Uji Klasifikasi Algoritma Naive Bayes Classification dalam Analisis Sentimen Ulasan Puncak B29 Lumajang

Hizham, Fadhel Akhmad and Kartika Murni, Cahyasari and Qori’atunnadyah, Marita (2024) Uji Klasifikasi Algoritma Naive Bayes Classification dalam Analisis Sentimen Ulasan Puncak B29 Lumajang. Jurnal Ilmiah Komputer, 20 (1). pp. 361-370. ISSN 2685-0877

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Abstract

B29 Peak is a tourist attraction which is located in Argosari Village, Senduro District, Lumajang Regency, which is the highest peak in the Bromo sand sea area with a height of 2,900 meters above sea level. Based on Google Maps, B29 Peak has the best review score for tourist attraction in Lumajang Regency, with an average score of 4.7 stars and reviewed by 3,368 users until October 25 , 2023. Sentiment amnalysis was carried out to group the very large number of user reviews as an evaluation in order to correct deficiencies and improve the quality of the tourist attraction. Grouping sentiment analysis is using the Naïve Bayes Classification. The result of classification obtained the average score of accuracy is 91.06%, precision 96.57%, recall 94.07% and F1-score 95.31%. While the best result is on the 150 data testing, with the accuracy of 92.67%, precision 97.20%, recall 95.21% and F1-score 96.19%. Keyword: Sentimen Analisis; B29 Peak; Naïve Bayes Classification th

Item Type:	Article
Subjects:	T Technology > T Technology (General)
Depositing User:	Mr rouf abdur
Date Deposited:	15 Mar 2024 01:42
Last Modified:	15 Mar 2024 01:42
URI:	http://repository.itbwigalumajang.ac.id/id/eprint/2183

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