Smart Surveys: An Automatic Survey Generation and Analysis Tool

Augusto Gonzalez Bonorino

2023

Abstract

This position paper presents a proof of concept for a novel architecture designed to automate the process of survey design and analysis. The architecture leverages the power of Python automation, Artificial Intelligence (AI), and Large Language Models (LLMs) to streamline the survey process and provide actionable insights. The architecture includes various key components such as data generation, survey distribution, data collection, preprocessing, text mining, and report generation. Through two use cases in the field of education, the paper demonstrates how the architecture can empower students and instructors to conduct accurate research and make informed decisions. The use cases illustrate how Smart Surveys can reduce development time, flatten the learning curve, and provide actionable insights via interactive visualizations and results from AI-generated prompt-based tasks.

Paper Citation

in Harvard Style

Gonzalez Bonorino A. (2023). Smart Surveys: An Automatic Survey Generation and Analysis Tool. In Proceedings of the 15th International Conference on Computer Supported Education - Volume 2: CSEDU, ISBN 978-989-758-641-5, SciTePress, pages 113-119. DOI: 10.5220/0011985400003470

in Bibtex Style

@conference{csedu23,
author={Augusto Gonzalez Bonorino},
title={Smart Surveys: An Automatic Survey Generation and Analysis Tool},
booktitle={Proceedings of the 15th International Conference on Computer Supported Education - Volume 2: CSEDU,},
year={2023},
pages={113-119},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011985400003470},
isbn={978-989-758-641-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 15th International Conference on Computer Supported Education - Volume 2: CSEDU,
TI - Smart Surveys: An Automatic Survey Generation and Analysis Tool
SN - 978-989-758-641-5
AU - Gonzalez Bonorino A.
PY - 2023
SP - 113
EP - 119
DO - 10.5220/0011985400003470
PB - SciTePress