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Modelling an Intelligent Interaction System for Increasing the Level of Attention [chapter]

Dalila Durães, David Castro, Javier Bajo, Paulo Novais
2017 Advances in Intelligent Systems and Computing  
However in this environment not all the students can be attentive. In this research an Ambient Intelligent System has been designed using biometrics behaviors for detecting learner inattentiveness.  ...  The learning attentiveness of a student can be determined precisely and the teacher has access to these results and might improve news strategies.  ...  Acknowledgements This work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT -Fundação para a Ciência e Tecnologia within the Project Scope: UID/CEC/00319/2013.  ... 
doi:10.1007/978-3-319-61118-1_26 fatcat:n6ahl7a5cfdcxnawugczurjcgy

Levels of Interaction (LoI): A Model for Scaffolding Learner Engagement in an Immersive Environment [chapter]

David Panzoli, Adam Qureshi, Ian Dunwell, Panagiotis Petridis, Sara de Freitas, Genaro Rebolledo-Mendez
2010 Lecture Notes in Computer Science  
In this paper we present a theoretical framework describing an original method for the design of intelligent tutoring environments, building upon the notion of shared attention to scaffold learner engagement  ...  within the context of a virtual model of the ancient city of Rome.  ...  This allows greater potential for increased interaction, characterised by the number of prerequisites (of joint attention) also increasing, up to the point of actual joint attention at the dialogue level  ... 
doi:10.1007/978-3-642-13437-1_81 fatcat:kswe63aarbfwtbauwtpgzqyzre

Design of a Virtual Assistant to Improve Interaction Between the Audience and the Presenter

S. Cobos-Guzman, S. Nuere, L. De Miguel, C. König
2021 International Journal of Interactive Multimedia and Artificial Intelligence  
The main goal of the proposed model is the design of a framework of interaction to increase the level of attention of the public in key aspects of the presentation.  ...  computing and reinforcement learning to teach the intelligent agent to decide on the best strategy to increase the level of attention of the audience.  ...  Acknowledgment We would like to acknowledge Gema Fernández-Blanco Martín for her contribution on the psychological analysis of the survey results.  ... 
doi:10.9781/ijimai.2021.08.017 fatcat:kkzu4hk3tba4vplrunc7alow6y

Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects [article]

Bing Wei, Yudi Zhao, Kuangrong Hao, Lei Gao
2021 arXiv   pre-print
Then, some points of view about the prospects of the visual perception computational models are presented.  ...  Computational models inspired by visual perception have the characteristics of complexity and diversity, as they come from many subjects such as cognition science, information science, and artificial intelligence  ...  A Second direction is to increase the robustness ability of visual perception computational models.  ... 
arXiv:2109.03391v1 fatcat:xtgda2x6azd2laun45tqfj77gi

StackReader: An RNN-Free Reading Comprehension Model

Yibo Jiang, Zhou Zhao
2018 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
Machine comprehension of text is the problem to answer a query based on a given context. Many existing systems use RNN-based units for contextual modeling linked with some attention mechanisms.  ...  This simple model is based solely on attention mechanism and gated convolutional neural network.  ...  The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) The interactive attention layer basically consists of multihead attention and gated linear unit (GLU).  ... 
doi:10.1609/aaai.v32i1.12169 fatcat:v6d5btkw7fharekfuk3bi4vqzq

Social Neuro AI: Social Interaction as the "Dark Matter" of AI

Samuele Bolotta, Guillaume Dumas
2022 Frontiers in Computer Science  
We thus argue that social interactions not only are largely unexplored in this field but also are an essential element of advanced cognitive ability, and therefore constitute metaphorically the "dark matter  ...  In the first section, we discuss how social learning plays a key role in the development of intelligence.  ...  It was then proposed that an attention schema might also be used for social cognition, giving rise to an overlap between modeling one's own attention and modeling others' attention.  ... 
doi:10.3389/fcomp.2022.846440 fatcat:chmdlrbdivbjzbobrrf7r4swza

Thematic issue on human-centred ambient intelligence: Cognitive approaches, reasoning and learning

Zoe Falomir, Juan A. Ortega, Natividad Martínez, Hans Guesguen, Zoe Falomir, Juan A. Ortega, Natividad Martínez, Hans Guesguen
2017 Journal of Ambient Intelligence and Smart Environments  
This editorial presents advances on Human-centred Ambient Intelligence applications which take into account cognitive issues when modelling users (i.e. stress, attention disorders), and learn users' activities  ...  These papers also show AmI applications in health and education, which make them even more valuable for the general society.  ...  Acknowledgements Zoe Falomir acknowledges the support of the project Cognitive Qualitative Descriptions and Applications 1 (CogQDA) funded by the University of Bremen.  ... 
doi:10.3233/ais-170449 fatcat:gq3cic2shjgtdhkxyi2ebmue2a

Beliefs and environmental behavior: The moderating effect of emotional intelligence

