{"id":"https://openalex.org/W2095000586","doi":"https://doi.org/10.1109/aiccsa.2014.7073254","title":"An extensive study of the Bag-of-Words approach for gender identification of Arabic articles","display_name":"An extensive study of the Bag-of-Words approach for gender identification of Arabic articles","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2095000586","doi":"https://doi.org/10.1109/aiccsa.2014.7073254","mag":"2095000586"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2014.7073254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)","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/A5079791062","display_name":"Kholoud Alsmearat","orcid":null},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Kholoud Alsmearat","raw_affiliation_strings":["Jordan University of Science and Technology Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Jordan University of Science and Technology Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073474306","display_name":"Mahmoud Al\u2010Ayyoub","orcid":"https://orcid.org/0000-0001-9372-9076"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mahmoud Al-Ayyoub","raw_affiliation_strings":["Jordan University of Science and Technology Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Jordan University of Science and Technology Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110222324","display_name":"Riyad Al\u2013Shalabi","orcid":null},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Riyad Al-Shalabi","raw_affiliation_strings":["Amman Arab University, Amman, JO","Amman Arab University, Amman, Jordan#TAB#"],"affiliations":[{"raw_affiliation_string":"Amman Arab University, Amman, JO","institution_ids":["https://openalex.org/I145380033"]},{"raw_affiliation_string":"Amman Arab University, Amman, Jordan#TAB#","institution_ids":["https://openalex.org/I145380033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079791062"],"corresponding_institution_ids":["https://openalex.org/I156983542"],"apc_list":null,"apc_paid":null,"fwci":7.3619,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9719323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"601","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","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/T12380","display_name":"Authorship Attribution and Profiling","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/T11644","display_name":"Spam and Phishing Detection","score":0.9854999780654907,"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"}},{"id":"https://openalex.org/T12970","display_name":"Names, Identity, and Discrimination Research","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.7379927039146423},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7010641098022461},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6945564150810242},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.6230035424232483},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6052005887031555},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.559583842754364},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.553199827671051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48405617475509644},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4728560447692871},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47156211733818054},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.47076988220214844},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45770856738090515},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34934717416763306},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34874194860458374},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3450571894645691},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12760630249977112},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12452709674835205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379927039146423},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7010641098022461},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6945564150810242},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.6230035424232483},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6052005887031555},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.559583842754364},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.553199827671051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48405617475509644},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4728560447692871},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47156211733818054},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.47076988220214844},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45770856738090515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34934717416763306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34874194860458374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3450571894645691},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12760630249977112},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12452709674835205},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa.2014.7073254","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1481507845","https://openalex.org/W1495061682","https://openalex.org/W1528113134","https://openalex.org/W1530117508","https://openalex.org/W1545302199","https://openalex.org/W1550206324","https://openalex.org/W1598333443","https://openalex.org/W1630964756","https://openalex.org/W1670263352","https://openalex.org/W1822155186","https://openalex.org/W1826790618","https://openalex.org/W1933546049","https://openalex.org/W1953638699","https://openalex.org/W1993539890","https://openalex.org/W1994972134","https://openalex.org/W2000369940","https://openalex.org/W2005624335","https://openalex.org/W2008950665","https://openalex.org/W2010673379","https://openalex.org/W2032793012","https://openalex.org/W2039240145","https://openalex.org/W2042876571","https://openalex.org/W2043287290","https://openalex.org/W2046263451","https://openalex.org/W2072828027","https://openalex.org/W2075137335","https://openalex.org/W2077020558","https://openalex.org/W2094340922","https://openalex.org/W2100601979","https://openalex.org/W2114985053","https://openalex.org/W2133990480","https://openalex.org/W2140190241","https://openalex.org/W2151595407","https://openalex.org/W2158295279","https://openalex.org/W2160802179","https://openalex.org/W2910925125","https://openalex.org/W2911964244","https://openalex.org/W2912780347","https://openalex.org/W2979469769","https://openalex.org/W4206031910","https://openalex.org/W4250089123","https://openalex.org/W6629652716","https://openalex.org/W6631871488","https://openalex.org/W6632865047","https://openalex.org/W6638367224","https://openalex.org/W6683942711","https://openalex.org/W6758351866","https://openalex.org/W6769072479"],"related_works":["https://openalex.org/W1966494590","https://openalex.org/W1593132758","https://openalex.org/W2117874351","https://openalex.org/W4206398305","https://openalex.org/W3023934611","https://openalex.org/W2157186778","https://openalex.org/W2982648111","https://openalex.org/W2082747743","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0,82,91],"prevalent":[1],"use":[2],"of":[3,13,34,64,84,110,133,153],"Online":[4],"Social":[5],"Networks":[6],"(OSN)":[7],"and":[8,11,39,98,139,159,162],"the":[9,28,31,40,70,99,104,108,134,141,156,163],"anonymity":[10],"lack":[12],"accountability":[14],"they":[15,106,114],"inherent":[16],"from":[17,78],"being":[18],"online":[19],"give":[20],"rise":[21],"to":[22,26,80],"many":[23],"problems":[24],"related":[25],"finding":[27],"connection":[29],"between":[30],"massive":[32],"amount":[33],"text":[35,47],"data":[36,48],"on":[37,60,88,117,155],"OSN":[38],"people":[41],"who":[42],"actually":[43],"wrote":[44],"them.":[45],"Analyzing":[46],"for":[49,145],"such":[50,167],"purposes":[51],"is":[52,58,68,87,93],"called":[53],"authorship":[54,65],"analysis.":[55],"This":[56],"work":[57,86],"focused":[59],"one":[61],"specific":[62],"type":[63],"analysis,":[66],"which":[67],"identifying":[69],"author's":[71],"gender.":[72],"Gender":[73],"identification":[74],"has":[75],"various":[76],"applications":[77],"marketing":[79],"security.":[81],"focus":[83],"this":[85,128],"Arabic":[89],"articles.":[90],"problem":[92,97,129,138],"basically":[94],"a":[95,131],"classification":[96,160],"current":[100],"approaches":[101],"differ":[102],"in":[103],"way":[105],"compute":[107],"features":[109],"each":[111],"document.":[112],"However,":[113],"all":[115],"agree":[116],"following":[118],"some":[119],"\u201cstylometric":[120],"features\u201d":[121],"approach.":[122],"Unlike":[123],"these":[124],"works,":[125],"ours":[126],"treat":[127],"as":[130],"variation":[132],"Text":[135],"Classification":[136],"(TC)":[137],"follow":[140],"Bag-Of-Words":[142],"(BOW)":[143],"approach":[144,169],"feature":[146,157],"selection.":[147],"We":[148],"perform":[149],"an":[150,168],"extensive":[151],"set":[152],"experiments":[154],"selection":[158],"phase":[161],"results":[164],"show":[165],"that":[166],"yield":[170],"surprisingly":[171],"high":[172],"results.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
