jeudi 30 août 2012

First International Workshop on Context Based Affect Recognition (CBAR 2012), SocialCom12, September 3-6, 2012, Amsterdam, The Netherlands.



Program of the workshop - September 3th 2012

0830-0930:
Introduction
Talk1: Merlin Teodosia Suarez, Center for Empathic Human Computer Interactions, 
De La Salle University, Manila, Philippines.
Dressed-up or Stripped-down: Emotion Analysis in Anticipatory, Assistive & Empathic Ambient Intelligent Spaces

0930-0950: 
Alexandra Balahur and Jesus M. Hermida.
“Affect Detection from Social Contexts using Commonsense Knowledge Representations”

0950-1010:
Syaheerah Lebai Lutfi, Fernando Fernández-Martínez, Andrés Casanova-García, Juan Manuel Montero and Lorena Lopez-Lebon.
“Assessing User Bias in Affect Detection within Context-based Spoken Dialog Systems”

1010-1030:
Francesca Bonin, Ronald Böck and Nick Campbell.
“How do we react to context? Annotation of individual and group engagement in a video corpus”

10:30 - 10:45 - Coffee break

11-12:
“The Face as Context in Emotion Recognition”


Main research interests:
My research program is centered on the communication of emotions. In particular, I focus on the social factors that influence this process such as gender and intergroup relations. One line of research investigates the influence of facial appearance on the perception of emotions in men and women as well as individuals of different age. The underlying hypothesis of this research is that the level of dominance and affiliation signaled by facial appearance interacts with facial movement in a way that can enhance or attenuate in particular expressions of anger and happiness. Another line of research on social context influences focuses on emotion communication as a function of the ingroup versus outgroup status of the interaction partner. Two questions have been of interest to me in this context. First, are individuals differentially motivated to understand the emotions of outgroup versus ingroup members? and second, is emotional mimicry influenced by the ingroup versus outground status of the observed other? This line of research also included research on cross-cultural emotion communication. More recently, I have started a research program on emotion communication at the workplace. In particular I have been interested in employees' regulation of emotion expressions on order to conform to organizational display and feeling rules and the consequences for their wellbeing and satisfaction at work. In my research I generally privilege psychophysiological measures but also frequently employ behavioral and paper and pencil approaches.


1. Workshop Description

The past 20 years has witnessed an increasing number of efforts for automatic recognition of human affect using facial, vocal, body as well as physiological signals. Several research areas could benefit from such systems: interactive teaching systems, which allow teachers to be aware of student stress and inattention; accident prevention, such as driver fatigue detection; medical tools for automatic diagnosis and monitoring such as the diagnosis of cognitive disorder (e.g. depression, anxiety and autism) and pain assessment. However, despite the significant amount of research on automatic affect recognition, the current state of the art has not yet achieved the long-term objective of robust affect recognition, particularly context based affect analysis and interpretation. Indeed, it is well known that affect production is accordingly displayed in a particular context, such as the undergoing task, the other people involved, the identity and natural expressiveness of the individual. The context tells us which expressions are more likely to occur and thus can bias the classifier toward the most likely/relevant classes. Without context, even humans may misunderstand the observed facial expression. By tackling the issues of context based affect recognition, i.e. careful study of contextual information and its relevance in domain-specific applications, its representation, and its effect on the performance of existing affect recognition methods, we make a step towards real-world, real-time affect recognition.
   


2. Workshop Objectives  
   
Context related affect analysis is still an unexplored area for automatic affect recognition given the difficulty of modeling this variable and of its introduction in the classification process. Unconsciously, humans evaluate situations based on environment and social parameters when recognizing emotions in social interactions. Contextual information helps us interpret and respond to social interactions. 
The purpose of the workshop is to explore the benefits and drawbacks of integrating context on affect production, interpretation and recognition. We wish to investigate what methodologies can be applied to include contextual information in emotion corpora, how it ought to be represented, what contextual information are relevant (i.e. is it domain specific or not?), and how it will improve the performance of existing frameworks for affect recognition. 
The workshop is relevant in the study of naturalistic social interactions since contextual information cannot be discounted in doing automatic analysis of human behavior. Embedding contextual information, such as culture, provides a different flavor to each interaction, and makes for an interesting scientific study. Such kinds of analysis lead us to consider real-world parameters and complexities in affect recognition, especially in developing human-centric systems.
 For the workshop we invite scientists working in related areas of affective computing, ambient computing, machine learning, psychology and cognitive behavior to share their expertise and achievements in the emerging field of automatic and context based affect analysis and recognition. 


