Muhammed özbey - Academia.edu (original) (raw)
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Papers by Muhammed özbey
Education and Information Technologies
In this study, the factors affecting the transactional distance levels of university students who... more In this study, the factors affecting the transactional distance levels of university students who continue their courses with distance education in the 2020-2021 academic years due to the Covid pandemic process were examined. Factors that affect transactional distance are modeled with Artificial Neural Networks, one of the data mining methods. Research data were collected from a total of 1638 students, 546 males and 1092 females, studying at various universities in Turkey, by using the personal information form, the Transactional Distance Scale and the Social Anxiety Scale in E-Learning Environments. Students' transactional distance levels were included in the model as dependent variable and social anxiety and 17 variables, which were thought to be theoretically related to transactional distance, were included in the model as independent variables. The research data were analyzed using Multilayer Perceptron (MLP) Artificial Neural Networks and Radial Based Functions (RBF) Artificial Neural Networks methods. In addition, these methods are compared in terms of estimation performance. According to the results of the research, it has been seen that the MLP method predicts the model with lower errors than the RBF method. For this reason, the results of the MLP were taken into account in the study. As a result of the analyzes carried out with this method, quickness of the instructor to give feedback on messages is determined as the most effective variable on the transactional distance. This study was adapted from the thesis study titled "investigation of the relationship of students' transactional distance perceptions with different variables by artificial neural networks", completed by the first author under the supervision of the second author.
Taikomoji kalbotyra, 2020
The primary goal of this paper is to examine the coverage of the 2008-2009 economic crisis in the... more The primary goal of this paper is to examine the coverage of the 2008-2009 economic crisis in the Lithuanian online media as well as its relationship to the actual economic situation and perception of media consumers. The theoretical basis for this research is made up of the theories of agenda-setting and framing. The coverage of the media is assessed on the basis of the corpus of economic reporting in 2006–2014 in two Lithuanian media sources, the news agency BNS and DELFI news website, by analysing the volume and the tone of the reports. The coverage in the media is then compared to some statistical economic indicators.The main findings of the paper are the following:1. The coverage of the crisis in the media reflected rather accurately the actual situation: the fluctuations of the volume of the reports largely followed the timeline of the main events of the crisis. The correlation between the reporting tone and industrial production index as a gauge of the economic situation was ...
AJIT-e: Online Academic Journal of Information Technology, 2020
Teknoloji günümüz çağında hızla gelişmektedir ve bu gelişmenin sağlık alanındaki yansıması kaçını... more Teknoloji günümüz çağında hızla gelişmektedir ve bu gelişmenin sağlık alanındaki yansıması kaçınılmazdır. Teknolojinin sağlık alanındaki yansıması cerrahi alanda olduğu kadar standart tedavilerde de kendini göstermektedir. Fizyolojik ve bilişsel tedavilerde teknolojinin kullanımı, elektronik ve dijital ortamların geliştirilmesi ve sağlık alanına daha çok uygulanmaya başlaması ile bariz bir şekilde kendini göstermektedir. Sağlık alanında teknolojinin kullanıldığı alanlardan biri de çeşitli hastalıkların tedavi edilebilmesi amacı ile geliştirilen dijital oyunlar ve beraberinde kullanıldığı cihazlardır. Bu çalışmanın amacı; bilişsel ve fizyolojik destek sistemi olarak dijital oyunların sağlık alanında kullanımını gerçekleştiren deneysel çalışmaların sistematik analizin yapılarak sonuçlarının incelenmesidir. Bu kapsamda 2000-2019 yılları arasında ulusal ya da uluslararası dergilerde yayımlanmış makaleler, konu ile ilgili yapılan lisansüstü tez çalışmaları ve çeşitli kongrelerde sunulan ...
Education and Information Technologies
In this study, the factors affecting the transactional distance levels of university students who... more In this study, the factors affecting the transactional distance levels of university students who continue their courses with distance education in the 2020-2021 academic years due to the Covid pandemic process were examined. Factors that affect transactional distance are modeled with Artificial Neural Networks, one of the data mining methods. Research data were collected from a total of 1638 students, 546 males and 1092 females, studying at various universities in Turkey, by using the personal information form, the Transactional Distance Scale and the Social Anxiety Scale in E-Learning Environments. Students' transactional distance levels were included in the model as dependent variable and social anxiety and 17 variables, which were thought to be theoretically related to transactional distance, were included in the model as independent variables. The research data were analyzed using Multilayer Perceptron (MLP) Artificial Neural Networks and Radial Based Functions (RBF) Artificial Neural Networks methods. In addition, these methods are compared in terms of estimation performance. According to the results of the research, it has been seen that the MLP method predicts the model with lower errors than the RBF method. For this reason, the results of the MLP were taken into account in the study. As a result of the analyzes carried out with this method, quickness of the instructor to give feedback on messages is determined as the most effective variable on the transactional distance. This study was adapted from the thesis study titled "investigation of the relationship of students' transactional distance perceptions with different variables by artificial neural networks", completed by the first author under the supervision of the second author.
Taikomoji kalbotyra, 2020
The primary goal of this paper is to examine the coverage of the 2008-2009 economic crisis in the... more The primary goal of this paper is to examine the coverage of the 2008-2009 economic crisis in the Lithuanian online media as well as its relationship to the actual economic situation and perception of media consumers. The theoretical basis for this research is made up of the theories of agenda-setting and framing. The coverage of the media is assessed on the basis of the corpus of economic reporting in 2006–2014 in two Lithuanian media sources, the news agency BNS and DELFI news website, by analysing the volume and the tone of the reports. The coverage in the media is then compared to some statistical economic indicators.The main findings of the paper are the following:1. The coverage of the crisis in the media reflected rather accurately the actual situation: the fluctuations of the volume of the reports largely followed the timeline of the main events of the crisis. The correlation between the reporting tone and industrial production index as a gauge of the economic situation was ...
AJIT-e: Online Academic Journal of Information Technology, 2020
Teknoloji günümüz çağında hızla gelişmektedir ve bu gelişmenin sağlık alanındaki yansıması kaçını... more Teknoloji günümüz çağında hızla gelişmektedir ve bu gelişmenin sağlık alanındaki yansıması kaçınılmazdır. Teknolojinin sağlık alanındaki yansıması cerrahi alanda olduğu kadar standart tedavilerde de kendini göstermektedir. Fizyolojik ve bilişsel tedavilerde teknolojinin kullanımı, elektronik ve dijital ortamların geliştirilmesi ve sağlık alanına daha çok uygulanmaya başlaması ile bariz bir şekilde kendini göstermektedir. Sağlık alanında teknolojinin kullanıldığı alanlardan biri de çeşitli hastalıkların tedavi edilebilmesi amacı ile geliştirilen dijital oyunlar ve beraberinde kullanıldığı cihazlardır. Bu çalışmanın amacı; bilişsel ve fizyolojik destek sistemi olarak dijital oyunların sağlık alanında kullanımını gerçekleştiren deneysel çalışmaların sistematik analizin yapılarak sonuçlarının incelenmesidir. Bu kapsamda 2000-2019 yılları arasında ulusal ya da uluslararası dergilerde yayımlanmış makaleler, konu ile ilgili yapılan lisansüstü tez çalışmaları ve çeşitli kongrelerde sunulan ...