A survey of emotion recognition methods with emphasis on E-Learning environments

M Imani, GA Montazer - Journal of Network and Computer Applications, 2019 - Elsevier
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …

SenticNet

E Cambria, A Hussain, E Cambria… - Sentic computing: a …, 2015 - Springer
SenticNet is the knowledge base which the sentic computing framework leverages on for
concept-level sentiment analysis. This chapter illustrates how such a resource is built. In …

The hourglass of emotions

E Cambria, A Livingstone, A Hussain - Cognitive behavioural systems …, 2012 - Springer
Human emotions and their modelling are increasingly understood to be a crucial aspect in
the development of intelligent systems. Over the past years, in fact, the adoption of …

[图书][B] Sentic computing: Techniques, tools, and applications

E Cambria, A Hussain - 2012 - books.google.com
In this book common sense computing techniques are further developed and applied to
bridge the semantic gap between word-level natural language data and the concept-level …

Exploring fusion methods for multimodal emotion recognition with missing data

J Wagner, E Andre, F Lingenfelser… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The study at hand aims at the development of a multimodal, ensemble-based system for
emotion recognition. Special attention is given to a problem often neglected: missing data in …

Tracking continuous emotional trends of participants during affective dyadic interactions using body language and speech information

A Metallinou, A Katsamanis, S Narayanan - Image and Vision Computing, 2013 - Elsevier
We address the problem of tracking continuous levels of a participant's activation, valence
and dominance during the course of affective dyadic interactions, where participants may be …

Emotions recognition by speechand facial expressions analysis

S Emerich, E Lupu, A Apatean - 2009 17th European signal …, 2009 - ieeexplore.ieee.org
In this paper, we propose a bimodal emotion recognition system using the combination of
facial expressions and speech signals. The models obtained from a bimodal corpus with six …

Affective communication through air jet stimulation: Evidence from event-related potentials

MY Tsalamlal, W Rizer, JC Martin… - International Journal of …, 2018 - Taylor & Francis
In this article, effectiveness of air jet stimulation in mediated emotional communication was
investigated by assessing cross-modal influences of visual emotional expressions on tactile …

Adaptive real-time emotion recognition from body movements

W Wang, V Enescu, H Sahli - ACM Transactions on Interactive Intelligent …, 2015 - dl.acm.org
We propose a real-time system that continuously recognizes emotions from body
movements. The combined low-level 3D postural features and high-level kinematic and …

A hierarchical framework for modeling multimodality and emotional evolution in affective dialogs

A Metallinou, A Katsamanis… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Incorporating multimodal information and temporal context from speakers during an
emotional dialog can contribute to improving performance of automatic emotion recognition …