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All Journal PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic JREC (Journal of Electrical and Electronics) Jurnal Algoritma Jurnal Informatika Journal of Information System Wikrama Parahita : Jurnal Pengabdian Masyarakat Information System for Educators and Professionals : Journal of Information System Faktor Exacta Technomedia Journal Petir JSI (Jurnal sistem Informasi) Universitas Suryadarma JOURNAL INFORMATICS, SCIENCE & TECHNOLOGY JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Pengabdian Al-Ikhlas Jurnal Manajemen Informatika Jayakarta Journal of Students‘ Research in Computer Science (JSRCS) Bulletin of Information Technology (BIT) Jurnal Algoritma INFORMATION SYSTEM FOR EDUCATORS AND PROFESSIONALS : Journal of Information System Innovative: Journal Of Social Science Research Jurnal Dharmabakti Nagri International Journal of Information Technology and Computer Science Applications (IJITCSA) Indo Green Journal Journal of Computer Science Contributions (Jucosco) Jurnal Rekayasa Informasi Journal of Informatics and Information Security Indo Green Journal Jurnal Riset Informatika dan Teknologi Informasi (JRITI)
Dwipa Handayani
Informatics, Faculty Of Computer Science, Bhayangkara Jakarta Raya University
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Public Health Social Sciences Other

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Journal : Bulletin of Information Technology (BIT)

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A Implementation of Text Mining In Sentiment Analysis of Shopee Indonesia Using SVM Kusdarnowo Hantoro; Dwipa Handayani; Siti Setiawati
Bulletin of Information Technology (BIT) Vol 3 No 2: Juni 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v3i2.282

Abstract

Many online shopping users convey an assessment of a product through status comments. Comments indicate a non-standard form of expression. Nowadays, user comments are increasing rapidly, which makes data management difficult. Today's society has so many choices; most of them are used for preference as a final recommendation. The top item shows the preferences of the available items, recommended based on future predictability. The predictive rating of some items is used by the user to recommend the item to other users. Sentiment analysis can recommend items of choice for online shopping in various fields of application, especially in e-commerce. Sentiment analysis is used to identify opinions, ideas, or thoughts from online media. Shopee is one of the largest online business platforms. Classification Sentiment analysis towards Shopee based on the Support Vector Machine (SVM) was used in this study on the Shopee application using 990 training data and 110 test data. From the test data, 28 data entered the negative class and the remaining 82 data entered the positive class and resulted in an accuracy rate of 80.90%, meaning that from 110 assessments there were 89 assessments classified exactly in the sentiment class.
Co-Authors Abrar Hiswara Achmad Noeman Achmad Noeman Achmad Noeman Adi Muhajirin Agus Hidayat Akbar Rafni Rafsan Jani Andy Achmad Hendharsetiawan Ardhiyanto, Ozzi Asep Ramdhani Mahbub Asghor, Ali Asrika, Sukwati Dewi Ayu Diah Rositawati Bayu Pratama Caroline Julyana Magdalena S. Chan, Muhammad Nauval Damara, Rian Dani Yusuf Dani Yusuf Dani Yusuf Deo Pratama Putra Dian Hartanti Dimas Permadi Dwi Budi Srisulistiowati Dwidayanto, Ardiansyah Dwijayanthi Nirmala, Indah Fadhillah, Muhammad Fahmi Fadilah, Fikki Arsyi Nur Fadillah P, Yoga Fathurrazi, Ahmad Fathurrozi, Ahmad Febian, Guruh Putra Fitriyani, Linda Fransisco Leo Sinema Gea Fried Sinlae Ginting, Andre Saputra Ginting, Brian Permana Haikkal, Mochammad Hanif, Farhan Abiyyu Hantoro, Kusdarnowo Hariyanto Hasri, Sutan Keysar Gifari Hendarman Hendarman Hendarman, Hendarman Hendarman Lubis Hendharsetiawan, Andy Achmad Herdiansyah, Dafa ISNAWATI Isyadi, Muhammad Zhidan Jani, Akbar Rafni Rafsan Kapriadi, Engkap Karyaningsih, Dentik Kristian Vieri, Jhon Kurnia, Ferdi Kurniawan, Kelvin Kusnadi, Aldiansyah Kustanto , Prio Kusumah, Muhammad Assegaf Raja Larasati, Gabriella Putri Lestari, Tyastuti Sri Lubis, Hendarman Mahbub, Asep Ramdhani Maulana, Muhammad Ismam Mayadi Mhammadin, Habib Mugiarso Mugiarso, Mugiarso Muhammad Yasir Muhammad Yasir Muhammad Yazid Mukhlis Nafianto, Dwi Noe'man, Achmad Noeman, Achmad Noe’man,, Achmad No’eman, Achmad Nur Afifah Nurfirdaus, Muh. Iqbal Rizky Pamungkas, Arya Panca Priatna , Wowon Prio Pamungkas, R Wisnu Pujiono, Krisna Dimas Rabbani, Nizar Bagoes Rafi, Athala Rahelliana Tinambunan Rahma Vadilla Raihan, Abdul Muhammad Rasim, Rasim Ratna Salkiawati Rawinto, Irsyad Retno Wulandari Retno Wulandari Robertus Suraji RR. Ella Evrita Hestiandari Santi Noviyanti Saputra, Virga Hendra Siti Setiawati Sri Lestari, Tyastuti Sri Marini Tb Ai Munandar Tb Ai Munandar Tb Ai Munandar, Tb Ai Triawati, Hervira Tyastuti Sri Lestari Verdi Ganda Manalu WAHYUDI, DIKI Wicaksono, Ahmad Bayu Widyanto, Abdillah Prayoga Wiwiet Yuliana Putri Yogaswara, Nadhif Zahir, Muhammad Rafli Alta Zebua, Yedija Salomo