Showing posts with label mixed-method. Show all posts
Showing posts with label mixed-method. Show all posts

Monday, August 26, 2024

Bridging Disciplinary Gaps and Methodological Challenges in Understanding Deepfake Discourse: A Study of Turkish Reddit Posts Related to Deepfake

Abstract

This study explores the evolving landscape of deepfake discussions, focusing particularly on Turkish posts on Reddit. While deepfake technology gained prominence in 2017, the academic community's interest surged, with studies primarily concentrating on deepfake detection. However, there is a dearth of research on public perceptions and online discourse surrounding deepfake. Through text analysis, this study explores Turkish Reddit posts, uncovering that a substantial portion (69.4%) focuses on deepfakes with sexual content, particularly featuring celebrities (60.2%). Politics also emerges as a prominent theme, constituting 22% of the content, with an additional 8.6% dedicated to technical aspects of deepfake creation. Over time, posts on sexual deepfake content, particularly those featuring celebrities, dominate, but during the May 2023 presidential and general elections, political deepfakes gained traction. Despite shedding light on content trends, the study faces two significant limitations. The first limitation is methodological. Studies relying solely on text analysis struggle to offer comprehensive insights into people's perceptions of deepfake. Therefore, a more profound understanding can be attained through qualitative face-to-face interviews, allowing for a deeper exploration of individuals' perspectives. The second limitation is disciplinary. Research encompassing diverse disciplines such as psychology, sociology, and media studies would yield more nuanced results in comprehending both the broader framework of public and societal perceptions on the topic and their deeper intricacies.


Key words: Deepfake, Türkiye, Reddit, Interdisciplinary Approach, Dictionary-based Text Analysis, Mixed Methods


Link: https://ojs.library.carleton.ca/index.php/J-ICSLAC/article/view/4839/3551

Monday, December 25, 2023

The Importance of Mixed Method in Terrorism Study

Abstract

This research presents a systematic review of the importance of mixed methods in terrorism studies. This paper aims to show the importance of using mixed approaches on terrorism literature. In this regard, I argue that mixed methods play an essential role in advancing terrorism studies because by using qualitative and quantitative method approaches in the same analysis, the scholar can integrate the power of both methodologies and translate the results into a helpful solution. I offer an overview of this field of research in this study. To defend this argument, I prepared two datasets and analyzed them quantitatively. A second quantitative analysis was conducted, focusing on the cases of Japan and Korea, which emerged from the first analysis and differed from the other examples. Accordingly, with quantitative analysis focusing on the cases of Korea and Japan, I will show why quantitative analysis alone is insufficient for terrorism studies. I then discuss the main results of this research and explain why the mixed method approach is essential in terrorism studies.


LINK: https://dergipark.org.tr/tr/pub/ijshs/issue/80516/1378747#article_cite