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All Journal IJID (International Journal on Informatics for Development)
Ireicca Agustiorini Harsehanto
Teknik Informatika, Universitas Islam Negeri Sunan Kalijaga Yogyakarta
Computer Science & IT

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Analysis of Personality Characteristic Using the Naïve Bayess Classifier Algorithm (Case Study Official Twitter of Basuki Tjahaja Purnama's and Anies Baswedan) Ireicca Agustiorini Harsehanto; M. Didik R. Wahyudi
IJID (International Journal on Informatics for Development) Vol. 7 No. 2 (2018): IJID December
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (348.65 KB) | DOI: 10.14421/ijid.2018.07203

Abstract

This research uses data from social media Twitter based on the results of tweets from user_timeline @basuki_btp and @aniesbaswedan. This study uses 2100 tweet data. Data that has been collected is then pre-processed first and labeled manually. The next process is classification using the Naïve Bayes Classifier Algorithm using the Big Five Personality Theory. Based on the test results using 500 tweet data as training data and 1600 tweet data as testing data. The classification results obtained by using the Naïve Bayes Classifier Method and grouped in the "Big Five" personality groups: Openness, Conscientiousness, Extraversion, Agreeableness and Neuroticism on tweet data in Indonesian.
Co-Authors M. Didik R. Wahyudi