{"id":"https://openalex.org/W203221985","doi":"https://doi.org/10.2498/cit.1002190","title":"Domain-aware Evaluation of Named Entity Recognition Systems for Croatian","display_name":"Domain-aware Evaluation of Named Entity Recognition Systems for Croatian","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W203221985","doi":"https://doi.org/10.2498/cit.1002190","mag":"203221985"},"language":"en","primary_location":{"id":"doi:10.2498/cit.1002190","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002190","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2190/1605","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://cit.fer.hr/index.php/CIT/article/download/2190/1605","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114707083","display_name":"\ufffdeljko Agi\ufffd","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"\ufffdeljko Agi\ufffd","raw_affiliation_strings":["Univ. of Zagreb"],"affiliations":[{"raw_affiliation_string":"Univ. of Zagreb","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082454398","display_name":"Bo\u017eo Bekavac","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Bo\ufffdo Bekavac","raw_affiliation_strings":["Department of Linguistics, Faculty of Humanities and Social Sciences, University of Zagreb"],"affiliations":[{"raw_affiliation_string":"Department of Linguistics, Faculty of Humanities and Social Sciences, University of Zagreb","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114707083"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":{"value":450,"currency":"EUR","value_usd":485},"apc_paid":{"value":450,"currency":"EUR","value_usd":485},"fwci":0.9618,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80476445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":"3","first_page":"195","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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/T11719","display_name":"Data Quality and Management","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8716805577278137},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.7117660045623779},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6760581135749817},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.6153287291526794},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5673819184303284},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5555242300033569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275135636329651},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.5031589865684509},{"id":"https://openalex.org/keywords/croatian","display_name":"Croatian","score":0.4991481304168701},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49198171496391296},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4597712755203247},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45916566252708435},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3944125771522522},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.18819326162338257},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08423727750778198},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.06993979215621948},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06776821613311768}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8716805577278137},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.7117660045623779},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6760581135749817},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.6153287291526794},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5673819184303284},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5555242300033569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275135636329651},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.5031589865684509},{"id":"https://openalex.org/C83559648","wikidata":"https://www.wikidata.org/wiki/Q6654","display_name":"Croatian","level":2,"score":0.4991481304168701},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49198171496391296},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4597712755203247},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45916566252708435},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3944125771522522},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.18819326162338257},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08423727750778198},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.06993979215621948},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06776821613311768},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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":2,"locations":[{"id":"doi:10.2498/cit.1002190","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002190","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2190/1605","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:hrcak.srce.hr:110027","is_oa":true,"landing_page_url":"http://hrcak.srce.hr/110027","pdf_url":null,"source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing and information technology","raw_type":"text"}],"best_oa_location":{"id":"doi:10.2498/cit.1002190","is_oa":true,"landing_page_url":"https://doi.org/10.2498/cit.1002190","pdf_url":"http://cit.fer.hr/index.php/CIT/article/download/2190/1605","source":{"id":"https://openalex.org/S98565333","display_name":"Journal of Computing and Information Technology","issn_l":"1330-1136","issn":["1330-1136","1846-3908"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310314807","host_organization_name":"Faculty of Electrical Engineering and Computing, University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314807"],"host_organization_lineage_names":["Faculty of Electrical Engineering and Computing, University of Zagreb"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W203221985.pdf","grobid_xml":"https://content.openalex.org/works/W203221985.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W77556801","https://openalex.org/W130850236","https://openalex.org/W319666076","https://openalex.org/W1978081050","https://openalex.org/W2018789714","https://openalex.org/W2020278455","https://openalex.org/W2068882115","https://openalex.org/W2096765155","https://openalex.org/W2099153428","https://openalex.org/W2114290255","https://openalex.org/W2117772341","https://openalex.org/W2120354757","https://openalex.org/W2128228208","https://openalex.org/W2144578941","https://openalex.org/W2153848201","https://openalex.org/W2227667512","https://openalex.org/W2250955880","https://openalex.org/W2338020261","https://openalex.org/W2745251428","https://openalex.org/W2789356728","https://openalex.org/W2952087486","https://openalex.org/W3146885639","https://openalex.org/W4230172310","https://openalex.org/W4300490660","https://openalex.org/W6600821145","https://openalex.org/W6630825328","https://openalex.org/W6677237759"],"related_works":["https://openalex.org/W2186562580","https://openalex.org/W3198729192","https://openalex.org/W3000685722","https://openalex.org/W4255258373","https://openalex.org/W2593907245","https://openalex.org/W2520117834","https://openalex.org/W2883921205","https://openalex.org/W4313162113","https://openalex.org/W1884363728","https://openalex.org/W3133906981"],"abstract_inverted_index":{"We":[0,63,90],"provide":[1],"an":[2,116],"evaluation":[3,15],"of":[4,30,35,73,95,108,118,147],"the":[5,42,85,130,135],"currently":[6],"available":[7,97],"named":[8,53,81,98],"entity":[9,54,82,99],"recognition":[10,83,100],"systems":[11,101],"for":[12,79,102,134,144],"Croatian.":[13],"The":[14,46,137],"puts":[16],"special":[17],"emphasis":[18],"on":[19],"domain":[20,69,105],"dependence.":[21],"To":[22],"this":[23],"goal,":[24],"we":[25],"manually":[26],"annotated":[27,49],"a":[28,51,93,121],"dataset":[29,47],"approximately":[31],"1":[32],"million":[33],"tokens":[34],"Croatian":[36,103],"text":[37,44],"from":[38],"various":[39],"domains":[40,132],"within":[41],"newspaper":[43],"genre.":[45],"was":[48],"using":[50,84],"three-class":[52],"tagset":[55],"\u2013":[56],"denoting":[57],"personal":[58],"names,":[59],"locations":[60,149],"and":[61,71,127,150],"organizations.":[62,151],"give":[64],"insight":[65],"to":[66],"feature":[67],"selection,":[68],"sensitivity":[70],"effects":[72],"increase":[74],"in":[75,120,129,141],"training":[76],"set":[77],"size":[78],"statistical":[80],"state-of-the-art":[86,142],"Stanford":[87],"NER":[88],"system.":[89],"also":[91],"sketch":[92],"comparison":[94],"publicly":[96],"considering":[104],"dependence,":[106],"regardless":[107],"their":[109],"underlying":[110],"paradigms.":[111],"Our":[112],"top-performing":[113],"system":[114,138],"achieved":[115],"F1-score":[117],"0.884":[119],"mixed-domain":[122],"testing":[123],"scenario,":[124],"scoring":[125],"0.925":[126],"0.843":[128],"two":[131],"separated":[133],"experiment.":[136],"shows":[139],"consistency":[140],"scores":[143],"detecting":[145],"names":[146],"persons,":[148]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
