Multimedia Tools and Applications
An affect-enriched dialogue act classification model for task-oriented dialogue
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Achieving rapport with turn-by-turn, user-responsive emotional coloring
Speech Communication
EmotiNet: a knowledge base for emotion detection in text built on the appraisal theories
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Modeling confusion: facial expression, task, and discourse in task-oriented tutorial dialogue
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Affect detection from multichannel physiology during learning sessions with AutoTutor
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Multimodal affect detection from physiological and facial features during ITS interaction
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Developing an affective working companion utilising GSR data
Proceedings of the 15th WSEAS international conference on Computers
Ubiquitous affective awareness and intelligent interaction 2011
Proceedings of the 13th international conference on Ubiquitous computing
Examining learners' emotional responses to virtual pedagogical agents' tutoring strategies
IVA'11 Proceedings of the 10th international conference on Intelligent virtual agents
Affective modeling from multichannel physiology: analysis of day differences
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Predicting facial indicators of confusion with hidden Markov models
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Generic physiological features as predictors of player experience
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Guess what? a game for affective annotation of video using crowd sourcing
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Modeling learner affect with theoretically grounded dynamic bayesian networks
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Towards real-time affect detection based on sample entropy analysis of expressive gesture
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Hybrid fusion approach for detecting affects from multichannel physiology
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Evaluating a cognitive-based affective student model
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
The affective triad: stimuli, questionnaires, and measurements
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Emotion recognition using hidden Markov models from facial temperature sequence
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Recognizing bodily expression of affect in user tests
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Investigating glottal parameters and teager energy operators in emotion recognition
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Affective preference from physiology in videogames: a lesson learned from the TORCS experiment
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Detecting implicit expressions of sentiment in text based on commonsense knowledge
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Gaze tutor: A gaze-reactive intelligent tutoring system
International Journal of Human-Computer Studies
Tune in to your emotions: a robust personalized affective music player
User Modeling and User-Adapted Interaction
Automatic natural expression recognition using head movement and skin color features
Proceedings of the International Working Conference on Advanced Visual Interfaces
International Journal of Speech Technology
Monitoring affect states during effortful problem solving activities
International Journal of Artificial Intelligence in Education
Categorical vs. dimensional representations in multimodal affect detection during learning
ITS'12 Proceedings of the 11th international conference on Intelligent Tutoring Systems
Detecting implicit expressions of emotion in text: A comparative analysis
Decision Support Systems
Emotion understanding and performance during computer-supported collaboration
Computers in Human Behavior
Event-Level textual emotion sensing based on common action distributions between event participants
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Emotion detection state of the art
Proceedings of the CUBE International Information Technology Conference
Proceedings of the 14th ACM international conference on Multimodal interaction
Multimodal analysis of the implicit affective channel in computer-mediated textual communication
Proceedings of the 14th ACM international conference on Multimodal interaction
The acoustic emotion gaussians model for emotion-based music annotation and retrieval
Proceedings of the 20th ACM international conference on Multimedia
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
What Does Touch Tell Us about Emotions in Touchscreen-Based Gameplay?
ACM Transactions on Computer-Human Interaction (TOCHI)
A real-time, multimodal, and dimensional affect recognition system
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Emotional sentence identification in a story
Proceedings of the Workshop at SIGGRAPH Asia
Emotion-aware assistive system for humanistic care based on the orange computing concept
Applied Computational Intelligence and Soft Computing - Special issue on Awareness Science and Engineering
Affective computing: a reverence for a century of research
COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
A dynamic approach for detecting naturalistic affective states from facial videos during HCI
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Clustering-Based media analysis for understanding human emotional reactions in an extreme event
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Image and Vision Computing
Advocating a Componential Appraisal Model to Guide Emotion Recognition
International Journal of Synthetic Emotions
Subject-dependent biosignal features for increased accuracy in psychological stress detection
International Journal of Human-Computer Studies
Proceedings of the 2013 international conference on Intelligent user interfaces
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Affective touch gesture recognition for a furry zoomorphic machine
Proceedings of the 7th International Conference on Tangible, Embedded and Embodied Interaction
Beyond the basic emotions: what should affective computing compute?
CHI '13 Extended Abstracts on Human Factors in Computing Systems
AffectButton: A method for reliable and valid affective self-report
International Journal of Human-Computer Studies
Predicting audience responses to movie content from electro-dermal activity signals
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Proceedings of the 31st European Conference on Cognitive Ergonomics
Using Emotional Intelligence in Training Crisis Managers: The Pandora Approach
International Journal of Distance Education Technologies
Towards in situ affect detection in mobile devices: a multimodal approach
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Combining classifiers in multimodal affect detection
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Towards narrative authentication: or, against boring authentication
Proceedings of the 2013 workshop on New security paradigms workshop
Editorial: Detecting implicit expressions of affect in text using EmotiNet and its extensions
Data & Knowledge Engineering
ACM SIGAPP Applied Computing Review
An extensible micro-world for learning in the data networking professions
Information Sciences: an International Journal
Knowledge Elicitation Methods for Affect Modelling in Education
International Journal of Artificial Intelligence in Education
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This survey describes recent progress in the field of Affective Computing (AC), with a focus on affect detection. Although many AC researchers have traditionally attempted to remain agnostic to the different emotion theories proposed by psychologists, the affective technologies being developed are rife with theoretical assumptions that impact their effectiveness. Hence, an informed and integrated examination of emotion theories from multiple areas will need to become part of computing practice if truly effective real-world systems are to be achieved. This survey discusses theoretical perspectives that view emotions as expressions, embodiments, outcomes of cognitive appraisal, social constructs, products of neural circuitry, and psychological interpretations of basic feelings. It provides meta-analyses on existing reviews of affect detection systems that focus on traditional affect detection modalities like physiology, face, and voice, and also reviews emerging research on more novel channels such as text, body language, and complex multimodal systems. This survey explicitly explores the multidisciplinary foundation that underlies all AC applications by describing how AC researchers have incorporated psychological theories of emotion and how these theories affect research questions, methods, results, and their interpretations. In this way, models and methods can be compared, and emerging insights from various disciplines can be more expertly integrated.