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All Journal Jurnal AKSI (Akuntansi dan Sistem Informasi) Jurnal Informatika Global Jurnal Mantik Jurnal Abdimas Mandiri Reswara: Jurnal Pengabdian Kepada Masyarakat
Muhammad Fadhiel Alie
Universitas Indo Global Mandiri
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Social Sciences

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Journal : Jurnal Mantik

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Sentiment Analysis On Twitter Using The Target-Dependent Approach And The Support Vector Machine (SVM) Method: Sentiment Analysis On Twitter Using The Target-Dependent Approach And The Support Vector Machine (SVM) Method Tansa Trisna Astono Putri; Mhd. Dominique Mendoza; Muhammad Fadhiel Alie
Jurnal Mantik Vol. 4 No. 1 (2020): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

Opinions or sentiments given by the public on Twitter social media have attracted attention for research. In this study, what will be done in connection with sentiment analysis on Twitter is to use a target-dependent approach. Where given a data twit or opinion relating to 3 major cities in Indonesia, namely Jakarta, Bandung and Medan, and will be classified as opinions that are positive, negative or neutral. Due to the social media used is Twitter, which can only write opinions in 140 characters, it is possible to find data on tweets or ambiguous opinions. Therefore, this study focuses on sentiment analysis with a target-dependent approach using the SVM method for classification. The target-dependent approach itself consists of 2 stages, namely determining matters relating to the topic of discussion and collecting data on tweets related to the topic. Broadly speaking, this research was carried out in 4 stages, namely preprocessing, classification with a target-dependent approach and SVM method and finally the determination of opinion classification)
Co-Authors Abdul Aziz Zulfikar Andini Utari Putri Anggraini, Leriza Desitama Dana Indra Sensuse Endah Dewi Purnamasari Faradillah Faradillah Faradillah Faradillah Imelda Saluza, Imelda Lastri Widya Astuti Mhd. Dominique Mendoza Putri, Tansa Trisna Astono Silvia Mariana