NewsTrust: AI-Driven News Verification with Social  Publishing Features

Raj Mehta; Akshita Sharma; Diksha Kumawat; Punit Kumar

NewsTrust: AI-Driven News Verification with Social Publishing Features

April 2025

Vol-11, Issue-2

Paper ID: 26231

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Artificial Intelligence

Keywords

artificial intelligence Machine Translation Natural Language Processing Semantic Similarity

Abstract

The proliferation of fake news poses a critical threat to democratic institutions, journalistic integrity, and public perception. This research presents NewsTrust, an innovative web-based platform designed to counter misinformation through automated news verification. Developed using the Django framework, the system leverages advanced Natural Language Processing (NLP) techniques in a two-tiered validation process. It combines real-time verification using live news APIs with semantic similarity analysis against a large-scale vector database of pre-embedded news articles. Based on computed similarity thresholds, the system autonomously approves, flags, or rejects user-submitted content. Additionally, NewsTrust facilitates user interaction, content creation, and engagement within a secure and trustworthy digital ecosystem.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Raj Mehta	Poornima Institute of Engineering and Technology
2	Akshita Sharma	Poornima Institute of Engineering and Technology
3	Diksha Kumawat	Poornima Institute of Engineering and Technology
4	Punit Kumar	Poornima Institute of Engineering and Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Mehta, Raj, Sharma, Akshita, Kumawat, Diksha, & Kumar, Punit (2025). NewsTrust: AI-Driven News Verification with Social Publishing Features. International Journal of Advance Research and Innovative Ideas In Education, 11(2), 2263-2269.

MLA Style

Mehta, Raj, et al. "NewsTrust: AI-Driven News Verification with Social Publishing Features." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 2, 2025, pp. 2263-2269.

IEEE Style

Raj Mehta, Akshita Sharma, Diksha Kumawat, and Punit Kumar, "NewsTrust: AI-Driven News Verification with Social Publishing Features," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 2, pp. 2263-2269, 2025.

Vancouver Style

Mehta Raj, Sharma Akshita, Kumawat Diksha, Kumar Punit. NewsTrust: AI-Driven News Verification with Social Publishing Features. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(2):2263-2269.

Harvard Style

Mehta, Raj, Sharma, Akshita, Kumawat, Diksha, & Kumar, Punit (2025) 'NewsTrust: AI-Driven News Verification with Social Publishing Features', International Journal of Advance Research and Innovative Ideas In Education, 11(2), pp. 2263-2269.

Chicago Style

Mehta, Raj, et al. "NewsTrust: AI-Driven News Verification with Social Publishing Features." International Journal of Advance Research and Innovative Ideas In Education 11, no. 2 (2025): 2263-2269.

Turabian Style

Mehta, Raj, et al. "NewsTrust: AI-Driven News Verification with Social Publishing Features." International Journal of Advance Research and Innovative Ideas In Education 11, no. 2 (2025): 2263-2269.