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Rahayu, Elly
Sekolah Tinggi Manajemen Informatika Dan Komputer Royal
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PELATIHAN DASAR PERHITUNGAN JARINGAN KOMPUTER UNTUK SISWA SMK DI LKP PELITA MEDIA Putra, Guntur Maha; Junaidi, Junaidi; Rahayu, Elly
Jurnal Pemberdayaan Sosial dan Teknologi Masyarakat Vol 5, No 2 (2025): Desember 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jpstm.v5i2.5507

Abstract

Abstract: Mastery of computer network calculation is a fundamental competency for vocational high school students in meeting the demands of vocational learning and the world of work. However, limited conceptual understanding and practical skills in computer network calculation remain common challenges among the target community. This community service activity aims to enhance the capacity and competence of vocational high school students through basic computer network calculation training conducted at LKP Pelita Media. The methods employed combine community education and practice-based training through conceptual instruction, demonstrations, and case-based network calculation exercises. The main outputs of this activity are training services and applied learning that emphasize understanding computer network terminology and subnetting calculation skills. This activity contributes to the enrichment of community service practices in the field of vocational education by offering a contextual, systematic, and easily replicable learning approach for similar educational and training institutions.            Keywords: network; training; subnetting  Abstrak: Penguasaan perhitungan jaringan komputer merupakan kompetensi dasar yang penting bagi siswa Sekolah Menengah Kejuruan (SMK) dalam menghadapi kebutuhan pembelajaran vokasi dan dunia kerja. Namun, keterbatasan pemahaman konseptual dan keterampilan aplikatif pada materi perhitungan jaringan komputer masih menjadi permasalahan yang dijumpai pada masyarakat sasaran. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan kapasitas dan kompetensi siswa SMK melalui pelatihan dasar perhitungan jaringan komputer yang dilaksanakan di LKP Pelita Media. Metode yang digunakan mengkombinasikan pendidikan masyarakat dan pelatihan berbasis praktik melalui penyuluhan konseptual, demonstrasi, serta latihan studi kasus perhitungan jaringan. Luaran utama kegiatan berupa pelatihan dan pembelajaran aplikatif yang menekankan pemahaman peristilahan jaringan komputer dan keterampilan perhitungan subnetting. Kegiatan ini berkontribusi dalam memperkaya praktik pengabdian kepada masyarakat di bidang pendidikan vokasi dengan menghadirkan pendekatan pembelajaran yang kontekstual, sistematis, dan mudah direplikasi pada lembaga pendidikan dan pelatihan sejenis. Kata kunci: jaringan; pelatihan; subnetting 
A FUZZY LOGIC BASED EVALUATION MODEL FOR THESIS TOPIC FEASIBILITY TO ENHANCE STUDENT RESEARCH RELEVANCE Rizaldi; Dewi Anggraeni; Elly Rahayu
JURTEKSI (jurnal Teknologi dan Sistem Informasi) Vol. 12 No. 1 (2025): Desember 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Royal Kisaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v12i1.4293

