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Journal : Bulletin of Electrical Engineering and Informatics

 1 
Twitter sentiment analysis of the relocation of Indonesia's capital city Edi Sutoyo; Ahmad Almaarif
Bulletin of Electrical Engineering and Informatics Vol 9, No 4: August 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (625.552 KB) | DOI: 10.11591/eei.v9i4.2352

Abstract

Indonesia has a capital city which is one of the many big cities in the world called Jakarta. Jakarta's role in the dynamics that occur in Indonesia is very central because it functions as a political and government center, and is a business and economic center that drives the economy. Recently the discourse of the government to relocate the capital city has invited various reactions from the community. Therefore, in this study, sentiment analysis of the relocation of the capital city was carried out. The analysis was performed by doing a classification to describe the public sentiment sourced from twitter data, the data is classified into 2 classes, namely positive and negative sentiments. The algorithms used in this study include Naïve Bayes classifier, logistic regression, support vector machine, and K-nearest neighbor. The results of the performance evaluation algorithm showed that support vector machine outperformed as compared to 3 algorithms with the results of Accuracy, Precision, Recall, and F-measure are 97.72%, 96.01%, 99.18%, and 97.57%, respectively. Sentiment analysis of the discourse of relocation of the capital city is expected to provide an overview to the government of public opinion from the point of view of data coming from social media. 
Co-Authors ., Sulha Achmad Pratama Rifai Adinda Inez Sang Aini, Nafis Qurrotul Akbar, Barkah Ali Khoirul Hidayat ANI SAFITRI, ANI Anugrah, Zamil Arifah Batubara, Qurratul Ain Aris Haryanto Armansyah Halomoan Tambunan Aulia Putri, Meilani Budi Hartono Budi Hartono Chika Enggar Puspita Darmawan, Dwiki Darmawan, Ryan Dimas Samodra Bimaputra Dodih Dwi Yuliaji Edy Hartulistiyoso Erlangga, Gilang Fadil Mochamad Ramdan Fadlurrahman, M Asri Fakhrurroja, Hanif Fauzan Radifan Shidiq Fauzy, Restu Firmansyah, Yusup Fitriani Fitriani Fitriani Fitriyah, Atiqotun Frisca Febriyani Kurniawan Hablinur Alkindi Hafiza, Sifha Hajad, Makbul Hakim, Muhammad Iqbal Furqonul Hasan Santosa Hasibuan, Musta'anul Husaini Hidayat, Ali Husaini Hasibuan, Musta'anul Iqbal Santosa Irfan Darmawan Iwan Tri Riyadi Yanto Kahfi Ahadian Mutaqin Komara, Sofyan Akbar Supni MAMAT RAHMAT Mamat Rahmat Mardadi, Silo Muhammad Nanang Prayudyanto Muhammad Ridwan Nabila Amalia Khairani Nashrullah, Nuruddin Nguyen, Huu-Tho Nurhayati, Immas Nurtanto, Bagus Dwi Oktariani Nurul Pratiwi Oktoriansyah, Rinaldi Panji Romadon, Joe Pariatiara, Dicky Nur Pawesti, Khoiriah Widia Pramono, Gatot Eka Pramono, Gatot Eka Pramono, Sigit Dwi Pramuditha, Anggie Randy Prayuda, Ilham Vega Rabbani, Haidar Rachmadita Andreswari Rahmat Fauzi Rahmat Rosyadi, Abdu Rd. Rohmat Saedudin Revo Faris Saifuddin Rizki, Asep Roy Waluyo Rusydi Rusydi Safitri, Tari Hardiani Salundik Saragih, Michael Yudhea SETIAWAN, Ahmad Setya Permana Sutisna Setyawan, Gigih Bayu Shah, Syed Humayon Suganda, Cecep SUMADI SUMADI Sunarya, Derivan Sutisna, Setya Syamsurizal, Adi Tegar, Muhammad Tika Hafzara Siregar Titing Suharti Turmudi Tutut Herawan Wahyu, Susila Wangi Pandan Sari Yakin, Ahmad Ainul Yoga Hermawan Yogi Sirodz Gaos, Yogi Sirodz Zaki, Abdul