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All Journal Jurnal Surya Masyarakat Prosiding Seminar Nasional Unimus
Kindarto, Asdani
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Peningkatan Kompetensi Guru Madrasah Ibtidayah Duren dan Sabilul Huda Bandungan melalui Pelatihan Pembelajaran Berbasis Teknologi Informasi Ilham, Ahmad; Fathurrohman, Akhmad; Sam'an, Muhammad; Safuan, Safuan; Munsarif, Muhammad; Assaffat, Luqman; Kindarto, Asdani; Ramadhani, Arfido; Adinullhaq, Juyus Muhammad; Febrianto, Febrianto; Nurmantoro, Irvan; Ardhani, Yevi Alviatul; Ariyanto, Nova
Jurnal Surya Masyarakat Vol 5, No 2 (2023): Mei 2023
Publisher : Universitas Muhammadiyah Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26714/jsm.5.2.2023.264-269

Abstract

Madrasah Ibtidaiyah (MI) Duren Village and Sabilul Huda Jimbaran Bandungan District Semarang Regency want to produce quality graduates. However, the competence of teachers is still conventional learning aids so the learning process is not optimal. To answer this problem, the Department of Informatics, Faculty of Engineering at Universitas Muhammadiyah Semarang, Indonesia proposed information technology-based learning training activities for madrasah teachers. The purpose program is to strengthen human resources for teachers in MI Desa Duren and Sabilul Huda Jimbaran. The proposed program is divided into three learning schemes, (1) interactive presentation media, (2) online classroom learning, and (3) online learning evaluation. The results of this program are that the participants proved to be able to produce effective, elaborative, and interactive teaching materials based on information technology so that students are not bored and enthusiastic about following lessons in the classroom. It can be cancluded the program with the theme "Strengthening Teacher Competencies Through Information Technology-Based Learning Training" can overcome problems in Madrasah Ibtidaiyah (MI) Duren Village and Sabilul Huda Jimbaran Bandungan District Semarang Regency.
Analisis Sentiment Masyarakat Terhadap Clash of Champions Ruang Guru Menggunakan Metode Support Vector Machine (SVM) Sabastian, Yud Caesar Ivan; Kindarto, Asdani; Fathurrohman, Akhmad
Prosiding Seminar Nasional Unimus Vol 7 (2024): Transformasi Teknologi Menuju Indonesia Sehat dan Pencapaian Sustainable Development G
Publisher : Universitas Muhammadiyah Semarang

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Abstract

Penelitian ini bertujuan untuk menganalisis sentimen masyarakat terhadap acara Clash of Champions yangdiselenggarakan oleh Ruang Guru menggunakan metode Support Vector Machine (SVM). Data yangdigunakan berasal dari platform media sosial Twitter, dengan tweet yang dikumpulkan melalui prosescrawling dalam rentang waktu 26 Juni hingga 6 Juli 2024. Proses analisis melibatkan tahap pra-pemrosesan,pembobotan TF-IDF, serta klasifikasi menggunakan metode berbasis leksikon dan SVM. Evaluasi akurasidilakukan menggunakan matriks kebingungan, dan hasil menunjukkan tingkat akurasi sebesar 99,34%.Hasil penelitian menunjukkan bahwa mayoritas sentimen masyarakat terhadap acara ini adalah positif,dengan 93,56% tweet memberikan reaksi positif. Penelitian ini berkontribusi dalam memberikan wawasanmengenai bagaimana masyarakat merespons acara berbasis edukasi, serta menawarkan dasar bagipenelitian selanjutnya dalam analisis sentimen pada konteks serupa.Kata Kunci: Sentiment Masyarakat, Support Vector Machine
Co-Authors Adinullhaq, Juyus Muhammad Akhmad Fathurrohman Ardhani, Yevi Alviatul Ariyanto, Nova Febrianto Febrianto, Febrianto Ilham, Ahmad Luqman Assaffat Muhammad Munsarif Muhammad Sam'an Nurmantoro, Irvan Ramadhani, Arfido Sabastian, Yud Caesar Ivan Safuan Safuan