Abstract

Abstract: The determination of thesis topics is a fundamental stage in academic research, yet the evaluation process remains predominantly manual and subjective. This reliance on individual lecturer perception often leads to inconsistent feasibility assessments and fails to systematically measure the topic's alignment with strategic needs. This research aims to develop a Decision Support System (DSS) model based on fuzzy logic to assess the feasibility of thesis topics objectively and systematically, focusing on enhancing the relevance of student research. The research method employed the Fuzzy Inference System (FIS) with the Sugeno method. This model was designed through literature review and FGD to establish four criteria (Topic Relevance, Difficulty Level, Idea Novelty, Reference Availability) and 81 rule bases. The model validation results against expert judgment using 15 test data showed a high accuracy rate of 91.31%, with a Mean Absolute Percentage Error (MAPE) value of 8.69%. In conclusion, this DSS model is proven to be valid and consistent, and it can be relied upon as an objective tool to improve the quality and relevance of thesis topics. Keywords: academic evaluation; decision support system; fuzzy logic; fuzzy sugeno; thesis feasibility Abstrak: Penentuan topik skripsi merupakan tahapan fundamental dalam penelitian akademik, namun proses evaluasinya hingga kini masih cenderung manual dan subjektif. Ketergantungan pada persepsi dosen secara individu sering kali menyebabkan penilaian kelayakan yang tidak konsisten serta kegagalan dalam mengukur keselarasan topik dengan kebutuhan strategis secara sistematis. Penelitian ini bertujuan mengembangkan model Sistem Pendukung Keputusan (SPK) berbasis logika fuzzy untuk menilai kelayakan topik skripsi secara objektif dan sistematis, dengan fokus pada peningkatan relevansi penelitian mahasiswa. Metode penelitian yang digunakan adalah Fuzzy Inference System (FIS) dengan metode Sugeno. Model ini dirancang melalui tinjauan pustaka dan Focus Group Discussion (FGD) untuk menetapkan empat kriteria (Relevansi Topik, Tingkat Kesulitan, Kebaruan Ide, Ketersediaan Referensi) serta 81 basis aturan. Hasil validasi model terhadap penilaian pakar menggunakan 15 data uji menunjukkan tingkat akurasi yang tinggi yaitu 91,31%, dengan nilai Mean Absolute Percentage Error (MAPE) sebesar 8,69%. Kesimpulannya, model SPK ini terbukti valid dan konsisten, serta dapat diandalkan sebagai alat objektif untuk meningkatkan kualitas dan relevansi topik skripsi. Kata kunci: evaluasi akademik; sistem pendukung keputusan; logika fuzzy; fuzzy sugeno; kelayakan skripsi
Co-Authors . Zulfan Aandanu Aandanu Abda Abda Adi Prijuna Adi Prijuna Lubis Agus, Raja Tama Andri Aidil Adi Suhendra Aidil Syah Putra Alfa, Zikri Apriaji Kurniawan Ayu Lestari Baehaqi Cindy Ross Dewi Anggraeni Dewi Maharani Dewi, Sri Puspita Dinda Nuri Fazira Donni Nasution Fauzy Maulana Sinaga Febbrian, Aldi Gundari, Putri Handayani, Masitah Havid Syafwan Helmiah, Fauriatun Herman Saputra Herman Saputra Herman Saputra Herman Saputra Iqbal Kamil Siregar Irawati, Novica Jeperson Hutahaean Junaidi Kifti, Wan Mariatul Kiki Andriani Lestari, Oni Dewi Lubis, Adi Prijuna Lubis, Syafaat Sufi Maharani, Dewi Manurung, Nuriadi Mariatul Kifti, Wan Marpaung, Miftah Rizki Marpaung, Nasrun Masitah Handayani Melati, Putri Milandari, Novi Monalisa, Nency Widya Muhammad Ardiansyah Sembiring Nadya Viranika Nasution, Putri Alfiani Natasya, Tri Adetia Nency Widya Monalisa Neni Mulyani Niki Fazira Nirda Julianda Nofriadi Nofriadi Nofriadi Nofriadi Novi Silvana Kawila Nurhani, Irma Nuriadi Manurung Nuriadi Manurung Nurul Rahmadani Nurwati Nurwati Nurwati Nurwati Nurwati Nurwati Nurwati Oni Dewi Lestari panjaitan, widia fahwana br Permana, Yogi Abimanyu Putra, Guntur Maha Putri Melati Putri Sundari Putri, Indri Anggraini Rahmadani, Sherly Ramadani, Dilla Ramdhan, William Renanda Eka Putri Risnawati Risnawati Rita Ratna sari Rizaldi Rizaldi, Rizaldi Roesella Anjani Rohminatin Rohminatin Rohminatin Rohminatin Roni Dalimunthe sahren, sahren Salsadilah, Nadya SANTOSO SANTOSO Santoso Santoso Saragih, Zuriah Br Siddik, Mohd. Siregar, Iqbal Kamil Sri Wahyuni Nasution Sundari, Putri Suriana Suriana Susanti, Riski Syafaat Sufi Lubis Syahira Syahira Syahputri, Rian Tantri Maya Leni Tri Anjar Ningsih USWATUN HASANAH Utama, Gita Nurul Waode Aminah Andella William Ramdhan Yusda, Riki Andri Zulfi Azhar