NDLI: Analisando Diálogos para Classificação de Padrões Utilizando Redes Neurais Artificiais e Árvores de Decisão

Please wait, while we are loading the content...

Analisando Diálogos para Classificação de Padrões Utilizando Redes Neurais Artificiais e Árvores de Decisão

Content Provider	Semantic Scholar
Author	Vieira, Ana Cláudia H. Tedesco, Patrícia Timóteo, Aline Da Silva Lima, Allan Diego Silva
Copyright Year	2005
Abstract	Resumo: A maioria dos sistemas de educacao a distância apenas oferecem informacoes e repassam conhecimento aos alunos. Eles nao fornecem mecanismos de monitoramento para que os usuarios se interessem em utiliza-los. Foi criada, entao, uma ferramenta que monitora o dialogo dos usuarios, analisando as caracteristicas particulares das suas participacoes, e classifica-o do ponto de vista de aprendizagem. Para classificacao, foi utilizada uma arquitetura complementar de Redes Neurais Artificiais e Arvores de Decisao. Os resultados praticos alcancados mostraram ser possivel identificar os assuntos que despertam maior interesse dos alunos e os que causam mais duvidas, ajudando a melhorar o processo de ensino/aprendizagem. Abstract: Most distance educational systems only supply students with information and knowledge. They do not provide monitoring ways to make users interested in using them. So, It was developed a tool that monitors users dialogues, analyzing particular features of each person, and then classify the dialogue according to Its learning degree. As classifiers, It was used a complementary architecture of Artificial Neural Networks and Decision Trees. Practical results showed a true possibility of identifying the most interesting subjects for student and those harder to be understood. This helps the teaching/learning process.
File Format	PDF HTM / HTML
Alternate Webpage(s)	http://www.br-ie.org/pub/index.php/wie/article/download/853/839
Alternate Webpage(s)	https://doi.org/10.5753/cbie.wie.2005.%25p
Volume Number	1
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in