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Comparative Analysis of Classification Methods in Sentiment Analysis: The Impact of Feature Selection and Ensemble Techniques Optimization
Optimizing classification methods (forward selection, backward elimination, and optimized selection) and ensemble techniques (AdaBoost and Bagging) are essential for accurate sentiment analysis, particularly in political contexts on social media. Thi...
The Quran considered the holy book for Muslims, contains scientific and historical facts affirming Islam's truth, beauty, and influence on human life. Consequently, the Quran text and its translations are valuable sources for text mining research, pa...
Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation t...
Deep Learning for Histopathological Image Analysis: A Convolutional Neural Network Approach to Colon Cancer Classification
Colon cancer is a type of cancer that attacks the last part of the human digestive tract. Factors such as an unhealthy diet, low fiber consumption, and high animal protein and fat intake can increase the risk of developing this disease. Diagnosis of...
Bank syariah membutuhkan sumber daya insani yang berkualitas, memahami secara keilmuan tentang konsep bank syariah. Alumni jurusan perbankan syariah mempunyai peluang besar untuk bekerja di bank syariah. Pandangan alumni tentang nilai sosial dan ling...
This paper examines the relationship between the intensity of social media use and academic procrastination in students of MTsN 2 Bukittinggi. Using a correlative quantitative method, this study found that students' intensity of social media use has...
Wrong relationships influence sexual behavior, especially among teenagers. Casual sex is a relationship between a man and a woman that does not involve marriage. To prevent this from happening, the role of parents is very important. However, in reali...
With the advent and rapid advancement of text mining technology, a computer-based approach used to capture sentiment standpoints from data in textual form is increasingly becoming a promising field. Detailed information about sentiment can be provide...
Rice plays a vital role as the main food source for almost half of the global population, contributing more than 21% of the total calories humans need. Production predictions are important for determining import-export policies. This research propose...
Diabetes mellitus (DM) is a widespread health problem and continues to increase every year. Management of DM involves implementing a healthy lifestyle, increasing physical activity, and pharmacological therapy. The aim of this research was to determi...
Berdasarkan laporan WHO dalam Antimicrobial resitance : Global report on Surveillance menunjukan bahwa Asia Tenggara memiliki angka tertinggi dalam kasus resistensi antibiotik di dunia, khususnya infeksi yang disebabkan oleh Staphylococcus aureus yan...
Fish nuggets are a food that is quite popular with people because they contain high nutrition. Addition of black ear mushrooms to gray tuna nuggets to increase nutritional value and crude fiber content and acceptability. This study aims to determine...
The improvement of food resilience in Indonesia, especially in the context of Micro, Small, and Medium Enterprises (UMKM) household industries, is a primary focus to achieve optimal food resilience. This write-up is a literature review related to the...
The chemical characteristics and sensory attributes of Robusta coffee are influenced by the environment of the coffee plant grows, one of the influencing factors is the altitude plantation locations. The aim of the research was to determine the effec...
Coffe is one the plantation commodities that has high economic value and plays an important role as a source of foreign exchange for the country. The purpose of this study was to examine the quality test, tp determine whether there was a difference a...
Learning in making food and drink garnishes has been integrated into the vocational school curriculum, but there is a problem faced by students when the learning process for making garnishes in class X takes place online due to the Covid-19 pandemic....
Early The fashion industry in Indonesia is one of the contributors to fabric waste which is difficult to handle, requires special handling so that fabric waste can decompose or become a multi-purpose product. The Zero Waste pattern is a technique in...
Socialization activities regarding anti-plagiarism and wisely usage of social media for new students are activities that are integrated in the Introduction to Campus Life for New Students (PKKMB) program in 2023. The aim of this socialization activit...
AKS Ibu Kartini is a Vocational College where 80% of student activities are in work laboratories which are at risk of work accidents, so it is necessary to conduct outreach on the introduction of Occupational Safety, Health and the Environment (K3L)....
Several studies have investigated the effects of using Google Translate and U-Dictionary on translation products for English as a foreign language (EFL) student. However, students' preferences regarding these two machines’ translation for translating...