Educational and Technological Research

This study aims to compare the accuracy performances of different machine learning algorithms (Logistic Regression, Decision Tree, Support Vector Machines (SVMs), Random Forest, Artificial Neural Network, and XGBoost) using World Happiness Index data. The study is based on the 2024 World Happiness Report data and empl…

This study aims to compare the accuracy performances of different machine learning algorithms (Logistic Regression, Decision Tree, Support Vector Machines (SVMs), Random Forest, Artificial Neural Network, and XGBoost) using World Happiness Index data. The study is based on the 2024 World Happiness Report data and empl…

• MAHMUT ÜNSAL ŞAŞMAZ

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• PORKODI SIVARAM

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• SIVARAM MURUGAN

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Artificial intelligence, which is the indispensable technology of our age, has started to gain a place in many institutions. Institutions give great importance to human resources management because hiring the right employee for the job will increase productivity within the organization. When recruiting personnel for t…

• CEREN ÇUBUKÇU ÇERASİ

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Abstract This study leverages structured topic modeling (STM) to decode the expansive intellectual corpus on sustainable entrepreneurship, utilizing a dataset of 363 peer-reviewed articles from Scopus over a decade. Focused on “sustainable entrepreneurship” and related terms, the STM method integrated document-specifi…

• MEHMET BULUT

Nowadays, with society 5.0, where technology has reached its highest level and smart societies have been formed, artificial intelligence has entered our lives in almost every field. With artificial intelligence, which is related to many disciplines, machines that resemble the human thinking and learning system are pro…

Today, the intense competitive environment for businesses creates complexity in the decision-making process. It is recommended to use Multi-Criteria Decision Making (MCDM) methods, which are one of the most effective and practical methods in solving complexities. In uncertain and indefinite situations, using Fuzzy MCD…

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