M.A. Theses: Recent submissions

  • 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 ...
  • The accessibility of airline websites to the handicapped 
    Ulaş, Halil Göker. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Website accessibility is very important for disabled people to use the Internet. In the light of this matter, the objective of this thesis is to measure the accessibility performances of airline website online ticketing ...
  • Privacy concerns on mobile applications Vis-À-Vis the number of permissions requested by android apps 
    Rabea, Ala. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Since the introduction of smartphones and applications, privacy concerns have been rapidly rising. Today, over one billion people use smartphones with millions of apps. These apps may request different permissions from ...
  • Online consumer dissatisfaction, perceived solution effectiveness and the service recovery paradox 
    Bilici, Merve. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    This study investigates service failure situations and their effect on coping behavior and emotions, moreover, inquire into service recovery paradox. This study has three main purposes: (i) to place relationship of service ...
  • Predicting the Bitcoin trend using technical indicators for deep learning algorithmic features 
    İnce, Nuri Tuğkan. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    This research focused on utilization of technical indicators for predicting the trend of Bitcoin/USD price with different deep learning algorithms. The goal was to achieve better trend prediction accuracy results using ...
  • Multi-dimensional trust formation in neobanks and its implications for users' perceived risk 
    Özkan, Didem. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Trust is one of the most important factors for a good customer relationship in banking industry. Neobanks (also known as challenger banks) are the new players of fintech ecosystem and they challenge the traditional banks ...
  • Consumers evaluations of brand extensions for digital brands 
    Kut, Deniz. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    In this study, consumer attitudes toward extension of the digital brand is investigated along with the effect of intention to adopt extensions of the digital brands. Evaluation of the parent brand (perceived overall ...
  • Consumer adoption of Bitcoin in e-commerce 
    Serhatlı, Serhat. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    Bitcoin has recently brought disruptive innovation into the financial system. While it is considered as an investment instrument by many, its adoption as a payment mechanism particularly in e-commerce has been scarce. ...

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