Data Semantic Extraction applied to the Higher Education Institutions
Resumo
In the context of architectures of Information Retrieval, this research aims on implementing a semantic extraction agent for higher education institutions Web environment, allowing information finding, storage, processing and retrieval, such as those from the Big Data context produced by several informational sources on the Internet, serving as a basis for the implementation of information environments for decision support. Using this method, it will be possible to verify that the agent and ontology proposal addresses this part and can play the role of a semantic level of the architecture.
Palavras-chave:
Semantic Data Extraction, Higher Education Institutions, Big Data, Information Retrieval
Referências
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Clark, D. (1999). “Mad cows, meta-thesaurus and meaning, IEEE Intelligent Systems”.
Davies, J.; Fensel, D. and Van Harmelen, F. (2003). “Towards The Semantic Web: Ontology-Driven Knowledge Management”, John Wiley & Sons Ltd.
Deters, J. I. and Adaime, S. F. (2003). “Um estudo comparativo dos sistemas de busca na web” (“A comparative study of search systems on the web”), Anais do V Encontro de Estudantes de Informática do Tocantins. Palmas, TO, 189-200.
Diana, M. and Gerosa, M. A (2010). “NOSQL na Web 2.0: Um Estudo Comparativo de Bancos Não-Relacionais para Armazenamento de Dados na Web 2.0” (“NoSQL Web 2.0: A Comparative Study of Non-Relational Data Storage Benches for Web 2.0”), São Paulo.
Douglas, L. (2012) "The Importance of ‘Big Data’: A Definition." Gartner (June 2012).
Falbo, R. D. A., Natali, A. C. C., Mian, P. G., Bertollo, G., & Ruy, F. B., (2003). “ODE: Ontology-based software Development Environment”. IX Congreso Argentino de Ciencias de la Computación, p. 1124-1135, La Plata, Argentina.
Fleisher, C. S. and Blenkhorn, D. L. (2001). “Managing Frontiers in Competitive Intelligence”. Greenwood Publishing Group.
Graham-Rowe, D. et. al. (2008). “Big data: science in the petabyte era”. Nature, 455, 1-50.
Gruber, T. R. (1995). “Towards Principles for a Design of Ontologies Used for Knowledge Sharing”, International Journal of Human and Computer Studies, 907-928.
Mizoguchi, R. (2003) “Tutorial on Ontological Engineering”. NEW GENERATION COMPUTING-TOKYO- 21.4, 363-364.
Noy, N. F. and McGuiness, D. L. (2001) “Ontology Development 101: A Guide to Creating Your First Ontology”.
Owl2Java. [retrieved: 03/14/2014].
Prescott, J. E. (1995). “The Evolution of Competitive Intelligence”, International Review of Strategic Management v. 6, 71-90.
Protégé Stanford University. [retrieved: 03/10/2014].
Silva, T. M. S. (2003) “Extração De Informação Para Busca Semântica Na Web Baseada Em Ontologias” (“Information Extraction for Semantic Search In Web Based On Ontology”), Florianópolis.
Wiesner, K. et al. (2008) “Recovery Mechanisms for Semantic Web Services”. DAIS 2008, LNCS 5053, pp. 100– 105.
Clark, D. (1999). “Mad cows, meta-thesaurus and meaning, IEEE Intelligent Systems”.
Davies, J.; Fensel, D. and Van Harmelen, F. (2003). “Towards The Semantic Web: Ontology-Driven Knowledge Management”, John Wiley & Sons Ltd.
Deters, J. I. and Adaime, S. F. (2003). “Um estudo comparativo dos sistemas de busca na web” (“A comparative study of search systems on the web”), Anais do V Encontro de Estudantes de Informática do Tocantins. Palmas, TO, 189-200.
Diana, M. and Gerosa, M. A (2010). “NOSQL na Web 2.0: Um Estudo Comparativo de Bancos Não-Relacionais para Armazenamento de Dados na Web 2.0” (“NoSQL Web 2.0: A Comparative Study of Non-Relational Data Storage Benches for Web 2.0”), São Paulo.
Douglas, L. (2012) "The Importance of ‘Big Data’: A Definition." Gartner (June 2012).
Falbo, R. D. A., Natali, A. C. C., Mian, P. G., Bertollo, G., & Ruy, F. B., (2003). “ODE: Ontology-based software Development Environment”. IX Congreso Argentino de Ciencias de la Computación, p. 1124-1135, La Plata, Argentina.
Fleisher, C. S. and Blenkhorn, D. L. (2001). “Managing Frontiers in Competitive Intelligence”. Greenwood Publishing Group.
Graham-Rowe, D. et. al. (2008). “Big data: science in the petabyte era”. Nature, 455, 1-50.
Gruber, T. R. (1995). “Towards Principles for a Design of Ontologies Used for Knowledge Sharing”, International Journal of Human and Computer Studies, 907-928.
Mizoguchi, R. (2003) “Tutorial on Ontological Engineering”. NEW GENERATION COMPUTING-TOKYO- 21.4, 363-364.
Noy, N. F. and McGuiness, D. L. (2001) “Ontology Development 101: A Guide to Creating Your First Ontology”.
Owl2Java. [retrieved: 03/14/2014].
Prescott, J. E. (1995). “The Evolution of Competitive Intelligence”, International Review of Strategic Management v. 6, 71-90.
Protégé Stanford University. [retrieved: 03/10/2014].
Silva, T. M. S. (2003) “Extração De Informação Para Busca Semântica Na Web Baseada Em Ontologias” (“Information Extraction for Semantic Search In Web Based On Ontology”), Florianópolis.
Wiesner, K. et al. (2008) “Recovery Mechanisms for Semantic Web Services”. DAIS 2008, LNCS 5053, pp. 100– 105.
Publicado
03/11/2014
Como Citar
CONEGLIAN, Caio Saraiva; FUSCO, Elvis; SANTARÉM SEGUNDO, José Eduardo.
Data Semantic Extraction applied to the Higher Education Institutions. In: SIMPÓSIO BRASILEIRO DE INFORMÁTICA NA EDUCAÇÃO (SBIE), 25. , 2014, Dourados/MS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2014
.
p. 367-376.
DOI: https://doi.org/10.5753/cbie.sbie.2014.367.
