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Article

4 Citations

1,950 Views

16 Pages

A Novel Approach for Individual Design Perception Based on Fuzzy Inference System Training with YUKI Algorithm

Brahim Benaissa,
Masakazu Kobayashi,
Keita Kinoshita and
Hiroshi Takenouchi

Axioms2023, 12(10), 904;https://doi.org/10.3390/axioms12100904

22 September 2023

This paper presents a novel approach for individual design perception modeling using the YUKI algorithm-trained Fuzzy Inference System. The study focuses on understanding how individuals perceive design based on personality traits, particularly openn...

(This article belongs to the Special Issue Advances in Fuzzy Preference Relations and Decision-Making Methods with Applications)

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Article

1 Citations

2,127 Views

13 Pages

Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering

Brahim Benaissa,
Masakazu Kobayashi and
Hiroshi Takenouchi

Mach. Learn. Knowl. Extr.2025, 7(1), 9;https://doi.org/10.3390/make7010009

15 January 2025

This study investigates the relationship between consumer personality traits, specifically openness, and responses to product designs. Consumers are categorized based on their levels of openness, and their affective responses to nine vase designs, va...

(This article belongs to the Topic AI and Computational Methods for Modelling, Simulations and Optimizing of Advanced Systems: Innovations in Complexity)

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