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Journal : The Indonesian Journal of Computer Science

 1 
Analisis Pilkada Medan pada Sosial Media Menggunakan Analisis Sentimen dan Social Network Analyisis Anam, M. Khairul; Firdaus, Muhammad Bambang; Fitri, Triyani Arita; Lusiana; Agustin, Wirta; Agustin
The Indonesian Journal of Computer Science Vol. 11 No. 1 (2022): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v11i1.3027

Abstract

The simultaneous regional head elections were over, but during the campaign until it was decided to become regional head there were many comments, both pro and contra. The city of Medan is one of the regions that will hold the 2020 ELECTION during the pandemic. The Medan City Election has decided that the pair Bobby Nasution and Aulia Rachman have won. This victory certainly gets a variety of comments on social media, especially Twitter. This study conducts sentiment analysis to see the sentiment that occurs, namely seeing negative, positive, or neutral comments. This sentiment analysis uses two methods to see the resulting accuracy, namely Support Vector Machine (SVM) and Naïve Bayes Classifier (NBC). This study also looks at the interactions that occur using Social Network Analysis (SNA). In addition to sentiment analysis and SNA, this study also looks at the existence of BOT accounts used in the #PilkadaMedan. The results obtained from the sentiment analysis show that NBC has the highest accuracy, which is 81, 72% with a data proportion of 90:10. Then on SNA, the @YanHarahap account got the highest nodes, namely 911 nodes. Then from 10326 tweets, 11% were suspected of being BOT by the DroneEmprit Academic system.
Co-Authors -, Zulkahfi Abdul Rasyid Adilah Adiwijaya, Hamdan Drian Agus Darmuki Agus Hartono Agustin Allen Marga Retta, Allen Marga Amarullah Malik Anam, M Khairul Anang Sugeng Cahyono, Anang Sugeng Andrian, Danny Anggraini, Tanda Cinara Anjarwati, Ani Anwar, Nurfiah ARIE PRIMA Arif Yuswardi Ariyani, Vince Armiati Asmita, Sri Astrilina, Lia Aulia Maharani Awwaliah, Siti Baharuddin Buji, Grace Evelina Catur Wahyu Priyanto Chandini, Anggela Charli, Chintya Ones Dedi Saputra Dedy Darmansyah Delti Limbong Tiboyong Diansyah Putra, Rio Dinda Trisakti Wahyuningtya Drian Adiwijaya, Hamdan Duano Sapta Nusantara Elfiswandi Elvira Endah, Felia Epi, Yus Erlia Utami Panjaitan Euis Maesaroh Faizin, Rusdi Fani Ando’ Febriani, Fenti Feri Tiona Pasaribu Fifianti Rudy Firdaus, Muhammad Bambang Fitriana, Arum Frans Marzuki Fransiskus Zoromi Fuadiah, Nyiayu Fahriza Ghina Nurjannah Gumiwang Ariswati, Her Hamdan Drian Adiwijaya Hana Pertiwi Harefa, Pasrah Hari Wisana, I Gede Dewa Hariyanto, Budi Harnon Her Gumiwang Ariswati Herlina Herlina Farid, Indah Hermanto Hermanto Hermawan, Adi Hidayat, M. Fitrah Hudi Yusuf I Dewa Gede Hari Wisana Ifrohati Indri Iriani Indriatie Irmawansi Rorrong Ismirotin, M. ALI MUHSON Junadhi Junadhi Kartika Dewi , Tita Kristiana, Yulia Kussifa, Sofiana Lestari, Nia Ayu Levana Dhia Prawati Lilies N Tangge Lira, Lira Hayu Afdetis Mana Lubis, Donly Wance Lutfiyatul Fahrieyah Luthfiyah, Sari M. Yogi Riyantama Isjoni Marlin, Revina Marson maulani, nine wahyuni Minah Misel Ratte Mohamad Saefudin Mohammad Jamhari Mohammad Kanzunnudin Muhammad Abdillah Muhammad Abdillah Muhammad Asrum Muhammad Ichsan Muhammad Oase Ansharullah Muhammad Resky Muhammadi Munawir, Rahmad Mustapa Kamil Alga Beruh Nainggolan, Ardi Zulfan Nashichah, Roichatun Nasirruddin, Muhammad natasha, Syarifah fadillah Niami, Sinta Nila Kesumawati Ningrum, Putu Noer Indah Aprianti Nugraha, Doni Nugroho, Yoga Nur Fadhilah, Dian Nurfadilla Nurul F, Dea Petra Kirana Pransiska, Ririn Yulia Purnama, Vera Puspita, Devi Putri, Reza Yulia Putri, Siti Julaiha Ananda R.A. Fadila Rahmat syah Rahmawati Rahmawati Muin Rajagukguk, Tanti M. Rakhma, Ina Ratna Dewi Reynaldo. H, Joseph Rini Yanti Risma Toding Allo Roni Indra Partini Salsabila, Gina Sarianja, Suherdian Septa Sebastian Prasetya Kresnandita Seliaty Tiku Lempan Selvia, Mela Nova Setiawan, Singgih Yudha Setioningsih, Endang Dian Shyiba Yunia Aliffah Sigit Ratnanto Silvia Sari Simbolon, Rico Kardo Siti Masmuahadah Sri Asmita Sri Susanti Suharno Suharno, Pawirosumarto Sulistia Pratiwi, Eva Sumber SUSI ERLINDA SUYATNO Syahraini Ritonga Tarigan, Clarissa Aloina Tia Alfina Rakhmawati Tita Kartika Dewi Tria Gustiningsi Trimurti Saleh Trisna Dewi, Desy Triyani Arita Fitri Uswatul Hasanah, Uswatul Utomo, Bedjo Vera Purnama Wahyuni, Fika Wandi Alif Firdaus Winanda, Vanny Nuari Wirta Agustin Wuriyani, Arine Yayat Suharyat Yenti, Yatna Yerizon Yora Nopriani Yulasmi Yusmaliani Yusuf , Hudi Yusuf Hartono Zefriyenni Zega, Fangaro Zixy Mahar Nurtias