Designing Advanced AI Models to Predict Public Sentiment, Behavioral Trends, and Crisis Management Outcomes Using Social Media Data Streams

Advanced AI models leveraging social media data streams provide powerful tools for predicting public sentiment, behavioral trends, and crisis management outcomes. This study explores the development and application of machine learning and natural language processing techniques to analyze real-time data. Results highlight significant advancements in predictive accuracy, offering valuable insights for policymakers and organizations.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-03
DOI
https://doi.org/10.5281/zenodo.14269089
Primary Topic
Coastal wetland ecosystem dynamics
Type
article
Field-Weighted Citation Impact
0.00
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article

Designing Advanced AI Models to Predict Public Sentiment, Behavioral Trends, and Crisis Management Outcomes Using Social Media Data Streams

Zenodo (CERN European Organization for Nuclear Research)
Coastal wetland ecosystem dynamics
article

Designing Advanced AI Models to Predict Public Sentiment, Behavioral Trends, and Crisis Management Outcomes Using Social Media Data Streams

article en

Abstract

Advanced AI models leveraging social media data streams provide powerful tools for predicting public sentiment, behavioral trends, and crisis management outcomes. This study explores the development and application of machine learning and natural language processing techniques to analyze real-time data. Results highlight significant advancements in predictive accuracy, offering valuable insights for policymakers and organizations.

Zenodo (CERN European Organization for Nuclear Research)
King Abdullah University of Science and Technology (SA)
Quality Education
Openalex Percentile: Top 60%
Coastal wetland ecosystem dynamics
DOIOpen Access PDFOpenAlex
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Designing Advanced AI Models to Predict Public Sentiment, Behavioral Trends, and Crisis Management Outcomes Using Social Media Data Streams · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS