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All Journal Infotech Journal Jurnal Ilmiah Universitas Batanghari Jambi Faktor Exacta Techno Nusa Mandiri : Journal of Computing and Information Technology Jurnal Riset Informatika INTI Nusa Mandiri Jurnal Manajemen Informatika dan Sistem Informasi Jurnal Pendidikan Teknologi Informasi dan Vokasional Jurnal Infortech JIRA: Jurnal Inovasi dan Riset Akademik Jurnal AbdiMas Nusa Mandiri Dedikasi: Jurnal Pengabdian kepada Masyarakat TIERS Information Technology Journal Tridharmadimas: Jurnal Pengabdian Kepada Masyarakat Jayakarta Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Jurnal Teknologi Sistem Informasi Abdi Teknoyasa Journal of Artificial Intelligence and Digital Business COREAI: Jurnal Kecerdasan Buatan, Komputasi dan Teknologi Informasi Inspiration: Jurnal Teknologi Informasi dan Komunikasi Jurnal Komputer Antartika Jurnal Pengabdian Masyarakat J-CEKI
Fachri Amsury
Universitas Nusa Mandiri
Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

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Journal : Faktor Exacta

 1 
Analisis Sentimen Pengguna Marketplace Bukalapak dan Tokopedia di Twitter Menggunakan Machine Learning Irwansyah Saputra; RAHMAD SINGGIH AJI PAMBUDI; HANAFI EKO DARONO; FACHRI AMSURY; MUHAMMAD RIZKI FAHDIA; BENNI RAMADHAN; ANGGIE ARDIANSYAH
Faktor Exacta Vol 13, No 4 (2020)
Publisher : LPPM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/faktorexacta.v13i4.7074

Abstract

      A collection of tweets from Twitter users about Marketplace Bukalapak and Tokopedia can be used as a sentiment analysis. The data obtained is processed using data mining techniques, in which there is a process of mining the text, tokenize, transformation, classification, stem, etc. Then calculated into three different algorithms to be compared, the algorithm used is the Decision Tree, K-NN, and Naïve Bayes Classifier with the aim of finding the best accuracy. Rapidminer application is also used to facilitate writers in processing data. The highest results from this study are Decision Tree algorithm with 82% accuracy, 81.95% precision and 86% recall.
Co-Authors Adiputra, Jason Adiputra, Mahesa Aditya, Tommy Ahmad Fadlil Fauzi Alghifari, Luthfi Adam Andri Agung Riyadi Andry Agung Riyadi Anggi Dian Oktavianingsih ANGGIE ARDIANSYAH Anjani, Mutiara Putri Asrul Azalia, Devina Bayhaqy, Achmad BENNI RAMADHAN Dwiza Riana Fahlapi, Riza Fatihah, Cinta Aprilia Febriyanti, Syafvika Tiara Ferdy Saputra Frieyadie Gunawan, Heru HANAFI EKO DARONO Hanifah, Nida Helmalia Putri Ismayani Heriyanto Heriyanto Heriyanto Heriyanto Heriyanto Heriyanto Heriyanto Hernawati Ibrahim, Akbar Ida Ayu Putu Sri Widnyani Ihsan Aulia Rahman Ika Kurniawati Ika Kurniawati Ika Kurniawati Intan Permatasari Irwansyah Saputra Irwansyah Saputra Irwansyah Saputra Irwansyah Saputra Irwansyah Saputra Jody, Pradithia Juan Immanuel Jupriyanto . Muhammad Ilyas MUHAMMAD RIZKI FAHDIA Muhammad Rizki Fahdia Muhammad Rizki Fahdia Muhammad Rizki Fahdia Nanang Ruhyana Nanang Ruhyana nanang ruhyana Nanang Ruhyana Nanjaya, Ahmad Fadhil Nurajijah Nurajijah Oktavia, Devya Septi Ongki D.Simatupang Pangestu, Ridwan Panggabean, Gempar Galang Al Fallah Pradana, Andreas Eka Prasetyo, Dwi Bagus Putria Pebriana Sitanggang Rachimsah, Wildan RAHMAD SINGGIH AJI PAMBUDI Rasam Rasam Riyadi, Andri Agung Riza Fahlapi Rizki Fahdia, Muhammad Rusdiansyah, Irfandi Saputra, Aden Asywak Saputra, Irwansyah Satria, Fauzan Setiawan, Rizqi Siti Fauziah Siti Fauziah Sucahyo, Muhamad Yusuf Sulistyowati, Daning Nur Syahrur Rhamadan Tati Mardiana Tiska Pattiasina Tue Rebong, Hendrikus Vivi Rahayu Yusnia Budiarti Zhafran, Muhammad Faiz