{"id":"https://openalex.org/W2058195867","doi":"https://doi.org/10.1109/snpd.2012.21","title":"A Possibilistic Approach for the Automatic Morphological Disambiguation of Arabic Texts","display_name":"A Possibilistic Approach for the Automatic Morphological Disambiguation of Arabic Texts","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2058195867","doi":"https://doi.org/10.1109/snpd.2012.21","mag":"2058195867"},"language":"en","primary_location":{"id":"doi:10.1109/snpd.2012.21","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2012.21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5019537062","display_name":"Raja Ayed","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Raja Ayed","raw_affiliation_strings":["RIADI Laboratory The National School of Computer Science, Manouba University, Tunisia","[RIADI Lab., Manouba Univ., Manouba, Tunisia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI Laboratory The National School of Computer Science, Manouba University, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"[RIADI Lab., Manouba Univ., Manouba, Tunisia]","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058227632","display_name":"Ibrahim Bounhas","orcid":"https://orcid.org/0000-0002-6310-7062"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ibrahim Bounhas","raw_affiliation_strings":["Department of Computer Science Faculty of Sciences of Tunis, Tunis, Tunisia","Dept. of Comput. Sci., Fac. of Sci. of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Faculty of Sciences of Tunis, Tunis, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Sci., Fac. of Sci. of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065031712","display_name":"Bilel Elayeb","orcid":"https://orcid.org/0000-0002-5050-2522"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Bilel Elayeb","raw_affiliation_strings":["RIADI Laboratory The National School of Computer Science, Manouba University, Tunisia","[RIADI Lab., Manouba Univ., Manouba, Tunisia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI Laboratory The National School of Computer Science, Manouba University, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"[RIADI Lab., Manouba Univ., Manouba, Tunisia]","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031916113","display_name":"Fabrice Evrard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Evrard","raw_affiliation_strings":["Informatics Research Institute of Toulouse, Toulouse, France","Inf. Res. Inst. of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Research Institute of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Inf. Res. Inst. of Toulouse, Toulouse, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079537589","display_name":"Narj\u00e8s Bellamine Ben Saoud","orcid":"https://orcid.org/0000-0002-8071-0189"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Narjes Bellamine Ben Saoud","raw_affiliation_strings":["RIADI Lab., Manouba Univ., Manouba, Tunisia","[RIADI Lab., Manouba Univ., Manouba, Tunisia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIADI Lab., Manouba Univ., Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"[RIADI Lab., Manouba Univ., Manouba, Tunisia]","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":null,"first_page":"187","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9997000098228455,"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":0.9990000128746033,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9979000091552734,"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":0.789419412612915},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7648839950561523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6754082441329956},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6523056030273438},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6113423109054565},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5709993243217468},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4837920367717743},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48312661051750183},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.43051978945732117},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3305665850639343},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33020326495170593},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11330613493919373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789419412612915},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7648839950561523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6754082441329956},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6523056030273438},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6113423109054565},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5709993243217468},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4837920367717743},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48312661051750183},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.43051978945732117},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3305665850639343},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33020326495170593},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11330613493919373},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/snpd.2012.21","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2012.21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W11927782","https://openalex.org/W122372052","https://openalex.org/W1485902645","https://openalex.org/W1509562192","https://openalex.org/W1554663460","https://openalex.org/W1563497747","https://openalex.org/W1855497951","https://openalex.org/W1964061118","https://openalex.org/W1967093286","https://openalex.org/W2025357764","https://openalex.org/W2048978997","https://openalex.org/W2094110868","https://openalex.org/W2101787548","https://openalex.org/W2109613320","https://openalex.org/W2112861996","https://openalex.org/W2122111042","https://openalex.org/W2124973918","https://openalex.org/W2126784811","https://openalex.org/W2144629724","https://openalex.org/W2144810223","https://openalex.org/W2145790912","https://openalex.org/W2148603752","https://openalex.org/W2159080219","https://openalex.org/W2615737084","https://openalex.org/W3209794480","https://openalex.org/W4230588984","https://openalex.org/W4236137412","https://openalex.org/W4249836992","https://openalex.org/W4285719527","https://openalex.org/W4299545283","https://openalex.org/W4299551239","https://openalex.org/W6600490168","https://openalex.org/W6604885153","https://openalex.org/W6633643324","https://openalex.org/W6638788522","https://openalex.org/W6677022549","https://openalex.org/W6803461209","https://openalex.org/W6843958726","https://openalex.org/W6890406761"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"This":[0,88],"paper":[1,62],"presents":[2],"a":[3,13,85,107],"new":[4],"approach":[5],"for":[6],"Arabic":[7],"non-vocalized":[8,95],"texts":[9,34,69],"disambiguation":[10],"based":[11],"on":[12,106],"possibilistic":[14,86],"classifier.":[15],"A":[16],"morphological":[17,29,81,126],"analyzer":[18],"provides":[19],"all":[20],"the":[21,25,28,37,50,54,77,119,124,133],"possible":[22],"solutions":[23,40],"and":[24,43],"values":[26,79],"of":[27,31,39,53,60,68,80,109],"features":[30,82],"words.":[32],"When":[33],"are":[35,130],"vocalized,":[36],"number":[38],"is":[41,63,90,123],"reduced":[42],"in":[44,70],"many":[45],"cases,":[46],"we":[47,103,115],"can":[48],"identify":[49],"correct":[51],"analysis":[52],"input":[55],"word.":[56],"The":[57],"main":[58,125],"idea":[59],"this":[61,66,113],"to":[64,72,93,99,132],"exploit":[65],"type":[67],"order":[71,98],"learn":[73],"contextual":[74],"dependencies":[75],"between":[76],"different":[78],"modeled":[83],"as":[84],"network.":[87],"knowledge":[89],"used":[91],"later":[92],"disambiguate":[94],"texts.":[96],"In":[97,112],"evaluate":[100],"our":[101],"approach,":[102],"perform":[104],"experiments":[105],"corpus":[108],"arabic":[110],"stories.":[111],"paper,":[114],"present":[116],"results":[117,129],"concerning":[118],"Part-Of-Speech":[120],"(POS)":[121],"which":[122],"feature.":[127],"Our":[128],"compared":[131],"SVM-based":[134],"system":[135],"called":[136],"MADA.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}