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Evaluation of Keyword Extraction using YAKE and KeyBERT in Text Preprocessing for Hoax News Detection Based on Bi-LSTM.

The spread of hoaxes through social media presents a significant challenge to the accuracy of public information. Automated detection based on natural language processing (NLP) offers a potential solution to this issue. This study investigates the impact of keyword extraction methods on the performa...

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Published in:Riwayat: Educational Journal of History & Humanities Vol. 8; no. 3; pp. 4490 - 4501
Main Authors: Kamila, Ahya Radiatul, Derhass, Gerry Hudera, Surianto, Budiyanto, Very
Format: Article
Published: Riwayat: Educational Journal of History & Humanities 2025
Subjects:
Long short-term memory
Feature extraction
Deception
Feature selection
Computational linguistics
Statistical accuracy
Online Access:View this record in EBSCOhost