[ { "key": "E6RTTNF4", "version": 342, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/E6RTTNF4", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/E6RTTNF4", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Yalniz and Manmatha", "parsedDate": "2011", "numChildren": 0 }, "data": { "key": "E6RTTNF4", "version": 342, "itemType": "conferencePaper", "title": "A fast alignment scheme for automatic OCR evaluation of books", "creators": [ { "creatorType": "author", "firstName": "I. Z.", "lastName": "Yalniz" }, { "creatorType": "author", "firstName": "R.", "lastName": "Manmatha" } ], "abstractNote": "", "proceedingsTitle": "Document Analysis and Recognition (ICDAR), 2011 International Conference on", "conferenceName": "", "publisher": "", "place": "", "date": "2011", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "754–758", "series": "", "seriesNumber": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6065412", "accessDate": "2013-02-05T21:57:44Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "Google Scholar", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "DB878TJX" ], "relations": {}, "dateAdded": "2013-02-05T22:05:37Z", "dateModified": "2015-12-21T20:34:46Z" } }, { "key": "RCQCT5S5", "version": 342, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, 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"ISSN": "2055-7671, 2055-768X", "archive": "", "archiveLocation": "", "shortTitle": "Navigating the Storm", "language": "en", "libraryCatalog": "CrossRef", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "WM694AND" ], "relations": {}, "dateAdded": "2015-12-17T17:07:28Z", "dateModified": "2015-12-17T17:07:28Z" } }, { "key": "HC5S4C5D", "version": 343, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/HC5S4C5D", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/HC5S4C5D", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Mandell et al.", "numChildren": 0 }, "data": { "key": "HC5S4C5D", "version": 343, "itemType": "journalArticle", "title": "Navigating the storm: IMPACT, eMOP, and agile steering standards", "creators": [ { "creatorType": "author", "firstName": "Laura", "lastName": "Mandell" }, { "creatorType": "author", "firstName": "Clemens", "lastName": "Neudecker" }, { "creatorType": "author", "firstName": "Apostolos", "lastName": "Antonacopoulos" }, { "creatorType": "author", "firstName": "Elizabeth", "lastName": "Grumbach" }, { "creatorType": "author", "firstName": "Loretta", "lastName": "Auvil" }, { "creatorType": "author", "firstName": "Matthew", "lastName": "Christy" }, { "creatorType": "author", "firstName": "Jacob", "lastName": "Heil" }, { "creatorType": "author", "firstName": "Todd", "lastName": "Samuelson" } ], "abstractNote": "This paper discusses two major initiatives tasked with\ndeveloping tools to improve Optical Character Recognition or\nthe mechanical keying of texts that are digitally available only\nas page images. The two initiatives are the IMPACT Project of\nthe Netherlands and the eMOP Project in the U.S. Because of\ndealing with a multi-layered problem like OCR technologies\nand having to collaborate with radically interdisciplinary and\ninternational team members, the two projects developed\ntechniques that we call Agile Project Management, outlined in\nthis essay with rationales for their use.", "publicationTitle": "Digital Scholarship in the Humanities", "publisher": "", "place": "", "date": "", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "dsh", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "WM694AND" ], "relations": {}, "dateAdded": "2015-09-10T18:08:12Z", "dateModified": "2015-12-02T15:29:47Z" } }, { "key": "J7MV6ETE", "version": 339, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/J7MV6ETE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/J7MV6ETE", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Gupta et al.", "parsedDate": "2015-06", "numChildren": 0 }, "data": { "key": "J7MV6ETE", "version": 339, "itemType": "journalArticle", "title": "Automatic assessment of OCR quality in historical documents", "creators": [ { "creatorType": "author", "firstName": "Anshul", "lastName": "Gupta" }, { "creatorType": "author", "firstName": "Ricardo", "lastName": "Gutierrez-Osuna" }, { "creatorType": "author", "firstName": "Matthew", "lastName": "Christy" }, { "creatorType": "author", "firstName": "Boris", "lastName": "Capitanu" }, { "creatorType": "author", "firstName": "Loretta", "lastName": "Auvil" }, { "creatorType": "author", "firstName": "Elizabeth", "lastName": "Grumbach" }, { "creatorType": "author", "firstName": "Richard", "lastName": "Furuta" }, { "creatorType": "author", "firstName": "Laura", "lastName": "Mandell" } ], "abstractNote": "Mass digitization of historical documents is a challenging problem for optical character recognition (OCR) tools. Issues include noisy backgrounds and faded text due to aging, border/marginal noise, bleed-through, skewing, warping, as well as irregular fonts and page layouts. As a result, OCR tools often produce a large number of spurious