Decoding AI: Insights into Answer Variability Using Text Analytics 4:00

Many believe that generative AI platforms have the potential to revolutionize education by providing a personalized supplement to traditional education. Therefore, it is important to investigate the accuracy of output from generative AI platforms and the variations in results from the same prompt on different platforms. We examined differences in answers to statistics questions among several commonly used AI platforms employing text analytics, such as reading level evaluation, word counts, topic modeling, and sentiment analysis. In this session, we will introduce a Shiny App to perform these analytics for output from any generative AI platform.

Publication Details

Journal
Journal of International Crisis and Risk Communication Research
Published
2025-05-29
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
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article

Decoding AI: Insights into Answer Variability Using Text Analytics 4:00

Journal of International Crisis and Risk Communication Research
Online Learning and Analytics
article

Decoding AI: Insights into Answer Variability Using Text Analytics 4:00

article en

Abstract

Many believe that generative AI platforms have the potential to revolutionize education by providing a personalized supplement to traditional education. Therefore, it is important to investigate the accuracy of output from generative AI platforms and the variations in results from the same prompt on different platforms. We examined differences in answers to statistics questions among several commonly used AI platforms employing text analytics, such as reading level evaluation, word counts, topic modeling, and sentiment analysis. In this session, we will introduce a Shiny App to perform these analytics for output from any generative AI platform.

Journal of International Crisis and Risk Communication Research
Quality Education
Openalex Percentile: Top 33%
Online Learning and Analytics
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Decoding AI: Insights into Answer Variability Using Text Analytics 4:00 · Journal of International Crisis and Risk Communication Research (2025) | TGRS Research Map | TGRS