Sentiment Analysis of Technology Utilization by Pekanbaru City Government Based on Community Interaction in Social Media

التفاصيل البيبلوغرافية
العنوان: Sentiment Analysis of Technology Utilization by Pekanbaru City Government Based on Community Interaction in Social Media
المؤلفون: null Bunga Nanti Pikir, null M. Khairul Anam, null Hadi Asnal, null Rahmaddeni, null Triyani Arita Fitri, null Hamdani
المصدر: JAIA - Journal of Artificial Intelligence and Applications. 2:32-40
بيانات النشر: STMIK Amik Riau, 2021.
سنة النشر: 2021
الوصف: Government services for the public are currently utilizing technology, especially in the city of Pekanbaru. The government has currently centralized all services for the public, both online and offline, in public service malls. The type of service that uses technology, especially for online services, has received criticism in online media such as Twitter. To see the public's response to Pekanbaru city government services, especially in terms of technology, this study will use sentiment analysis to see positive, negative, and neutral comments. The method used is to see the accuracy generated using the Naïve Bayes Classifier (NBC) method. Bayes classifier is a statistical classifier, where the classifier can predict the probability of class membership of a data tuple that will fall into a certain class, according to the probability calculation. Accuracy results are obtained by dividing training data and testing data with a comparison of 70%:30% with an accuracy value of 55.56%, Precision 64%, recall 80%, f-score 71.2%.
تدمد: 2746-7821
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::4be0da82aebf10b73eb9f26edca02902
https://doi.org/10.33372/jaia.v2i1.795
حقوق: OPEN
رقم الأكسشن: edsair.doi...........4be0da82aebf10b73eb9f26edca02902
قاعدة البيانات: OpenAIRE