Sistema Tutor Inteligente PAT2Math: Proposta de Arquitetura Multiagente
Resumo
As the development of an Intelligent Tutor System (ITS) is a quite complex, it should be modularized for its complexity reduction and better problem comprehension. A multi-agent approach has been applied in the conception of ITSs, as it allows to share specific roles in specialised agents. In this way, this article presents the analysis process steps of the ITS PAT2Math architecture, that was built under a multi-agent approach. This architecture was projected following the Prometheus Methodology.
Palavras-chave:
Multi-Agent System, Intelligent Tutoring Systems, Affective Computing
Referências
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John R. Anderson. General principles for an intelligent tutoring architecture. Cognitive Approaches to Automated Instruction, 1992.
Fabio Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE. wiley, 2007.
Cui Guangzuo. Ontoedu:ontology-based eucation grid system for e-learning. FIFTH AGRICULTURAL ONTOLOGY SERVICE (AOS) WORKSHOP, 2004.
Elie Jacob. Ontologies and the semantic web. Bulletin of the American Society for Information Science and Technology, 29:19, 22, 2003.
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Patrícia Augustin Jaques. Avaliando um modelo afetivo de aluno baseado em uma abordagem cognitiva. SBIE, 2008, Fortaleza - CDROM., 2008.
Patrícia Augustin Jaques, Matheus Lehmann, and Sylvie Pesty. Evaluating the affective tactics of an emotional pedagogical agent. In ACM-SAC ’09, pages 104–109, NY, USA, 2009. ACM.
Erica Melis and Jörg Siekmann. Activemath: An intelligent tutor system for mathematics. Seventh International Conference Artificial Intelligence and Soft Computing, 2004.
Gabriel Mello, Talvany Carlotto, Geiseane Rubi, Henrique M. Seffrin, and Patrícia A. Jaques. Implementando o agente de base de domínio so sistema tutor inteligente pat2math. XIII Ciclo de Palestras sobre Novas Tecnologias na Educação, 2009, Porto Alegre., 2009.
Jean-Peirre Müller and Yves Demazeu. Descentralized artificial intelligence. European Workshop on Modelling Autonomous Agents in a Multi-Agent World, 1, 1989, Cambridge. North-Holland: Elselvier Science Publishers, 1990.
Tom Murray. Authoring intelligent tutoring systems: An analysis of the state of the art. International Journal of Artificial Intelligence in Education, 1999.
Eduardo Oliveira and Patrícia Augustin Jaques. Inferindo as emoções do usuário pela face através de um sistema psicológico de codificação facial. IHC, 2008, POA : SBC/ACM, 2008.
James Ong and Sowmya Ramachandram. Intelligent tutoring systems: Using ai to improve training performance and roi. Stottle Henke Publications, 2003.
Lin Padgham and Michael Winikoff. The prometheus metodology. April 2004.
Henrique M. Seffrin, Geiseane Rubi, Talvany Carlotto, Gabriel Mello, and Patrícia A. Jaques. Um resolvedor de equações algébricas como ferramenta de apoio à sala de aula no ensino de equações algébricas. WIE - CSBC, 2009, Bento Gonçalves., pages 1791–1800, 2009.
Yoav Shoam. An overview of agent-oriented programming. Software Agents. Menlo Park: AAAI Press/The IT Press, pages 271–290, 1997.
Jaime Simão Sichman, Yves Demazeu, and Olivier Boissier. How can knowledge-based systems be called agents? SBIA, 9, 1992, Rio de Janeiro. Anais... RJ: PUC-RJ, pages 173–185, 1992.
Marina V. Sokolova and Antonio Fernández-Caballero. Modeling and implementing an agentbased environmental health impact decision support system. Expert Syst. Appl., 36(2):2603–2614, 2009.
Carsten Ullrich. C. ullrich. Proceedings of Workshop on Applications of Semantic Web Technologies for E-learning, SW-EL’04, pages 17,23, 2004.
