Mapping the Landscape of Content Moderation: A Bibliometric Perspective

Yıl 2024, Cilt: 1 Sayı: 2, 85 - 109, 29.11.2024

Özlem Ozan , Ali Rıza Sadıkzade

Öz

Rapid technological advancements have intensified user-content interactions, leading to complex regulation mechanisms such as A.I. filtering and user moderation. This study conducts a bibliometric analysis of 202 publications from 2016 to 2023, sourced from the Web of Science and Scopus databases, to explore contemporary topics in content moderation research. It identifies influential authors, institutions, countries, journals, funding agencies, keyword networks, and co-authorship patterns. The findings indicate that the Queensland University of Technology is the most influential institution, while the United States, England, and Australia are the most productive countries. The National Science Foundation and European Research Council are key funding bodies. New Media & Society, Social Media + Society, and Big Data & Society are leading journals in this field. Research primarily focuses on social media platforms like Facebook, Instagram, YouTube, and Twitter, with a thematic shift from transparency to hate speech and misinformation. Since 2016, there has been a steady increase in academic publications on content moderation, suggesting continued growth in this area across various disciplines.

Anahtar Kelimeler

Content Moderation, Social Media, Social Media Regulations, Bibliometric Analysis, Bibliometric Data

Etik Beyan

The manuscript titled " Mapping the Landscape of Content Moderation: A Bibliometric Perspective " does not require Ethics Committee approval. The study does not involve human participants, animal subjects, or any sensitive data that would necessitate such approval. All data analyzed in this research were sourced from publicly available databases, ensuring that no personal or confidential information was collected or utilized.

İçerik Moderasyonu Alanının Haritalandırılması: Bibliyometrik Bir Perspektif

Öz

Hızla gelişen teknolojiler, kullanıcı ve içerik etkileşimlerini artırarak yapay zeka filtreleme ve kullanıcı moderasyonu gibi karmaşık düzenleme mekanizmalarının uygulanmasını gerekli kılmıştır. Bu çalışma, 2016-2023 yılları arasında Web of Science ve Scopus veritabanlarından elde edilen 202 yayının bibliyometrik analizini yaparak, içerik moderasyonu araştırmalarındaki güncel konuları incelemeyi hedeflemektedir. Araştırma, etkili yazarların, kurumların, ülkelerin, dergilerin, fon sağlayıcı kuruluşların, anahtar kelime ağlarının ve ortak yazarlık ilişkilerinin belirlenmesini amaçlamaktadır. Bulgulara göre, Queensland Teknoloji Üniversitesi en etkili kurum, Amerika Birleşik Devletleri, İngiltere ve Avustralya ise en üretken ülkelerdir. National Science Foundation ve European Research Council, başlıca fon sağlayıcı kuruluşlar arasında yer almaktadır. New Media & Society, Social Media + Society ve Big Data & Society bu alandaki en etkili dergilerdir. Araştırmalar, genellikle Facebook, Instagram, YouTube ve Twitter gibi sosyal medya platformlarına odaklanmakta olup, araştırma temalarında şeffaflıktan nefret söylemi ve yanlış bilgilendirmeye doğru bir kayma görülmektedir. 2016 yılından bu yana akademik yayınlarda istikrarlı bir artış gözlenmekte, söz konusu ilginin farklı disiplinleri de kapsayan daha fazla sayıda araştırmaya yol açması beklenmektedir.

Anahtar Kelimeler

İçerik Moderasyonu, Sosyal Medya, Sosyal Medya Düzenlemeleri, Bibliyometrik Analiz, Bibliometric Veri

Kaynakça

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