{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:43:40Z","timestamp":1725518620184},"publisher-location":"Berlin, Heidelberg","reference-count":34,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540859796"},{"type":"electronic","value":"9783540859802"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-85980-2_13","type":"book-chapter","created":{"date-parts":[[2008,9,6]],"date-time":"2008-09-06T04:12:39Z","timestamp":1220674359000},"page":"122-132","source":"Crossref","is-referenced-by-count":6,"title":["Combining Multiple Features for Automatic Text Summarization through Machine Learning"],"prefix":"10.1007","author":[{"given":"Daniel Saraiva","family":"Leite","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lucia Helena Machado","family":"Rino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1103\/RevModPhys.74.47","volume":"74","author":"R. Albert","year":"2002","unstructured":"Albert, R., Barab\u00e1si, A.L.: Statistical mechanics of complex networks. Rev. Mod. Phys.\u00a074, 47\u201397 (2002)","journal-title":"Rev. Mod. Phys."},{"key":"13_CR2","unstructured":"Antiqueira, L.: Development of Complex Networks Techniques for Extractive Automatic Sumarization. MSc. Dissertation. ICMC, USP (2007) (in Portuguese)"},{"key":"13_CR3","first-page":"111","volume-title":"Advances in Automatic Text Summarization","author":"R. Barzilay","year":"1999","unstructured":"Barzilay, R., Elhadad, M.: Using Lexical Chains for Text Summarization. In: Mani, I., Maybury, M.T. (eds.) Advances in Automatic Text Summarization, pp. 111\u2013121. MIT Press, Cambridge (1999)"},{"key":"13_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1007\/3-540-46648-7_9","volume-title":"Graph Drawing","author":"V. Batagelj","year":"1999","unstructured":"Batagelj, V., Zaversnik, M.: Partitioning approach to visualization of large networks. In: Kratochv\u00edl, J. (ed.) GD 1999. LNCS, vol.\u00a01731, pp. 90\u201398. Springer, Heidelberg (1999)"},{"key":"13_CR5","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1103\/PhysRevE.70.066111","volume":"70","author":"A. Clauset","year":"2004","unstructured":"Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E\u00a070, 66\u2013111 (2004)","journal-title":"Phys. Rev. E"},{"key":"13_CR6","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1140\/epjb\/e2006-00107-0","volume":"50","author":"L.F. Costa","year":"2006","unstructured":"Costa, L.F., da Rocha, L.E.C.: A generalized approach to complex networks. Eur. Phys. J. B\u00a050, 237\u2013242 (2006)","journal-title":"Eur. Phys. J. B"},{"key":"13_CR7","unstructured":"Costa, L.F., Kaiser, M., Hilgetag, C.: Beyond the average: detecting global singular nodes from local features in complex networks. Physics, 0607272 (2006a)"},{"key":"13_CR8","unstructured":"Costa, L.F., Rodrigues, F.A., Travieso, G., Villas Boas, P.R.: Characterization of complex networks: A survey of measurements. cond-mat\/0505185 (2006b)"},{"key":"13_CR9","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/321510.321519","volume":"16","author":"H.P. Edmundson","year":"1969","unstructured":"Edmundson, H.P.: New methods in automatic extracting. Journal of the Association for Computing Machinery\u00a016, 264\u2013285 (1969)","journal-title":"Journal of the Association for Computing Machinery"},{"key":"13_CR10","first-page":"359","volume-title":"Proc. of 17th International Conference on Machine Learning","author":"A.M. Hall","year":"2000","unstructured":"Hall, A.M.: Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning. In: Langley, P. (ed.) Proc. of 17th International Conference on Machine Learning, pp. 359\u2013366. Morgan Kaufmann, San Francisco (2000)"},{"key":"13_CR11","unstructured":"Hearst, M.A.: TextTiling: A Quantitative Approach to Discourse Segmentation. Technical Report 93\/24. University of California, Berkeley (1993)"},{"key":"13_CR12","unstructured":"John, G., Langley, P.: Estimating continuous distributions in Bayesian classifiers. In: Besnard, P., Hanks, S. (eds.) Proc. of the 11th Conference on Uncertainty in Artificial Intelligence, Quebec, Canada, pp. 338\u2013345 (1995)"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Kupiec, J., Pedersen, J., Chen, F.: A trainable document summarizer. In: Fox, E.A., Ingwersen, P., Fidel, R. (eds.) Proc. of the 18th ACM-SIGIR Conference on Research & Development in Information Retrieval, Seatlle, WA, pp. 68\u201373 (1995)","DOI":"10.1145\/215206.215333"},{"key":"13_CR14","series-title":"Lecture Notes in Artificial Intelligence","first-page":"205","volume-title":"Proc. of 16th Brazilian Symposium on Artificial Intelligence (SBIA 2002)","author":"J. Larocca Neto","year":"2002","unstructured":"Larocca Neto, J., Freitas, A.A., Kaestner, C.A.A.: Automatic text summarization using a machine learning approach. In: Bittencourt, G., Ramalho, G.L. (eds.) Proc. of 16th Brazilian Symposium on Artificial Intelligence (SBIA 2002). LNCS (LNAI), vol.\u00a02057, pp. 205\u2013215. Springer, Heidelberg (2002)"},{"key":"13_CR15","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/3-540-44399-1_31","volume-title":"Advances in Artificial Intelligence","author":"J. Larocca Neto","year":"2000","unstructured":"Larocca Neto, J., Santos, A.D., Kaestner, C.A.A., Freitas, A.A.: Generating Text Summaries through the Relative Importance of Topics. In: Monard, M.C., Sichman, J.S. (eds.) SBIA 2000 and IBERAMIA 2000. LNCS (LNAI), vol.\u00a01952, pp. 300\u2013309. Springer, Heidelberg (2000)"},{"key":"13_CR16","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1007\/11874850_32","volume-title":"Advances in Artificial Intelligence - IBERAMIA-SBIA 2006","author":"H.D. Lee","year":"2006","unstructured":"Lee, H.D., Monard, M.C., Wu, F.C.: A Fractal Dimension Based Filter Algorithm to Select Features for Supervised Learning. In: Sichman, J.S., Coelho, H., Rezende, S.O. (eds.) IBERAMIA 2006 and SBIA 2006. LNCS (LNAI), vol.\u00a04140, pp. 278\u2013288. Springer, Heidelberg (2006)"},{"key":"13_CR17","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1007\/11874850_50","volume-title":"Advances in Artificial Intelligence - IBERAMIA-SBIA 2006","author":"D.S. Leite","year":"2006","unstructured":"Leite, D.S., Rino, L.H.M.: Selecting a Feature Set to Summarize Texts in Brazilian Portuguese. In: Sichman, J.S., Coelho, H., Rezende, S.O. (eds.) IBERAMIA 2006 and SBIA 2006. LNCS (LNAI), vol.\u00a04140, pp. 462\u2013471. Springer, Heidelberg (2006)"},{"key":"13_CR18","unstructured":"Li, S., Ouyang, Y., Wang, W., Sun, B.: Multi-document Support Vector Regression. In: Proc. of Document Understanding Conference - DUC 2007, Rochester, NY (2007)"},{"key":"13_CR19","doi-asserted-by":"crossref","unstructured":"Lin, C., Hovy, E.H.: Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics. In: Proceedings of Language Technology Conference (HLT-NAACL 2003), Edmonton, Canada (2003)","DOI":"10.3115\/1073445.1073465"},{"key":"13_CR20","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1147\/rd.22.0159","volume":"2","author":"H. Luhn","year":"1958","unstructured":"Luhn, H.: The automatic creation of literature abstracts. IBM Journal of Research and Development\u00a02, 159\u2013165 (1958)","journal-title":"IBM Journal of Research and Development"},{"key":"13_CR21","volume-title":"Advances in Automatic Text Summarization","author":"I. Mani","year":"1999","unstructured":"Mani, I., Maybury, M.T.: Advances in Automatic Text Summarization. MIT Press, Cambridge (1999)"},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"Mani, I.: Automatic Summarization. John Benjamin\u2019s Publishing Company (2001)","DOI":"10.1075\/nlp.3"},{"key":"13_CR23","doi-asserted-by":"crossref","unstructured":"Mihalcea, R.: Language Independent