CogITo Smart Journal

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Informatics

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Online journal dari Fakultas Ilmu Komputer, Universitas Klabat

Articles in this Journal

Forecasting Medium Rice’s Retail Price with Machine Learning in Gorontalo Province

The stability of rice prices is essential for food security in Indonesia, particularly in Gorontalo Province where volatility has increased in recent years. This study develops a machine learning-based forecasting framework using Decision Tree, Rando...

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Neural Dynamic Network for Brain Tumor Classification: An Attention-Based Feature Selection Approach

Magnetic Resonance Imaging (MRI) plays a vital role in the early detection of brain tumors. However, standard Convolutional Neural Network (CNN) models often struggle to extract truly relevant features from complex MRI structures. This limitation cre...

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Text Similarity Analysis for Evaluating Alignment Between Lesson Plans and Teaching Reports

RPS (Rencana Pembelajaran Semester, or called Lesson Plans) is a class activity planning document in the higher education learning process that includes learning outcomes, methods, learning strategy, and evaluation criteria. It is created by the lect...

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Examining Lecturers’ Learning Management System Usage Using TAM: Eastern Indonesia Case Study

The implementation of Learning Management Systems (LMS) in higher education institutions continues to increase in line with the growing demand for flexible digital learning, with the assumption that LMS is an easy-to-use platform that will be natural...

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Comparative Analysis Of Convolutional Neural Network Models For Digital Image-Based Melanoma Classification

Melanoma is one of the most malignant forms of skin cancer, with an incidence rate of 7.9% in Indonesia. Traditional biopsy-based diagnosis, though crucial, is invasive and time-consuming, creating barriers for early detection. To address this issue,...

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Predictive Maintenance of Heavy Equipment Machines using Neural Network Based on Operational Data

Preventive maintenance is a routine maintenance strategy that aims to maximize equipment life cycle and prevent unplanned downtime which causes increased repair costs. When carrying out this maintenance, error in selecting machines need to be anticip...