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All Journal Jurnal Riset dan Kajian Pendidikan Fisika Jurnal Pendidikan Fisika Indonesia Techno: Jurnal Penelitian Jurnal Pendidikan Fisika FKIP UM Metro Jurnal Inovasi dan Pembelajaran Fisika Jurnal Penelitian Pembelajaran Fisika JIPFRI (Jurnal Inovasi Pendidikan Fisika dan Riset Ilmiah) Titian Ilmu: Jurnal Ilmiah Multi Sciences Indonesian Journal of Science and Mathematics Education Justek : Jurnal Sains Dan Teknologi JPF : JURNAL PENDIDIKAN FISIKA International Conference on Mathematics and Science Education of Universitas Pendidikan Indonesia MONSU'ANI TANO Jurnal Pengabdian Masyarakat Silampari Jurnal Pendidikan Ilmu Fisika Indonesian Review of Physics (IRiP) Jurnal Abdi Insani Physics Education Research Journal Jurnal Pendidikan, Sains, Geologi, dan Geofisika (GeoScienceEd Journal) Jurnal Nasional Ilmu Komputer Jurnal Indonesia Mengabdi Jurnal PkM (Pengabdian kepada Masyarakat) Jurnal Informatika, Komputer dan Bisnis (JIKOBIS) Jurnal Pengabdian Multidisiplin Procedia of Social Sciences and Humanities Islamic Journal of Integrated Science Education PROSIDING SEMINAR NASIONAL PENELITIAN DAN PENGABDIAN KEPADA MASYARAKAT (SNPPM) UNIVERSITAS MUHAMMADIYAH METRO Prosiding Seminar Nasional Orientasi Pendidik dan Peneliti Sains Indonesia Jurnal Media Akademik (JMA) Jurnal Riset Teknik Komputer Jurnal Riset Sistem Informasi Jurnal Ilmiah Informatika dan Komputer U-Teach: Journal of Young Physics Education Teacher JIPFRI (Jurnal Inovasi Pendidikan Fisika dan Riset Ilmiah) Jurnal Indonesia Mengabdi Jurnal Perjuangan dan Pengabdian Masyarkat: JPPM JIKUM: Jurnal Ilmu Komputer Jurnal Sistem Informasi, Teknik Informatika, dan Sistem Komputer
Thoha Firdaus
Universitas Nurul Huda
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Public Health Social Sciences Other

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Journal : jurnal riset teknik komputer

 1 
IMPLEMENTASI MODEL HYBRID MACHINE LEARNING UNTUK PREDIKSI KELULUSAN PESERTA PELATIHAN KOMPUTER DI LKP MITTRA PRESTASI Ifdhea Finesti; Maryam Ulfa Ningtyas; Tia Apriyani; Wardianto; Thoha Firdaus
Jurnal Riset Teknik Komputer Vol. 2 No. 2 (2025): Juni : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/5mny3e77

Abstract

This study examines the problem of the success rate of computer course program participants at LKP Mitra Prestasi which is still an obstacle for institutional administrators. By applying a hybrid model approach in machine learning, which combines Random Forest and Long Short-Term Memory (LSTM) algorithms through the assembly merging technique, this study aims to develop a predictive model that is able to estimate the success rate of participants and recognize variables that contribute to the achievement of learning outcomes. The probability outputs from both models are used as an input feature for the Logistic Regression meta-classifier that studies the optimal combination of predictions to produce final graduation decisions. This approach leverages the Random Forest's advantages in recognizing static features and LSTM in recognizing temporal patterns. Research data was obtained from 100 course participants which included demographic information, academic performance, as well as data on the order of attendance and assignment submission. The research findings show that the hybrid model with the stacking ensemble built succeeded in achieving 95% accuracy, 95% precision, 100% recall, and 97.44% F1 score, with the main variables affecting graduation being final exam scores, attendance percentage, and accuracy of assignment submission.
PEMANFAATAN JARINGAN WISP BERBASIS ROUTER UNTUK BERBAGI AKSES INTERNET ANTAR RUMAH WARGA Mantri, Mantri Kromo; Rayza, Rayza Lintang; Julia, Julia Safitri; Anshori Anshori; Thoha Firdaus
Jurnal Riset Teknik Komputer Vol. 2 No. 2 (2025): Juni : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/fkssqc43

