"AIded with emotions" - a new design approach towards affective computer systems

06/11/2018
by   Barbara Giżycka, et al.
0

As technologies become more and more pervasive, there is a need for considering the affective dimension of interaction with computer systems to make them more human-like. Current demands for this matter include accurate emotion recognition, reliable emotion modeling, and use of unobtrusive, easily accessible and preferably wearable measurement devices. While AI methods provide many possibilities for better affective information processing, it is not a common scenario for both emotion recognition and modeling to be integrated in the design phase. To address this concern, we propose a new approach based on affective design patterns in the context of video games, together with summary of experiments conducted to test the preliminary hypotheses.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/24/2022

ICANet: A Method of Short Video Emotion Recognition Driven by Multimodal Data

With the fast development of artificial intelligence and short videos, e...
research
08/31/2023

Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children

Computer games are widespread nowadays and enjoyed by people of all ages...
research
09/01/2020

Suspect AI: Vibraimage, Emotion Recognition Technology, and Algorithmic Opacity

Vibraimage is a digital system that quantifies a subject's mental and em...
research
01/31/2020

Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor

Automatic facial expression recognition is an important research area in...
research
07/29/2020

The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems

The paper describes BIRAFFE2 data set, which is a result of an affective...
research
06/05/2023

Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper

The integration of emotional intelligence in machines is an important st...
research
11/08/2018

Multi-view Laplacian Eigenmaps Based on Bag-of-Neighbors For RGBD Human Emotion Recognition

Human emotion recognition is an important direction in the field of biom...

Please sign up or login with your details

Forgot password? Click here to reset