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All Journal Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Techno.Com: Jurnal Teknologi Informasi Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Jurnal Riset Mahasiswa Akuntansi (JRMA) JAKU (Jurnal Akuntansi & Keuangan Unja) (e-journal) Jurnas Nasional Teknologi dan Sistem Informasi Jurnal IPTEK Edukasi: Jurnal Pendidikan Dinamika : Jurnal Ilmiah Ilmu Administrasi Negara METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Martabe : Jurnal Pengabdian Kepada Masyarakat MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer JURNAL PENDIDIKAN TAMBUSAI JAE (Jurnal Akuntansi dan Ekonomi) J-KESMAS: Jurnal Kesehatan Masyarakat Jurnal Informatika dan Rekayasa Perangkat Lunak SOSCIED Jurnal Educatio FKIP UNMA JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Hijai - Journal on Arabic Language and Literature Medical Scope Journal (MSJ) Panrannuangku Jurnal Pengabdian Masyarakat Jurnal Ekonomi JURNAL REKAYASA INFORMASI SWADHARMA (JRIS) ProBisnis : Jurnal Manajemen JIPMukjt:Jurnal Ilmu Pendidikan Muhammadiyah Kramat Djati Rahmatan Lil’alamin Journal of Community Services (RLA) SPECTRUM: Journal of Gender and Children Studies International Journal of Health and Pharmaceutical (IJHP) Jurnal Ilmiah Kampus Mengajar Borobudur Educational Review Jurnal Manajemen, Akuntansi, Ekonomi Jurnal Akademik Pengabdian Masyarakat Kontemplasi : Jurnal Ilmu-Ilmu Ushuluddin Jurnal Budaya, Pariwisata, dan Ekonomi Kreatif Jurnal Pengabdian dan Pemberdayaan Kesehatan JURDIASRA Prosiding SNTTM Jurnal Pengabdian Masyarakat Kesehatan Terkini Journal of Emerging Information Systems and Business Intelligence (JEISBI) Geoid - Journal of Geodesy and Geomatics
Eko Prasetyo
Universitas Jambi
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Optimasi Klasifikasi Data Stunting Melalui Ensemble Learning pada Label Multiclass dengan Imbalance Data Eko Prasetyo; Prasetyo, Eko; Nugroho, Kristiawan
Techno.Com Vol. 23 No. 1 (2024): Februari 2024
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/tc.v23i1.9779

Abstract

Salah satu permasalahan kesehatan yang sering ditemui di banyak negara termasuk Indonesia adalah stunting. Stunting telah mendapat banyak perhatian di Indonesia, terlihat dari alokasi APBN masing-masing sebesar Rp48,3 triliun dan Rp49,4 triliun pada tahun 2022 dan 2023 untuk bidang ini. Pada tahun 2022, Kementerian Kesehatan merilis temuan dari Survei Status Gizi Indonesia (SSGI) yang menyatakan bahwa angka stunting di Indonesia mencapai 21,6% pada saat Rapat Kerja Nasional BKKBN pada 25 Januari 2023.Hal ini menunjukkan pentingnya untuk mengerti pemahaman mendalam tentang faktor-faktor yang mengidentifikasi anak-anak berisiko tinggi terkena stunting. Banyak penelitian sebelumnya yang membahas faktor resiko stunting, namun masih sedikit penerapannya dalam metode machine learning, dalam data yang kompleks dan tidak seimbang.Penelitian ini mengevaluasi kinerja dari berbagai metode machine learning yang bertujuan dapat memberikan kontribusi penting dalam bidang kesehatan anak dan analisis data. Diantara metode machine learning yang dipilih metode Bagging Decision Tree mendapatkan nilai accuracy yang terbaik sebesar 78,93%, precision 78% dan recall sebesar 77,99%. Dalam penelitian ini menunjukkan bahwa metode ensemble learning mampu bekerja dengan baik dalam atribut multiclass dan data yang tidak seimbang pada dataset pertumbuhan balita.
PILIHAN KARIR SEBAGAI KONSULTAN PAJAK DENGAN PELATIHAN BREVET PAJAK VARIABEL MODERATING Sugeng; Prasetyo, Eko
JAE (JURNAL AKUNTANSI DAN EKONOMI) Vol 6 No 1 (2021): JURNAL AKUNTANSI DAN EKONOMI
Publisher : UNIVERSITAS NUSANTARA PGRI KEDIRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (314.971 KB) | DOI: 10.29407/jae.v6i1.14600

