Articles | Sciaria - Science Aria

Sentiment Analysist of the TPKS Law on Twitter Using InSet Lexicon with Multinomial Naïve Bayes and Support Vector Machine Based on Soft Voting

Informatics

Abstract. The Indonesian Sexual Violence Law (TPKS Law) is a law that regulates forms of sexual violence. The TPKS Law reaped pros and...

Review:

This paper presents a sentiment analysis of the Indonesian Sexual Violence Law (TPKS Law) using Twitter data, a highly relevant and socially impactful...

View Full Research

Resta Adityatama, Anggyi Trisnawan Putra

Image classification of Human Face Shapes Using Convolutional Neural Network Xception Architecture with Transfer Learning

Informatics

Abstract. The development of information technology in facial recognition is influenced by a faster and more accurate authentication s...

Review:

The manuscript, "Image classification of Human Face Shapes Using Convolutional Neural Network Xception Architecture with Transfer Learning," addresses...

View Full Research

Dany Pradana, Endang Sugiharti

Implementation Data Mining with Naive Bayes Classifier Method and Laplace Smoothing to Predict Students Learning Results

Education

Abstract. The application of information technology in the field of education produces big data. It retains information that can be tr...

Review:

This paper addresses a highly relevant topic within educational data mining: the application of predictive analytics to student learning outcomes. The...

View Full Research

Fathan Arsyadani, Aji Purwinarko

Implementation of Synthetic Minority Oversampling Technique and Two-phase Mutation Grey Wolf Optimization on Early Diagnosis of Diabetes using K-Nearest Neighbors

Biomedical

Abstract. Diabetes is a disease attacking the endocrine system characterized by high blood sugar levels. International Diabetes Federa...

Review:

The paper addresses the critically important and timely issue of early diabetes diagnosis, a disease with rapidly increasing global prevalence. Given...

View Full Research

Lisa Ariyanti, Alamsyah Alamsyah

C4.5 Algorithm Optimization and Support Vector Machine by Applying Particle Swarm Optimization for Chronic Kidney Disease Diagnosis

Biomedical

Abstract. Kidneys are one of the organs of the body that have a very important function in life. The main function of the kidneys is to exc...

Review:

This paper addresses the significant clinical challenge of chronic kidney disease (CKD) diagnosis using data mining techniques, a highly relevant and...

View Full Research

David Leandro Wibisono, Zaenal Abidin

Prediction of Student Graduation Predicts using Hybrid 2D Convolutional Neural Network and Synthetic Minority Over-Sampling Technique

Education

Abstract. With the rapid growth of technology, educational institutions are constantly looking for ways to improve their services and...

Review:

This paper presents a timely contribution to the field of educational data mining by addressing the crucial challenge of predicting student graduation...

View Full Research

Rika Jane Ardiadna, Abas Setiawan

Adaptive Difficulty in Earthquake Mitigation Game Using Fuzzy Mamdani

Education

Abstract. Earthquake disasters cause a lot of casualties. Therefore, needs to be education on earthquake disaster mitigation to minimi...

Review:

This paper presents a timely and highly relevant solution to a critical societal need: enhancing earthquake disaster mitigation education. The authors...

View Full Research

Lathifah Siti Nur Azizah, Anisa Amalia, Puguh Wahyu Prasetyo

Peningkatan Kemampuan Kolaborasi dan Komunikasi Matematis Peserta Didik Kelas X SMA Melalui Penerapan Model Cooperative Learning Tipe TGT Terintegrasi CASEL

Pedagogy

Abstrak  Penelitian ini dilatarbelakangi oleh rendahnya kemampuan kolaborasi dan komunikasi matematis peserta didik kelas X-A SMA Muhammadiyah 1...

Review:

The paper "Peningkatan Kemampuan Kolaborasi dan Komunikasi Matematis Peserta Didik Kelas X SMA Melalui Penerapan Model Cooperative Learning Tipe TGT T...

View Full Research

Intan Karunia Septiani Septiani, Wika Dianita Utami, Nurissaidah Ulinnuha, Dino Ramadhan

Classification of Wood Types Based on Wood Fiber Texture Using GLCM - ANN

Informatics

In Indonesia, various types of wood grow and develop with various characteristics and benefits. Each type of wood has differences in texture and fiber...

Review:

This paper addresses the pertinent challenge of classifying different wood types based on their fiber texture, a task crucial for various applications...

Review:

This paper introduces and investigates a novel graph invariant called the modular total vertex irregularity strength, denoted as *mts(G)*. The authors...