Artificial Intelligence (AI) - powered dashboard for Covid-19 related public sentiment and opinion mining in social media platforms

Grant number: COV/NAP/20/07

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Key facts

  • Disease

    COVID-19
  • Known Financial Commitments (USD)

    $167,528.96
  • Funder

    CSO Scotland
  • Principal Investigator

    Prof. Amir Hussain
  • Research Location

    United Kingdom
  • Lead Research Institution

    Edinburgh Napier University
  • Research Priority Alignment

    N/A
  • Research Category

    Policies for public health, disease control & community resilience

  • Research Subcategory

    Approaches to public health interventions

  • Special Interest Tags

    N/A

  • Study Type

    Non-Clinical

  • Clinical Trial Details

    N/A

  • Broad Policy Alignment

    Pending

  • Age Group

    Unspecified

  • Vulnerable Population

    Unspecified

  • Occupations of Interest

    Unspecified

Abstract

The project will aid in understanding and mitigating the direct and indirect impacts of the COVID-19 pandemic, by creating an AI-driven dashboard for policymakers, public health and clinical practitioners. This will enable continuous monitoring, prediction and visualisation of evolving COVID-19 trends on social media platforms, such as public sentiments and attitudes towards behavioural interventions (e.g. social distancing, travel restrictions, lockdown) thus providing a better understanding of their potential short- and longer-term impacts on public health and well-being. The web-based interactive dashboard prototype will also aid decision makers by informing the development of appropriate interventions.

Publicationslinked via Europe PMC

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View all publications at Europe PMC

Artificial Intelligence-Enabled Social Media Analysis for Pharmacovigilance of COVID-19 Vaccinations in the United Kingdom: Observational Study.

A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images.

Understanding Public Perceptions of COVID-19 Contact Tracing Apps: Artificial Intelligence-Enabled Social Media Analysis.

Sentiment Analysis of Persian Movie Reviews Using Deep Learning.

Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media.

Artificial Intelligence-Enabled Analysis of Public Attitudes on Facebook and Twitter Toward COVID-19 Vaccines in the United Kingdom and the United States: Observational Study.

A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.