Toward a Quantum Fuzzy Approach for Emotion Modeling in Parent-Child Interactivity

Cecília Botelho, Larissa Schonhofen, Helida Santos, Giancarlo Lucca, Adenauer Yamin, Renata Reiser

2025

Abstract

This study presents an integrated framework combining Quantum Fuzzy computing concepts with emotion modeling and simulations of intelligent agents. It explores the distinctions between Quantum Fuzzy and Classical Computing, focusing on parent-child relationships. Simulations performed on the Qiskit platform highlight significant differences in the results produced by these two approaches. The research emphasizes how membership degrees(MD) are represented in the quantum circuit model by interpreting fuzzy operations through unitary quantum transformations. Established fuzzy connectives, such as the exclusive OR, serve as an algebraic basis for constructing quantum operators and circuit representations. The algorithms demonstrate substantial potential for extension, allowing for modeling interactions among multiple agents using multidimensional quantum registers. Simulations within Qiskit offer a solid foundation for implementing these algorithms on real quantum platforms, paving the way for further exploration in this interdisciplinary field.

Paper Citation

in Harvard Style

Botelho C., Schonhofen L., Santos H., Lucca G., Yamin A. and Reiser R. (2025). Toward a Quantum Fuzzy Approach for Emotion Modeling in Parent-Child Interactivity. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-737-5, SciTePress, pages 1297-1303. DOI: 10.5220/0013323700003890

in Bibtex Style

@conference{icaart25,
author={Cecília Botelho and Larissa Schonhofen and Helida Santos and Giancarlo Lucca and Adenauer Yamin and Renata Reiser},
title={Toward a Quantum Fuzzy Approach for Emotion Modeling in Parent-Child Interactivity},
booktitle={Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2025},
pages={1297-1303},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013323700003890},
isbn={978-989-758-737-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Toward a Quantum Fuzzy Approach for Emotion Modeling in Parent-Child Interactivity
SN - 978-989-758-737-5
AU - Botelho C.
AU - Schonhofen L.
AU - Santos H.
AU - Lucca G.
AU - Yamin A.
AU - Reiser R.
PY - 2025
SP - 1297
EP - 1303
DO - 10.5220/0013323700003890
PB - SciTePress