Maria Carmen Aguilar-Luzón, Antonia Calvo-Salguero, Jose Maria Salinas
2014 Scandinavian Journal of Psychology  
The results show the interaction effects of the system of environmental beliefs and the dimensions of emotional intelligence on glass recycling attitudes, intentions and behavior.  ...  In this study, we have included an aspect in our analysis that has been rarely touched upon until now, that is, the intelligent use of emotions as a possible component of pro-environmental behavior.  ...  intelligence on the system of environmental beliefs.  ... 
doi:10.1111/sjop.12160 pmid:25274540 fatcat:iu5sozu3nnbprma5fgldaax5sa

Humanoid robots: a new kind of tool

B. Adams, C. Breazeal, R.A. Brooks, B. Scassellati
2000 IEEE Intelligent Systems and their Applications  
contact, the motivation system increases the weight of the face-detector feature.  ...  He is an IEEE member and a fellow of both the American Association for Artificial Intelligence and American Association for the Advancement of Science.  ... 
doi:10.1109/5254.867909 fatcat:3thia4yrfrhlzaj25vylvs5ylu

THE EMOTION INTENSITY BASED ROBUST ADAPTATION MODEL IN INTERACTIVE GAME

P. Ravindra DE SILVA, Ajith. P. MADURAPPERUMA, Stephen G. LAMBACHER, Minetada OSANO
2006 Kansei Engineering International  
In the system, an autonomus/intelligent agent tries to change the game level according to a child's intensity of emotion for the purpose of encouraging the child to express his/her emotion.  ...  This autonomus/intelligent agent uses a robust adaptation model based on the intensity of the child's emotions.  ...  In the current system, an autonomous/intelligent agent is responsible for controlling the game according to the intensity of a child's emotions.  ... 
doi:10.5057/kei.6.4_1 fatcat:ljoe3gjlafhkrem5zskpmdfebq

Building an effective model of intelligent entrepreneurship development in digital economy

Halyna Ostrovska, Halyna Tsikh, Iryna Strutynska, Iryna Kinash, Olha Pietukhova, Оlena Golovnya, Natalia Shehynska
2021 Eastern-European Journal of Enterprise Technologies  
It has been proven that in modern conditions the most promising for national economies is the transition to open innovation models.  ...  It is noted that the development and effective use of intelligent potential are due to the need to increase the efficiency of innovation, science, and education systems, which ensures the economic growth  ...  Formation of a management system for the advanced reproduction of the latest knowledge of intelligent entrepreneurship Intelligent entrepreneurship is understood as an open interaction of its subjects  ... 
doi:10.15587/1729-4061.2021.244916 fatcat:dovtghvgeneatnnbdxcusrnvee

Social Neuro AI: Social Interaction as the "dark matter" of AI [article]

Samuele Bolotta, Guillaume Dumas
2022 arXiv   pre-print
We thus argue that social interactions not only are largely unexplored in this field but also are an essential element of advanced cognitive ability, and therefore constitute metaphorically the dark matter  ...  In the first section, we discuss how social learning plays a key role in the development of intelligence.  ...  It was then proposed that an attention schema might also be used for social cognition, giving rise to an overlap between modelling one's own attention and modelling others' attention.  ... 
arXiv:2112.15459v3 fatcat:ofcmawor2vdxhl5k3sqpaxxhbm

Context and attention in activity-based intelligent systems

Saurabh Mittal, Bernard P. Zeigler, R. Castro, A. Muzy, L. Capocchi
2014 ITM Web of Conferences  
The activity manifested by the resource-constrained agents can be captured towards engineering an intelligent system capable of switching attention.  ...  A new class of artificial systems known as Resource-constrained Complex Intelligent Dynamical Systems (RCIDS) aim to capture this agent behavior and how these agents switch their attention from one object  ...  A strong emergent phenomena is an observer phenomena at a higher level of systems specification and the observed system must incorporate it to be a true model of a real system.  ... 
doi:10.1051/itmconf/20140303001 fatcat:anqq5gdjird35e4gonmmdworsq

Evaluating the Effect of Saliency Detection and Attention Manipulation in Human-Robot Interaction

Guido Schillaci, Saša Bodiroža, Verena Vanessa Hafner
2012 International Journal of Social Robotics  
By creating a saliency based attentional model combined with a robot ego-sphere and by adopting attention manipulation skills, the robot can engage in an interaction with a human and start an interaction  ...  Finally, multi-modal interaction (through arm and head movements) increased the level of interactiveness perceived by participants.  ...  Acknowledgements The authors would like to thank all the participants of the tests, Annika Dix, Bruno Lara, Lenka Drazanová, Jovana Dacković and Romy Frömer for their help with the statistical analysis  ... 
doi:10.1007/s12369-012-0174-7 fatcat:k2csvctdsbajnbcn4ml3ffkcdy

Industrial processing water for an increased output using control intelligent Agent

Ngang Bassey Ngang, Akaninyene Michael Joshua, Bakare Kazeem, Ugwu Kevin Ikechukwu
2021 Zenodo  
a model of the water management process to increase production using an intelligent agent.  ...  The result is an increased level of performance where the intelligent agent that was used is concerned  ...  an industrial manufacturing water system: System without Intelligent agent for increased output 3.5 Designed a model with intelligent agent for increased output: Designed model for Industrial processing  ... 
doi:10.5281/zenodo.5070521 fatcat:p4cwhobc4naifgqe7fi6wdqvti
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