18% confidence. Whereas for the 3-itemset reference, there are 4 association rules that meet the minimum support and minimum confidence requirements. It was found that all combinations of the elective courses of Marketing, SKB and HRM had the highest scores, namely 12% support and 85% confidence.Keywords: algorithm, a priori, data mining, courses.
Optimasi Hyperparameter Support Vector Machine Dengan Particle Swarm Optimization Terhadap Klasifikasi Citra Digital Imbalanced Lubis, Saiful Wardi; Adikara, Putra Pandu; Darma, Budi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 8 No 3 (2024): Maret 2024
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Klasifikasi citra digital merupakan salah satu bidang utama dalam pengolahan citra yang bertujuan untuk mengklasifikasikan objek atau karakteristik tertentu dalam suatu citra digital. Meskipun teknik klasifikasi Support Vector Machine (SVM) telah digunakan secara luas, kinerja SVM sangat bergantung pada pengaturan parameter yang tepat dan jenis dataset yang digunakan. Optimasi klasifikasi SVM dilakukan dataset citra digital yang tidak seimbang dengan menggunakan algoritma optimasi Particle Swarm Optimization (PSO). Sedangkan untuk mengatasi permasalahan dataset yang tidak seimbang ialah dengan menggunakan teknik resampling yaitu Synthetic Minority Over-sampling Technique (SMOTE), teknik resampling ini akan membuat sampel sintesis baru pada kelas minoritas agar jumlah sampel pada kelas tersebut menjadi seimbang terhadap kelas lain. Hasil akhir dari penelitian ini menunjukkan bahwa kinerja klasifikasi SVM pada citra digital meningkat dengan baik setelah dilakukan optimasi dengan algoritme PSO. Rata-rata hasil akurasi yang didapatkan ialah sebesar 0,91 dan akurasi tersebut bisa didapatkan pada iterasi yang singkat. Penelitian ini menunjukkan bahwa penggunaan algoritma PSO dalam optimasi hyperparameter SVM pada klasifikasi citra digital imbalanced bekerja dengan efektif dan efisien dalam meningkatkan akurasi yang didapatkan.
Analisis Islamic Green Economy dalam Penanganan Limbah PKS dengan Pendekatan Pentahelix Barus, Muhammad Akbar Alghifari; Syahbudi, Muhammad; Darma, Budi
Jurnal Samudra Ekonomi dan Bisnis Vol 15 No 3 (2024): JSEB
Publisher : Fakultas Ekonomi Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33059/jseb.v15i3.10860

Abstract

Handling efforts by reusing palm oil industry waste in accordance with the green economy concept are considered capable of minimizing the negative effects of industrial activities. The aim of this research is to explore green economy opportunities in overcoming the negative impacts of the industry. Data collected through field observations, interviews and questionnaires, was tested using EFAS and IFAS techniques and then formulated using the SOAR matrix. The results of analysis found that the S-A strategy in green industrial activities uses power to achieve aspirations so that companies can use it as an excuse to continue implementing and developing sustainable concepts. With efforts to reuse waste and with assistance and monitoring of the five elements of the pentahelix in efforts to handle waste, it is found that the negative influence of palm oil industry activities can be minimized.
PENYULUHAN STRATEGI PEMASARAN PRODUK UMKM DI DESA SUNGAI BAUNG KECAMATAN MUARA BULIAN KABUPATEN BATANG HARI PROVINSI JAMBI Laksono, Bangun Joko; Dewi, Ratna; Enita, Enita; Uliya, Uliya; Darma, Budi
Ekalaya: Jurnal Pengabdian Kepada Masyarakat Indonesia Vol. 3 No. 1 (2024): Ekalaya Journal
Publisher : Nindikayla Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57254/eka.v3i1.77

Abstract

Factually the value of entrepreneurship can be utilized as part of a marketing strategy. The objectives of this activity include: 1). Describe the business conditions of MSMEs in Sungai Baung Village? ; 2). Describe the form of MSME Marketing strategy in Sungai Baung Village?. Empirical studies show the urgency of marketing strategy practices to get  a positive trend of small and medium business development. With the holding of this community service, it was concluded that service activities on counseling marketing strategies to MSMEs in Sungai Baung Village could add insight and knowledge to MSME actors in developing their businesses
Analisis Islamic Green Economy dalam Penanganan Limbah PKS dengan Pendekatan Pentahelix Barus, Muhammad Akbar Alghifari; Syahbudi, Muhammad; Darma, Budi
Jurnal Samudra Ekonomi dan Bisnis Vol 15 No 3 (2024): JSEB
Publisher : Fakultas Ekonomi dan Bisnis Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33059/jseb.v15i3.10861

