2025· International Journal of Innovative Research in Humanities & Technology· Vol 8, pp. 01-15· 0 citations
TL;DR
Overall, personalized content algorithms can improve information consumption, but maintaining diversity of information is essential for a well-informed society, and responsible algorithm design, ethical AI governance, diversity-aware recommendations, and user-controlled personalization settings are emphasized.
Abstract
Personalized content algorithms have become a key component of digital communication, influencing how users access and engage with information on social media, search engines, news platforms, and streaming services. These algorithms use AI, machine learning, and user behavior data to deliver content tailored to individual preferences. While personalization improves relevance, convenience, and user engagement, it also raises concerns about information diversity, social awareness, and democratic participation. This study examines the impact of personalized content algorithms on social awareness, focusing on information exposure, civic engagement, and understanding of societal issues. Using a quantitative research approach, data were collected from digital platform users through surveys and statistical analysis. The findings indicate that moderate personalization enhances information accessibility and engagement, whereas excessive personalization can limit exposure to diverse viewpoints and broader social issues. Users who consume varied content demonstrate higher social awareness, civic engagement, and critical thinking. The study also finds that algorithm transparency and explainability improve user trust and informed decision-making. The research emphasizes the need for responsible algorithm design, ethical AI governance, diversity-aware recommendations, and user-controlled personalization settings to balance personalized experiences with broader social awareness. Overall, personalized content algorithms can improve information consumption, but maintaining diversity of information is essential for a well-informed society.
Digital platforms increasingly curate their content through personalized algorithmic feeds. Platforms have an incentive to promote content that increases the predicted engagement of each user to lift advertising revenues. This paper studies how ranking content to maximize engagement affects the credibility of news cont...
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