Abstract

Abstract The purpose of this study is to analyze career selection as a tax consultant. The independent variable used is perception and motivation, with the variable interest in participating in tax brevet training. The sample used in this study is accounting students in Kediri, who have gone through taxation courses, using the Slovin formula obtained a sample of 84 students. The analysis technique used in this study is Partial Least Square (PLS). From the results of direct testing, the results show that tax brevet perceptions and training affect career choice as a tax consultant, but motivation does not directly affect career selection as a tax consultant. The test results do not directly get the results that perceptions and motivations influence career choice as a tax consultant with interest in participating in tax brevets as a moderating variable.
Peran total quality management dan manajemen reward terhadap kinerja guru melalui komitmen kerja pada sekolah dasar Kecamatan Jombang Kota Cilegon Raman, Raman; Yusuf, Furtasan Ali; Hayadi, Herawan; Suparmoko, Muhamad; Sari, Gema Ika; Prasetyo, Eko
Borobudur Educational Review Vol 4 No 2 (2024)
Publisher : Universitas Muhammadiyah Magelang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31603/bedr.12257

Abstract

Total Quality Management (TQM), a comprehensive quality management approach, has been proven to increase efficiency and effectiveness in various sectors, including education. However, its implementation in elementary schools, especially in Cilegon City, is often not optimal. This problem will affect TQM on teacher performance through work commitment and reward management systems in these schools. This shows that there is a gap between the expected implementation of TQM and the existing reality, where many schools have not fully adopted or integrated TQM principles in daily operations. There are still many schools that have not implemented TQM effectively, often facing problems in inconsistent learning standards and school management. This research aims to analyze the influence of Total Quality Management (TQM) and Management Reward on teacher performance with work commitment as an intervening variable in elementary schools in Jombang District, Cilegon City. In the educational context, the application of TQM principles is important to ensure continuous improvement in the quality of education. On the other hand, Management Rewards play a role in motivating and appreciating teachers so that they can improve their performance. This research uses a quantitative approach with a survey method, involving a number of elementary school teachers as respondents. The data obtained was analyzed using the Structural Equation Modeling (SEM) technique to test the relationship between the variables studied. The research results show that the implementation of TQM and Management Reward has a positive and significant influence on teacher performance. Work commitment was found to be an intervening variable that strengthens the influence of TQM and Management Reward on teacher performance. These findings emphasize that to achieve optimal teacher performance, integration between quality and reward management strategies is needed, as well as strengthening teacher work commitment. The practical implication of this research is that it is important for school policy makers to implement TQM and an effective reward system to increase teacher commitment and overall performance
EVALUASI KINERJA CHATBOT DENGAN INTEGRASI ALGORITMA RNN DAN LSTM DALAM OPTIMALISASI RESPON PERCAKAPAN PADA SISTEM PMB Eko Prasetyo; sutarni, Sutarni; Prasetyo, Eko; Sudiati, Listiarini Edy
SOSCIED Vol 7 No 2 (2024): SOSCIED - November 2024
Publisher : LPPM Politeknik Saint Paul Sorong

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32531/jsoscied.v7i2.826

Abstract

AI-based chatbots are increasingly used in various sectors to improve service efficiency, including in education. This research evaluates the performance of a chatbot on the New Student Admission (PMB) system with the integration of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) algorithms. In its implementation, chatbots play an important role in providing information and answering user questions automatically, but often have difficulty in understanding complex conversational contexts. The use of RNN and LSTM algorithms is expected to overcome the limitations of traditional chatbots in understanding conversational context and providing more relevant responses. The evaluation results show that the integration of RNN and LSTM is able to improve the quality of chatbot responses, both in terms of accuracy of 92.86% and relevance in complex conversation scenarios. The proposed chatbot proved to be effective in understanding user requests and providing faster answer responses compared to the conventional methods used. This implementation provides a more optimal solution in the PMB system, which is expected to be implemented at STMIK AKI Pati.
Penetrating Head Injury by a Key: A Case Report Oley, Maximillian C.; Prasetyo, Eko; Tjungkagi, Ferdinan; Manuhutu, Yovanka N.; Sitorus, Edwin H.
Medical Scope Journal Vol. 7 No. 2 (2025): Medical Scope Journal
Publisher : Universitas Sam Ratulangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35790/msj.v7i2.59224

