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Analisis Sentimen Publik Pada Twitter Terhadap Boikot Produk Israel Menggunakan Metode Naïve Bayes Ade Tiara Susilawati; Nur Anjeni Lestari; Puput Alpria Nina
Nian Tana Sikka : Jurnal ilmiah Mahasiswa Vol. 2 No. 1 (2024): Nian Tana Sikka : Jurnal ilmiah Mahasiswa
Publisher : Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59603/niantanasikka.v2i1.240

Abstract

The conflict between Israel and Palestine has been a prominent topic of international discourse for several decades. This dispute spans a century, commencing in 1917 and persisting to the present day. This research delves into sentiment analysis of the Indonesian community concerning the Israel-Palestine conflict through the Twitter social media platform, with a specific focus on boycotting Israeli products. Utilizing Orange and Naive Bayes classification, the study analyzes over 300 datasets of tweets acquired through the scraping process. The objective is to comprehend the nuances, trends, and variations in sentiment among Twitter users regarding the issue of boycotting Israeli products. The results reveal that the majority of the population tends to support the boycott, with a Naive Bayes classification accuracy of 95%, Precission of 96%, Recall of 95%, and F1 Score of 95%. The data preprocessing process, encompassing transformation, tokenization, and filtering, effectively eliminates noise and prepares the data for a more in-depth sentiment analysis.
Perancangan Media Informasi Profil Kantor Desa Muara Bengkal Ilir Menggunakan Content Management System (CMS) Seftiani Nur; Puput Alpria Nina; Fahreza Agung Firmansyah; Abdul Rahim
Jurnal Pengabdian Kepada Masyarakat Vol. 2 No. 4 (2023): Desember : Jurnal Pengabdian Kepada Masyarakat
Publisher : Sekolah Tinggi Pastoral Kateketik Santo Fransiskus Assisi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jpkm.v2i4.256

Abstract

The development of information and communication technology has had a significant impact in various sectors of life, including in the provision of public information. The importance of quick and easy access to information by the community is the main basis for the Muara Bengkal Ilir Village Head to utilize technology as an effective means of communication. To overcome these problems, we provide a solution to create a WordPress-based Muara Bengkal Ilir Village Office Profile website. The flow of implementing this service is a field study, problem identification, website creation, and testing. The main result of this service is a Muara Bengkal Ilir Village Office Profile Website as an official website in helping disseminate information on the Muara Bengkal Ilir Village Office Profile