Browsing by Author "Özbek, Müge"

Now showing 1 - 4 of 4

In the Shadow of War and Empire: Industrialisation, Nation-Building, and Working-Class Politics in Turkey
(Cambridge Univ Press, 2024) Ozbek, Muge
[No Abstract Available]
Citation Count: 0
Machine/Deep Learning Techniques for Multimedia Security
(inst Engineering Tech-iet, 2023) Heidari, Arash; Navimipour, Nima Jafari; Azad, Poupak
Multimedia security based on Machine Learning (ML)/ Deep Learning (DL) is a field of study that focuses on using ML/DL techniques to protect multimedia data such as images, videos, and audio from unauthorized access, manipulation, or theft. Developing and implementing algorithms and systems that use ML/DL techniques to detect and prevent security breaches in multimedia data is the main subject of this field. These systems use techniques like watermarking, encryption, and digital signature verification to protect multimedia data. The advantages of using ML/DL in multimedia security include improved accuracy, scalability, and automation. ML/DL algorithms can improve the accuracy of detecting security threats and help identify multimedia data vulnerabilities. Additionally, ML models can be scaled up to handle large amounts of multimedia data, making them helpful in protecting big datasets. Finally, ML/DL algorithms can automate the process of multimedia security, making it easier and more efficient to protect multimedia data. The disadvantages of using ML/DL in multimedia security include data availability, complexity, and black box models. ML and DL algorithms require large amounts of data to train the models, which can sometimes be challenging. Developing and implementing ML algorithms can also be complex, requiring specialized skills and knowledge. Finally, ML/DL models are often black box models, which means it can be difficult to understand how they make their decisions. This can be a challenge when explaining the decisions to stakeholders or auditors. Overall, multimedia security based on ML/DL is a promising area of research with many potential benefits. However, it also presents challenges that must be addressed to ensure the security and privacy of multimedia data.
Citation Count: 0
Reconsidering Labor Coercion Through the Logics of Im/Mobility and the Environment
(Routledge Journals, Taylor & Francis Ltd, 2023) Bernardi, Claudia; Shahid, Amal; Ozbek, Muge
The 'new mobilities paradigm' formulated in the early 2000s allowed scholars of labor to explore the possibilities of the concept of im/mobility as an interpretive framework for understanding processes of work and labor. This paper contributes to the continued cross-fertilization between mobility studies and labor studies by exploring the theoretical and methodological prospects of focusing on assemblages of temporal- spatial practices that simultaneously compel and confine movement. The article suggests that means, processes, and extent of labor coercion can be understood by analyzing how people are compelled to move or are confined to specific sites temporarily or permanently. It discusses how employing space and im/mobility as conceptual tools uncover the role of diffused, hierarchical layers through which labor coercion emerges. In this regard, environment emerges as a significant factor. The paper examines how mobility becomes a line of flight from sites/fields of coercion, or locks people into new forms of coercive relations; the legal/ formal or informal frameworks that regulate or govern labor im/mobility within specific sites; and how the logics of deployment and coercion overlap and mutually reinforce one another. Ultimately, it aims to contribute to the calls for non-linear, newly spatialized histories of labor processes and labor coercion.
Citation Count: 0
'we Have the Right To Work': the Rise of the 'national Economy' and Reformulating the Demands of the Women's Movement in the Pages of Kadinlar Dunyasi in the Post Balkan Wars Era
(Routledge Journals, Taylor & Francis Ltd, 2023) Ozbek, Muge
This article utilizes the first 100 issues of Kadinlar Dunyasi, published in 1913, to explore the emergence of new feminist discourse attributing women with new socio-economic roles, other than childrearing and household labor, in a general socio-historical context that was defined by the needs of a new national economy. The intention here is primarily to show how new visions of Ottoman womanhood emerged, radically different from the previous model of relatively modern, educated mothers and wives which had been promoted in former decades as novel, nationalist policies and projects of society began to unfold in the post-Balkan Wars era and to explore how these newer visions were represented in feminist discourse.