Support Vector Machine has disadvantages in determining the optimal parameter and suitable features, this has an effect on the value of accuracy produced. Therefore, optimization is needed to select the features to be used. This study optimizes the Support Vector Machine algorithm with features selection using Particle Swarm Optimization. The data used is work lay time Computer Science Faculty …
Sentiment analysis is used to determine someone's opinion on a topic, then classify the comments into positive or negative sentiments. Support Vector Machine (SVM) is one of thealgorithms supervised learning that predicts classes based on models or patterns from the results of theprocess training. Themethod Support Vector Machine (SVM) in general still has shortcomings when applied toshort text…
Text Summarization is a tool used to generate a short form of text that contains important information that is needed by the user automatically. In this study, Text Summarization was conducted on Indonesian news using K-Means method. The news is taken from CNN Indonesia with a free topic. K-Means is used to classify sentences that already have weight in the news with 2 clusters, namely text sum…
A foreign tourist is someone who comes to a place that is not their country only temporarily or not permanently. Estimates of the number of tourists who come are not fixed or always changing. Therefore, a method is needed to estimate the number of tourists. The method that is often used in forecasting is the Fuzzy Time Series. Forecasting uses techniques to estimate a value in the future by pay…
With the development of an increasingly global era like today, information is the most important thing for companies or agencies. One of the ways to maintain the company's survival is to maintain a good relationship between the company and its customers by providing fast and precise information, which can be the spearhead of the company. Raja Bekas Palembang needs to have a medium for deliverin…
Plants are living things that need water for the development of their life. Chili plants require adequate irrigation, if the water given is high in the root area, as a result it stimulates the growth of fungal and bacterial diseases to death. If there is a lack of water, chili plants can be thin and stunted wither and die. To overcome this, automatic watering can be a solution to optimize the n…
Heart rate is a very vital part of the human body, if the heart rate exceeds the maximum limit it will be very dangerous for the body. So we need a heart rate recorder that can store data from the recorded heart rate to make it easier to control health. This study aims to test the heart rate recording system with a comparison of a factory-made device, namely an oximeter. This research starts fr…