{"id":"https://openalex.org/W2120750532","doi":"https://doi.org/10.1142/s179384061100222x","title":"An Approach for Arabic Text Categorization Using Association Rule Mining","display_name":"An Approach for Arabic Text Categorization Using Association Rule Mining","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2120750532","doi":"https://doi.org/10.1142/s179384061100222x","mag":"2120750532"},"language":"en","primary_location":{"id":"doi:10.1142/s179384061100222x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179384061100222x","pdf_url":null,"source":{"id":"https://openalex.org/S50006202","display_name":"International Journal of Computer Processing Of Languages","issn_l":"1793-8406","issn":["1793-8406","2010-0205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Processing of Languages","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/A5041382152","display_name":"Qasem A. Al\u2010Radaideh","orcid":"https://orcid.org/0000-0002-3406-0867"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"QASEM A. AL-RADAIDEH","raw_affiliation_strings":["Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071992446","display_name":"Emad Al\u2010Shawakfa","orcid":"https://orcid.org/0000-0002-4988-5060"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"EMAD M. AL-SHAWAKFA","raw_affiliation_strings":["Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091110006","display_name":"Abdullah Saeed Ghareb","orcid":null},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"ABDULLAH S. GHAREB","raw_affiliation_strings":["Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, Faculty of Information Technology and Computer Sciences, Yarmouk University, Irbid 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071624787","display_name":"Hani Abu\u2010Salem","orcid":"https://orcid.org/0009-0002-2374-1517"},"institutions":[{"id":"https://openalex.org/I8645926","display_name":"University of South Carolina Aiken","ror":"https://ror.org/02d9k9g58","country_code":"US","type":"education","lineage":["https://openalex.org/I8645926"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"HANI ABU-SALEM","raw_affiliation_strings":["Department of Math and Computer Science, University of South Carolina-Aiken, Aiken, SC 29801, USA"],"affiliations":[{"raw_affiliation_string":"Department of Math and Computer Science, University of South Carolina-Aiken, Aiken, SC 29801, USA","institution_ids":["https://openalex.org/I8645926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041382152"],"corresponding_institution_ids":["https://openalex.org/I85507684"],"apc_list":null,"apc_paid":null,"fwci":1.2827,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84234505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"01","first_page":"81","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9986000061035156,"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":0.9986000061035156,"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":0.991100013256073,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9825000166893005,"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/association-rule-learning","display_name":"Association rule learning","score":0.8621320724487305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8192683458328247},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.748818039894104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5600247383117676},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.5403440594673157},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5028433203697205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4815366864204407},{"id":"https://openalex.org/keywords/weighted-voting","display_name":"Weighted voting","score":0.480328232049942},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.4390503466129303},{"id":"https://openalex.org/keywords/majority-rule","display_name":"Majority rule","score":0.43520331382751465},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4346855580806732},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4341147541999817},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4332472085952759},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4331849217414856},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.428178071975708},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3746890425682068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09336978197097778}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8621320724487305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192683458328247},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.748818039894104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5600247383117676},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.5403440594673157},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5028433203697205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4815366864204407},{"id":"https://openalex.org/C132778050","wikidata":"https://www.wikidata.org/wiki/Q2065430","display_name":"Weighted voting","level":4,"score":0.480328232049942},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.4390503466129303},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.43520331382751465},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4346855580806732},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4341147541999817},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4332472085952759},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4331849217414856},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.428178071975708},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3746890425682068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09336978197097778},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s179384061100222x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179384061100222x","pdf_url":null,"source":{"id":"https://openalex.org/S50006202","display_name":"International Journal of Computer Processing Of Languages","issn_l":"1793-8406","issn":["1793-8406","2010-0205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Processing of Languages","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W17548503","https://openalex.org/W25636905","https://openalex.org/W173448085","https://openalex.org/W176442434","https://openalex.org/W367528235","https://openalex.org/W1232219510","https://openalex.org/W1574613422","https://openalex.org/W1578692790","https://openalex.org/W1623342295","https://openalex.org/W1944868637","https://openalex.org/W2044781350","https://openalex.org/W2059503205","https://openalex.org/W2062226968","https://openalex.org/W2077679384","https://openalex.org/W2088877638","https://openalex.org/W2110645462","https://openalex.org/W2114750518","https://openalex.org/W2117423052","https://openalex.org/W2166030254","https://openalex.org/W2171444767","https://openalex.org/W2291353786","https://openalex.org/W2910925125","https://openalex.org/W2963823794","https://openalex.org/W4256133489"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779","https://openalex.org/W2383378197"],"abstract_inverted_index":{"Text":[0],"Categorization":[1],"(TC)":[2],"has":[3],"become":[4],"one":[5],"of":[6,27,60,94,107,135,140,161],"the":[7,19,58,84,111,126,131,145,148,153,159,162],"major":[8],"techniques":[9],"for":[10,23,51,63,68,78,173],"organizing":[11],"and":[12,25,119],"managing":[13],"online":[14],"information.":[15],"Several":[16],"studies":[17,29],"proposed":[18,31,50,85],"so-called":[20],"associative":[21],"classification":[22,66,98,109,176],"databases":[24],"few":[26],"these":[28],"are":[30],"to":[32,142,178],"classify":[33],"text":[34,53,70],"documents":[35],"into":[36],"predefined":[37],"categories":[38],"based":[39,74],"on":[40,91],"their":[41,108],"contents.":[42],"In":[43],"this":[44],"paper":[45],"a":[46,65,92,170],"new":[47],"approach":[48,56],"is":[49,76,130,169],"Arabic":[52,69,95,180],"categorization.":[54,71],"The":[55,122],"facilitates":[57],"discovery":[59],"association":[61,79,101,166],"rules":[62,102],"building":[64,174],"model":[67],"An":[72],"apriori":[73],"algorithm":[75],"employed":[77],"rule":[80,150,167],"mining.":[81],"To":[82],"validate":[83],"approach,":[86],"several":[87],"experiments":[88,136,163],"were":[89,103],"applied":[90],"collection":[93],"documents.":[96],"Three":[97],"methods":[99,112],"using":[100],"compared":[104],"in":[105,133,155],"terms":[106],"accuracy;":[110],"are:":[113],"ordered":[114],"decision":[115],"list,":[116],"weighted":[117,149],"rules,":[118],"majority":[120,127],"voting.":[121],"results":[123,160],"showed":[124,164],"that":[125,165],"voting":[128],"method":[129,151,172],"best":[132],"most":[134],"achieving":[137],"an":[138],"accuracy":[139],"up":[141],"87%.":[143],"On":[144],"other":[146],"hand,":[147],"was":[152],"worst":[154],"all":[156],"experiments.":[157],"Generally,":[158],"mining":[168],"suitable":[171],"good":[175],"models":[177],"categorize":[179],"text.":[181]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}