Experiencing Generative AI for Problem Structuring in a Decision-Making

This research presents an exploratory study on the use of Generative AI in structuring problems in a decision-making class. Employing a survey approach, 71 students reported on the experience of using Generative AI for decision-making structuring, in addition to widely used methods (e.g., literature reviews, interviews). The student experience was evaluated using sentiment analysis. The findings reveal that the proper use of Generative AI for problem structuring (e.g., before or after widely used methods) still needs to be determined. Also, while most students expressed a positive attitude toward the use of Generative AI, the sentiment analysis needs to be conducted with caution, given that commonly used approaches still fail to grasp both the subtleties and context of human responses.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/iciet66371.2025.11046285
Primary Topic
Complex Systems and Decision Making
Type
article
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article

Experiencing Generative AI for Problem Structuring in a Decision-Making

Enrique Mu, Barbara Šlibar, Nina Begičević Ređep
Complex Systems and Decision Making
article

Experiencing Generative AI for Problem Structuring in a Decision-Making

Enrique Mu, Barbara Šlibar, Nina Begičević Ređep
article en

Abstract

This research presents an exploratory study on the use of Generative AI in structuring problems in a decision-making class. Employing a survey approach, 71 students reported on the experience of using Generative AI for decision-making structuring, in addition to widely used methods (e.g., literature reviews, interviews). The student experience was evaluated using sentiment analysis. The findings reveal that the proper use of Generative AI for problem structuring (e.g., before or after widely used methods) still needs to be determined. Also, while most students expressed a positive attitude toward the use of Generative AI, the sentiment analysis needs to be conducted with caution, given that commonly used approaches still fail to grasp both the subtleties and context of human responses.

Carlow University (US), University of Zagreb (HR)
Peace, Justice and strong institutions
Openalex Percentile: Top 82%
Complex Systems and Decision Making
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