How Effective is AI-Powered Social Media Analysis: Mining Reddit Conversations on Emergency Rooms

This study compares AI-powered social media analysis with computer-assisted human coding by analyzing online posts and comments from the subreddit "r/EmergencyRoom". It identifies several limitations of AI-powered text analysis methods and offers recommendations for their improvement.

Authors

Huanmei Wu (ORCID: https://orcid.org/0000-0003-0346-6044)
Victor Tang
Nathan He

Institutions

Ocean Lakes High School (US)
Temple University (US)

Publication Details

Published: 2024-12-15
DOI: https://doi.org/10.1109/bigdata62323.2024.10825568
Primary Topic: Mental Health via Writing
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

How Effective is AI-Powered Social Media Analysis: Mining Reddit Conversations on Emergency Rooms

Huanmei Wu, Victor Tang, Nathan He

Dec 15, 2024

Mental Health via Writing

article

How Effective is AI-Powered Social Media Analysis: Mining Reddit Conversations on Emergency Rooms

Huanmei Wu, Victor Tang, Nathan He

December 15, 2024article en

Abstract

Ocean Lakes High School (US), Temple University (US)

Openalex Percentile: Top 66%

Mental Health via Writing

DOI Source OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

How Effective is AI-Powered Social Media Analysis: Mining Reddit Conversations on Emergency Rooms — Huanmei Wu, Victor Tang, et al. · (2024) | TGRS Research Map | TGRS