Abstract

Abstract: Penetrating head injury is defined as head trauma caused by an object that penetrates the skull and the underlying duramater. We reported a 22-year-old man who came to the hospital with a motorcycle key stuck into the back of his head after a fight with his friend approximately one hour before admission. The patient was fully conscious. History of projectile vomiting, and seizures were denied, and there were no other neurological deficits. Blindly removing the key can damage the neural tissue and can cause secondary injury to the brain and surrounding blood vessels. The primary goal of treatment for patients with suspected traumatic brain injury is to prevent secondary brain injury and infection. The removal of the object safely, debridement of the damaged parenchyma, removal of the hematoma, and closure of the injured dura and skin are the main goals of surgical treatment for penetrating head injuries. In this case, motor key evacuation was performed followed by craniotomy and debridement. The prognosis was good, and there was no neurological deficit. In conclusion, complete and adequate care is essential for patients with penetrating brain injuries. The strategy for treating these injuries is primarily surgery with the aim of preventing secondary brain injury and infection. According to existing research, antibiotics should be given for an indefinite period after surgery. Keywords: penetrating head injury; motorcycle key
Pengaruh Peer Group Terhadap Minat Belajar Peserta Didik Beragam Buddha PKBM Homeschooling Kusalamitra Gunungkidul Lestari, Sri; Prasetyo, Eko; Andati, Maria Fransisca
Jurnal Educatio FKIP UNMA Vol. 10 No. 4 (2024)
Publisher : Universitas Majalengka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31949/educatio.v10i4.9633

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh peer group terhadap minat belajar peserta didik di PKBM Homeschooling Kusalamitra, Gunungkidul. Menggunakan metode kuantitatif deskriptif dengan pendekatan korelasional, penelitian melibatkan 40 siswa sebagai sampel. Data dikumpulkan melalui kuesioner terstruktur dan dianalisis menggunakan regresi linear. Hasil penelitian menunjukkan bahwa peer group memiliki pengaruh signifikan terhadap minat belajar, dengan kontribusi sebesar 75,5% (R Square 0.755). Analisis regresi menghasilkan t hitung 10.667 dengan Sig. 0.000 ≤ 0.30, menunjukkan pengaruh yang signifikan. Rata-rata skor peer group adalah 63,13 (kategori tinggi) dengan persentase 76%, sementara rata-rata skor minat belajar adalah 46,37 (kategori tinggi) dengan persentase 74%. Penelitian ini menyimpulkan bahwa peer group berperan penting dalam meningkatkan minat belajar siswa di lingkungan homeschooling, terutama dalam mengatasi potensi isolasi sosial dan mendorong kolaborasi pembelajaran. Temuan ini memberikan implikasi penting bagi pengembangan strategi pembelajaran di PKBM Homeschooling Kusalamitra dan lembaga serupa.
ANALISIS KONDISI PASAR SEHAT DI KABUPATEN JEPARA Wachid, Abdul; Prasetyo, Eko; Pratama, Muhammad Bintang; Mubaroq, Muhammad Husni
J-KESMAS: Jurnal Kesehatan Masyarakat Vol 10, No 2 (2024): J-KESMAS Volume 10 Nomor 2, November 2024
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Al Asyariah Mandar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35329/jkesmas.v10i2.5912

Abstract

Penelitian ini bertujuan untuk melakukan survei pasar sehat di Kabupaten Jepara berdasarkan Peraturan Menteri Kesehatan Nomor 17 Tahun 2020, menggunakan metode penelitian kualitatif. Pengumpulan data dilakukan melalui kuesioner dan observasi langsung di lapangan. Hasil penelitian menunjukkan bahwa sebagian besar pasar di Kabupaten Jepara belum sepenuhnya memenuhi standar kesehatan yang ditetapkan dalam peraturan tersebut. Faktor-faktor seperti kebersihan, sanitasi, dan manajemen limbah menjadi tantangan utama dalam mencapai pasar sehat. Kesimpulan dari penelitian ini adalah perlunya peningkatan kesadaran dan kerja sama antara pemerintah, pedagang, dan masyarakat untuk menciptakan lingkungan pasar yang lebih sehat dan sesuai dengan standar yang ditetapkan.
Ecofeminism in Indonesian Environmental Law: Gender Equality for Sustainable Natural Resource Management Prasetyo, Eko
SPECTRUM: Journal of Gender and Children Studies Vol 4 No 2 (2024): December
Publisher : The Center for Gender and Children Studies, the Institute for Research and Communing Service, State Islamic Institute of Manado (IAIN) Manado, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30984/spectrum.v4i2.1185

