{"id":"https://openalex.org/W2810708329","doi":"https://doi.org/10.1109/fskd.2017.8393113","title":"Improving semantic role labeling using high-level classification in complex networks","display_name":"Improving semantic role labeling using high-level classification in complex networks","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2810708329","doi":"https://doi.org/10.1109/fskd.2017.8393113","mag":"2810708329"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2017.8393113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8393113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","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/A5033849591","display_name":"Murillo G. Carneiro","orcid":"https://orcid.org/0000-0002-2915-8990"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Murillo G. Carneiro","raw_affiliation_strings":["Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Federal University of Uberl\u00e2ndia, Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013621821","display_name":"Joao L. G. Rosa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao L. G. Rosa","raw_affiliation_strings":["Institute of Mathematical and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematical and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210131883","https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101062773","display_name":"Qiusheng Zheng","orcid":"https://orcid.org/0000-0002-9067-1806"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiusheng Zheng","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, ZhengZhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, ZhengZhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409027","display_name":"Xiaoming Liu","orcid":"https://orcid.org/0000-0002-0424-629X"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Liu","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, ZhengZhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, ZhengZhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100697945","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0002-1502-6604"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, 14040-901"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, University of S\u00e3o Paulo, Ribeir\u00e3o Preto, 14040-901","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033849591"],"corresponding_institution_ids":["https://openalex.org/I80850581"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65988904,"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":"2206","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9983000159263611,"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":0.7938069105148315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.696847677230835},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6801655888557434},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5725390911102295},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5509726405143738},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5458893179893494},{"id":"https://openalex.org/keywords/semantic-role-labeling","display_name":"Semantic role labeling","score":0.507845938205719},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4735274314880371},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.4543451964855194},{"id":"https://openalex.org/keywords/verb","display_name":"Verb","score":0.42011648416519165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7938069105148315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.696847677230835},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6801655888557434},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5725390911102295},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5509726405143738},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5458893179893494},{"id":"https://openalex.org/C67277372","wikidata":"https://www.wikidata.org/wiki/Q7449085","display_name":"Semantic role labeling","level":3,"score":0.507845938205719},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4735274314880371},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.4543451964855194},{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.42011648416519165},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2017.8393113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8393113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W112879531","https://openalex.org/W1479807131","https://openalex.org/W1608050331","https://openalex.org/W1875112053","https://openalex.org/W1975311598","https://openalex.org/W1989492902","https://openalex.org/W1992289045","https://openalex.org/W2017875634","https://openalex.org/W2027056760","https://openalex.org/W2040800022","https://openalex.org/W2040956707","https://openalex.org/W2046240571","https://openalex.org/W2077551920","https://openalex.org/W2080721858","https://openalex.org/W2097308346","https://openalex.org/W2112090702","https://openalex.org/W2118258885","https://openalex.org/W2124637492","https://openalex.org/W2127048411","https://openalex.org/W2134199742","https://openalex.org/W2148606196","https://openalex.org/W2151170651","https://openalex.org/W2158847908","https://openalex.org/W2163308540","https://openalex.org/W2250630559","https://openalex.org/W2312380889","https://openalex.org/W2397800115","https://openalex.org/W2434901392","https://openalex.org/W2506501483","https://openalex.org/W2553731860","https://openalex.org/W2943376602","https://openalex.org/W2963090454","https://openalex.org/W3102554003","https://openalex.org/W3102641634","https://openalex.org/W3148981562","https://openalex.org/W4238452917","https://openalex.org/W4298870559","https://openalex.org/W6636474999","https://openalex.org/W6679797431","https://openalex.org/W6691576239","https://openalex.org/W6762234484"],"related_works":["https://openalex.org/W346416711","https://openalex.org/W2376585156","https://openalex.org/W2354078889","https://openalex.org/W2391250648","https://openalex.org/W2379635239","https://openalex.org/W2013781749","https://openalex.org/W2365706551","https://openalex.org/W4231385726","https://openalex.org/W2350908672","https://openalex.org/W2494004687"],"abstract_inverted_index":{"While":[0],"traditional":[1],"supervised":[2],"learning":[3],"methods":[4],"perform":[5],"classification":[6,23,93,160,187],"based":[7],"only":[8],"on":[9],"the":[10,14,21,34,59,62,81,90,136,166,176,185,190,196,202,207],"physical":[11,63],"features":[12,32,57,64],"of":[13,33,49,58,89,94,168,178,219],"data":[15,36,170],"(e.g.":[16],"distribution,":[17],"similarity":[18],"or":[19],"distance),":[20],"high-level":[22,208],"is":[24,210],"characterized":[25],"by":[26,37,54],"its":[27,109,113],"ability":[28],"to":[29,68,112,115,130,212],"capture":[30],"topological":[31],"input":[35],"using":[38],"complex":[39],"network":[40],"measures.":[41],"Recent":[42],"works":[43],"have":[44],"shown":[45],"that":[46,101,206],"a":[47,77,97,132,140,155,158,214,224],"variety":[48],"patterns":[50],"can":[51],"be":[52],"detected":[53],"combining":[55],"both":[56],"data,":[60],"although":[61],"alone":[65],"are":[66],"unable":[67],"uncover":[69],"them.":[70],"In":[71],"this":[72],"article":[73],"we":[74,134],"investigate":[75],"such":[76,123],"hybrid":[78],"method":[79],"for":[80,227],"Semantic":[82],"Role":[83],"Labeling":[84],"(SRL)":[85],"task,":[86],"which":[87,146],"consists":[88],"identification":[91],"and":[92,108,127,171],"arguments":[95],"in":[96,201,217],"sentence":[98],"with":[99,149,165],"roles":[100],"indicate":[102],"semantic":[103],"relations":[104],"between":[105],"an":[106],"event":[107],"participants.":[110],"Due":[111],"potential":[114],"improve":[116],"many":[117],"other":[118],"natural":[119],"language":[120],"processing":[121],"tasks,":[122],"as":[124,162],"information":[125],"extraction":[126],"plagiarism":[128],"detection":[129],"name":[131],"few,":[133],"consider":[135],"SRL":[137],"task":[138,188],"over":[139,189,195,223],"Brazilian":[141,152],"Portuguese":[142],"corpus":[143,156,192],"named":[144],"PropBank-br,":[145],"was":[147],"built":[148],"texts":[150],"from":[151],"newspapers.":[153],"Such":[154],"represents":[157],"challenging":[159],"problem":[161],"it":[163],"suffers":[164],"scarcity":[167],"annotated":[169],"very":[172],"imbalanced":[173],"distributions,":[174],"like":[175],"majority":[177],"non-English":[179],"corpus.":[180],"Experiments":[181],"were":[182],"performed":[183],"considering":[184],"argument":[186],"whole":[191],"and,":[193],"specifically,":[194],"most":[197],"frequent":[198],"verbs.":[199],"Results":[200],"verb-specific":[203],"scenario":[204],"revealed":[205],"system":[209],"able":[211],"obtain":[213],"considerable":[215],"gain":[216],"terms":[218],"predictive":[220],"performance,":[221],"even":[222],"state-of-the-art":[225],"algorithm":[226],"SRL.":[228]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}