Special need is a person who need assistance for their disabilities which include medical, physical, mental or psychological such as person with autism, down syndrome, dyslexia, Attention Deficit Hyperactivity Disorde...
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Indonesia is a country with a tropical climate so that fruit and vegetable plants can grow easily in *** have many good nutrients such as vitamins, proteins and others. But the fruit also has a period where the fruit ...
Indonesia is a country with a tropical climate so that fruit and vegetable plants can grow easily in *** have many good nutrients such as vitamins, proteins and others. But the fruit also has a period where the fruit is said to be fresh *** this time there are still many fruit supplier companies that send fruit unfit for consumption due to lack of accuracy in the process of sorting the fruit when the fruit is taken from the plantation and the entry of other fruit into an improper packaging. Thus, it makes detecting food spoilage from the production stage to consumption is very important. We propose a design of computer vision-based technique usingdeep learning with the Convolutional Neural Network (CNN) model to detect fruit freshness. The specially designed CNN model is then evaluated with public datasets of fruits fresh and rotten for classification derived from Kaggle.
Special needs children have a tendency to play more games than children with development in general. Game play activities are often carried out by children with special needs can be a support learning and therapy due ...
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In Vocational Education, learning by doing is very important to complement the concept of learning with technical introduction to maximize the results of the material received. However, in various subject areas, learn...
In Vocational Education, learning by doing is very important to complement the concept of learning with technical introduction to maximize the results of the material received. However, in various subject areas, learning is still carried out conventionally and students are unable to apply their knowledge practically even though they have theoretical understanding. This is closely related to the lack of motivation from students in the classroom because there is no interactive course content required for visualization of concepts in each subject area. Even during the COVID-19 pandemic, teaching and learning activities had to be carried out online at their respective homes. So that further limits the scope of student practice to maximize learning outcomes. As a result, it is not possible for students to understand more in-depth concepts of subject matter using conventional learning methods. Students' motivation to learn will increase if students are provided with practical tools so that they can be visually involved and engage with what they teach in class. The development of practical tools with Virtual Reality technology, which can visualize 3D models can be a solution to meet this goal. The main objective of this paper is to create and use Virtual Reality as an immersive learning medium and its contribution to student motivation to understand the definition of subject matter in various fields.
A poor data management has led zero stunting strategy in Indonesia moved nowhere. Some justifications on the demography and numbers of affected children remain a matter of plain assumptions without a clear supporting ...
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ISBN:
(数字)9781728170718
ISBN:
(纸本)9781728170725
A poor data management has led zero stunting strategy in Indonesia moved nowhere. Some justifications on the demography and numbers of affected children remain a matter of plain assumptions without a clear supporting data. We hence develop a database system which enables time series monitoring on the expected increment of children's physical growth. At this initial step, our database system will be implemented at Public Health Office (Dinas Kesehatan) of Serdang Bedagai, South Celebes. This is a modification from Connoly and Begg's principles. Our database was built through 3-steps design started with conceptual followed by logical and at final step was normalizations-enriched physical design. By implementing this proposed system, the assigned healthcare workers will be able record every bit of superficial growth increase. Information obtained in the study is of essence for the efficient and effective intervention formula to achieve national zero stunting goal.
Cervical cancer is one of the most leading causes of death for women worldwide. To reduce the mortality caused by cervical cancer, early screening techniques such as pap smear need to be carried out more extensively. ...
Cervical cancer is one of the most leading causes of death for women worldwide. To reduce the mortality caused by cervical cancer, early screening techniques such as pap smear need to be carried out more extensively. Forthat, the availability of an automatic screening system is essential. In this paper, we proposed a system that can collect the dataset needed to train an Artificial Intelligence (AI) system for the automatic pap smear screening system. The proposed system can be integrated seamlessly to the current pap smear result recording procedure; hence avoiding any possible complication.
This paper provides information about open source softwares that most often used as a tool to analyze data generated from the Liquid chromatography-mass spectrometer (LC-MS) instrument and including a little discussio...
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This study aims to compare Firebase Realtime Database and MySQL performance as Database Management System for our Toddlers Daily Nutritional Needs Mobile Application. The comparison is in terms of Database response ti...
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This study aims to compare Firebase Realtime Database and MySQL performance as Database Management System for our Toddlers Daily Nutritional Needs Mobile Application. The comparison is in terms of Database response time. Their performance is compared using a common CRUD operations. Each operations data is analyzed using Wilcoxon Signed-Rank test. Our comparison results confirm that Firebase Realtime Database is more suitable as our Daily Nutritional Needs Mobile Application Database Management System since it could perform better response time. The key features match our needs to provide Realtime Data and it is also help simplify the process of developing applications.
Linear regression model can be used to describe the relationship between dependent variable and independent variables. But, if there is a spatial effect in the data, it must use a spatial model. This is because the in...
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Linear regression model can be used to describe the relationship between dependent variable and independent variables. But, if there is a spatial effect in the data, it must use a spatial model. This is because the independent variables that influence dependent variable can be different at each location. Spatial autoregressive (SAR) model is a spatial method that can be used to describe the relationship between dependent variable and independent variables by considering spatial impact. Before SAR model is carried out, it must be tested for spatial effect using Moran’s I. This is used to ensure that there are spatial effect in the data. Because if there is no spatial effect, then can be use a global model, that is linear regression model using Ordinary Least Square (OLS). In this paper, OLS and SAR model was used on average expenditure data of Papua. Expenditures must be made by each region in Indonesia due to subsidies from the central government. Papua is a province that has the highest average expenditure compared to other provinces. Therefore, the average expenditure becomes important thing that needs to be considered by the government of Papua. This is because there must be equal distribution of expenditure at each district / city in Papua. The result of this research indicated that there is a spatial effect on the average expenditure data in Papua. Comparison result of OLS model and SAR model showed that SAR model is better than OLS model. Because MAPE, AIC and RMSE of SAR model are smaller than OLS.
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