John R. Anderson. General principles for an intelligent tutoring architecture. Cognitive Approaches to Automated Instruction, 1992.
Fabio Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE. wiley, 2007.
Cui Guangzuo. Ontoedu:ontology-based eucation grid system for e-learning. FIFTH AGRICULTURAL ONTOLOGY SERVICE (AOS) WORKSHOP, 2004.
Elie Jacob. Ontologies and the semantic web. Bulletin of the American Society for Information Science and Technology, 29:19, 22, 2003.
JADE. Introduction to JADE. [link], acessado em agosto de 2009, Setembro 2009.
Patrícia Augustin Jaques. Avaliando um modelo afetivo de aluno baseado em uma abordagem cognitiva. SBIE, 2008, Fortaleza - CDROM., 2008.
Patrícia Augustin Jaques, Matheus Lehmann, and Sylvie Pesty. Evaluating the affective tactics of an emotional pedagogical agent. In ACM-SAC ’09, pages 104–109, NY, USA, 2009. ACM.
Erica Melis and Jörg Siekmann. Activemath: An intelligent tutor system for mathematics. Seventh International Conference Artificial Intelligence and Soft Computing, 2004.
Gabriel Mello, Talvany Carlotto, Geiseane Rubi, Henrique M. Seffrin, and Patrícia A. Jaques. Implementando o agente de base de domínio so sistema tutor inteligente pat2math. XIII Ciclo de Palestras sobre Novas Tecnologias na Educação, 2009, Porto Alegre., 2009.
Jean-Peirre Müller and Yves Demazeu. Descentralized artificial intelligence. European Workshop on Modelling Autonomous Agents in a Multi-Agent World, 1, 1989, Cambridge. North-Holland: Elselvier Science Publishers, 1990.
Tom Murray. Authoring intelligent tutoring systems: An analysis of the state of the art. International Journal of Artificial Intelligence in Education, 1999.
Eduardo Oliveira and Patrícia Augustin Jaques. Inferindo as emoções do usuário pela face através de um sistema psicológico de codificação facial. IHC, 2008, POA : SBC/ACM, 2008.
James Ong and Sowmya Ramachandram. Intelligent tutoring systems: Using ai to improve training performance and roi. Stottle Henke Publications, 2003.
Lin Padgham and Michael Winikoff. The prometheus metodology. April 2004.
Henrique M. Seffrin, Geiseane Rubi, Talvany Carlotto, Gabriel Mello, and Patrícia A. Jaques. Um resolvedor de equações algébricas como ferramenta de apoio à sala de aula no ensino de equações algébricas. WIE - CSBC, 2009, Bento Gonçalves., pages 1791–1800, 2009.
Yoav Shoam. An overview of agent-oriented programming. Software Agents. Menlo Park: AAAI Press/The IT Press, pages 271–290, 1997.
Jaime Simão Sichman, Yves Demazeu, and Olivier Boissier. How can knowledge-based systems be called agents? SBIA, 9, 1992, Rio de Janeiro. Anais... RJ: PUC-RJ, pages 173–185, 1992.
Marina V. Sokolova and Antonio Fernández-Caballero. Modeling and implementing an agentbased environmental health impact decision support system. Expert Syst. Appl., 36(2):2603–2614, 2009.
Carsten Ullrich. C. ullrich. Proceedings of Workshop on Applications of Semantic Web Technologies for E-learning, SW-EL’04, pages 17,23, 2004.
Publicado
19/04/2010
Como Citar
DAMASCENO, Fábio R.; CRUZ, Anderson da; JAQUES, Patrícia A..
Sistema Tutor Inteligente PAT2Math: Proposta de Arquitetura Multiagente. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 4. , 2010, Rio Grande/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2010
.
p. 22-31.
ISSN 2326-5434.
DOI: https://doi.org/10.5753/wesaac.2010.33050.
