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ANALISIS SENTIMEN KAMPUS MENGAJAR MENGGUNAKAN ALGORITMA NAÏVE BAYES DARI KOMENTAR PADA X
Kampus Mengajar adalah program MBKM telah dilaksanakan sejak 2021. Dalam
pelaksanaannya, terdapat berbagai opini publik. Salah satu media sosial yang digunakan
sebagai sumber data opini publik ialah media X. Penelitian ini bertujuan untuk…
pelaksanaannya, terdapat berbagai opini publik. Salah satu media sosial yang digunakan
sebagai sumber data opini publik ialah media X. Penelitian ini bertujuan untuk…
Classification of Hearing Loss Degrees with Naive Bayes Algorithm
According to the World Health Organization (WHO), hearing loss is one of the fourth highest causes of disability. The number
of people with hearing loss continues to increase yearly. This increase occurred due to delays in recognizing the hearing…
of people with hearing loss continues to increase yearly. This increase occurred due to delays in recognizing the hearing…
Sentiment Analysis of Public Acceptance of Covid-19 Vaccines Types in Indonesia using Naïve Bayes, Support Vector Machine, and Long ShortTerm Memory (LSTM)
The Covid-19 vaccination is a government program during the pandemic to create herd immunity so that people become more
productive in their activities. In Indonesia, the Covid-19 vaccination campaign employs a range of vaccines and has sparked
a…
productive in their activities. In Indonesia, the Covid-19 vaccination campaign employs a range of vaccines and has sparked
a…
ANALISIS PERBANDINGAN ALGORITMA KLASIFIKASI EMAIL SPAM MENGGUNAKAN LONG SHORT-TERM MEMORY, NAÏVE BAYES DAN SUPPORT VECTOR MACHINE
Kemajuan dalam bidang teknologi informasi dan komunikasi telah memberikan pengaruh besar terhadap berbagai bagian dari aspek yang ada di kehidupan, salah satunya email. Email atau electronic mail salah satu bentuk komunikasi digital yang paling…
Classification of Coffee Fruit Maturity Level based on Multispectral Image Using Naïve Bayes Method
The current research about the classification of coffee fruit ripeness based on multispectral images has been developed using the Convolutional Neural Network (CNN) method to extract patterns from highdimensional multispectral images. The high…
SENTIMENT ANALYSIS ON E-SPORTS FOR EDUCATION CURRICULUM USING NAIVE BAYES AND SUPPORT VECTOR MACHINE
The development of e-sports education is not just playing games, but about start making, development, marketing, research and other forms education aimed at training skills and providing
knowledge in fostering character. The opinions expressed by…
knowledge in fostering character. The opinions expressed by…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative study of standalone classifier and ensemble classifier
Ensemble learning is one of machine learning method that can solve
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Analysis sentiment about islamophobia when Christchurch attack on social media
Islamophobia is formed by "Islam" with "-phobia" which means "fear of
Islam". This shows the view of Islam as "other" and can threaten Western
culture. The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is…
Islam". This shows the view of Islam as "other" and can threaten Western
culture. The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hoax classification and sentiment analysis of Indonesian news using Naive Bayes optimization
Currently, the spread of hoax news has increased significantly, especially on social media networks. Hoax news is very dangerous and can provoke
readers. So, this requires special handling. This research proposed a hoax news detection system using…
readers. So, this requires special handling. This research proposed a hoax news detection system using…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A hybrid naïve Bayes based on similarity measure to optimize the mixed-data classification
In this paper, a hybrid method has been introduced to improve the
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…