Vol 6 No 4 (2022)

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Title

Vol 6 No 4 (2022)

Collection Items

Chatbot-based Information Service using RASA Open-Source Framework<br /><br />
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…

Bidirectional Long Short-Term Memory and Word Embedding Feature for <br /><br />
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…

Detecting Diseases on Clove Leaves Using GLCM and Clustering <br /><br />
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…

Analysis of Public Sentiment Towards Goverment Efforts to Break the <br /><br />
Chain of Covid-19 Transmission in Indonesia Using CNN and <br /><br />
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…

System Dynamic Modeling: A Case Study of a Hotel Food Supply Chain
Supply chain management (SCM) has become an integral and indispensable part of the tourism and hospitality industry.
However, a closer examination reveals that many firms are battling inventory bottleneck as the covid pandemic spike in…

Forecasting Pneumonia Toddler Mortality Using Comparative Model <br /><br />
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…

Support Vector Regression Method for Predicting Off-Grid Photovoltaic <br /><br />
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…

Applying Different Resampling Strategies In Random Forest Algorithm To <br /><br />
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…

Time Series Temperature Forecasting by using ConvLSTM Approach, <br /><br />
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…

Strategy to Improve Employee Security Awareness at Information <br /><br />
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…
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