ThinkVerse: AI-Driven Content Moderation and Awareness Platform for Combating Digital Echo Chambers

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Authors: Prof. Pallavi Thakare
Cited by: 0

Abstract

In order to combat the existence of digital echo chambers, this article presents ”ThinkVerse,” an AI-driven content moderation and awareness platform. integrating explainable artificial intelligence, machine learning, and natural language processing. ThinkVerse empowers individuals, educators, and organizations by transparently and instantly analyzing web information for bias, sentiment, and ideological polarity. Many of the traditional subjectivity, disinformation, and algorithmic personalization problems present in the field are resolved by anchoring advanced data analytics with contextual counternarrative development. The system architecture, fundamental AI techniques, and workflow innovations that serve as the foundation for striking a balance between content suggestion and user awareness visualization are described in the review. It draws attention to ThinkVerse’s contributions to a new generation of digital literacy by bridging the gaps between responsible information consumption and ethical AI frameworks, creating a technology ecosystem that supports critical thinking, openmindedness, and intellectual diversity

Fields of Study & Subjects

Misinformation and Its Impacts Ethics and Social Impacts of AI Hate Speech and Cyberbullying Detection

Publication details

Journal / source
International Journal for Research in Applied Science and Engineering Technology
Volume
14
Issue
1
Pages
522–529
Publication date
11 January 2026