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Teaching Tip: Using Text Analytics AI Insights in Microsoft Power BI Desktop to Score Sentiments, Extract Key Phrases, and Discover Unstructured Data Patterns

Authors :
Chang Liu
Charles Downing
Source :
Journal of Information Systems Education. 2024 35(1):48-55.
Publication Year :
2024

Abstract

This teaching tip describes using Microsoft Power BI Desktop in a class to analyze unstructured data from an exit survey of prior students from a Master of Science in Management Information Systems program. Results from a short survey administered to these students showed that the students, using the no-code Power BI, were able to accomplish their text analytics tasks in a shorter period, and with less overall effort, as compared to using traditional code-rich text analytics methods. The process is described in detail as to how the students, new to unstructured data analysis, can uncover these results. This process can be replicated by other instructors teaching text analytics.

Details

Language :
English
ISSN :
1055-3096 and 2574-3872
Volume :
35
Issue :
1
Database :
ERIC
Journal :
Journal of Information Systems Education
Publication Type :
Academic Journal
Accession number :
EJ1414122
Document Type :
Journal Articles<br />Reports - Research<br />Tests/Questionnaires
Full Text :
https://doi.org/10.62273/PKER1800