Showing posts with label Quantitative Method. Show all posts
Showing posts with label Quantitative 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

Tuesday, August 13, 2024

Comparative Analysis of the Content of Online Magazines of the Islamic State of Iraq and Syria (ISIS) in Different Languages: Dabiq, Rumiyah, and Konstantiniyye

 Abstract

The Islamic State of Iraq and Syria (ISIS) effectively uses online magazines for propaganda, leveraging advanced internet technologies to disseminate its message in multiple languages. This study investigates ISIS's use of online magazines to promote its self-proclaimed jihad and attract recruits globally. While existing research examines ISIS's multilingual magazines, few studies comprehensively compare them across languages. This study conducts a text analysis of Dabiq and Rumiyah in English and Konstantiniyye in Turkish. The findings reveal that all magazines construct distinct “us” versus “them” identities, focusing on religion and justification. Konstantiniyye, targeting Turkish Muslims, emphasizes stronger religious themes compared to Dabiq and Rumiyah. Overall, these magazines discuss legal systems, jihad, state structure, and social order, advocating for Muslim unification under a single “caliphate.” This analysis sheds light on ISIS's diverse propaganda strategies tailored to different linguistic contexts.

Keywords: Islamic State of Iraq and Syria (ISIS); Dictionary-based Analysis; Dabiq; Rumiyah; Konstantiniyye


LINK:  https://journals.tplondon.com/ipr/article/view/3313


Tuesday, July 23, 2024

Examining the Japanese Fear of ISIS with Soft Terrorism Concept

 ABSTRACT


Terrorism has emerged as a paramount challenge in recent times. With current terrorist organizations adeptly embracing internet technologies and seamlessly integrating them into their strategies, the landscape of terrorism has evolved into a multifaceted global concern. For instance, the Islamic State of Iraq and Syria (ISIS) has had a negative impact not only on the citizens of the countries they directly target but also on the psychology of individuals in non-targeted countries through their internet-focused strategies. Despite not carrying out any attacks on Japan, the majority of the Japanese perceive ISIS as a significant threat to their nation. This finding serves as a prime example of how a terrorist organization like ISIS, utilizing internet strategies proficiently, can detrimentally affect individuals in non-targeted countries. This study demonstrates how the soft terrorism concept elucidates the heightened fear of ISIS in Japan. By conducting a Google Trends analysis, the Japanese case is examined in this research. The findings indicate that the soft terrorism activities of ISIS have both short-term and long-term adverse effects on the Japanese, primarily attributed to the dissemination of brutal images and videos posted by ISIS on the internet, as posited by the soft terrorism concept. 


LINK: https://dergipark.org.tr/tr/pub/ajas/issue/85559/1458636

A Comprehensive Analysis of Public Discourse and Content Trends in Turkish Reddit Posts Related to Deepfake

ABSTRACT 


This study investigates the content and changes in deepfakes-related discussions on 5,220 Turkish Reddit posts from October 2019 to August 2023. Although the academic community has shown an increasing interest in deepfakes since 2017, focusing on detection methods and the technology itself, scant attention has been paid to public perceptions and online debate. The analysis reveals that 69.4% of the examined posts feature deepfake content with sexual themes, with celebrity women being the primary targets in 60.2% of cases. In contrast, 22% of the content is about politics and political figures, while 8.6% provides technical guidance on creating deepfakes. The study also observes content changes over time, noticing a rise in sexually explicit deepfake posts, particularly involving celebrities. However, in May 2023, coinciding with the presidential and general elections in Türkiye, discussions about politics and political figures have significantly increased. This study sheds light on the changing landscape of discussions, emphasizing the predominant presence of sexual content and the increasing prevalence of political content, particularly during election seasons. 


LINK: https://iga.pknu.ac.kr:446/html/jga/online-jga.php?mode=view&idx=28

Friday, January 5, 2024

The Effects of Islamic State of Iraq and Syria (ISIS) Soft-Terrorism Strategies on Turkish Public Opinion Using Google Data

 Abstract

The development of social media and internet technologies has significantly impacted individuals, organizations, and societies. Notably, these advancements have influenced individuals and communities and profoundly affected terrorist organizations. The adept use of these technologies by existing terrorist organizations has had a negative psychological impact on individuals who may not be directly affected by terrorist attacks. The soft-terrorism concept captures this dynamic. This study analyzes Google data to comprehend the influence of the Islamic State of Iraq and Syria (ISIS), one of the organizations that most effectively employs soft-terrorism strategies, on Turkish public opinion. To gain insights into the Turkish public’s interest in ISIS terrorist attacks and soft-terrorism strategies, Turkish Google searches on “ISIS” between January 2014 and December 2018 are analyzed. The research findings indicate that ISIS’ soft-terrorism strategies have a more significant impact on capturing the attention of the Turkish public compared to the terrorist attacks carried out by ISIS within Turkey. Moreover, ISIS’ soft-terrorist strategies have long-term effects on Turkish interest in ISIS.


LINK: https://iga.pknu.ac.kr:446/html/jga/online-jga.php?mode=view&idx=26

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