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Best of affective computing and intelligent interaction 2013 in multimodal interactions

Mohammad Soleymani, Thierry Pun, Anton Nijholt
2014 Journal on Multimodal User Interfaces  
The fifth biannual Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013) was held in Geneva, Switzerland.  ...  This special issue features seven articles on multimodal applications or studies in affective computing.  ...  We also thank the authors to accept our invitation and for their contribution to the advancement of the state of the art in this field.  ... 
doi:10.1007/s12193-014-0163-2 fatcat:xvylnplc6fd4ficu6sgfaeaxgq

Affective media and wearables

Rosalind Picard
2014 Proceedings of the ACM International Conference on Multimedia - MM '14  
Over a decade ago, I suggested that computers will need the skills of emotional intelligence in order to interact with regular people in ways that they perceive as intelligent.  ...  Our findings reveal the power of the human emotion system not only in intelligence, in social interaction, and in everyday media consumption, but also in autism, epilepsy, and sleep memory formation.  ...  In 2005 she was named a Fellow of the IEEE for contributions to image and video analysis and affective computing.  ... 
doi:10.1145/2647868.2647959 dblp:conf/mm/Picard14 fatcat:msicmd6kyrbnhczz3ovphhy43q

Intelligent Signal Processing for Affective Computing [From the Guest Editors]

Bjorn W. Schuller, Rosalind Picard, Elisabeth Andre, Jonathan Gratch, Jianhua Tao
2021 IEEE Signal Processing Magazine  
May this special issue help to further crossfertilize efforts and spark ideas across affective computing and intelligent signal processing to everyone's best benefit.  ...  In everyday usage, affective computing has the potential to massively change how we interact with computing and robotic devices: they will be able to respond more appropriately to our emotions and moods  ...  To honor her achievements in bringing artificial intelligence techniques to humancomputer interaction, she was awarded a EurAI fellowship in 2013.  ... 
doi:10.1109/msp.2021.3096415 fatcat:ny735iki4ncg7hodtcr7vhtmle

Behavior Understanding for Arts and Entertainment

Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes, Matthew Turk
2015 ACM transactions on interactive intelligent systems (TiiS)  
We then discuss general questions and challenges in this domain that were suggested by the entire set of seven articles of the special issue and by the comments of the reviewers of these articles.  ...  It offers a more expansive discussion of the use of behavior analysis for interactive systems that involve creativity, either for the producer or the consumer of such a system.  ...  The remaining issues are discussed under the headings of arts and new technology, critical content and meaningful interactions, analysis of affect, experimenting in creative domains, and multimodality.  ... 
doi:10.1145/2817208 fatcat:nifao5znibcnhlkedbt6i4abci

New modalities for interactive entertainment

Gualtiero Volpe, Dennis Reidsma, Antonio Camurri, Anton Nijholt
2013 Entertainment Computing  
Entertainment, however, is one of the fields that can best take advantage of novel interaction technologies and of such a shift of paradigm.  ...  and virtual characters, non-verbal full body interaction, storytelling, affective user interfaces, and techniques for social interaction.  ...  Entertainment, however, is one of the fields that can best take advantage of novel interaction technologies and of such a shift of paradigm.  ... 
doi:10.1016/j.entcom.2013.09.001 fatcat:irqaxzmz4nbozj3a3sidutks7q

Socially-aware interfaces for supporting co-located interaction

Gianluca Schiavo
2014 Proceedings of the companion publication of the 19th international conference on Intelligent User Interfaces - IUI Companion '14  
One of the important challenges in ubiquitous computing is to improve the computer's access to information available in the social context.  ...  The goal of my PhD project is to investigate how to design interfaces that support collocated multi-users interactions taking into account users' nonverbal behaviour (specifically, gaze, postures, and  ...  In this specific challenge, affective computing and social signal processing are relevant research fields dealing with models of multimodal behaviour of single users and groups. C.  ... 
doi:10.1145/2559184.2559188 dblp:conf/iui/Schiavo14 fatcat:j2mkt4kqkvcylfsktcfd6wijhy

From VoiceXML to multimodal mobile Apps: development of practical conversational interfaces

David GRIOL, Jose Manuel MOLINA
2016 Advances in Distributed Computing and Artificial Intelligence Journal  
Our proposal has been evaluated with the successful development of different spoken and multimodal conversational interfaces.  ...  The advances in these technologies have made possible to extend the initial applications of conversational interfaces from only spoken interaction (for instance, by means of VoiceXML-based systems) to  ...  This is a key aspect in the development of ubiquitous computing architectures in which the system is embedded in the user's environment, and thus the user is not aware that he is interacting with a computer  ... 
doi:10.14201/adcaij2016534353 fatcat:n7bovgvlgfgwtinbqvytv4eq7q

Intelligent User Interfaces - A Tutorial [article]

