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Multimodal Analysis of Impressions and Personality in Human-Computer and Human-Robot Interactions

Hatice Gunes
2016 Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge - AVEC '16  
and human-robot interactions.  ...  This talk will focus on automatic prediction of impressions and inferences about traits and characteristics of people based on their observable multimodal behaviours in the context of human-virtual character  ...  , multimodal interaction and human-robot interaction.  ... 
doi:10.1145/2988257.2988271 dblp:conf/mm/Gunes16 fatcat:fxjigx6devbb7hxpo2kukvwidi

Behavior and usability analysis for multimodal user interfaces

Hamdi Dibeklioğlu, Elif Surer, Albert Ali Salah, Thierry Dutoit
2021 Journal on Multimodal User Interfaces  
Research in multimodal analysis brings together people with diverse skills and specializations on the integration of tools in different modalities, to collect and annotate data, and to exchange ideas and  ...  Furthermore, playful interactions and games are shown to be important settings to study social signals of interaction people.  ...  Taken together, these studies use state of the art approaches to human behavior analysis and apply them in innovative domains, illustrating the potential of multimodal analysis in a wide range of applications  ... 
doi:10.1007/s12193-021-00372-0 fatcat:pappj7oc7jfsxcy5mrqg3mnj2e

Multimodal Human-Human-Robot Interactions (MHHRI) Dataset for Studying Personality and Engagement

Oya Celiktutan, Efstratios Skordos, Hatice Gunes
2017 IEEE Transactions on Affective Computing  
In this paper we introduce a novel dataset, the Multimodal Human-Human-Robot-Interactions (MHHRI) dataset, with the aim of studying personality simultaneously in human-human interactions (HHI) and human-robot  ...  Index Terms-Multimodal interaction dataset, human-human interaction, human-robot interaction, personality analysis, engagement classification, benchmarking ! • O. Celiktutan and H.  ...  , human-human interaction and human-robot interaction.  ... 
doi:10.1109/taffc.2017.2737019 fatcat:vpaeaqp2nvdrbkncl6qga2tv4q

Editorial: Computational Approaches for Human-Human and Human-Robot Social Interactions

Cigdem Beyan, Vittorio Murino, Gentiane Venture, Agnieszka Wykowska
2020 Frontiers in Robotics and AI  
Automatized detection and analysis of non-verbal social signals can be of particular relevance not only to human-human interaction (HHI) but also in human-robot interaction (HRI).  ...  Biancardi et al. propose a computational model that allows changes in the impression of warmth and competences of an embodied conversational agent that can interact with a human.  ... 
doi:10.3389/frobt.2020.00055 pmid:33501223 pmcid:PMC7805690 fatcat:ewd7twmq5zamzapnxazm5sfpci

Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics [article]

Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian
2021 arXiv   pre-print
Utilizing Kinemes and Facial Action Coding System (FACS) features to predict (a) OCEAN personality traits on the First Impressions Candidate Screening videos, and (b) Interview traits on the MIT dataset  ...  We demonstrate the utility of elementary head-motion units termed kinemes for behavioral analytics to predict personality and interview traits.  ...  Five-Factor Model of personality and performance in jobs involving interpersonal interactions. Human Performance 11, 3 (1998), 145–165.  ... 
arXiv:2112.08068v1 fatcat:uhyw3ysnabaspmrixy3yb2gkae

Exploring the Implications of Virtual Human Research for Human-Robot Teams [chapter]

Jonathan Gratch, Susan Hill, Louis-Philippe Morency, David Pynadath, David Traum
2015 Lecture Notes in Computer Science  
This article briefly explores potential synergies between the fields of virtual human and human-robot interaction research.  ...  We consider challenges in advancing the effectiveness of human-robot teams makes recommendations for enhancing this by facilitating synergies between robotics and virtual human research.  ...  Statements and opinions expressed do not necessarily reflect the position or the policy of the United States Government, and no official endorsement should be inferred.  ... 
doi:10.1007/978-3-319-21067-4_20 fatcat:knrmpnwm4nc6liu2sfsnr5pc74

Affective Computing Combined with Android Science

Christian Becker-Asano
2011 Künstliche Intelligenz  
In this report a number of research projects are summarized that aimed at investigating the emotional effects of android robots.  ...  In particular, those robots are focused on that have been developed and are incessantly being improved by Hiroshi Ishiguro at both the Advanced Telecom-  ...  With such Geminoids his team tries to investigate the essential components of human-human multimodal interaction that let us believe that the other is indeed human.  ... 
doi:10.1007/s13218-011-0116-9 fatcat:zlornjenlvfadexsvubh3mbnq4

Affective Computing: A Review [chapter]

Jianhua Tao, Tieniu Tan
2005 Lecture Notes in Computer Science  
The paper is emphasized on the several issues involved implicitly in the whole interactive feedback loop. Various methods for each issue are discussed in order to examine the state of the art.  ...  Affective computing concerns multidisciplinary knowledge background such as psychology, cognitive, physiology and computer sciences.  ...  is directed at three little-understood aspects of service robots in society: the design and behavior of service robots; the ways that humans and robots interact; how service robots function as members  ... 
doi:10.1007/11573548_125 fatcat:xv45fttkovhsveeg7vjuizyzxm

Technical Challenges for Smooth Interaction With Seniors With Dementia: Lessons From Humanitude™

Hidenobu Sumioka, Masahiro Shiomi, Miwako Honda, Atsushi Nakazawa
2021 Frontiers in Robotics and AI  
Regardless of advances in elderly care techniques, since current social robots interact with seniors in the same manner as they do with younger adults, they lack several important functions.  ...  In this paper, we discuss the current challenges to develop a social robot that can smoothly interact with PwDs and overview the interaction skills used in Humanitude as well as the existing technologies  ...  Yves Gineste for helpful discussions and valuable comments on several points in the paper.  ... 
doi:10.3389/frobt.2021.650906 pmid:34150858 pmcid:PMC8207295 fatcat:ehsq2jdr3vg75kwlahtj4jc6k4

Editorial: Language Representation and Learning in Cognitive and Artificial Intelligence Systems

Massimo Esposito, Giovanni Luca Masala, Bruno Golosio, Angelo Cangelosi
2020 Frontiers in Robotics and AI  
Embodied architectures in robots should be able to learn in a similar way to humans through interaction with humans themselves and be capable of proactively adapting operating in the environment to find  ...  By means of two computational poetics studies, the author experimentally shows the ability of SentiArt to determine the emotion of text passages and to compute emotional figure profiles and personality  ...  Conflict of Interest: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.  ... 
doi:10.3389/frobt.2020.00069 pmid:33501236 pmcid:PMC7807395 fatcat:ue2g2s3sunfbtgij7ydfuvqfhy

"Good robot", "bad robot" —Analyzing users' feedback in a human-robot teaching task

Anja Austermann, Seiji Yamada
2008 RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication  
This paper describes an experimental study in which we analyze how users give multimodal positive and negative feedback by speech, gesture and touch when teaching easy game-tasks to a pet robot.  ...  The tasks are designed to allow the robot to freely explore and provoke human reward behavior.  ...  Although several implementations of multimodal systems for Human-Robot-Interaction can be found in literature [5] [7] little or no information exists on user preferences for natural, unrestricted multimodal  ... 
doi:10.1109/roman.2008.4600641 dblp:conf/ro-man/AustermannY08 fatcat:uw2xlt2efvfa7lnoadjsrbziz4

The humanoid museum tour guide Robotinho

Felix Faber, Maren Bennewitz, Clemens Eppner, Attila Gorog, Christoph Gonsior, Dominik Joho, Michael Schreiber, Sven Behnke
2009 RO-MAN 2009 - The 18th IEEE International Symposium on Robot and Human Interactive Communication  
Humanoid robots, on the other hand, offer a great potential for investigating intuitive, multimodal interaction between humans and machines.  ...  The multimodal interaction capabilities of Robotinho have been designed and enhanced according to the questionnaires filled out by the people who interacted with the robot at previous public demonstrations  ...  This application requires interacting with multiple persons, most of them inexperienced in the interaction with robots.  ... 
doi:10.1109/roman.2009.5326326 dblp:conf/ro-man/FaberBEGGJSB09 fatcat:wngz35iopvefhda4wuimkdzv7u

Exercising with an "Iron Man": Design for a Robot Exercise Coach for Persons with Dementia [article]

Martin Cooney, Jacob Pihl, Hanna Larsson, Abbas Orand, Eren Erdal Aksoy
2019 arXiv   pre-print
Socially assistive robots are increasingly being designed to interact with humans in various therapeutical scenarios.  ...  We present a design for a robot that can seek to help a PWD to conduct exercises by recognizing behaviors and providing feedback, in an online, multimodal, and engaging way.  ...  Acknowledgments We thank all those who kindly contributed help and thoughts!  ... 
arXiv:1909.12262v1 fatcat:brrpsjm36jhrvkdsxds6ewrvpm

Impression Preference Tendency Between a Cute Robot and a Cool Robot

2020 Journal of Japan Society for Fuzzy Theory and Intelligent Informatics  
Her current research interests include human-machine interactions, multimodal interactions, soft computing, and intelligent robotics.  ...  Keywords: robot expression style, impression analysis, human-robot interaction In human-human communication, people usually communicate directly with verbal factors; however, the hidden messages are conveyed  ... 
doi:10.3156/jsoft.32.2_686 fatcat:bfbbgzfcdbbtvexx36twly4gzi

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis [article]

Julio C. S. Jacques Junior, Yağmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andujar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera
2019 arXiv   pre-print
Personality analysis has been widely studied in psychology, neuropsychology, and signal processing fields, among others.  ...  Recent computer vision approaches are able to accurately analyze human faces, body postures and behaviors, and use these information to infer apparent personality traits.  ...  ACKNOWLEDGMENTS This project has been partially supported by granted Spanish Ministry projects TIN2016-74946-P, TIN2015-66951-C2-2-R and TIN2017-88515-C2-1-R.  ... 
arXiv:1804.08046v3 fatcat:bqsfh2vdcjgtveo5qnw5duppeq
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