Abstract

This paper explores the intersection of gender equality and sustainable natural resource management in Indonesia, utilizing ecofeminism as a theoretical framework. It examines the significant yet underappreciated role of women in environmental stewardship, particularly within rural and indigenous communities, and how current environmental policies fail to fully integrate their contributions. The study analyzes the limitations of Indonesian environmental law in promoting gender-inclusive policies, highlighting structural barriers, patriarchal systems, and ineffective policy implementation. Additionally, the potential of ecofeminism to enhance both gender equality and environmental justice is discussed, offering recommendations for more inclusive and sustainable natural resource management. The research suggests that empowering women and incorporating their local knowledge is essential for achieving long-term environmental sustainability and social justice in Indonesia.
Penguatan Minat Baca melalui Program Literasi Pengelolaan dan Pemanfaatan Buku Bacaan Bermutu di Perpustakaan bagi Siswa Sekolah Dasar Lestari, Mira Puji; Prasetyo, Eko; Prayitno, Harun Joko; Purnomo, Eko; Hendri, Hendri
Jurnal Ilmiah Kampus Mengajar Vol. 4, No. 2, Oktober 2024
Publisher : Asosiasi Lembaga Pendidikan Tenaga Kependidikan Perguruan Tinggi Muhammadiyah Aisyiyah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56972/jikm.v4i2.163

Abstract

Pengabdian masyarakat yang dilaksanakan di SDN 02 Karangturi bertujuan untuk meningkatkan literasi siswa melalui program pengelolaan dan pemanfaatan buku bacaan bermutu di perpustakaan sekolah. Berdasarkan observasi awal, ditemukan bahwa minat baca siswa di sekolah ini masih sangat rendah, ditandai dengan kurangnya pemanfaatan perpustakaan dan kemampuan membaca yang terbatas. Program ini melibatkan mahasiswa Kampus Mengajar Angkatan 6 untuk melakukan kegiatan literasi, seperti membaca buku, merangkum isi buku, serta mendampingi siswa yang kesulitan membaca menggunakan metode dikte. Selain itu, dilakukan pula penyortiran dan pengelolaan buku berdasarkan jenis, tema, dan kelas, serta perbaikan fisik ruang perpustakaan yang sebelumnya tidak terawat. Hasil pelaksanaan program menunjukkan adanya peningkatan minat baca dan kemampuan literasi siswa, serta perubahan signifikan pada kondisi perpustakaan yang kini lebih menarik dan fungsional. Kolaborasi antara mahasiswa, guru, dan siswa dalam menjalankan program literasi ini membuktikan bahwa literasi yang baik dapat memberikan dampak positif terhadap kualitas pendidikan dan kemampuan akademik siswa. Program ini diharapkan dapat menjadi model untuk pengembangan literasi di sekolah-sekolah lainnya.
INTEGRASI ALGORITMA SOSIAL MEDIA Hernando, Riski; Mansur, Fitrini; Kusumastuti, Ratih; Prasetyo, eko; Prasetyo, Primadi
Martabe : Jurnal Pengabdian Kepada Masyarakat Vol 7, No 12 (2024): MARTABE : JURNAL PENGABDIAN MASYARAKAT
Publisher : Universitas Muhammadiyah Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31604/jpm.v7i12.4920-4925

