Explorations into Virtual Architecture: A HIT Lab Gallery
IEEE MultiMedia
To feel or not to feel: the role of affect in human-computer interaction
International Journal of Human-Computer Studies - Application of affective computing in humanComputer interaction
Tracking Articulated Body by Dynamic Markov Network
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
ICTAI '04 Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence
Toward a decision-theoretic framework for affect recognition and user assistance
International Journal of Human-Computer Studies - Human-computer interaction research in the managemant information systems discipline
Multimodal human-computer interaction: A survey
Computer Vision and Image Understanding
Learning Generative Models for Multi-Activity Body Pose Estimation
International Journal of Computer Vision
Wave like an Egyptian: accelerometer based gesture recognition for culture specific interactions
BCS-HCI '08 Proceedings of the 22nd British HCI Group Annual Conference on People and Computers: Culture, Creativity, Interaction - Volume 1
Automated stress detection using keystroke and linguistic features: An exploratory study
International Journal of Human-Computer Studies
Affective interaction: How emotional agents affect users
International Journal of Human-Computer Studies
Introduction to Machine Learning
Introduction to Machine Learning
Inter-organization cooperation for ambient assisted living
Journal of Ambient Intelligence and Smart Environments
International Journal of Human-Computer Studies
Optical flow or image subtraction in human detection from infrared camera on mobile robot
Robotics and Autonomous Systems
Data Mining: Practical Machine Learning Tools and Techniques
Data Mining: Practical Machine Learning Tools and Techniques
A multisensory monitoring and interpretation framework based on the model-view-controller paradigm
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Detecting stress during real-world driving tasks using physiological sensors
IEEE Transactions on Intelligent Transportation Systems
International Journal of Human-Computer Studies
Different strokes for different folks: individual stress response as manifested in typed text
CHI '13 Extended Abstracts on Human Factors in Computing Systems
The relationship between stress and conflict handling style in an ODR environment
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
Hi-index | 12.05 |
This study presents and approach to measure the levels of acute stress in humans by analysing their behavioral patterns when interacting with technological devices. We study the effects of stress on eight behavioral, physical and cognitive features. The data was collected with the participation of 19 users in different phases, with different levels of stress induced. A non-parametric statistical hypothesis test is used to determine which features show statistically significant differences, for each user, when under stress. It is shown that the features more related to stress are the acceleration and the mean and maximum intensity of the touch. It is also shown that each user is affected by stress in a specific way. Moreover, all the process of estimating stress is undertaken in a non-invasive way. This work constitutes the foundation of a context layer for a virtual environment for conflict resolution. The main objective is to overcome some of the main drawbacks of communicating online, namely the lack of contextual information such as body language or gestures.