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Call for Papers:Vol.11 Issue.4

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Title: :  NewsTrust: AI-Driven News Verification with Social Publishing Features
PaperId: :  26231
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26231
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Raj MehtaPoornima Institute of Engineering and Technology
Akshita SharmaPoornima Institute of Engineering and Technology
Diksha KumawatPoornima Institute of Engineering and Technology
Punit KumarPoornima Institute of Engineering and Technology

Abstract

Artificial Intelligence
artificial intelligence, Machine Translation, Natural Language Processing, Semantic Similarity
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.

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IJARIIE 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 Volume 11 Issue 2 2025 Page 2263-2269
MLA 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 11.2(2025) : 2263-2269.
APA Raj Mehta, Akshita Sharma, Diksha Kumawat, & Punit Kumar. (2025). NewsTrust: AI-Driven News Verification with Social Publishing Features. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 2263-2269.
Chicago 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 11, no. 2 (2025) : 2263-2269.
Oxford 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, 2025, p. 2263-2269. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/NewsTrust__AI_Driven_News_Verification_with_Social__Publishing_Features_ijariie26231.pdf (Accessed : ).
Harvard Raj Mehta, Akshita Sharma, Diksha Kumawat, and Punit Kumar. (2025) 'NewsTrust: AI-Driven News Verification with Social Publishing Features', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 2263-2269IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/NewsTrust__AI_Driven_News_Verification_with_Social__Publishing_Features_ijariie26231.pdf (Accessed : )
IEEE 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, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/NewsTrust__AI_Driven_News_Verification_with_Social__Publishing_Features_ijariie26231.pdf [Accessed : ].
Turabian 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 [Online]. volume 11 number 2 ().
Vancouver 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 [Internet]. 2025 [Cited : ]; 11(2) : 2263-2269. Available from: https://ijariie.com/AdminUploadPdf/NewsTrust__AI_Driven_News_Verification_with_Social__Publishing_Features_ijariie26231.pdf
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