AI-Powered Fake News Detection: Using NLP and Machine Learning to Combat Misinformation

The identification of fake news by AI stands as an essential requirement in current world conditions. Researchers examine unorthodox ways to analyse different news articles alongside other pieces of content. The system gathers data through multiple processes while obtaining essential features. The detection of fake news depends on technical combinations of Machine Learning (ML), Artificial Intelligence (AI) and Natural Language Processing (NLP) which both identify and prevent false information spread. The research goal entails developing advanced AI systems with effective scaling ability and clear interpretive functionality for stopping misinformation spread with intelligent techniques.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-08
DOI
https://doi.org/10.5281/zenodo.17077852
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Powered Fake News Detection: Using NLP and Machine Learning to Combat Misinformation

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

AI-Powered Fake News Detection: Using NLP and Machine Learning to Combat Misinformation

article en

Abstract

The identification of fake news by AI stands as an essential requirement in current world conditions. Researchers examine unorthodox ways to analyse different news articles alongside other pieces of content. The system gathers data through multiple processes while obtaining essential features. The detection of fake news depends on technical combinations of Machine Learning (ML), Artificial Intelligence (AI) and Natural Language Processing (NLP) which both identify and prevent false information spread. The research goal entails developing advanced AI systems with effective scaling ability and clear interpretive functionality for stopping misinformation spread with intelligent techniques.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 48%
Geochemistry and Geologic Mapping
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AI-Powered Fake News Detection: Using NLP and Machine Learning to Combat Misinformation · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS