{"id":"https://openalex.org/W4281651668","doi":"https://doi.org/10.1145/3529399.3529400","title":"Machine Learning in Textual Criticism","display_name":"Machine Learning in Textual Criticism","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4281651668","doi":"https://doi.org/10.1145/3529399.3529400"},"language":"en","primary_location":{"id":"doi:10.1145/3529399.3529400","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3529399.3529400","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Machine Learning Technologies (ICMLT)","raw_type":"proceedings-article"},"type":"article","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/A5090543592","display_name":"Mason Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I153871386","display_name":"Eastern Illinois University","ror":"https://ror.org/035z2ew45","country_code":"US","type":"education","lineage":["https://openalex.org/I153871386"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mason Jones","raw_affiliation_strings":["Philosophy, Eastern Illinois University, USA"],"affiliations":[{"raw_affiliation_string":"Philosophy, Eastern Illinois University, USA","institution_ids":["https://openalex.org/I153871386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034192733","display_name":"F. Roman\u00f2","orcid":"https://orcid.org/0000-0002-1865-6396"},"institutions":[{"id":"https://openalex.org/I153871386","display_name":"Eastern Illinois University","ror":"https://ror.org/035z2ew45","country_code":"US","type":"education","lineage":["https://openalex.org/I153871386"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francesco Romano","raw_affiliation_strings":["Mathematics and Computer Science, Eastern Illinois University, USA"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science, Eastern Illinois University, USA","institution_ids":["https://openalex.org/I153871386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004142960","display_name":"Abidalrahman Moh\u2019d","orcid":"https://orcid.org/0000-0002-5150-7616"},"institutions":[{"id":"https://openalex.org/I153871386","display_name":"Eastern Illinois University","ror":"https://ror.org/035z2ew45","country_code":"US","type":"education","lineage":["https://openalex.org/I153871386"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abidalrahman Mohd","raw_affiliation_strings":["Mathematics and Computer Science, Eastern Illinois University, USA"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science, Eastern Illinois University, USA","institution_ids":["https://openalex.org/I153871386"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090543592"],"corresponding_institution_ids":["https://openalex.org/I153871386"],"apc_list":null,"apc_paid":null,"fwci":1.4135,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85701482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.8306999802589417,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.8306999802589417,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.7071999907493591,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.704200029373169,"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/criticism","display_name":"Criticism","score":0.7062488198280334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6200200915336609},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4010290503501892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3939962387084961},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.1609981656074524},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.14012229442596436}],"concepts":[{"id":"https://openalex.org/C7991579","wikidata":"https://www.wikidata.org/wiki/Q17955","display_name":"Criticism","level":2,"score":0.7062488198280334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6200200915336609},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4010290503501892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3939962387084961},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.1609981656074524},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.14012229442596436}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3529399.3529400","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3529399.3529400","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Machine Learning Technologies (ICMLT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6399999856948853,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2050986314","https://openalex.org/W2099699476","https://openalex.org/W3015131961","https://openalex.org/W4233284720"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4242379013","https://openalex.org/W2383040752","https://openalex.org/W2367803231","https://openalex.org/W4283259377","https://openalex.org/W2022848510","https://openalex.org/W2062252687","https://openalex.org/W1532027617","https://openalex.org/W3204019825"],"abstract_inverted_index":{"New":[0,18],"Testament":[1,19],"textual":[2,58,105,142],"criticism":[3,106],"is":[4],"a":[5,72,75,130],"field":[6,86],"of":[7,16,23,47,56,71,78,82,104,141],"research":[8,125,151],"that":[9,153],"seeks":[10],"to":[11,36,66,101,114,121,138],"confidently":[12],"establish":[13],"the":[14,17,26,37,42,68,93,102,139,161],"text":[15,39,73],"by":[20,133],"comparing":[21],"thousands":[22],"manuscripts,":[24,30],"finding":[25],"variants":[27],"between":[28],"these":[29],"and":[31,44,60,117,157,164],"making":[32],"informed":[33],"decisions":[34],"as":[35,54],"original":[38],"based":[40],"on":[41],"internal":[43],"external":[45],"features":[46,53],"those":[48],"manuscripts.":[49],"By":[50],"examining":[51],"such":[52],"date":[55],"composition,":[57],"family,":[59],"variant":[61],"length,":[62],"scholars":[63],"are":[64],"able":[65],"determine":[67,118],"correct":[69],"reading":[70],"with":[74],"high":[76],"degree":[77],"confidence.":[79],"The":[80],"use":[81],"computing":[83],"in":[84,126],"this":[85,127],"has":[87],"been":[88,99,111],"documented":[89],"since":[90],"at":[91],"least":[92],"1970\u2019s,":[94],"but":[95],"they":[96],"have":[97,110],"not":[98],"applied":[100],"task":[103,140],"itself.":[107],"Rather,":[108],"computers":[109],"used":[112],"primarily":[113],"classify":[115],"manuscripts":[116],"their":[119],"relationships":[120],"each":[122],"other.":[123],"Our":[124],"paper":[128],"takes":[129],"new":[131],"approach":[132],"applying":[134],"machine":[135],"learning":[136,148],"algorithms":[137],"criticism.":[143],"After":[144],"testing":[145],"multiple":[146],"supervised":[147],"algorithms,":[149],"our":[150],"finds":[152],"support":[154],"vector":[155],"machines":[156],"decision":[158],"trees":[159],"outperform":[160],"other":[162],"tested":[163],"achieve":[165],"98.8%":[166],"accuracy.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
