Sosyal Bilimler Enstitüsü: Recent submissions

  • Strategic value analysis of information technology investments 
    Arslan, Birgül. (Thesis (M.A.)-Bogazici University. Institute for Graduate Studies in Social Sciences, 2008., 2008.)
    This thesis seeks to shed light upon the strategic value of information technology (IT) investments. Previous literature suggests that IT investments per se are not sufficient for improving firm performance. Drawing from ...
  • Factors determining data protection law awareness :|the case of Turkey 
    Yılmaz, Hüseyin Serkan. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2022., 2022.)
    Data protection is one of the most important subjects that reshape the people’s world as an individual, employee and customer. Different pioneer countries in the world have specific data protection laws and regulations. ...
  • Nowcasting Turkish GDP by dynamic factor model 
    Alkış, İdris. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in Social Sciences, 2022., 2022.)
    This study aims to nowcast, backcast, and forecast the quarter of Turkish Gross Domestic Product (GDP) growth by the dynamic factor model. Although GDP provides detailed information on economic activities, GDP data is ...
  • Development of a digital maturity model for small and medium sized enterprises :|a case study in Turkey 
    Yıldız, Sedanur. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2021., 2021.)
    SMEs play an immense role in the value chain and their daily operations are relatively more flexible than larger companies due to their smaller sizes and existence of less bureaucracy in their operations. SMEs are ...
  • Green IT behavior of young generation 
    Özkul, Ahmet Fatih. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in Social Sciences, 2022., 2022.)
    As IT’s role in the world tremendously has been increasing each day, its effects on the environment has been becoming more crucial for our daily lives. Green IT has been investigated in the literature for almost 15 years ...
  • A machine learning based capacity management system for mainframe resources 
    Kürtül, Ekrem. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in Social Sciences, 2022., 2022.)
    The goal of this study is to design a capacity planning tool for resource consumption of application servers which are running on mainframes, also known as Z systems, by using machine learning algorithms. This tool is aimed ...
  • Financial literacy and cryptocurrency participation 
    Demirci, Emre. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2021., 2021.)
    After the circulation of first bitcoin and following numerous blockchain based cryptocurrencies, they have gained popularity in recent years. Moreover, they have been considered as breakthrough financial instruments enabling ...
  • Predicting stock movements with machine learning using textual data 
    Özdemir, Meryem. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2020., 2020.)
    Economic events perceive great attention from information retrieval community. As one of the popular practices, language models on economy related textual data are proven to be advantageous for anticipating economic events. ...
  • Extracting cryptocurrency trading signals from raw financial data using technical indicators and deep learning 
    Kalfa, Başak. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2020., 2020.)
    The purpose of this study is to investigate deep learning methods for predicting cryptocurrency, specifically Bitcoin, trading decisions considering different oversampling and augmentation methods, and using different ...
  • A deep learning-based extractive text summarization system for Turkish news articles 
    Gündeş, Özcan. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2020., 2020.)
    The goal of this study is to develop an automated extractive summarization system for Turkish news using pre-trained language models. Pre-trained language models have been applied to wide range Natural Language Processing ...
  • Mobile online class notes :|usage patterns of secondary students in Turkey 
    Taşel, Muhammet Furkan. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2021., 2021.)
    The use of information and communication technology (ICT) in education has been consistently increasing in the last decade. Prior research mainly examined the selfdeclared usage behavior of the adoption of ICT in education. ...
  • Strategic aims and effectiveness of Turkish traditional companies implementing e-commerce: a comparative study 
    Sipahi, Özlem. (Thesis (M.A.)-Bogazici University. Institute for Graduate Studies in the Social Sciences, 2007., 2007.)
    Increase of competition in the local markets urges the companies of various sizes to implement new technologies in order not to be left behind the competition. E-commerce is one of the major types of these technologies, ...
  • The adoption of near-field communication technology for mobile payments :|an empirical investigation of major determinants 
    Özkan, Onur Burak. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Continuous developments in technology expedites the improvements in payment industry, which directly affects the way people pay. Near-field communication (NFC) protocol-based payment method is the latest trending payment ...
  • Playing the Turkish game Okey with deep reinforcement learning 
    Uygun, İlke. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Games are important test beds for machine learning studies for over the last decades. Significant progress has been made in games such as Checkers, Chess, Go and Poker with the help of deep neural networks used for ...
  • Information and communication technology capabilities of service-sector SMEs in Turkey 
    Karaoğlu, Rafet. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2020., 2020.)
    Information and communication technology (ICT) adoption has been a widely researched topic in the literature, yet as information technologies evolve and penetrate business even further, an in-depth look at how digitalization ...
  • The moderating effect of financial literacy on the adoption of Fintech 
    Alpay, Cihan. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    The emergence of new technologies has enabled the development of new business models in the financial services industry similar to other industries. Thanks to these new technologies and business models, Fintech is now ...
  • A hybrid article recommendation system based on deep learning and co-publication network analytics 
    Atlanel, Büşra. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    In recent years, with the rapid development of world wide web, researchers are spending more effort and time to reach the most relevant academic work for their studies because of the information overload. Preventing users ...
  • Business process reengineering :|the case of a chemical company in Turkey 
    Yanar, Ahmet. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    In this thesis, it is aimed to redesign the sales process of a company operating in the private sector in accordance with the methodology of business process reengineering by using simulation technique in order to improve ...
  • An aggregated information technology checklist for operational risk management 
    Önal, Mehmet Zeki. (Thesis (M.A.)-Bogazici University. Institute for Graduate Studies in the Social Sciences, 2007., 2007.)
    This paper develops an aggregated information technology (IT) checklist in order to manage the operational risks in an organization, especially those caused by the information systems and technology infrastructure. The ...
  • Digital transformation :|a mutual understanding and strategic alignment perspective 
    Çavuşyan, Sevgi. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Previous studies have shown a positive impact of mutual understanding on IT strategic alignment and its impact on firm performance. However, digital transformation (DX) is changing the way the business operates, communicate ...

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