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All Journal Jurnal Teknik Informatika (JUTIF) Abdiformatika: Jurnal Pengabdian Masyarakat Informatika
Faisal, Muhamad Agus
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Computer Science & IT Electrical & Electronics Engineering

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PUBLIC SENTIMENT ANALYSIS ON ELECTRIC CARS USING MACHINE LEARNING ALGORITMS Damaiarta Tejayanda, Rigger; Prasetyo, Bayu; Faisal, Muhamad Agus; Abigael, Rakha; Rohana, Tatang; Sukmawati, Cici Emilia
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 4 (2024): JUTIF Volume 5, Number 4, August 2024
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.4.2141

Abstract

The presence of electric vehicles has generated diverse opinions among the public, as widely discussed on social media. The lack of understanding about electric vehicle innovation can influence their perception. Issues such as infrastructure, high prices, pollution concerns, and adaptation to new technology present challenges for automotive companies in their innovation efforts. This study aims to analyze public sentiment towards electric vehicles through comments on the TikTok platform, which can serve as a reference for companies in evaluating and developing electric vehicle innovations. Six different classification algorithms were tested to determine the most effective and accurate one. The methods used include data collection of comments, pre-processing, data processing through stemming, tokenization, and stopwords removal techniques, as well as labeling and modeling stages. The results of the study show that Support Vector Machine are the most superior algorithms with the highest accuracy of 90%. This research provides new insights into public perception of electric cars and the effectiveness of various sentiment analysis algorithms in the context of social media.
Membangun Identitas Digital Workshop Pembuatan Website Dengan Wordpress (Pesantren At-Taubah Karawang) Sukmawati, Cici Emilia; Juwita, Ayu Ratna; Novalia, Elfina; Nurmayanti, Trisya; Tejayanda, Rigger Damaiarta; Faisal, Muhamad Agus
Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Vol. 4 No. 1 (2024): Mei 2024 - Abdiformatika: Jurnal Pengabdian Masyarakat Informatika
Publisher : Indonesian Scientific Journal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59395/abdiformatika.v4i1.209

Abstract

Workshop "Membangun Identitas Digital: Workshop Pembuatan Website dengan WordPress" di Pesantren At Taubah Karawang merupakan kegiatan yang bertujuan untuk memberikan pemahaman dan keterampilan kepada peserta dalam membangun identitas digital lembaga pendidikan melalui pembuatan dan pengelolaan website. Workshop ini berhasil mencapai beberapa hasil yang signifikan, antara lain pemahaman konsep identitas digital yang lebih baik, keterampilan penggunaan platform WordPress yang lebih mahir, dan peningkatan kualitas konten digital lembaga. Selain memberikan manfaat bagi Pesantren At Taubah Karawang dalam memperkuat identitas digitalnya, workshop ini juga memberikan dampak positif jangka panjang dalam pengembangan sumber daya manusia dan pemberdayaan masyarakat di era digital saat ini. Saran yang diberikan meliputi pengembangan konten berkelanjutan, pemanfaatan media sosial, peningkatan interaksi dengan pengguna, pelatihan dan pembinaan lanjutan, serta evaluasi dan pembaruan reguler terhadap website. Diharapkan workshop ini dapat menjadi langkah awal yang bermanfaat bagi Pesantren At Taubah Karawang dalam memanfaatkan teknologi digital untuk meningkatkan kualitas pendidikan dan pelayanan kepada masyarakat.
Co-Authors Abigael, Rakha Bayu Prasetyo, Bayu Damaiarta Tejayanda, Rigger Juwita, Ayu Ratna Novalia, Elfina Nurmayanti, Trisya Rohana, Tatang Sukmawati, Cici Emilia Tejayanda, Rigger Damaiarta