dc.creator | Orru T. | |
dc.creator | Rosa J.L.G. | |
dc.creator | De Andrade Netto M.L. | |
dc.date | 2006 | |
dc.date | 2015-06-30T18:12:42Z | |
dc.date | 2015-11-26T14:27:29Z | |
dc.date | 2015-06-30T18:12:42Z | |
dc.date | 2015-11-26T14:27:29Z | |
dc.date.accessioned | 2018-03-28T21:30:37Z | |
dc.date.available | 2018-03-28T21:30:37Z | |
dc.identifier | 3540340459; 9783540340454 | |
dc.identifier | Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics). , v. 3960 LNAI, n. , p. 11 - 20, 2006. | |
dc.identifier | 3029743 | |
dc.identifier | | |
dc.identifier | http://www.scopus.com/inward/record.url?eid=2-s2.0-33745826961&partnerID=40&md5=110b2b9374d3c44a319ec436062b2d74 | |
dc.identifier | http://www.repositorio.unicamp.br/handle/REPOSIP/103514 | |
dc.identifier | http://repositorio.unicamp.br/jspui/handle/REPOSIP/103514 | |
dc.identifier | 2-s2.0-33745826961 | |
dc.identifier.uri | http://repositorioslatinoamericanos.uchile.cl/handle/2250/1246353 | |
dc.description | An implementation of a computational tool to generate new summaries from new source texts in Portuguese language, by means of connectionist approach (artificial neural networks) is presented. Among other contributions that this work intends to bring to natural language processing research, the employment of more biologically plausible connectionist architecture and training for automatic summarization is emphasized. The choice relies on the expectation that it may lead to an increase in computational efficiency when compared to the so-called biologically implausible algorithms. © Springer-Verlag Berlin Heidelberg 2006. | |
dc.description | 3960 LNAI | |
dc.description | | |
dc.description | 11 | |
dc.description | 20 | |
dc.description | Mani, L., Maybury, M.T., (1999) Advances in Automatic Text Summarization, , MIT Press, Cambridge, MA, USA | |
dc.description | Mani, I., (2001) Automatic Summarization, , John Benjamins Pub., Amsterdam | |
dc.description | Aretoulaki, M., (1996) COSY-MATS: A Hybrid Connectionist-Symbolic Approach to the Pragmatic Analysis of Texts for Their Automatic Summarisation, , PhD thesis, Univ. of Manchester | |
dc.description | Haykin, S., (1999) Neural Networks: A Comprehensive Foundation. 2 Edn., , Prentice Hall, Upper Saddle River, New Jersey, USA | |
dc.description | Pardo, T.A.S., Rino, L.H.M., Nunes, M.G.V., (2003) NeuralSumm: Uma Abordagem Conexionista Para a Sumarizacão Automática de Textos, 1, pp. 1-10. , Anais do IV Encontro Nacional de Inteligência Artificial - ENIA2003. Campinas, São Paulo, Brazil | |
dc.description | Pardo, T.A.S., Rino, L.H.M., Nunes, M.G.V., GistSumm: A summarization tool based on a new extractive method (2002) 6th Workshop on Computational Processing of the Portuguese Language, 6, pp. 210-218 | |
dc.description | Van Rijsbergen, C.J., (1979) Information Retrieval. 2 Edn., , Butterworth, London, England | |
dc.description | O'Reilly, R.C., Munakata, Y., Computational explorations in cognitive neuro-science - Understanding the mind by simulating the brain (2000) A Bradford Book, , The MIT Press, Cambridge, Massachusetts, USA | |
dc.description | Kandel, E.R., Schwartz, J.H., Jessell, T.M., Essential of neural science and behavior (1995) Appleton and Lange, , Stanford, Connecticut, USA | |
dc.description | Rosa, J.L.G., A biologically inspired connectionist system for natural language processing (2002) Proc. of the 2002 VII Brazilian Symposium on Neural Networks - SBRN2002, pp. 243-248. , Recife, Brazil, IEEE Computer Society Press | |
dc.description | O'Reilly, R.C., Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm (1996) Neural Computation, 8 (5), pp. 895-938 | |
dc.description | Rumelhart, D.E., Hinton, G.E., Williams, R.J., Learning internal representations by error propagation (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition, 1, pp. 318-362. , Rumelhart, D.E., McClelland, J.L., eds.: A Bradford Book, MIT Press | |
dc.description | Pardo, T.A.S., Rino, L.H.M., TeMário: Um corpus para sumarizacão automática de textos (2003) Technical Report, NILCTR-03-09 - ICMC-USP. , São Carlos, São Paulo, Brazil | |
dc.description | Salton, G., (1989) Automatic Text Processing - The Transformation, Analysis, and Retrieval of Information by Computer, , Addison-Wesley | |
dc.description | Witten, I.H., Moffat, A., Bell, T.C., (1994) Managing Gigabytes, , Van Nostrand Reinhold, New York, NY, USA | |
dc.description | Kupiec, J., Pedersen, J., Chen, F., A trainable document summarizer (1995) ACM SIGIR, 1, pp. 68-73 | |
dc.description | Jurafsky, D., Martin, J.H., Speech and language processing: An introduction to natural language processing (2000) Computational Linguistics, and Speech Recognition, , Prentice Hall | |
dc.description | Baxendale, P.B., Machine-made index for technical literature: An experiment (1958) IBM Journal of Research and Development, 2, pp. 354-365 | |
dc.description | Black, W.J., Johnson, F.C., A practical evaluation of two rule-based automatic abstraction techniques (1988) Expert Systems for Information Management, 1 (3), pp. 159-177 | |
dc.description | Larocca, J.N., Santos, A.D., Kaestner, C.A.A., Freitas, A.A., Generating text summaries through the relative importance of topics (2000) Proc. of the Intl. Joint Conf. 7th. Ibero-American Conf. on AI - 15th. Brazilian Symposium on AI - IBERAMIA-SBIA 2000, 1952, pp. 301-309. , Monard, M.C., Sichman, J.S., eds.: Lecture Notes in Computer Science - Advances in Artificial Intelligence, São Paulo, Brazil, Springer-Verlag Heidelberg | |
dc.description | Paice, C.D., The automatic generation of literature abstracts: An approach based on the identification of self-indicating phrases (1981) Proc. of the 3rd Annual ACM Conf. on Research and Development in Information Retrieval, pp. 172-191. , Cambridge, England, Butterworth | |
dc.description | Rino, L.H.M., Pardo Jr., T.A.S., S., C.N., Kaestner, C.A.A., Pombo, M., A comparison of automatic summarization systems for brazilian portuguese texts (2004) Proc. of the XVII Brazilian Symposium on Artificial Intelligence - SBIA2004, pp. 235-244. , São Luís, Maranhāo, Brazil | |
dc.description | Modolo, M., (2003) SUPOR: Um Ambiente Para A Exploracāo de Métodos Extrativos Para A Sumarizacão Automática de Textos em Português, , PhD thesis, Computing Department - UFSCar, São Carlos, São Paulo, Brazil | |
dc.description | Larocca, J.N., Freitas, A.A., Kaestner, C.A.A., Automatic text summarization using a machine learning approach (2002) Proc. of the 16th Brazilian Symposium on Artificial Intelligence, pp. 205-215. , Porto de Galinhas, Pernambuco, Brazil | |
dc.language | en | |
dc.publisher | | |
dc.relation | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
dc.rights | fechado | |
dc.source | Scopus | |
dc.title | Sabio: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks In A More Biologically Plausible Model | |
dc.type | Actas de congresos | |