Abstract

Handling efforts by reusing palm oil industry waste in accordance with the green economy concept are considered capable of minimizing the negative effects of industrial activities. The aim of this research is to explore green economy opportunities in overcoming the negative impacts of the industry. Data collected through field observations, interviews and questionnaires, was tested using EFAS and IFAS techniques and then formulated using the SOAR matrix. The results of analysis found that the S-A strategy in green industrial activities uses power to achieve aspirations so that companies can use it as an excuse to continue implementing and developing sustainable concepts. With efforts to reuse waste and with assistance and monitoring of the five elements of the pentahelix in efforts to handle waste, it is found that the negative influence of palm oil industry activities can be minimized.
Pengaruh Budaya Organisasi terhadap Kinerja Panitia Pemungutan Suara (PPS) Pilkada 2024 Sekecamatan Bajubang Kabupaten Batang Hari Darma, Budi; Wulansari, Kasiyati Yunita; Fauziah, Fauziah; Kurnia, Raden Hebat
Jurnal Ilmiah Universitas Batanghari Jambi Vol 25, No 1 (2025): Februari
Publisher : Universitas Batanghari Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33087/jiubj.v25i1.6040

Abstract

This research aims to determine the influence of organizational culture on the performance of the 2024 Regional Election Voting Committee (PPS) in Bajubang District, Batang Hari Regency. The population of this study was the entire Voting Committee (PPS) in Bajubang District, totaling 30 people. The data collection method for this research is through the use of questionnaires, interviews, and direct observation of the Bajubang District Voting Committee (PPS), then analyzed using a simple linear regression analyst. The research results prove that there is a positive and significant influence between organizational culture variables on the performance of the Voting Committee (PPS) in Bajubang District by 60%.
PERAN SENI DRAMA DALAM PENGEMBANGAN KREATIVITAS DAN SOSIAL-EMOSIONAL ANAK USIA DINI Darma, Budi; Sutardi, Edi; Sundhari, Rine; Prusdianto, Prusdianto
Boting Langi: Jurnal Seni Pertunjukan Vol 4, No 1 (2025): Januari-Maret
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/bl.v4i2.72235

Abstract

Seni drama merupakan salah satu metode pembelajaran yang efektif dalam mendukung perkembangan anak usia dini, terutama dalam aspek kreativitas dan sosial-emosional. Melalui drama, anak-anak dapat mengekspresikan diri secara bebas, mengembangkan imajinasi, serta belajar berinteraksi dengan teman sebaya dalam lingkungan yang menyenangkan. Kegiatan drama memberikan pengalaman bermain peran yang memungkinkan anak untuk mengeksplorasi berbagai emosi, situasi sosial, serta berpikir secara kritis dan inovatif. Artikel ini bertujuan untuk mengkaji peran seni drama dalam meningkatkan kreativitas dan keterampilan sosial-emosional anak usia dini. Dengan menggunakan metode studi literatur, hasil penelitian menunjukkan bahwa seni drama berkontribusi dalam meningkatkan kepercayaan diri, kemampuan komunikasi, serta keterampilan dalam memahami dan mengelola emosi. Selain itu, seni drama juga membantu anak dalam mengembangkan empati, kerja sama, serta membangun hubungan sosial yang positif dengan lingkungan sekitarnya. Oleh karena itu, seni drama perlu diintegrasikan dalam kurikulum pendidikan anak usia dini agar dapat mendukung perkembangan mereka secara holistik dan optimal.
Pengaruh Pengeluaran Non-makanan terhadap Indeks Pembangunan Manusia Kabupaten Batang Hari Tahun 2015-2024 Darma, Budi; Wulansari, Kasiyati Yunita; Rosmawati, Sri
Jurnal Ilmiah Universitas Batanghari Jambi Vol 25, No 2 (2025): Juli
Publisher : Universitas Batanghari Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33087/jiubj.v25i2.6196

Abstract

This study aims to analyze the effect of non-food expenditure on the Human Development Index (HDI) in Batang Hari Regency during the period 2017–2024. The HDI is a comprehensive indicator that reflects the quality of human development through 3 (three) main dimensions, namely: health, education, and standard of living. This study uses a quantitative approach with secondary data sourced from the Central Statistics Agency (CSA). Data analysis was carried out using simple linear regression, supported by t-tests and coefficient of determination (R²). The results show that non-food expenditure has a positive and significant effect on the HDI. In addition, the adjusted R² value of 0.784 indicates that 78.4% of the variation in the HDI can be explained by changes in non-food expenditure. This finding suggests that increasing productive non-food expenditure can be an effective strategy to improve human development outcomes at the regional level.
Co-Authors Astari - -, Astari - Azwar Anas Bangun Joko Laksono Barus, Muhammad Akbar Alghifari Enita, Enita Eugenia Lupita, Eugenia Euodia Y Pudjiono, Euodia Y Fauziah Fauziah Kurnia, Raden Hebat Lubis, Saiful Wardi muhammad Syahbudi, muhammad Prusdianto, Prusdianto Putra Pandu Adikara Ratna Dewi Sri Rosmawati, Sri Sundhari, Rine Sutardi, Edi Uliya, Uliya Wulansari, Kasiyati Yunita