Browse Items (17 total)
- Collection: Vol 6 No 4 (2022)
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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…
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…
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…
Analysis of Public Sentiment Towards Goverment Efforts to Break the
Chain of Covid-19 Transmission in Indonesia Using CNN and
Bidirectional LSTM
COVID-19 is a new disease that has a negatively impacts in Indonesia, so the government is taking several measures to
suppress the spread of COVID-19, such as new normal, social distancing, health protocols fines, and COVID-19 vaccination.
The…
suppress the spread of COVID-19, such as new normal, social distancing, health protocols fines, and COVID-19 vaccination.
The…
Bidirectional Long Short-Term Memory and Word Embedding Feature for
Improvement Classification of Cancer Clinical Trial Document
In recent years, the application of deep learning methods has become increasingly popular, especially for big data, because
big data has a very large data size and needs to be predicted accurately. One of the big data is the document text data of…
big data has a very large data size and needs to be predicted accurately. One of the big data is the document text data of…
Support Vector Regression Method for Predicting Off-Grid Photovoltaic
Output Power in the Short Term
Photovoltaic (PV) technology is a renewable technology utilizing conversion of solar power or solar radiation into electrical
energy. In the manufacture of Solar Power Generation systems, reference is needed regarding the cost of generation and…
energy. In the manufacture of Solar Power Generation systems, reference is needed regarding the cost of generation and…
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.…
Detecting Diseases on Clove Leaves Using GLCM and Clustering
K-Means
The detection of disease in clove plant leaves is generally carried out by diagnosing the symptoms that appear on clove plants.
This diagnosis is conducted by clove farmers only by relying on their experience or even having to seek information from…
This diagnosis is conducted by clove farmers only by relying on their experience or even having to seek information from…
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…