 
3. Workshop Topics
   
We are inviting new and unpublished papers on, but not limited to, the following topics:
·          
·      Context source detection.
·     
·      Context interpretation and analysis.
·     
·      Context based affect production
·     
·      Context based facial affect recognition
·     
·      Context based vocal affect recognition
·     
·      Context based gesture affect recognition
·     
·      Context based multimodal fusion.
·     
·      Applications (Context related affect applications).
 


4. Invited Speakers

Main research interests:
My research program is centered on the communication of emotions. In particular, I focus on the social factors that influence this process such as gender and intergroup relations. One line of research investigates the influence of facial appearance on the perception of emotions in men and women as well as individuals of different age. The underlying hypothesis of this research is that the level of dominance and affiliation signaled by facial appearance interacts with facial movement in a way that can enhance or attenuate in particular expressions of anger and happiness. Another line of research on social context influences focuses on emotion communication as a function of the ingroup versus outgroup status of the interaction partner. Two questions have been of interest to me in this context. First, are individuals differentially motivated to understand the emotions of outgroup versus ingroup members? and second, is emotional mimicry influenced by the ingroup versus outground status of the observed other? This line of research also included research on cross-cultural emotion communication. More recently, I have started a research program on emotion communication at the workplace. In particular I have been interested in employees' regulation of emotion expressions on order to conform to organizational display and feeling rules and the consequences for their wellbeing and satisfaction at work. In my research I generally privilege psychophysiological measures but also frequently employ behavioral and paper and pencil approaches.


5. Submission Policy
    
The submitted manuscripts should not be submitted to another conference or workshop. Each paper will receive at least two reviews. Acceptance will be based on relevance to the workshop, novelty, and technical quality.

At least one author of each paper must register and attend the workshop to present the paper.
 The papers of the workshops will be included in the proceedings of the main conference SocialCom12 (in a separate volume).

Submission must be in PDF format, in accordance with the IEEE conference paper style (http://www.ieee.org/conferences_events/conferences/publishing/templates.html) and should not exceed 6 pages.

We welcome regular, position and applications papers.

The papers have to be submitted at the following link (https://www.easychair.org/conferences/?conf=cbar2012).

6. Deadlines
Submission Deadline:
July 9, 2012
Notification of Acceptance:
July 17, 2012
Camera Ready:
July 20, 2012
Workshop Date:
September 3,2012.
The exact date of the workshop will be communicated as soon as available on the workshop website.
This will be a half-day workshop.

Note: All days end Eastern Standard Time. 


7. Key Organizers 
Zakia Hammal (zakia_hammal@yahoo.fr)       

The Robotics Institute, Carnegie Mellon University (http://www.ri.cmu.edu/)
USA.

Merlin Teodosia Suarez (merlin.suarez@delasalle.ph
De La Salle University. 2401 Taft Ave., Manila, Philippines (http://cehci.dlsu.edu.ph)  

Center for Empathic Human-Computer 
De La Salle University.  


8. Advisory Board   

Dirk Heylen, (d.k.j.heylen@utwente.nl)                                   

University of Twente, Human Media Interaction 

POBox 217, 7500 AE Enschede

The Netherlands
Jeffrey Cohn, (jeffcohn@cs.cmu.edu)

University of Pittsburgh 4327
Sennott Square

Pittsburgh,  PA 15260  

USA 
Roddy Cowie, (r.cowie@qub.ac.uk)                                    
School of Psychology
Queen's
University
Belfast, BT7 1NN   

UK


9. Program Committee

Arvid Kappas, Jacobs University Bremen, Germany     
Anna Esposito, Second University of Naples, Italy      

Carlos Busso, UT-Dallas, USA                         

Jeffrey Cohn, University of Pittsburgh, USA       

Jeremy Cooperstock, McGill University, Canada               

Catherine Pelachaud, CNRS, France                                  

Jean-Claude Martin, LIMSI-CNRS, France                   

Genevra Castellano, University of Birmingham, UK 

Rita Cucchiara, University of Modena, Italy 

Dirk Heylen, University of Twente, The Netherlands

Peter Robinson, Cambridge University, UK 

Lionel Prevost, University of French West Indies and Guyana 

Thierry Pun, University of Geneva, Switzerland 

James Lester, North Carolina State University, USA 

Elliot Moore, Georgia Institute of Technology, USA

Nicu Sebe, University of Trento, Italy 

Alessandro Vinciarelli, University of Glasgow, UK 

Fernando De la Torre, CMU, USA 

Louis-Philippe Morency, USC, USA

Nadia Bianchi-Berthouze, University College London, UK 

YingLi Tian,  City University of New York, USA 

Roddy Cowie, Queen’s University Belfast, UK 

Aleix Martinez, Ohio State University, USA 

Sponsor
The workshop is sponsored by HUMAINE Association (http://emotion-research.net/