Sürdürülebilir Kalkınma Amaçları
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- MakaleYalnız künye2026Scopus SJRQ1AI-Assisted formative assessment in social studies education: development of an NLU-integrated smart diagnostic branched tree platform and testing its effect
Yetisensoy, Okan
Formative assessment practices have been a significant focus in Social Studies education for many years. One commonly used technique in these practices is the diagnostic branched tree, which is designed to assess students’ understanding through a branching structure based on their responses. While this technique shows promise for identifying students' learning status and gaps throughout the ongoing process, it presents several structural limitations. This research aims to address these limitations by integrating diagnostic branched trees with natural language understanding, a key AI technique in educational assessment, thereby enhancing their diagnostic capabilities and making them smarter tools in educational settings. Furthermore, this research seeks to evaluate the impact of this revised system in middle schools within a practical setting. Following the development phase, the results of the experimental study demonstrated that the revised system had a significantly positive impact on students' learning performance. Qualitative data, meanwhile, suggested that this success was largely due to the system's ability to provide formative feedback and personalized guidance, which fostered metacognition and self-regulated learning. At this point, considering the positive transformations brought about by technology, it is recommended that innovative technologies be developed to enhance formative assessment across various levels of K–12 education.
- MakaleAçık Erişim2020Investigation of the Relationship between Social Studies Teacher Candidate's Unemployment Worries and Their Attitudes toward Teaching Profession
Yetisensoy, Okan; Sahin, Ibrahim Fevzi
This study aims to determine the levels of unemployment worries of social studies teacher candidates and 15.03.2019 their attitudes towards the teaching profession in terms of various variables and to investigate the relationship between their unemployment worries and their attitudes toward teaching profession. This study was Accepted: conducted in accordance with the relational screening model. As a result of the study, it was found that social 24.07.2019 studies teacher candidates' attitudes towards teaching profession differed significantly in favour of female teacher candidates, low-grade teacher candidates and teacher candidates with higher GPA. Also, it was found Online First: that social studies teacher candidates' unemployment worries were significantly higher in 4th grade teacher 26.07.2019 candidates but did not differ significantly by gender and GPA variables. In addition, the findings of the study showed that there were significant negative relationships between the sub-dimensions of unemployment Published: worries and attitudes towards teaching profession and there was a negative, medium level significant 31.07.2020 relationship between teacher candidates' general unemployment worries and their attitudes towards teaching profession. Moreover, it was determined that unemployment worries of the 4th grade social studies teacher candidates were significantly higher than the second-grade teacher candidates, whereas their attitudes towards teaching profession were significantly lower. In conclusion it is thought that the findings and negative relationships determined in this study provide strong clues suggesting that social studies teacher candidates' unemployment worries negatively affect their attitudes towards teaching profession.
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