{"id":"https://openalex.org/W4387698210","doi":"https://doi.org/10.1145/3603765.3603778","title":"Bibliographic Reference Classification in Historiographic Documents using Supervised Machine Learning and Grammatical Features","display_name":"Bibliographic Reference Classification in Historiographic Documents using Supervised Machine Learning and Grammatical Features","publication_year":2023,"publication_date":"2023-05-10","ids":{"openalex":"https://openalex.org/W4387698210","doi":"https://doi.org/10.1145/3603765.3603778"},"language":"en","primary_location":{"id":"doi:10.1145/3603765.3603778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603765.3603778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 the 7th International Conference on Information System and Data Mining (ICISDM)","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/A5068332265","display_name":"James Philips","orcid":"https://orcid.org/0009-0004-4439-0191"},"institutions":[{"id":"https://openalex.org/I186335123","display_name":"East Carolina University","ror":"https://ror.org/01vx35703","country_code":"US","type":"education","lineage":["https://openalex.org/I186335123"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James Philips","raw_affiliation_strings":["Department of Computer Science, East Carolina University, USA"],"raw_orcid":"https://orcid.org/0009-0004-4439-0191","affiliations":[{"raw_affiliation_string":"Department of Computer Science, East Carolina University, USA","institution_ids":["https://openalex.org/I186335123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073479907","display_name":"Nasseh Tabrizi","orcid":"https://orcid.org/0000-0002-3949-0065"},"institutions":[{"id":"https://openalex.org/I186335123","display_name":"East Carolina University","ror":"https://ror.org/01vx35703","country_code":"US","type":"education","lineage":["https://openalex.org/I186335123"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasseh Tabrizi","raw_affiliation_strings":["Department of Computer Science, East Carolina University, USA"],"raw_orcid":"https://orcid.org/0000-0002-3949-0065","affiliations":[{"raw_affiliation_string":"Department of Computer Science, East Carolina University, USA","institution_ids":["https://openalex.org/I186335123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068332265"],"corresponding_institution_ids":["https://openalex.org/I186335123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18071333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9864000082015991,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8025632500648499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.762261152267456},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7090291976928711},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6661971807479858},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5930719375610352},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5208571553230286},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.4792787432670593},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4689730405807495},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4555756151676178},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3856724202632904},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1344563066959381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8025632500648499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.762261152267456},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7090291976928711},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6661971807479858},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5930719375610352},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5208571553230286},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.4792787432670593},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4689730405807495},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4555756151676178},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3856724202632904},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1344563066959381},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603765.3603778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603765.3603778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 the 7th International Conference on Information System and Data Mining (ICISDM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5070333928","display_name":null,"funder_award_id":"1560037","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1603719052","https://openalex.org/W1969684232","https://openalex.org/W1981791873","https://openalex.org/W1995577199","https://openalex.org/W2049833004","https://openalex.org/W2052565788","https://openalex.org/W2075868729","https://openalex.org/W2103151642","https://openalex.org/W2130761090","https://openalex.org/W2137507520","https://openalex.org/W2162430746","https://openalex.org/W2340948593","https://openalex.org/W2343954916","https://openalex.org/W2487957645","https://openalex.org/W2550187779","https://openalex.org/W2593402107","https://openalex.org/W2602331152","https://openalex.org/W2603039744","https://openalex.org/W2769992823","https://openalex.org/W2798010889","https://openalex.org/W2799310732","https://openalex.org/W2808479155","https://openalex.org/W2997591727","https://openalex.org/W4213074470","https://openalex.org/W4230737036","https://openalex.org/W4233153041","https://openalex.org/W4251372957"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W4200340037","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W608917066","https://openalex.org/W4283652261","https://openalex.org/W585424826","https://openalex.org/W564602992"],"abstract_inverted_index":{"Bibliographic":[0],"references":[1],"in":[2,9,78,121],"scholarly":[3,99,146],"documents":[4],"are":[5],"integral":[6],"to":[7,159],"discourse":[8],"humanities":[10,52],"disciplines.":[11],"While":[12],"prior":[13],"work":[14,111,136],"has":[15,27],"focused":[16],"on":[17,70],"reference":[18,75,122,157],"extraction":[19,158],"and":[20,36,56,65,124,163],"parsing":[21],"from":[22,49,156],"these":[23,98,125],"documents,":[24],"little":[25],"research":[26,161],"investigated":[28],"the":[29,50,58,91,95,114,138,152,164],"classification":[30,76,144],"of":[31,60,63,86,93,97,116,140,145,154,166],"footnotes":[32,100,147],"containing":[33,148],"bibliographic":[34,150],"citations":[35],"author":[37],"commentary":[38],"using":[39,94],"supervised":[40],"machine":[41,67,106,168],"learning":[42,68,107,169],"methodologies.":[43],"Using":[44],"an":[45],"historiographic":[46,149],"dataset":[47],"drawn":[48],"JSTOR":[51],"archive,":[53],"we":[54,89,112],"train":[55],"compare":[57,113],"performance":[59,115],"a":[61,71,84],"suite":[62],"single":[64],"hybrid":[66,141],"classifiers":[69],"novel,":[72,126,175],"previously":[73,119],"unexplored":[74],"task":[77,173],"archival":[79],"document":[80],"analysis.":[81],"Moreover,":[82],"as":[83,101],"part":[85],"this":[87,160,172],"analysis,":[88],"investigate":[90],"feasibility":[92],"grammar":[96],"training":[102,167],"features":[103,118,128,155],"for":[104,143,171],"our":[105,110],"models.":[108],"In":[109],"traditional":[117],"used":[120],"mining":[123],"grammatical":[127,176],"inspired":[129],"by":[130],"natural":[131],"language":[132],"processing":[133],"techniques.":[134],"Our":[135],"demonstrates":[137],"superiority":[139],"models":[142,170],"references,":[151],"transferability":[153],"problem,":[162],"viability":[165],"utilizing":[174],"feature":[177],"sets.":[178]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}