MOBA GAME REVIEW SENTIMENT ANALYSIS USING SUPPORT VECTOR MACHINE ALGORITHM
نویسندگان
چکیده
MOBA as one of the many popular subgenres today, Mobile Legend, Arena Valor, League Legend and Lokapala based on large number downloads can be mentioned games, but rating these four applications is below 4.0 Google Play platform Store, this happens because some users may think that mobile game has several advantages, also disadvantages affect ratings. This study aims to determine results sentiment analysis games using Store reviews. Then it processed Python programming create a model with linear kernel Support Vector Machine (SVM) algorithm classify dataset. From classification test 19,579 data, where there were 10,017 positive data 9,562 negative distribution train was 70%: 30%, obtained an accuracy 82.64% then re-evaluated Cross Validation method 5 times so 83.38% obtained Keywords: MOBA, Sentiment Analysis, Learning, SVM,
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ژورنال
عنوان ژورنال: JIKO (Jurnal Informatika dan Komputer)
سال: 2023
ISSN: ['2656-1948', '2614-8897']
DOI: https://doi.org/10.33387/jiko.v6i2.6388