Browsing by Author "Arıtürk, Merve"

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    Analysis of impact on ethical values of internet use : a data mining model approach
    (Bahçeşehir Üniversitesi Fen Bilimleri Enstitüsü, 2015-05) Arıtürk, Merve; Karahoca, Dilek
    The purpose of this study, analyse the usage of Internet between awareness of information and faith with investigating the experiences of people who live in Turkey. The problem is trying to demonstrate the format of ethical behaviour for different users with their perspective. In this study, the universe of the sample was reached by the social media platforms. The average age of the participants was calculated as 21. Scanning Model is used with the survey that was named as “Ethical Internet Usage” was performed on the Internet. While maintaining this work, the questions which were on different surveys with the related to our work were analysed. After analysing, the questions were selected with the existing correlation value that significantly depends on the information. Then, the arff file is created with the factors and the data. According to the arff file, some data mining techniques are used to make predictions. The best result is gained from the NaiveBayes classification method. Based on the results, women have more ethical behaviour than men. There is a strict relationship between the ethical personal behaviour and the education level of parents. According to the classification methods, the scale will be created with the results which are significant. If there is a new value or data about the research, the scale shows the user behaviour that is assuming based on users’ demographical information.