Abstract

Di era digital yang semakin maju, media sosial telah menjadi bagian integral dari kehidupan sehari-hari. Artikel ini membahas tentang integrasi algoritma dalam platform media sosial dan dampaknya terhadap interaksi pengguna. Dengan menggunakan algoritma canggih, platform media sosial dapat menyaring konten, mempersonalisasi pengalaman pengguna, dan meningkatkan keterlibatan. Penelitian ini merupakan hasil dari pengabdian masyarakat di Kelurahan Tanjung Johor dengan melibatkan lebih kurang 30 peserta pelaku UMKM di Desa tersebut. Pengabdian ini juga melibatkan content creator dari Kopi Paman. Hasil pengabdian ini memberikan wawasan tentang bagaimana integrasi algoritma media sosial mempengaruhi dinamika sosial dan memberikan rekomendasi untuk pengembangan usaha pelaku UMKM Kelurahan Tanjung Johor di masa depan.
Co-Authors abdul wachid, abdul Achmad Hizazi Adi, Anang Prasetia Adrian, Muhammad Rifqi Agustin, Anggia Fitria Al-Adni, Muhammad Faris Alegra, Tasya Eflina Alif Rahmadhani, Dimas Ambardhani, Nurul Andati, Maria Fransisca Anggraeni, Windi Ariesti Antya Candrika, Anindita Ardhini Warih Utami, Ardhini Warih Ario Sunar Baskoro Aris Thobirin, Aris Aritonang, Sovian Astuti, Dhela Dwi Beny YV Nasution, Beny YV BUDIYANTO Cahya Damarjati Ch Oley, Maximillian Citra Puspa Permata Damayanti , Noer Rochma David Laksamana Caesar, David Laksamana Delfian Zaman Dewangga, Mahendra Wahyu Dhiznii, Aulia Nasywaa Dian Kristiawan Nugroho Dzakiyah Widyaningrum Efendy, Abdul Aziz Eko Fajar Cahyadi Eko Prasetyo Eko Purnomo Ervi Rachma Dewi, Ervi Rachma Fajar Kholillulloh Fitrini Mansur Furtasan Ali Yusuf Harun Joko Prayitno Hayadi, Herawan Hendri Hendri Hernando, Riski Hidayatullah, Achmad Nasrul Ibad., Irsyadul Ida Adhani Ihsan Nasihin Istianah, Indah Istiq'faroh, Nurul Jalil, Maman Abdul Jayadi, B. Herawan Kalimasadha, Pelangi Pagi Kamal, Muhammad Rijal Khoerul Umam, Khoerul Koeswandana, Noorfaiz Athallah Kusairi Kusairi, Latif Laksita, Aisya Galuh Lestari, Mira Puji Listiarini Edy Sudiati Lukito Edi Nugroho M Mahaputra Hidayat Mahmudi, Muhammad Nazih Manuhutu, Yovanka Manuhutu, Yovanka N. Maria Ulfa Maulindah, Yuni Mubaroq, Muhammad Husni Muhammad Fikri MUHAMMAD TAUFIK Muhtadi, Tb. Yudi Mustari, Zir Nuriyah Nadir Nadir, Nadir Nafis, Aisha Ainun Nainggolan, Bonifasius MH Natasia Alinsari Nazilah, Lailatul Neni Mariana Novalino Rechtsi Medistianto, Tri Nugroho, Wakhid Aji Nurtiantara Aji, Marcus Octyaningsih, Zulvina Oley, Maximillian C. Panduwinata, Dicky Parwati Parwati Prasetyo, Primadi Pratama, Muhammad Bintang Pristianti, Erliana Purnama, Dwi Adi Putri, Ocktavia Pristamara Putri, Silvia Anendya Rahman, Dina Aulia Rahmawati, Fadzila Raman Raman, Raman Rani Purbaningtyas, Rani Ratih Kusumastuti Rinna Ainul Maghfiroh Rissa Anandita Rofi’ah, Hidayatu Sabila, Rahma Salsabila, Sona Regina Sari, Fany Amelia Sari, Gema Ika Sarjito, Aris Silalahi, Yabes Gomest Sitorus, Edwin H. Sonbay, Antonius E. Sopian, Adi Sri Lestari Subrata, Arsyad Cahya Sugeng Sugiyarto Surono, Sugiyarto Suparmoko, Muhamad Sutarni, Sutarni Syaiful Anwar Tias, Rahmawati Febrifyaning Tjungkagi, Ferdinan Ulya, Novi Jauharotul Vialeta, Nurul Vlorentyna Wilger, Ribka Wahono Widodo Wicaksono, Bambang Teguh Wijaya, Fairizal Aaron Wahyu Tanamas Satria Winda Ningsih Wiryanto Wiryanto Zuliyati Zuliyati