Children under the age of five are the most vulnerable demographic in terms of nutrition and health within a community. The health of toddlers is widely assessed based on their nutritional status, determined through a comparison of weight and length/height measurements using Child Anthropometry standards. This study aims to predict the nutritional status of toddlers in cities and districts acro…
Merdeka Belajar Kampus Merdeka (MBKM) is a national university program aimed at developing student competencies, consisting of various types of programs such as internships/work placements, independent studies/projects, campus teaching, student exchanges, research, entrepreneurial activities, humanitarian projects, and village development. MBKM serves as an important platform for students to de…
ABSTRACT Indonesia is one of the top most biodiverse countries, providing an advantage for the development of superior seedlings to maximize the production of raw materials for industry, including the pulp and paper business. The most widely used trees in Indonesia to manufacture pulp and paper is from the Acacia genus, which comprised of many species including Acacia auriculiformis, which is …
Banking is an institution that plays a role in increasing economic development and also increasing equitable development. People who are service users will be more selective in choosing banks so that many banks strive to be superior and more satisfying than other banks. Customer satisfaction can be seen from the role of Customer Service and Digital Customer Service. Customer Service (CS) is all…
Online shopping transactions in Indonesia has grown over the last ten years by 17% and the total number of e-commerce businesses has reached 26.2 million units. The growth of e-commerce creates competition so that it requires companies to maintain their existence by understanding consumer psychology, namely perceptions, motivations, and attitudes that drive buying decisions. This study aims…
The forest area in Indonesia is decreasing, caused by forest fires either intentionally through land clearing or unintentionally due to climate change. Hotspots are an indicator used in detecting fires on land. The purpose of this study is to predict the number of hotspots in Indonesia in the future using intervention analysis. The intervention method is used to examine data that has increased …
Indonesia is one of the countries that is still struggling to overcome problems related to poverty. Based on official statistical news, in March 2020 the percentage of the poor population was recorded at 9.78%, which has increased periodically until September 2020 at 10.19% and in March 2021 at 10.14%, which is around 27.54 million. Although at the end of March 2022 the percentage of poor peopl…
Tuberculosis (TB) is a chronic infectious disease caused byMycobacterium tuberculosis. Tuberculosis is the highest cause of death in the world and is experienced by many people. This research discusses the application of the CHAID method and the C4.5 algorithm to classify someone diagnosed as positive for TB. The data used was obtained from patients diagnosed with TB at Arifin Achmad Regional H…
ABSTRACT Poverty is a condition of a person's inability to meet the standard of basic necessities of life. Poverty is one of the indicators of people's welfare that determines the condition of welfare and the success of development in a country. The study aims to classify poor households in Pekanbaru City in 2020 with a total of 797 households. The classification algorithms used are random for…
ABSTRACT Climate change is a natural phenomenon caused by global warming. The Study on The Indicators of The Sustainable Development Goals (SDGs) on goal 13 has discussed climate change prevention by taking immediate action to combat climate change and its impacts. The impact of climate change is that it can cause natural disasters such as floods, thus counter measures are needed to overcome i…
ABSTRACT Forecasting using the exponential smoothing method is a time series data forecasting. In this study the data used for analysis is inflation data. Based on the pattern of time series data, the data obtained then analyzed with single exponential method and triple exponential method consisting of Holt-Winters multiplicative and Holt-Winters additive. Measeurement of forecasting accuracy …
ABSTRACT The stock price is an indicator of the success of a company. The higher and more stable the stock price, the better the company's value in the market. Shares are proof of ownership of capital invested by investors. The purpose of this study is to predict the stock price of PT Bank Central Asia Tbk using the decomposition method. The decomposition method is a time series data forecasti…
ABSTRACT Internet users in Indonesia have reached 210 million people in December 2022. One of the activities of internet users is shopping through Shopee e-commerce which provides ShopeePay and Shopee PayLater payment features. In improving these features, it is important for Shopee to know user reviews as an evaluation to improve the quality that can be seen on the Google Play Store. This stu…
ABSTRACT Corporate bankruptcy is characterized by financial difficulties. Therefore researchers want to classify with the aim of predicting the bankruptcy status of Limited Liability Companies on the Indonesia Stock Exchange in 2021 using the XGBoost method. The variables used are the financial ratios Net Working Capital to Total Assets (WCTA), Retained Earnings to Total Assets (RETA), Earning…
ABSTRACT The number of women who die from any cause of death related to pregnancy disorders or their management (excluding accidents, suicides or incidental cases) during pregnancy, childbirth and in the postpartum period (42 days after delivery) without taking into account the length of pregnancy per 100,000 live births is the definition mother's death. The number of maternal deaths in 2021 i…
ABSTRACT Riau University is one of the universities in Riau Province. Riau University has several faculties, one of which is FMIPA which has been around for a long time so it is necessary to measure performance to find out how far the activities have been carried out and the goals that have been set are achieved. The parameters used in performance measurement are referred to as Efficiency.…
ABSTRACT The Poverty Gap Index (PGI) is the average expenditure gap of each poor population towards the poverty line. This study aims to model PGI data using binary logistic regression with a classical approach using the Maximum Likelihood Estimation (MLE) method and a Bayesian approach using the Markov Chain Monte Carlo (MCMC) method. MCMC is a popular method for obtaining information about t…
ABSTRACT Imbalanced data is one of the problems in classification analysis which can impact the decreasing of the classification performance. The imbalanced data give the bad impact to classification performance, because mostly ignore the minority class. This final project discusses the application of SMOTE and Ensemble Learning (Bagging and Boosting) for handle imbalanced data in classificati…
ABSTRACT Class imbalance is a common problem in classification analysis, where one class of data is more abundant than the other. This study compares the performance of unbalanced data class handling techniques to overcome classification problems in three data types: simulation results from data, Germany credit card data, and housing and environmental health indicator data. The methods used to…
ABSTRACT Unequal economic development is one of the causes of economic inequality. This study applies the K-prototypes method to classify districts/cities in Indonesia based on economic development indicators to assist the government in making policies. This study shows that the grouping of districts/cities in Indonesia as many as 5 clusters is the optimal cluster with the greatest silhouette …