Modelo de computação cognitiva para suporte as atividades educacionais em interações com ambientes inteligentes

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dc.contributor.advisorNotargiacomo, Pollyana Coelho da Silva
dc.contributor.advisor1Latteshttp://lattes.cnpq.br/5131975026612008por
dc.contributor.authorSantos, Fernão Reges dos
dc.creator.Latteshttp://lattes.cnpq.br/5150520898024319por
dc.date.accessioned2018-10-25T14:45:35Z
dc.date.accessioned2020-05-28T18:08:02Z
dc.date.available2020-05-28T18:08:02Z
dc.date.issued2018-08-23
dc.description.abstractThe evolution of models and systems that implement the concepts of Ubiquitous and Pervasive Computing, particularly in applications that integrates Context-Aware Computing and mobile computing for personal use, presents opportunities and challenges in the educational field. Parallel to this evolution and in a complementary way, the models of computational intelligence are established as important tools for Internet-based services (solutions that combine applications and services on demand) and support decision systems applying personification to access information in large volumes of data (Big Data platforms). From this scenario, this research proposes a computational model that combines different artificial intelligence methods to aid the personalization of the teaching process considering interaction in context sensitive computing environments. This computational model is, mainly, a proposal of computation with focus on the perspective of the student to participate of educational tasks in different places. As a central element to support the process of customization and adaptability of student interaction, this research presents a computational model that combines Artificial Neural Networks, Genetic Algorithms, Multiagent Systems and Context-Aware Computing. During the investigation of the dynamics of the computational model, an integration of the central model, a set of rules of the Multiagent System and an implementation of the proposed Architecture for Context- Aware Computing were elaborated. The cognitive structure was observed while using by a group of users in different locations. The observed results reinforce the dynamics proposed in this research as a viable model for personalization of interactions with intelligent environments.eng
dc.formatapplication/pdf*
dc.identifier.citationSANTOS, Fernão Reges dos. Modelo de computação cognitiva para suporte as atividades educacionais em interações com ambientes inteligentes. 2018. 155 f. Tese( Engenharia Elétrica) - Universidade Presbiteriana Mackenzie, São Paulo.por
dc.identifier.urihttp://dspace.mackenzie.br/handle/10899/24289
dc.keywordscontext-aware computingeng
dc.keywordsambient intelligenceeng
dc.keywordscognitive computingeng
dc.keywordsmultiagent systemseng
dc.keywordsartificial intelligenceeng
dc.languageporpor
dc.publisherUniversidade Presbiteriana Mackenziepor
dc.rightsAcesso Abertopor
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectcomputação sensível ao contextopor
dc.subjectambientes inteligentespor
dc.subjectsistemas multiagentespor
dc.subjectsistemas cognitivospor
dc.subjectinteligência artificialpor
dc.subject.cnpqCNPQ::ENGENHARIASpor
dc.subject.cnpqCNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAOpor
dc.thumbnail.urlhttp://tede.mackenzie.br/jspui/retrieve/17329/FERN%c3%83O%20REGES%20DOS%20SANTOS.pdf.jpg*
dc.titleModelo de computação cognitiva para suporte as atividades educacionais em interações com ambientes inteligentespor
dc.typeTesepor
local.contributor.board1Barbeta, Vagner Bernal
local.contributor.board1Latteshttp://lattes.cnpq.br/1655344003395482por
local.contributor.board2Rossi, Rogério
local.contributor.board2Latteshttp://lattes.cnpq.br/8288858124711928por
local.contributor.board3Lopes, Paulo Batista
local.contributor.board3Latteshttp://lattes.cnpq.br/1678715490240349por
local.contributor.board4Silva, Leandro Augusto da
local.contributor.board4Latteshttp://lattes.cnpq.br/1396385111251741por
local.publisher.countryBrasilpor
local.publisher.departmentFaculdade de Computação e Informática (FCI)por
local.publisher.initialsUPMpor
local.publisher.programEngenharia Elétricapor
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Engenharia Elétrica e Computação - Teses - EE Higienópolis