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All Journal Jurnal Rekayasa Sipil (e-journal) Gudang Jurnal Multidisiplin Ilmu The Indonesian Journal of Computer Science
YENI SAFITRI
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Journal : The Indonesian Journal of Computer Science

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Analisis Sentimen Mengenai Childfree Menggunakan Metode Naïve Bayes: Analisis Sentimen Mengenai Childfree Menggunakan Metode Naïve Bayes Yeni Safitri; Rakhmat Kurniawan; Suhardi
The Indonesian Journal of Computer Science Vol. 13 No. 4 (2024): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i4.4136

Abstract

The emergence of the issue of childfree has become a trending topic on Twitter since the beginning of 2020 until now, which has given rise to many positive and negative opinions from various groups, especially on Twitter social media. This sentiment analysis research aims to determine the responses given regarding childfree in the form of positive, neutral or negative opinions by collecting Twitter data. The number of datasets used is 700 data, divided into 630 training data and 70 test data. This research uses the Naïve Bayes algorithm classification and confusion matrix as a performance evaluation of the system being built. The test results show an accuracy value of 64.29%, precision of 68.25%, recall of 64.29% and fi-score of 55.69%.
Co-Authors Ahmad Gufron Ahmad Nur Holik Ahmad Sudirman Bambang Suprapto Dinda Wati Eko Noerhayati Elok Pramuhita FARIDATUL JANNAH Fefriya Wanda Nuraini Halena Laili Fitria Khoiriyah Misbahul Hasan Muhammad Agung Bahrudin Muncarno Muncarno Muther Rosidi Nur Aisah Romadhoni Rakhmat Kurniawan R Sely Kurniasih Putri Siti Choiriyah Suhardi