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All Journal Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Inovasi Gagasan Abdimas & Kuliah Kerja Nyata
Rizqi Darmawan
Universitas LIA
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Other

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Analisis Sentimen Berbasis Transformer: Persepsi Publik terhadap Nusantara pada Perayaan Kemerdekaan Indonesia yang Pertama Triana Dewi Salma; Muhammad Ferdi Kurniawan; Rizqi Darmawan; Amat Basri
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 9 No 2 (2025): APRIL-JUNE 2025
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v9i2.3535

Abstract

The inaugural Indonesian Independence Day celebration in the new capital, Nusantara, marked a historic milestone. This study analyzes public sentiment toward this event using the IndoBERT model. Data was collected from Twitter during the celebration period and classified into positive, negative, and neutral sentiments. Three main approaches were employed: IndoBERT as a baseline, IndoBERT fine-tuned with IndoNLU data, and IndoBERT applied to TextBlob-labeled data. Results indicate that the TextBlob-IndoBERT model outperforms the others, effectively processing informal Indonesian text with high accuracy. These findings provide strategic insights for the government in understanding public perception regarding the development of Nusantara and demonstrate the potential of Transformer-based sentiment analysis for the Indonesian language. The study recommends further exploration of factors influencing sentiment and analysis on other social media platforms.
Pembekalan PKL bagi Siswa SMK Prudent School: Mempersiapkan Diri untuk Sukses Menuju Dunia Kerja Rizqi Darmawan
Jurnal Igakerta Vol. 2 No. 2 (2025): Jurnal Igakerta
Publisher : IGAKERTA Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70234/60vrzd24

Abstract

Kegiatan  pengabdian masyarakat ini  bertujuan untuk  memberikan  pembekalan  kepada  siswa kelas XII  SMK Prudent  School  yang  akan melaksanakan Praktik Kerja  Lapangan  (PKL)  di  tahun  2025. Pembekalan  berbentuk  seminar  bertajuk  "Mempersiapkan  Diri  untuk  Sukses:  Langkah-Langkah Menuju  Dunia  Kerja"  pada  21  Februari  2025.  Sebanyak  126  siswa  dari  lima  jurusan—Rekayasa Perangkat Lunak (RPL), Teknik Komputer dan Jaringan (TKJ), Multimedia (MM), Akuntansi dan Keuangan Lembaga (AKL), dan Otomatisasi Tata Kelola Perkantoran (OTKP)—mengikuti kegiatan ini. Rata‑rata skor pre‑test 59.5 meningkat menjadi 70.3 pada post‑test, dengan kenaikan 10.8 poin. Hasil  ini  menegaskan  efektivitas  seminar  dalam  meningkatkan  kesiapan  siswa  menghadapi  dunia kerja. 
Co-Authors Amat Basri Muhammad Ferdi Kurniawan Salma, Triana Dewi