A Reinforcement Learning Approach Combined With Scope Loss Function for Crime Prediction on Twitter (X)

A Reinforcement Learning Approach Combined With Scope Loss Function for Crime Prediction on Twitter (X)

Online social networks, especially Twitter (X), have become focal points for illicit activities, providing unique criminal investigation opportunities. This paper introduces an innovative methodology that uses social media sentiment analysis to predict criminal activities. One major challenge in sen...

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Bibliographic Details
Main Authors: Liu Yang, Jiang Guofan, Zhang Yixin, Wei Qianze, Zhang Jian, Roohallah Alizadehsani, Pawel Plawiak
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Crime prediction
sentiment analysis
reinforcement learning
class imbalance
hyperparameter tuning
artificial bee colony
Online Access:https://ieeexplore.ieee.org/document/10704669/
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