{"id":"https://openalex.org/W3005279682","doi":"https://doi.org/10.3906/elk-1901-140","title":"An index-based joint multilingual/cross-lingual text categorization using topic expansion via BabelNet","display_name":"An index-based joint multilingual/cross-lingual text categorization using topic expansion via BabelNet","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W3005279682","doi":"https://doi.org/10.3906/elk-1901-140","mag":"3005279682"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1901-140","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1901-140","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-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/A5041096759","display_name":"Eniafe Festus Ayetiran","orcid":"https://orcid.org/0000-0002-6816-2781"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Eniafe Festus AYETIRAN","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041096759"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8401,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.81168166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"1","first_page":"224","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9983999729156494,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9983999729156494,"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/T10028","display_name":"Topic Modeling","score":0.9312999844551086,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.92330002784729,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8451995849609375},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7721976637840271},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6977406740188599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6633265614509583},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6175069808959961},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5321691632270813},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44597697257995605},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42418718338012695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8451995849609375},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7721976637840271},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6977406740188599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6633265614509583},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6175069808959961},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5321691632270813},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44597697257995605},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42418718338012695}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3906/elk-1901-140","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1901-140","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2133651098","https://openalex.org/W2390698788","https://openalex.org/W2035261173","https://openalex.org/W2138922887","https://openalex.org/W2383063829","https://openalex.org/W2082678934","https://openalex.org/W2106892947","https://openalex.org/W2237299843"],"abstract_inverted_index":{"The":[0,148,166,198,206],"majority":[1],"of":[2,28,42,73,75,83,94,99,103,137,162,215,225,231,243,284,312],"the":[3,16,24,47,80,92,100,116,156,163,170,175,180,184,203,216,223,226,234,241,258,285,291,297,313],"state-of-the-art":[4,248],"text":[5,121,128,181,195],"categorization":[6,129,167,190,196,200,270,301],"algorithms":[7,250],"are":[8],"supervised":[9,249,293],"and":[10,23,160,179,254,306],"therefore":[11],"require":[12],"prior":[13],"training.":[14],"Besides":[15],"rigor":[17],"involved":[18],"in":[19,66,151,183],"developing":[20],"training":[21,29],"datasets":[22],"requirement":[25],"for":[26,30,120,155,252,310],"repetition":[27],"different":[31,54],"texts,":[32],"working":[33],"with":[34,228,246,271],"multilingual":[35,253],"texts":[36],"poses":[37],"additional":[38],"unique":[39],"challenges.":[40],"One":[41],"these":[43,76],"challenges":[44],"is":[45,49,78,85,96,153,209,307],"that":[46,79,269],"developer":[48],"required":[50],"to":[51,115,282],"have":[52],"many":[53],"languages":[55,267],"involved.":[56],"Term":[57],"expansion":[58,62,136,161],"such":[59],"as":[60,111],"query":[61],"has":[63],"been":[64],"applied":[65],"numerous":[67],"applications;":[68],"however,":[69],"a":[70,112,125,193,229,275],"major":[71],"drawback":[72],"most":[74,104],"applications":[77],"actual":[81],"meaning":[82],"terms":[84,95,140],"not":[86],"usually":[87],"taken":[88],"into":[89],"consideration.":[90],"Considering":[91],"semantics":[93],"necessary":[97],"because":[98],"polysemous":[101],"nature":[102],"natural":[105],"language":[106],"words.":[107],"In":[108],"this":[109],"paper,":[110],"specific":[113],"contribution":[114],"document":[117],"index":[118],"approach":[119],"categorization,":[122],"we":[123,239],"present":[124],"joint":[126],"multilingual/cross-lingual":[127],"algorithm":[130,168,191,289],"(JointMC)":[131],"based":[132,210],"on":[133,211,264],"semantic":[134,172],"term":[135],"class":[138,177,236],"topic":[139],"through":[141],"an":[142],"optimized":[143],"knowledge-based":[144],"word":[145,157],"sense":[146,158],"disambiguation.":[147],"lexical":[149],"knowledge":[150],"BabelNet":[152],"used":[154,296],"disambiguation":[159],"topics'":[164],"terms.":[165],"computes":[169],"distributed":[171],"similarity":[173],"between":[174],"expanded":[176,272],"topics":[178,273],"documents":[182],"test":[185],"corpus.":[186],"We":[187,221],"evaluate":[188],"our":[189,244],"using":[192,233,257],"multilabel":[194,199],"problem.":[197],"task":[201],"uses":[202],"JRC-Acquis":[204,207],"dataset.":[205,260,299],"dataset":[208],"subject":[212],"domain":[213],"classification":[214],"European":[217],"Commission's":[218],"EuroVoc":[219],"microthesaurus.":[220],"compare":[222,240],"performance":[224,242,278,305],"classifier":[227,245],"model":[230],"it":[232],"original":[235,286],"topics.":[237,287],"Furthermore,":[238],"two":[247],"(each":[251],"cross-lingual":[255],"tasks)":[256],"same":[259,298],"Empirical":[261],"results":[262],"obtained":[263],"five":[265],"experimental":[266],"show":[268],"shows":[274,303],"very":[276],"wide":[277],"margin":[279],"when":[280],"compared":[281],"usage":[283],"Our":[288],"outperforms":[290],"existing":[292],"technique,":[294],"which":[295],"Cross-language":[300],"surprisingly":[302],"similar":[304],"marginally":[308],"better":[309],"some":[311],"languages.":[314]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