Extractive Summarization. In: Proc. of the 43th Annual Meeting of the Association for Computational Linguistics, Companion Volume (ACL 2005), Ann Arbor, MI (June 2005)","DOI":"10.3115\/1225753.1225766"},{"issue":"4","key":"13_CR24","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1093\/ijl\/3.4.235","volume":"3","author":"G.A. Miller","year":"1990","unstructured":"Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.: Introduction to WordNet: An On-line Lexical Database. International Journal of Lexicography\u00a03(4), 235\u2013244 (1990)","journal-title":"International Journal of Lexicography"},{"key":"13_CR25","volume-title":"Machine Learning","author":"T.M. Mitchel","year":"1997","unstructured":"Mitchel, T.M.: Machine Learning. McGraw Hill, New York (1997)"},{"key":"13_CR26","unstructured":"Pardo, T.A.S., Rino, L.H.M.: TeM\u00e1rio: A corpus for automatic text summarization (in Portuguese). NILC Tech. Report NILC-TR-03-09 (2003)"},{"key":"13_CR27","volume-title":"C4.5 Programs for machine learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5 Programs for machine learning. Morgan-Kaufman, San Mateo (1993)"},{"key":"13_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1007\/978-3-540-30228-5_37","volume-title":"Advances in Natural Language Processing","author":"L.H.M. Rino","year":"2004","unstructured":"Rino, L.H.M., M\u00f3dolo, M.: SuPor: An environment for AS of texts in Brazilian Portuguese. In: Vicedo, J.L., Mart\u00ednez-Barco, P., Mu\u00f1oz, R., et al. (eds.) Advances in Natural Language Processing. LNCS, vol.\u00a03230, pp. 419\u2013430. Springer, Heidelberg (2004)"},{"key":"13_CR29","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1007\/978-3-540-28645-5_24","volume-title":"Advances in Artificial Intelligence \u2013 SBIA 2004","author":"L.H.M. Rino","year":"2004","unstructured":"Rino, L.H.M., Pardo, T.A.S., Silla Junior, C.N., Kaestner, C.A.A., Pombo, M.: A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese. In: Bazzan, A.L.C., Labidi, S. (eds.) SBIA 2004. LNCS (LNAI), vol.\u00a03171, pp. 235\u2013244. Springer, Heidelberg (2004)"},{"key":"13_CR30","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/S0306-4573(96)00062-3","volume":"33","author":"G. Salton","year":"1997","unstructured":"Salton, G., Singhal, A., Mitra, M., Buckley, C.: Automatic Text Structuring and Summarization. Information Processing & Management\u00a033, 193\u2013207 (1997)","journal-title":"Information Processing & Management"},{"key":"13_CR31","unstructured":"Skorochod\u2019ko, E.F.: Adaptive method of automatic abstracting and indexing. In: Freiman, C.V. (ed.) Proceedings of the IFIP Congress, vol.\u00a071, pp. 1179\u20131182 (1971)"},{"key":"13_CR32","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"V. Vapnik","year":"1995","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer, Heidelberg (1995)"},{"key":"13_CR33","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1038\/30918","volume":"393","author":"D.J. Watts","year":"1998","unstructured":"Watts, D.J., Strogatz, S.H.: Collective dynamics of \u2018small-world\u2019 networks. Nature\u00a0393, 440\u2013442 (1998)","journal-title":"Nature"},{"key":"13_CR34","volume-title":"Data Mining: Practical machine learning tools and techniques","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"}],"container-title":["Lecture Notes in Computer Science","Computational Processing of the Portuguese Language"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-85980-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,3]],"date-time":"2019-03-03T07:30:31Z","timestamp":1551598231000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-85980-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540859796","9783540859802"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-85980-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}