Daniel Sonntag
2017 arXiv   pre-print
IUIs aim to incorporate intelligent automated capabilities in human computer interaction, where the net impact is a human-computer interaction that improves performance or usability in critical ways.  ...  It also involves designing and implementing an artificial intelligence (AI) component that effectively leverages human skills and capabilities, so that human performance with an application excels.  ...  emergence of a complex, collaborative multimodal behaviour is what best describes an intelligent user interface.  ... 
arXiv:1702.05250v1 fatcat:envpfxzhzzfbxcjokc4yfe54ha

Editorial for special issue on intelligent virtual agents

Hannes Högni Vilhjálmsson, Stefan Kopp, Stacy Marsella
2013 Autonomous Agents and Multi-Agent Systems  
This special issue of JAAMAS on intelligent virtual agents is meant to further contribute to the interaction between virtual agent researchers and autonomous agent researchers in general.  ...  Intelligent virtual agents are interactive characters that exhibit human-like qualities and communicate with humans or with each other using natural human modalities such as speech and gesture.  ...  Multimodal Plan Representation for Adaptable BML Scheduling brings attention to the computational challenge of producing and coordinating in real-time a range of communicative behaviors such as gaze, gesture  ... 
doi:10.1007/s10458-013-9226-0 fatcat:nnir3gw2kja7hklcouqy3tul64

Review of spoken dialogue systems

Ramón López-Cózar, Zoraida Callejas, David Griol, José F. Quesada
2014 Loquens  
, intelligence and affective content.  ...  Finally, we address some current research trends in terms of verbal communication, multimodal interaction and dialogue management. RESUMEN: Sistemas de diálogo: una revisión.  ...  between humans in terms of naturalness, intelligence and affective content.  ... 
doi:10.3989/loquens.2014.012 fatcat:zulazhpo4rgtdk3leqsg427ynq

Multimodal Learning Analytics and Education Data Mining: Using Computational Technologies to Measure Complex Learning Tasks

Paulo Blikstein, Marcelo Worsley
2016 Journal of Learning Analytics  
restricted to interactions that occur in front of a computer screen.  ...  Multimodal learning analytics and education data mining: Using computational technologies to measure complex learning tasks.  ...  Physiological Markers of Affective State More recent work in this space was able to accurately predict the affective state, and the source of the change in affective state for users as they interact with  ... 
doi:10.18608/jla.2016.32.11 fatcat:cc5ni6zjhzglhmaw4yvpg7qrlm

Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges [article]

Maxine Eskenazi, Tiancheng Zhao
2020 arXiv   pre-print
In the breakout sessions that followed, the participants defined the main research areas within the domain of intelligent agents and they discussed the major future directions that the research in each  ...  Any opinions, findings and conclusions or future directions expressed in this document are those of the authors and do not necessarily reflect the views of the National Science Foundation.  ...  Emotion recognition is one of the main challenges in affective computing (Picard, 2000) .  ... 
arXiv:2006.06026v1 fatcat:h2hbe4cr6vajvca4oqkfrmf5oa

Theories and Models of Teams and Groups

Roni Reiter-Palmon, Tanmay Sinha, Josette Gevers, Jean-Marc Odobez, Gualtiero Volpe
2017 Small Group Research  
The purpose of this article is to identify ways in which these different fields can share and develop theoretical models and theoretical approaches, in an effort to gain a better understanding and further  ...  This article describes some of the theoretical approaches used by social scientists as well as those used by computer scientists to study the team and group phenomena.  ...  of novel interfaces for group interaction with computers (e.g., Glowinski et al., 2013) .  ... 
doi:10.1177/1046496417722841 fatcat:x6dd5ekzc5boheqzw5ab2wqqyq

Emotions and Personality in Adaptive e-Learning Systems: An Affective Computing Perspective [chapter]

Olga C. Santos
2016 Human–Computer Interaction Series  
This chapter reports how affective computing (in terms of detection methods and intervention approaches) is considered in e-learning systems.  ...  The main contents of the chapter consist in the review of 26 works that present current research trends regarding the detection of the learners' affective states and the delivery of the appropriate affective  ...  for Affective Modelling in Inclusive Personalized Educational scenarios in intelligent Contexts) and TIN2014-59641-C2-2-P (BIG-AFF: Fusing multimodal Big Data to provide low-intrusive AFFective and cognitive  ... 
doi:10.1007/978-3-319-31413-6_13 dblp:series/hci/Santos17 fatcat:ztc6zpyn5ngspmuwr53frqb3m4

Multimodal Learning Analytics' Past, Present, and Potential Futures

Marcelo Worsley
2018 International Conference on Learning Analytics and Knowledge  
This paper examines the body of research that has emerged from these workshops, as well as in other published proceedings and journals.  ...  Within this review, a distinction is drawn between empirical and position/review/dataset papers, and looks at their rate of publication over the past several years.  ...  teaching and learning, multimodal data, and computer-supported analysis.  ... 
dblp:conf/lak/Worsley18a fatcat:tl6nozsonna7ze52fhwpi4dscq
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