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Journal : CSRID

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Analisis Sentimen Terhadap Film Sri Asih Dengan CNN, KNN, dan Logistic Regression Wijaya, Ester Caroline Dwi Wijaya; Hendry
CSRID (Computer Science Research and Its Development Journal) Vol. 15 No. 3 (2023): October 2023
Publisher : LPPM Universitas Potensi Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22303/csrid-.15.3.2023.200-212

Abstract

Technological developments have had a significant impact on various sectors, which is in the film industry, of course this is become a challenge for film producers to make works that suit people's tastes. The recent film that has become the public's attention is the Sri Asih film, due to its fresh genre and story, this film got a lot of opinions from the public. With the social media Twitter, people can express their opinions, comments, and criticisms online. Therefore, Twitter can be used to observe positive and negative responses to analyze public opinion about the film Sri Asih. The analysis is sentiment analysis, which is a process to analyze whether public opinion is negative, neutral, or positive. The goal of this study is to determine the public's response to the Sri Asih film which can be used as an evaluation for film producers. This research was conducted using three methods: Convolutional Neural Network (CNN) with 78% accuracy, K-Nearest Neighbor (KNN) with 61% accuracy, and Logistic Regression with 81% accuracy.
Co-Authors Aditia Febriansya Agus Suyono Ahmed, Suliman Badawi Alex Tribuana Sutanto Alfiarini Alfonsus Situmorang, Ricky Andi Saputra Andri Krisnandi Somantri Anuari, Nong Anwar, Rydho Arofah, Muhammad Bayu Arrafii Sihotang, Bambang Badawi, Afif Bagus Guritno Barany Fachri Batubara, Supina Cecillia, Febby Chow, David Christina Eveline Christopher Alexander Mahidin Debora Tambunan Deni Apriadi Dewi Amalia Dewi Amalia Dhany, Hanna Willa Edeline, Devina Edward, Yusuf Ronny Eka Putra Elisa, Erlin Ery Radya Juarti, Ery Radya Erz Saragih, Raymond Geni Firuliadhim Govert Anwar, Ferry Hafni Hataman, Allysha Putri Herdianto Herdianto Irwan Iskandar Iskandar Josua Stanley Kevin Fransisco Khaerul Naim Mursalim, Muhammad Kristina Kristina Kusuma, Yusmiati Lestari, Adria Wuri Maduma Sari Sagala Mardiah Marpaung, Fenny Krisna Mhd Mayu Pradana S Muchtar Muchtar Muhammad Fathoni, Muhammad Muhammad Hasanuddin, Muhammad Muhammad Iqbal Muhammad Naufal, Muhammad Muhammad Noor Hasan Siregar Muhammad Shouman Mulyadi Yuswandono Nagian Toni Novirsari, Emma Nugraha, Zidan Fauzi Nuranisah oktavia, sanni Rahmadani Rahmat Permana, Rahmat Raihan Riandi Ramadani, Suci Reni Rahmawati Resti Meysita Pramaesti Ricky Ramadhan Harahap Rio Prajudi Rizal, Chairul Rizki, Cindy Atika Rosita S Syahril Satyawira, Ryan Setia Budi Putra Lase Setyo Abdi Nugroho Sigit, Muhammad Silalahi, Ronaldo Gunawan Sirait, Togar Siti Khodijah Sofiyan Sulaiman , Raihan Maulana Suwandi, Agus Syahril Syahril Syahril Syifa Andriani Tatang Sumarna Teddy Marcus Zakaria Tengku Monica Tan VERONICA VERONICA Vincent Vincent Wedi Iswandi Wijaya, Ester Caroline Dwi Wijaya Winda Evyanto, S.S., M.MPd. Winda Revalina simarmata Yuliana Habibi, Yuliana Yusmiati Kusuma Yuswandono, Mulyadi Zulpanani, A.