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Journal : Jurnal Teknik Informatika (JUTIF)

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.
Co-Authors A.S, Vidinda Maharani Abdillah, Muhammad Adrian Abigael, Rakha AGUS YUDHA PRAWIRA ADISTANA, GDE Agustina, Evania Dwi Aidil, Aidil Aji Prihantoro, Bastian Anas, Abdilah Anik Nur Handayani Aniq Hudiyah Bil Haq, Aniq Hudiyah Bil Antonius Suhartomo Ardiyan, Ardiyan Ayu Ferawati, Ayu Ayu, Dewi Aziz, Faiz Syaikhoni Bin Che Ani, Adi Izhar Budiman, Arianda Damaiarta Tejayanda, Rigger Dari, Marina Ulan Dewa, Refansyah Basu Dewanto, Hendrawan Kusumo Dewi Tamara Diffany Nuzan, Namira Dimas Agung Saputra Djoko Soelistya Elviandri, Elviandri Faisal, Muhamad Agus Faqih, Kamil Figo, Harnando Firmansyah, Iqbal Gustiawan, Putra Chusnul Halawa, Firima Hamka Hamka, Hamka Hanura, Muhammad Ridzky Haya, Dita Alika Fadia Hestiningtyas, Widya I Komang Winatha Imelda Martinelli, Imelda Insan Tajali Nur Jaka Suyana Joni Welman Simatupang Juliannoor, Giovanni Dion Pratama Kalsela, Wanda Frisilia Karnela, Gina Khoir, Mulyanto Abdullah Kiranti, Elza Azizah Malikul Adil Meilika Nadilatasya, Putri Metanoya, Finsri Muhammad Miftah, Muhammad Muhammad Nurcholis Alhadi Nazrin, Mohamad Nining Yuningsih Nisa Rachmah Nur , Anganthi Nisa, Qoiratun Novitasari, Aulia Rahma Nur Azizah Nur Hidayah Nur Rahman, Muhammad Paturu, Reni Oktaviani Pertiwi, Sekar Ayuni Diah Prastyaningrum, Suci Priharta, Ari Primadi, Wahyu Putra, Gusrian Putri, Nanda Belva Kemala Putri, Rhiza Adelia Rahayuningsih, Uut Rasji Riandro Raul, Ignasius Ridlo, Muhammad Abdurrasyid Rofik, Hanifah Nur Rohana, Tatang Roni Herdianto Rosalina, Mira Rosandi, Andri Rosyihuddin, Muhammad Sahirah, Anisa Maulidatus Salas, Jevi Saputri, Novia Ardana Sebastian Matondang, Matthew Mikha Sholichah, Mu'minatus Sofyan Sofyan Sonjaya, Iwan Suen, Mein-Woei Suhana Suhana Sukmawati, Cici Emilia Sunariyo Sunariyo, Sunariyo Supmawati, Meysi Taufiqurrohman, Rifqi Tikaromah, Oom Wahyuni, Nor Alifah Wicaksono Febriantoro, Wicaksono Widoyo, Agus Fatuh Widyatmaka, Burhan Winata, Hari Wuri Handayani Yulianingrum, Aulia Vivi Yulianingrum, Aullia Vivi Zahrah, Mutiara