Browse Items (17 total)
- Collection: Vol 6 No 4 (2022)
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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…
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…
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…
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…
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…
Chatbot-based Information Service using RASA Open-Source Framework
in Prambanan Temple Tourism Object
The pandemic has caused a shift in the tourism industry's drive towards comprehensive digitization. This approach is used to
prevent the spread of the Covid-19 virus. The impact of Pemberlakuan Pembatasan Kegiatan Masyarakat (PPKM) limiting the…
prevent the spread of the Covid-19 virus. The impact of Pemberlakuan Pembatasan Kegiatan Masyarakat (PPKM) limiting the…
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…
Forecasting Pneumonia Toddler Mortality Using Comparative Model
ARIMA and Multilayer Perceptron
Pneumonia is an inflammatory lung disease that causes the second largest number of deaths in Indonesia after Dengue
Hemorrhagic Fever (DHF). In 2021, there was an increase in cases of 7.8% compared to the previous year, and was
exacerbated by the…
Hemorrhagic Fever (DHF). In 2021, there was an increase in cases of 7.8% compared to the previous year, and was
exacerbated by the…
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…