bounding boxes (BBs) in addition to those that correspond to words in the document. This paper presents an iterative classification algorithm to automatically label BBs (i.e., as text or noise) based on their spatial distribution and geometry. The approach uses a rule-base classifier to generate initial text/noise labels for each BB, followed by an iterative classifier that refines the initial labels by incorporating local information to each BB, its spatial location, shape and size. When evaluated on a dataset containing over 72,000 manually-labeled BBs from 159 historical documents, the algorithm can classify BBs with 0.95 precision and 0.96 recall. Further evaluation on a collection of 6,775 documents with ground-truth transcriptions shows that the algorithm can also be used to predict document quality (0.7 correlation) and improve OCR transcriptions in 85% of the cases.", "publicationTitle": "Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence", "publisher": "", "place": "", "date": "June 2015", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "1735-1741", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://www.aaai.org/Library/AAAI/aaai15contents.php", "accessDate": "2015-09-10", "PMID": "", "PMCID": "", "ISSN": "2374-3468", "archive": "AAAI", "archiveLocation": "http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9965/9458", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "WM694AND" ], "relations": {}, "dateAdded": "2015-09-10T18:00:58Z", "dateModified": "2015-09-11T14:55:29Z" } }, { "key": "GR2ZSQJI", "version": 328, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/GR2ZSQJI", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/GR2ZSQJI", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Heil and Samuelson", "parsedDate": "2013", "numChildren": 0 }, "data": { "key": "GR2ZSQJI", "version": 328, "itemType": "journalArticle", "title": "Book History in the Early Modern OCR Project, or, Bringing Balance to the Force", "creators": [ { "creatorType": "author", "firstName": "Jacob", "lastName": "Heil" }, { "creatorType": "author", "firstName": "Todd", "lastName": "Samuelson" } ], "abstractNote": "", "publicationTitle": "Journal for Early Modern Cultural Studies", "publisher": "", "place": "", "date": "2013", "volume": "13", "issue": "4", "section": "", "partNumber": "", "partTitle": "", "pages": "90-103", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "jhu", "DOI": "", "citationKey": "", "url": "https://muse.jhu.edu/", "accessDate": "2015-09-11", "PMID": "", "PMCID": "", "ISSN": "1553-3786", "archive": "Project MUSE", "archiveLocation": "http://muse.jhu.edu/journals/journal_for_early_modern_cultural_studies/v013/13.4.heil.html", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "Accession Number: edspmu.S1553378613400091\n\nDatabase: Project MUSE", "tags": [], "collections": [ "WM694AND" ], "relations": {}, "dateAdded": "2015-09-10T17:48:58Z", "dateModified": "2015-09-11T14:41:04Z" } }, { "key": "UEK6HU6Z", "version": 327, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/UEK6HU6Z", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/UEK6HU6Z", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Mandell", "parsedDate": "2013", "numChildren": 0 }, "data": { "key": "UEK6HU6Z", "version": 327, "itemType": "journalArticle", "title": "Digitizing the Archive: The Necessity of an \"Early Modern\" Period.", "creators": [ { "creatorType": "author", "firstName": "Laura", "lastName": "Mandell" } ], "abstractNote": "", "publicationTitle": "Journal for Early Modern Cultural Studies", "publisher": "", "place": "", "date": "2013", "volume": "13", "issue": "2", "section": "", "partNumber": "", "partTitle": "", "pages": "83-92", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "jhu", "DOI": "", "citationKey": "", "url": "https://muse.jhu.edu/", "accessDate": "2015-09-11", "PMID": "", "PMCID": "", "ISSN": "1553-3786", "archive": "Project MUSE", "archiveLocation": "http://muse.jhu.edu/journals/journal_for_early_modern_cultural_studies/v013/13.2.mandell.html", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "WM694AND" ], "relations": {}, "dateAdded": "2015-09-11T14:29:32Z", "dateModified": "2015-09-11T14:40:33Z" } }, { "key": "AEK2GQ3C", "version": 318, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/AEK2GQ3C", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/AEK2GQ3C", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Gupta", "numChildren": 0 }, "data": { "key": "AEK2GQ3C", "version": 318, "itemType": 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"collections": [ "D8THRTGF" ], "relations": {}, "dateAdded": "2015-08-27T15:12:59Z", "dateModified": "2015-08-27T15:12:59Z" } }, { "key": "BK3U68PP", "version": 301, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/BK3U68PP", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/BK3U68PP", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Shueh-Cheng Hu et al.", "parsedDate": "1999-11", "numChildren": 0 }, "data": { "key": "BK3U68PP", "version": 301, "itemType": "journalArticle", "title": "An Electronic Edition of Don Quixote for Humanities Scholars", "creators": [ { "creatorType": "author", "name": "Shueh-Cheng Hu" }, { "creatorType": "author", "name": "Richard Furuta" }, { "creatorType": "author", "name": "Eduardo Urbina" } ], "abstractNote": "A number of steps are required to create comprehensive, flexible electronic editions\nof ancient documents, especially those whose visual quality has degraded and those available\nin multiple versions. Besides acquisition and display of materials, support is required for interrelating\nvariants, and interfaces are needed to allow deriving and justifying new editions.