Study on Artificial Emotion Model

Ning, Shurong; Pang, Jie; Xu, Guili; Zeng, Guangping; Tu, Xuyan

doi:10.1109/icnnb.2005.1614897

Cited by 3 publications

(2 citation statements)

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“…The activation function is the hyperbolic tangent because the emotional model needs negative values. The slope is the λ parameter of the Equation (7). According to literature [48], the slopes applied for both activation functions are 1, 3, and 5.…”

Section: Experiments and Discussionmentioning

confidence: 99%

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Synthetic Emotions for Empathic Building

Salmeron

Ruiz-Celma

2021

Mathematics

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Empathic buildings are intelligent ones that aim to measure and execute the best user experience. A smoother and intuitive environment leads to a better mood. The system gathers data from sensors that measure things like air quality, occupancy, noise and analyse it for the better experience of the users. This research proposes an artificial intelligence-based approach to detect synthetic emotions based on Thayer’s emotional model and Fuzzy Cognitive Maps. This emotional model is based on a biopsychological approach to the analysis of the humans’ emotional state. In this research, Fuzzy Grey Cognitive Maps are used, which are an extension of the fuzzy cognitive maps using the grey systems theory to model uncertainty. Fuzzy Cognitive Grey Maps (FGCMs) have become a very valuable theory for modeling high-uncertainty systems when small and incomplete discrete data sets are available. This research includes experiments with a couple of synthetic case studies for testing this proposal. This proposal provides an innovative way for simulating synthetic emotions and designing an empathic building.

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Section: Experiments and Discussionmentioning

confidence: 99%

“…Therefore, there is a strong interrelation between embedding emotions in systems and making systems that include intelligence. Artificial emotion is an emerging research subject and aims to make machines have artificial emotions [7].…”

Section: Introductionmentioning

confidence: 99%