{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T05:52:14Z","timestamp":1747806734863},"publisher-location":"Berlin, Heidelberg","reference-count":8,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540725749"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-72575-6_25","type":"book-chapter","created":{"date-parts":[[2007,8,7]],"date-time":"2007-08-07T08:52:04Z","timestamp":1186476724000},"page":"154-159","source":"Crossref","is-referenced-by-count":2,"title":["Improving Text Classification by Web Corpora"],"prefix":"10.1007","author":[{"given":"Rafael","family":"Guzm\u00e1n","sequence":"first","affiliation":[]},{"given":"Manuel","family":"Montes","sequence":"additional","affiliation":[]},{"given":"Paolo","family":"Rosso","sequence":"additional","affiliation":[]},{"given":"Luis","family":"Villase\u00f1or","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"25_CR1","unstructured":"Joachims, T.: Transductive inference for text classification using support vector machines. In: Sixteenth International Conference on Machine Learning (1999)"},{"key":"25_CR2","doi-asserted-by":"crossref","unstructured":"Kilgarriff, A., Greffenstette, G.: Introduction to the Special Issue on Web as Corpus. Computational Linguistics 29(3) (2003)","DOI":"10.1162\/089120103322711569"},{"key":"25_CR3","doi-asserted-by":"crossref","unstructured":"Nigam, K., et al.: Text classification from labeled and unlabeled documents using EM. Machine Learning\u00a039(2\/3) (2000)","DOI":"10.1023\/A:1007692713085"},{"key":"25_CR4","doi-asserted-by":"crossref","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. ACM Computing Surveys\u00a034(1) (2002)","DOI":"10.1145\/505282.505283"},{"key":"25_CR5","unstructured":"Seeger, M.: Learning with labeled and unlabeled data. Technical report, Institute for Adaptive and Neural Computation, University of Edinburgh, UK (2001)"},{"key":"25_CR6","unstructured":"Solorio, T.: Using unlabeled data to improve classifier accuracy. Master Degree Thesis, Computer Science Department, INAOE, Mexico (2002)"},{"key":"25_CR7","series-title":"Lecture Notes in Artificial Intelligence","volume-title":"Advances in Case-Based Reasoning","author":"S. Zelikovitz","year":"2002","unstructured":"Zelikovitz, S., Hirsh, H.: Integrating background knowledge into nearest-Neighbor text classification. In: Craw, S., Preece, A.D. (eds.) ECCBR 2002. LNCS (LNAI), vol.\u00a02416, Springer, Heidelberg (2002)"},{"key":"25_CR8","unstructured":"Zelikovitz, S., Kogan, M.: Using Web Searches on Important Words to Create Background Sets for LSI Classification. In: 19th FLAIRS conference, Florida, USA (2006)"}],"container-title":["Advances in Soft Computing","Advances in Intelligent Web Mastering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72575-6_25.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T05:02:17Z","timestamp":1605762137000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72575-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540725749"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72575-6_25","relation":{},"subject":[]}}