{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T07:14:05Z","timestamp":1766733245966},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540321408"},{"type":"electronic","value":"9783540321576"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11669487_45","type":"book-chapter","created":{"date-parts":[[2006,1,19]],"date-time":"2006-01-19T13:46:59Z","timestamp":1137678419000},"page":"506-517","source":"Crossref","is-referenced-by-count":8,"title":["The Impact of OCR Accuracy and Feature Transformation on Automatic Text Classification"],"prefix":"10.1007","author":[{"given":"Mayo","family":"Murata","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lazaro S. P.","family":"Busagala","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wataru","family":"Ohyama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tetsushi","family":"Wakabayashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fumitaka","family":"Kimura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"45_CR1","doi-asserted-by":"crossref","unstructured":"Ohta, M., Takasu, A., Adachi, J.: Retrieval Methods for English-Text with Missrecognized OCR Characters. In: Proceedings of the Fourth International Conference on Document Analysis and Recognition (ICDAR), Ulm, Germany, August 18-20, pp. 950\u2013956 (1997)","DOI":"10.1109\/ICDAR.1997.620651"},{"key":"45_CR2","doi-asserted-by":"crossref","unstructured":"Myka, A.: Measuring the Effects of OCR Errors on Similarity Linking. In: Proceedings of the Fourth International Conference on Document Analysis and Recognition (ICDAR), Ulm, Germany, August 18-20, pp. 968\u2013973 (1997)","DOI":"10.1109\/ICDAR.1997.620654"},{"key":"45_CR3","doi-asserted-by":"crossref","unstructured":"Zu, G., Murata, M., Ohyama, W., Wakabayashi, T., Kimura, F.: The impact of OCR accuracy on Automatic Text Categorization. In: Proceedings of Advanced Workshop Content Computing, pp. 403\u2013409 (2004)","DOI":"10.1007\/978-3-540-30483-8_49"},{"key":"45_CR4","unstructured":"Fukumoto, T., Wakabayashi, T., Kimura, F., Miyake, Y.: Accuracy Improvement of Handwritten Character Recognition By GLVQ. In: Proceedings of the Seventh International Workshop on Frontiers in Handwriting Recognition Proceedings(IWFHR VII), September 2000, pp. 271\u2013280 (2000)"},{"key":"45_CR5","doi-asserted-by":"crossref","unstructured":"Zu, G., Ohyama, W., Wakabayashi, T., Kimura, F.: Accuracy improvement of automatic text classification based on feature transformation. In: DocEng 2003 (ACM Symposium on Document Engineering 2003), Grenoble, France, November 20\u201322, pp. 118\u2013120 (2003)","DOI":"10.1145\/958220.958242"},{"key":"45_CR6","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM \u2013 A Library for Support Vector Machines, Version 2.33 (March 2002), http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm\/index.html"},{"key":"45_CR7","unstructured":"Library Digital Initiative Project Team, Harvad University Library: Measuring Search Retrieval Accuracy of uncorrected OCR: Findings from the Harvad-Radcliffe Online Historical Reference Shelf Digitization Project, A research report (August 2001), available at http:\/\/preserve.harvard.edu\/resources\/ocr_report.pdf"},{"key":"45_CR8","unstructured":"Bicknes, D.A.: Measuring the accuracy of the OCR in the Making of America. A research report (1998), available at http:\/\/www.hti.umich.edu\/m\/moagrp\/moaocr.html"},{"key":"45_CR9","doi-asserted-by":"crossref","unstructured":"Junker, M., Hoch, R.: An experimental evaluation of OCR text representations for learning document classifiers. International Journal on Document Analysis and Recognition, 116\u2013122 (1998)","DOI":"10.1007\/s100320050012"},{"key":"45_CR10","doi-asserted-by":"crossref","unstructured":"Frasconi, P., Soda, G., Vullo, A.: Text Categorization for Multi-page Documents: A Hybrid Na\u00efve Bayes HMM Approach. In: 1st ACM-IEEE Joint Conference on Digital Libraries(JCDL 2001), Roanoke Virginia (2001)","DOI":"10.1145\/379437.379440"},{"issue":"2\/3","key":"45_CR11","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1023\/A:1013681528748","volume":"18","author":"P. Frasconi","year":"2002","unstructured":"Frasconi, P., Soda, G., Vullo, A.: Hidden Markov Models for Text Categorization in Mult-page Documents. Journal of Intelligent Information Systems\u00a018(2\/3), 195\u2013217 (2002)","journal-title":"Journal of Intelligent Information Systems"},{"key":"45_CR12","doi-asserted-by":"crossref","unstructured":"Taghva, K., Nartker, T., Borsack, J., Lumos, S., Condit, A., Young, R.: Evaluating Text Categorization in the Presence of OCR Errors. In: Proceedings of the Symposium on Electronic Imaging Science and Technology, San Jose, CA, January 2001, pp. 68\u201374 (2001)","DOI":"10.1117\/12.410861"}],"container-title":["Lecture Notes in Computer Science","Document Analysis Systems VII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11669487_45.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,17]],"date-time":"2020-11-17T20:04:50Z","timestamp":1605643490000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11669487_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540321408","9783540321576"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/11669487_45","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}