From Innovation to Controversy: Bibliometric Analysis of Artificial Intelligence and Deepfake Studies on Web of Science

Muammer Öztürk

Makale detayları

From Innovation to Controversy: Bibliometric Analysis of Artificial Intelligence and Deepfake Studies on Web of Science

Yazarlar:

Muammer Öztürk

Yayıncı:

Akdeniz University

Ana Başlıklar:

İletişim ve Medya Çalışmaları (Diğer)

Dergi:

Akdeniz Üniversitesi İletişim Fakültesi Dergisi Issue 46 - Yapay Zekâ ve İletişim, pp.73-93

Belge Tipi:

Makale

Yayın Tarihi:

11/2024

Belge Dili:

Türkçe

Document ID (Org No.):

2001325498

pISSN:

2619-9718

Anahtar kelimeler:

Özet:

 Artificial intelligence technologies have increasingly begun to influence every level of societal life in recent years. With both positive and negative aspects, artificial intelligence is among the most popular technological developments today. The deepfake technology, which emerged due to advancements in artificial intelligence, is also a focal point of criticism in many respects. This study examines the results of a search conducted using the Web of Science database with the keywords artificial intelligence and deepfake. Initially, 262 academic works including articles, conference papers, books, and book chapters related to these keywords were identified. To narrow the scope of the study, only research articles and early access articles were selected, and the search was restricted to journals indexed in Web of Sciences SSCI, SCI-EXPANDED, ESCI, and AHCI indices for quality assessment. As a result of these restrictions, a total of 183 research articles were obtained. The study aims to evaluate the content and academic contributions of these articles. Among the key findings from the 183 reviewed studies, it was noted that studies from Turkey are limited, and while deepfake and artificial intelligence are prominent among common keywords, topics such as data security and social media are less frequently used.

 Artificial intelligence technologies have increasingly begun to influence every level of societal life in recent years. With both positive and negative aspects, artificial intelligence is among the most popular technological developments today. The deepfake technology, which emerged due to advancements in artificial intelligence, is also a focal point of criticism in many respects. This study examines the results of a search conducted using the Web of Science database with the keywords artificial intelligence and deepfake. Initially, 262 academic works including articles, conference papers, books, and book chapters related to these keywords were identified. To narrow the scope of the study, only research articles and early access articles were selected, and the search was restricted to journals indexed in Web of Sciences SSCI, SCI-EXPANDED, ESCI, and AHCI indices for quality assessment. As a result of these restrictions, a total of 183 research articles were obtained. The study aims to evaluate the content and academic contributions of these articles. Among the key findings from the 183 reviewed studies, it was noted that studies from Turkey are limited, and while deepfake and artificial intelligence are prominent among common keywords, topics such as data security and social media are less frequently used.

 Artificial intelligence technologies have increasingly begun to influence every level of societal life in recent years. With both positive and negative aspects, artificial intelligence is among the most popular technological developments today. The deepfake technology, which emerged due to advancements in artificial intelligence, is also a focal point of criticism in many respects. This study examines the results of a search conducted using the Web of Science database with the keywords artificial intelligence and deepfake. Initially, 262 academic works including articles, conference papers, books, and book chapters related to these keywords were identified. To narrow the scope of the study, only research articles and early access articles were selected, and the search was restricted to journals indexed in Web of Sciences SSCI, SCI-EXPANDED, ESCI, and AHCI indices for quality assessment. As a result of these restrictions, a total of 183 research articles were obtained. The study aims to evaluate the content and academic contributions of these articles. Among the key findings from the 183 reviewed studies, it was noted that studies from Turkey are limited, and while deepfake and artificial intelligence are prominent among common keywords, topics such as data security and social media are less frequently used.

 Yapay zekâ teknolojileri son yıllarda toplumsal yaşamın her kademesini etkilemeye başlamıştır. Olumlu ve olumsuz yönleriyle yapay zekâ günümüzün en popüler teknolojik gelişmeleri arasında yer almaktadır. Yapay zekâ teknolojilerinin gelişimine bağlı olarak ortaya çıkan deepfake teknolojisi de birçok bakımından eleştirilerin odak noktasında yer almaktadır. Bu çalışma, Web of Science veri tabanı kullanılarak yapay zekâ ve deepfake anahtar kelimeleri ile yapılan taramanın sonuçlarını incelemektedir. Başlangıçta, bu anahtar kavramlarla ilgili 262 akademik çalışma makale, bildiri, kitap ve kitap bölümü tespit edilmiştir. Çalışmanın kapsamını daraltmak amacıyla, yalnızca araştırma makaleleri ve erken görünümdeki makaleler seçilmiş ve kalite değerlendirmesi için Web of Sciencea özgü dergi indeksleri olan SSCI, SCI-EXPANDED, ESCI ve AHCIde taranan dergilerle sınırlandırılmıştır. Bu sınırlamalar sonucunda, toplamda 183 araştırma makalesi elde edilmiştir. Çalışma, bu makalelerin içeriğini ve akademik katkılarını değerlendirmeyi hedeflemektedir. İncelenen 183 çalışmanın en önemli sonuçları arasında, Türkiyedeki çalışmaların kısıtlı olduğu, ortak anahtar kelimeler arasında deepfake ve yapay zekâ öne çıkarken, veri güvenliği ve sosyal medya gibi konular daha az kullanıldığı belirlenmiştir.

Makale detayları

From Innovation to Controversy: Bibliometric Analysis of Artificial Intelligence and Deepfake Studies on Web of Science

Yazarlar:

Muammer Öztürk

Yayıncı:

Akdeniz University

Ana Başlıklar:

İletişim ve Medya Çalışmaları (Diğer)

Dergi:

Akdeniz Üniversitesi İletişim Fakültesi Dergisi Issue 46 - Yapay Zekâ ve İletişim, pp.73-93

Belge Tipi:

Makale

Yayın Tarihi:

11/2024

Belge Dili:

Türkçe

Document ID (Org No.):

2001325498

pISSN:

2619-9718

Artificial Intelligence

Deepfake

Manipulation

Web of Science

Bibliometric AnalysisYapay Zekâ

Deepfake

Manipülasyon

Web of Science

Bibliyometrik Analiz

Sayı

Makale detayları

Yazarlar: Muammer Öztürk

Yayıncı: Akdeniz University

Ana Başlıklar: İletişim ve Medya Çalışmaları (Diğer)

Dergi: Akdeniz Üniversitesi İletişim Fakültesi Dergisi Issue 46 - Yapay Zekâ ve İletişim, pp.73-93

Belge Tipi: Makale

Yayın Tarihi: 11/2024

Belge Dili: Türkçe

Document ID (Org No.): 2001325498

pISSN: 2619-9718

Sayı

Yazarlar:

Muammer Öztürk

Yayıncı:

Akdeniz University

Ana Başlıklar:

İletişim ve Medya Çalışmaları (Diğer)

Dergi:

Akdeniz Üniversitesi İletişim Fakültesi Dergisi Issue 46 - Yapay Zekâ ve İletişim, pp.73-93

Belge Tipi:

Makale

Yayın Tarihi:

11/2024

Belge Dili:

Türkçe

Document ID (Org No.):

2001325498

pISSN:

2619-9718