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All Journal Dinamika Informatika Jurnal Informatika dan Teknik Elektro Terapan WARTA Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of Community Engagement) E-Dimas: Jurnal Pengabdian kepada Masyarakat Fountain of Informatics Journal Panrita Abdi - Jurnal Pengabdian pada Masyarakat Sinkron : Jurnal dan Penelitian Teknik Informatika INTEGER: Journal of Information Technology Turbo : Jurnal Program Studi Teknik Mesin Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control JTERA (Jurnal Teknologi Rekayasa) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jurnal Informatika Universitas Pamulang JIPN (Journal of Informatics Pelita Nusantara) Multitek Indonesia : Jurnal Ilmiah KOMPUTEK JuSiTik : Jurnal Sistem dan Teknologi Informasi Komunikasi DIKEMAS (Jurnal Pengabdian Kepada Masyarakat) ScientiCO : Computer Science and Informatics Journal Jurnal Teknik Elektro dan Komputasi (ELKOM) Jurnal ABDINUS : Jurnal Pengabdian Nusantara Jurnal Teknik Informatika C.I.T. Medicom International Journal of Science, Engineering and Information Technology Journal of Computer, Electronic, and Telecommunication (COMPLETE) Jurnal Responsif : Riset Sains dan Informatika Insyst : Journal of Intelligent System and Computation Jurnal PkM (Pengabdian kepada Masyarakat) JUSTIN (Jurnal Sistem dan Teknologi Informasi) International Journal Artificial Intelligent and Informatics Jurnal Abdimas Dosma (JAD) Makara Journal of Science Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Jurnal Pengabdian kepada Masyarakat Jurnal Abdimas Dosma
Ghulam Asrofi Buntoro
Universitas Muhammadiyah Ponorogo
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Journal : International Journal Artificial Intelligent and Informatics

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Sentiments analysis for prediction the governor of east java 2018 in twitter Buntoro, Ghulam Asrofi
International Journal Artificial Intelligent and Informatics Vol 1, No 2 (2018)
Publisher : Research and Social Study Institute (ReSSI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (283.297 KB) | DOI: 10.33292/ijarlit.v1i2.20

Abstract

The East Java Governor Election which will be held in 2018 is also felt in the virtual world especially Twitter social media. All people freely argue about their respective governor candidates, the memorandum raises many opinions, not only positive or neutral but also negative opinions. Media growth is so rapid, revealing a lot of online media from the news media to social media. Social media alone is Facebook, Twitter, Path, Instagram, Google+, Tumblr, Linkedin and many more. Today's social media is not only used as a means of friendship or making friends, but also for other activities. Promos of trading or buying and selling, until political party promos or campaigns of candidates for regents, governors, legislative candidates until presidential candidates. The research objective is to conduct a method of analyzing the sentiments of 2018 East Java Governor candidates on Twitter social media with optimal and maximum optimization. While the benefits are to help the community conduct research on opinions on twitter which contains positive, neutral or negative sentiments. Analysis of the sentiments of East Java Governor candidates in 2018 on twitter social media using non-conventional processes that save costs, time and effort. The results of Khofifah's dataset are 77% accuracy, 79.2% precision value, 77% recall value, 98.6% TP rate and 22.2% TN rate. For the results of Gus dataset, the accuracy is 76%, the precision value is 74.4%, the recall value is 76%, the TP rate is 93.8% and the TN rate is 52.9%.
Co-Authors Abdillah, Muhammad Sholihul Adhi Dharma Wibawa, Adhi Dharma Agung Purniawan Agung Purniawan, Agung Ain, M. Fadyanto Handynur Aji, Lintang Purnomo Al-Rizki, Muhammad Farid Iqbal Aliyadi Aliyadi Aminuddin, Wildan Muhammad Anas Nurgito Angga Prasetyo Annas, Rafi Nur Anwar, Nur Wahid Khoirul Arifin, Rizal Arifin, Rizal Astuti, Arin Yuli Atok Setiyawan Bahrudin, Ilham Bagus Bambang Sudarmanta Charisma Audia Maghribi Didik Riyanto Didik Setiawan Dimas Aditya Dimas Nando Putro Widodo Dwiyono Ariyadi Dwiyono Ariyadi Dwiyono Ariyadi Dwiyono Ariyadi, Dwiyono Dyah Mustikasari Emi Wulandari Fahmi, Anas Fahrurozi, Fahrurozi Fauzan Masykur Habiby, Jawwad Sulthon Hanafi, Afip Choirul Hantoro, Ismal Bil Heru Prasetya Ida Widaningrum, Ida Indah Puji Astuti Indah Puji Astuti Indah Puji Astuti Indah Puji Astuti INDAH PUSPITASARI KUNTANG WINANGUN Kuntang Winangun Mahendra, Rigo Febby Miftakhul Arifin Moh Bhanu Setyawan Muh Ardiansyah Muhammad Farid Iqbal Al-Rizki Muhammad Furqon Fadli Munaji Munaji Munaji, Munaji Ningrum, Dewi Puspita Nizar Faisal Hakim Prasetya, Angga Hadi Prasetyo, Yogi Prayitno, Ringga Albi Putri Alief Siswanto Rachmad Mahendrajaya Ramadhani, Prio Adi Rico Agus Prasetyo Ridho Rahman Hariadi Riki Widiantoro Robi Etdji Pangestu Roikhatul Jannah Sabilla, Shoffi Izza Salman Al Farisi, Salman Al Saputro, Arfindo Adimas Eko Septyana, Dinda Syarifuddin, Ikwan Tinovia Prasetyo Tomi Wingga Pratama vidyastari, rhesma intan Wati, Riana Wawan Kusnawan Widiantoro, Riki Winardi, Yoyok Wirawanto, Yusron Yahya, Muhammad Fachrul Yoga Prasetia Yonatama, Ilham