{"id":"https://openalex.org/W4402418654","doi":"https://doi.org/10.1007/978-3-031-70442-0_26","title":"Automatic Transcription of\u00a0Ottoman Documents Using Deep Learning","display_name":"Automatic Transcription of\u00a0Ottoman Documents Using Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402418654","doi":"https://doi.org/10.1007/978-3-031-70442-0_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70442-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70442-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036707359","display_name":"Esma F. Bilgin Ta\u015fdemir","orcid":"https://orcid.org/0000-0002-2465-4186"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esma F. Bilgin Tasdemir","raw_affiliation_strings":["Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-2465-4186","affiliations":[{"raw_affiliation_string":"Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058077742","display_name":"Zeynep Tando\u011fan","orcid":null},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Zeynep Tando\u011fan","raw_affiliation_strings":["Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0009-0000-3372-8645","affiliations":[{"raw_affiliation_string":"Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069816044","display_name":"S. Do\u011fan Akansu","orcid":"https://orcid.org/0000-0001-8758-443X"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S. Do\u011fan Akansu","raw_affiliation_strings":["Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8758-443X","affiliations":[{"raw_affiliation_string":"Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031971878","display_name":"F\u0131rat Kizilirmak","orcid":"https://orcid.org/0000-0003-3283-7617"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"F\u0131rat K\u0131z\u0131l\u0131rmak","raw_affiliation_strings":["Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3283-7617","affiliations":[{"raw_affiliation_string":"Department of Information and Document Management, Istanbul Medeniyet University, 34704, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044190873","display_name":"Mrinmay Sen","orcid":"https://orcid.org/0000-0002-8810-0502"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Umut Sen","raw_affiliation_strings":["Faculty of Eng. and Natural Sciences, Sabanci University, 34956, Istanbul, Turkey","VERIM, Sabanci University, 34956, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8810-0502","affiliations":[{"raw_affiliation_string":"Faculty of Eng. and Natural Sciences, Sabanci University, 34956, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]},{"raw_affiliation_string":"VERIM, Sabanci University, 34956, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092879541","display_name":"Aysu Akcan","orcid":"https://orcid.org/0000-0003-2740-7946"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Aysu Akcan","raw_affiliation_strings":["Department of Near Eastern Studies, University of Vienna, 1090, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2740-7946","affiliations":[{"raw_affiliation_string":"Department of Near Eastern Studies, University of Vienna, 1090, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102556453","display_name":"Mehmet Kuru","orcid":"https://orcid.org/0000-0002-4873-5132"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Kuru","raw_affiliation_strings":["Faculty of Arts and Sciences, Sabanci University, 34956, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-4873-5132","affiliations":[{"raw_affiliation_string":"Faculty of Arts and Sciences, Sabanci University, 34956, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057031258","display_name":"Berrin Yan\u0131ko\u011flu","orcid":"https://orcid.org/0000-0001-7403-7592"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Berrin Yanikoglu","raw_affiliation_strings":["Faculty of Eng. and Natural Sciences, Sabanci University, 34956, Istanbul, Turkey","VERIM, Sabanci University, 34956, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7403-7592","affiliations":[{"raw_affiliation_string":"Faculty of Eng. and Natural Sciences, Sabanci University, 34956, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]},{"raw_affiliation_string":"VERIM, Sabanci University, 34956, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5057031258"],"corresponding_institution_ids":["https://openalex.org/I134235054"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80299477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"422","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8245899677276611},{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.5635541081428528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49937963485717773},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.435314416885376},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3477317690849304},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.0947028398513794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8245899677276611},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.5635541081428528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49937963485717773},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.435314416885376},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3477317690849304},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0947028398513794},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-70442-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70442-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research.sabanciuniv.edu:50453","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Papers in Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W108973067","https://openalex.org/W1965870966","https://openalex.org/W2015421919","https://openalex.org/W2032276174","https://openalex.org/W2055627057","https://openalex.org/W2094525717","https://openalex.org/W2100140949","https://openalex.org/W2112263687","https://openalex.org/W2112302671","https://openalex.org/W2122585011","https://openalex.org/W2127141656","https://openalex.org/W2137827879","https://openalex.org/W2171927392","https://openalex.org/W2194187530","https://openalex.org/W2263232528","https://openalex.org/W2725654677","https://openalex.org/W2786974559","https://openalex.org/W2906383034","https://openalex.org/W2914893688","https://openalex.org/W2962759292","https://openalex.org/W3004299970","https://openalex.org/W3004377989","https://openalex.org/W3004690717","https://openalex.org/W3011228495","https://openalex.org/W3045882047","https://openalex.org/W3121681142","https://openalex.org/W3200007148","https://openalex.org/W4224229079","https://openalex.org/W4309265505","https://openalex.org/W4377943509","https://openalex.org/W4382202677","https://openalex.org/W4394625882"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