\nFurthermore, lower-level mechanisms are needed to allow the maintenance of discovered and\nspecified relationships. Although solutions can be found in other applications for handling\nsome portions of the specific steps, still there are challenges to meet the steps’ new requirements\nand to integrate the individual steps seamlessly. This paper presents an overview of a\nwork-in-progress to create an integrated system for processing printed documents with degraded\nvisual quality and multi-variant contents. Additionally, the implementation of the three modules\nenabling creation of new editions, providing underlying database support, and customizing\nhypertext documents for readers are described in detail.", "publicationTitle": "Document Numerique", "publisher": "", "place": "", "date": "November 1999", "volume": "3", "issue": "12", "section": "", "partNumber": "", "partTitle": "", "pages": "75-91", "series": "spécial Documents anciens", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://cervantes.tamu.edu/pubs/docnum.pdf", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D8THRTGF" ], "relations": {}, "dateAdded": "2015-08-21T20:32:54Z", "dateModified": "2015-08-21T20:36:57Z" } }, { "key": "427XEJCH", "version": 292, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/427XEJCH", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/427XEJCH", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Richard Furuta, et al.", "parsedDate": "2001", "numChildren": 0 }, "data": { "key": "427XEJCH", "version": 292, "itemType": "journalArticle", "title": "The Cervantes Project: Steps to a Customizable and Interlinked On-line Electronic Variorum Edition Supporting Scholarship", "creators": [ { "creatorType": "author", "name": "Richard Furuta," }, { "creatorType": "author", "name": "Siddarth S. Kalasapur" }, { "creatorType": "author", "name": "Rajiv Kochumman" }, { "creatorType": "author", "name": "Eduardo Urbina" }, { "creatorType": "author", "name": "Ricardo Vivancos-Pérez" }, { "creatorType": "editor", "name": "Panos Constantopoulos" }, { "creatorType": "editor", "name": "Ingeborg T. Sølvberg" } ], "abstractNote": "The Cervantes Project, housed under the auspices of the Center for\nthe Study of Digital Libraries at Texas A&M University, aims to provide a\ncomprehensive on-line research and reference site on the life and works of the\nauthor Miguel de Cervantes Saavedra (1547-1616). This activity is a joint\ncollaboration among researchers in the Department of Computer Science and\nthe Department of Modern and Classical Languages, Texas A&M University.\nThis paper outlines the work being conducted by the project, focusing on the\ncreation of an Electronic Variorum Edition of Cervantes’ Don Quixote.", "publicationTitle": "Research and Advanced Technology for Digital Libraries: 5th European Conference, ECDL 2001", "publisher": "", "place": "", "date": "2001", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "71-82", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "D8THRTGF" ], "relations": {}, "dateAdded": "2015-08-14T20:54:57Z", "dateModified": "2015-08-14T21:03:08Z" } }, { "key": "X4R3FGU7", "version": 283, "library": { "type": "group", "id": 144756, "name": "Initiative for Digital Humanities, Media, and Culture (IDHMC)", "links": { "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/144756/items/X4R3FGU7", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/initiative_for_digital_humanities_media_and_culture_idhmc/items/X4R3FGU7", "type": "text/html" } }, "meta": { "createdByUser": { "id": 1282710, "username": "mchristy", "name": "Matthew Christy", "links": { "alternate": { "href": "https://www.zotero.org/mchristy", "type": "text/html" } } }, "creatorSummary": "Eduardo Urbina et al.", "parsedDate": "2007", "numChildren": 0 }, "data": { "key": "X4R3FGU7", "version": 283, "itemType": "bookSection", "title": "The Electronic variorum edition of Don Quixote at the Cervantes Project.", "creators": [ { "creatorType": "author", "name": "Eduardo Urbina" }, { "creatorType": "author", "name": "Richard Furuta" }, { "creatorType": "author", "name": "Carlos Monroy" }, { "creatorType": "author", "name": "Neal Audenaert" }, { "creatorType": "author", "name": "Jie Deng" }, { "creatorType": "author", "name": "Erika Pasquel" }, { "creatorType": "editor", "name": "Alvin F. 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