Abstract

The digital divide, resulting from economic limitations in accessing the internet, is a significant problem in many communities, including Pujorahayu Village. This research aims to design and implement a router-based Wireless Internet Service Provider (WISP) network as an affordable communal solution. The methodology employed is the Network Development Life Cycle (NDLC), which was applied to ten households utilizing TP-Link WR845N routers in WISP mode connected to a single primary internet source. The implementation results indicate that the WISP network successfully provides stable and economic internet access, while also positively fostering participation and a spirit of digital collaboration among residents. Nevertheless, several operational challenges were identified, such as limited signal range and potential bandwidth saturation during peak hours. Based on these findings, this research concludes that the solution is technically and socially viable. Further development of a bandwidth management system, the use of additional devices for coverage expansion, and the establishment of a transparent and sustainable communal management model are recommended. The implementation of this model can be replicated in other regions to support equitable internet access and strengthen digital inclusion on a national scale.  
Co-Authors A R Sinensis Adi Chandra Adi Resesi Anto Afitri, Destia Ainun Ummi Sholikahah Aninatus Sofiah Anisatur Rofiqah, Siti Anshori Anshori Anshori Apriani, Fitri Ari Khusuma Arini Rosa Sinensis Bagus Satrio Utomo Bibit Lestari Cyndi Lestari Defi Verawati Deri Feriyansah Dini Milatul Husniyah Dwi Prayitno Eben Kurniawan Effendi Effendi Effendi Effendi Effendi Erwin Erwin Erwin Erwin Fajar Fadillah Wibowo Fatkhur Rohman Fauzi, Umar Feby Yolan Femas Adi Prakasa Fourier Dzar Eljabbar Latief Handoko Auliyanto Heriyanti ., Heriyanti Husniyah, Dini Milatul Ibnu Hazar Ida Hamidah Ida Hamidah Ida Kaniawati Ifdhea Finesti Inda Lestari Inda Lestari, Inda Indra Irawan Intan Puspita Irnin Agustina Dwi Astuti Irnin Agustina Dwi Astuti, Irnin Agustina Dwi Julia, Julia Safitri Komariyah, Sri Larita, Nadia Putri Lestari, Cyndi Lutfia Nurlaili M Iqbal Mustofa Malda Karindra Mantri, Mantri Kromo Mardova, Liyana Maryam Ulfa Ningtyas Miftahul Ulum Miftakhul Rahman Milatul Husniyah, Dini Moh. Toifur Muhammad Iksannudin Muhammad Naufal Jamil Al Basyari Sutoyo Munawaroh, Ma’rifatul N Saiputri Nadia Putri Larita Nikmah, Rodhotun Nirma Nopitasari Nopitasari Novi Yola Saiputri Nur Asmarita NURUL HIDAYAH Nurul Hidayah Pamuji Muhamad Jakak Pandu Dimas Pratama Pradita Adnan Wijaya Putra, Febrianto Putri Larita, Nadia Rafisyah Lutfi Hanif Rayza, Rayza Lintang Reni Setiawati Riki Agus Saputra Rio Fadholi Roja Septiani Rosmiati Rosmiati Saputra, Yoga Saulon, Butch O Septianti, Roja Setiani, Winda Setiawan, Rico Sholikahah, Ainun Ummi Siti Anisatur Rafiqah Siti Anisatur Rofiqah Siti Fatimah Siti Fatimah Siti Rahmawati Sumawan Sutarno, M Sutri Widayatun T Hardila Tia Apriyani Tri Hardila Uli Riski Uliyandari, Mellyta Umar Fauzi Uswatun Hasanah Wardana, Rendy Wikrama Wardianto Wawan Setiawan Wawan Setiawan Widayanti Widayanti Widayanti Widayanti Wijaya, Pradita Adnan Y. Pramudya, Y.