Browse Items (17 total)
- Collection: Vol 6 No 4 (2022)
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Mask Detection Using Convolutional Neural Network Algorithm
The World Health Organizations and the Ministry of Health of the Republic of Indonesia have required the use of masks to
suppress the spread of COVID-19. WHO provides guidance on how to use a good mask to cover the mouth and nose. This
study aims…
suppress the spread of COVID-19. WHO provides guidance on how to use a good mask to cover the mouth and nose. This
study aims…
Depression Detection on Twitter Social Media Using Decision Tree
Depression is a major mood illness that causes patients to experience significant symptoms that interfere with their daily
activities. As technology has developed, people now frequently express themselves through social media, especially Twitter.…
activities. As technology has developed, people now frequently express themselves through social media, especially Twitter.…
Implementation of BERT, IndoBERT, and CNN-LSTM in Classifying
Public Opinion about COVID-19 Vaccine in Indonesia
COVID-19 was classified as a pandemic in March 2020, and then in July 2021, this virus had its variance that spreads all over
the world including Indonesia. The probability of the detrimental of its effect cannot be avoided, because this virus has…
the world including Indonesia. The probability of the detrimental of its effect cannot be avoided, because this virus has…
Aspect Based Sentiment Analysis with FastText Feature Expansion and
Support Vector Machine Method on Twitter
Social media such as Twitter has now become very close to society. Twitter users can express current issues, their opinions,
product reviews, and many other things both positive and negative. Twitter is also used by companies to monitor the…
product reviews, and many other things both positive and negative. Twitter is also used by companies to monitor the…
Application of Naïve Bayes Algorithm Variations
On Indonesian General Analysis Dataset for Sentiment Analysis
Indonesian General Analysis Dataset is a dataset sourced from social media twitter by using keywords in the form of
conjunctions to get a dataset that does not only focus on a particular topic. The use of Indonesian language datasets with
general…
conjunctions to get a dataset that does not only focus on a particular topic. The use of Indonesian language datasets with
general…
K Nearest Neighbor Imputation Performance on Missing Value Data
Graduate User Satisfaction
A missing value is a common problem of most data processing in scientific research, which results in a lack of accuracy of
research results. Several methods have been applied as a missing value solution, such as deleting all data that have a…
research results. Several methods have been applied as a missing value solution, such as deleting all data that have a…
Strategy to Improve Employee Security Awareness at Information
Technology Directorate Bank XYZ
Bank handles private information like customer financial transactions and personal data. There was a 63% increase in
cyberattacks attempted against Bank XYZ in 2021, and 1,323 attempted attacks on corporate email Bank XYZ. Therefore,
implementing…
cyberattacks attempted against Bank XYZ in 2021, and 1,323 attempted attacks on corporate email Bank XYZ. Therefore,
implementing…
Time Series Temperature Forecasting by using ConvLSTM Approach,
Case Study in Jakarta
Climate change has occurred in several countries, especially in tropical countries such as Indonesia. It causes extreme
temperature changes in several Indonesian areas, especially Jakarta, one of the world's most populated cities. The population…
temperature changes in several Indonesian areas, especially Jakarta, one of the world's most populated cities. The population…
Applying Different Resampling Strategies In Random Forest Algorithm To
Predict Lumpy Skin Disease
The spread of Lumpy Skin Disease (LSD) that infects livestock is increasingly widespread in various parts of the world. Early
detection of the disease’s spread is necessary so that the economic losses caused by LSD are not higher. The use of machine…
detection of the disease’s spread is necessary so that the economic losses caused by LSD are not higher. The use of machine…