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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM41590

AI-Powered News Summarizer with Ethical Analysis and Key Insight

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM41590

Volume:

9 |

2 |

Feb 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM41590

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

YH

Y. Hemalatha*1

CP

Ch. Prasanth2

TVV

T. Vishnu Varma3

KNAK

K. Nikhil Adithya Kumar4

MVLS

Ms. V. L. Sowjanya5

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Abstract

Information overload has resulted from the influx of digital news, making it difficult for readers to identify essential details. This paper presents a news summarization system that combines ethical analysis and key insight to ensure fairness, credibility, and relevance. The system filters out misleading content, highlights crucial points and provides a structured understanding of news topics. The paper details the system’s architecture, implementation, evaluation metrics, and ethical considerations. According to the results, the proposed model enhances news consumption by delivering concise, unbiased, and informative summaries.

KEYWORDS

GPT-3 NLP (Natural Language Processing) Multi-Stage Attention Mechanisms OLLAMA VADER Sentiment Analysis Summarizer

Cite This Article

Y. Hemalatha*1, Ch. Prasanth2, T. Vishnu Varma3, K. Nikhil Adithya Kumar4, Ms. V. L. Sowjanya5, "AI-Powered News Summarizer with Ethical Analysis and Key Insight," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 2, Feb 2025. https://doi.org/10.55041/IJSREM41590

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Publication Date

2/15/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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3

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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