{"id":"https://openalex.org/W4400115922","doi":"https://doi.org/10.3233/his-240010","title":"Interpreting the structure and results of a data warehouse model using ontology and machine learning techniques","display_name":"Interpreting the structure and results of a data warehouse model using ontology and machine learning techniques","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400115922","doi":"https://doi.org/10.3233/his-240010"},"language":"en","primary_location":{"id":"doi:10.3233/his-240010","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-240010","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","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/A5048504765","display_name":"Mourad Ellouze","orcid":"https://orcid.org/0000-0001-7831-5318"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Mourad Ellouze","raw_affiliation_strings":["ANLP Group MIRACL Laboratory, FSEGS, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0001-7831-5318","affiliations":[{"raw_affiliation_string":"ANLP Group MIRACL Laboratory, FSEGS, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102717363","display_name":"Lamia Hadrich Belguith","orcid":"https://orcid.org/0000-0002-5063-9246"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lamia Hadrich Belguith","raw_affiliation_strings":["ANLP Group MIRACL Laboratory, FSEGS, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-5063-9246","affiliations":[{"raw_affiliation_string":"ANLP Group MIRACL Laboratory, FSEGS, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048504765"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.8933,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76017695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"20","issue":"4","first_page":"317","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9789999723434448,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813805341720581},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6760430335998535},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.6602175235748291},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.5206712484359741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5003798007965088},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.49612244963645935},{"id":"https://openalex.org/keywords/dimensional-modeling","display_name":"Dimensional modeling","score":0.4158865809440613},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.41452640295028687},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41190028190612793},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4076691269874573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3930004835128784},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3061610460281372},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.14633366465568542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813805341720581},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6760430335998535},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.6602175235748291},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.5206712484359741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5003798007965088},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.49612244963645935},{"id":"https://openalex.org/C143008350","wikidata":"https://www.wikidata.org/wiki/Q3432172","display_name":"Dimensional modeling","level":2,"score":0.4158865809440613},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41452640295028687},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41190028190612793},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4076691269874573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3930004835128784},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3061610460281372},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.14633366465568542},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-240010","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-240010","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W335353633","https://openalex.org/W1540862445","https://openalex.org/W1594185792","https://openalex.org/W1838463810","https://openalex.org/W1895891284","https://openalex.org/W2004613914","https://openalex.org/W2027702526","https://openalex.org/W2060031114","https://openalex.org/W2113596997","https://openalex.org/W2129212578","https://openalex.org/W2489878324","https://openalex.org/W2604011835","https://openalex.org/W2793383980","https://openalex.org/W2806155780","https://openalex.org/W2921111826","https://openalex.org/W2969235873","https://openalex.org/W2970963327","https://openalex.org/W3003720168","https://openalex.org/W3004276041","https://openalex.org/W3022809447","https://openalex.org/W3090155136","https://openalex.org/W3197025910","https://openalex.org/W4200094744","https://openalex.org/W4221096930","https://openalex.org/W4230097545","https://openalex.org/W4283592650","https://openalex.org/W4288779866","https://openalex.org/W4294074076","https://openalex.org/W4297338107","https://openalex.org/W4376270748","https://openalex.org/W4379137629","https://openalex.org/W4381322930","https://openalex.org/W4387971780","https://openalex.org/W4390620565","https://openalex.org/W4390663640","https://openalex.org/W4390688548","https://openalex.org/W4392608211","https://openalex.org/W4400962758"],"related_works":["https://openalex.org/W2369215403","https://openalex.org/W2587054594","https://openalex.org/W2099525665","https://openalex.org/W1508412218","https://openalex.org/W2030241121","https://openalex.org/W2955514960","https://openalex.org/W2003588249","https://openalex.org/W1513469429","https://openalex.org/W56352555","https://openalex.org/W2353501069"],"abstract_inverted_index":{"In":[0,208],"this":[1,168,216],"paper,":[2],"we":[3],"present":[4],"an":[5,41,76,144],"intelligent":[6],"methodology":[7,110,142,234],"for":[8,44,184],"assisting":[9],"decision-makers":[10,173],"in":[11,112,120],"both":[12,244],"understanding":[13,77],"the":[14,45,48,59,72,79,84,89,98,130,134,151,190,199,212,219,238],"structure":[15],"of":[16,47,69,78,100,107,129,153,167,203,211,215,221],"a":[17,36,53,67,117],"data":[18,37,135,146,156],"warehouse":[19,38,136,147],"model":[20,39,148,169,217],"and":[21,201,226,237,246],"making":[22],"decisions.":[23],"The":[24,105,164],"support":[25],"module":[26],"proposed":[27,109,141,233],"by":[28,133,197],"our":[29,108,140],"method":[30],"comprises":[31],"three":[32],"operations:":[33],"(i)":[34],"transforming":[35],"into":[40],"ontology,":[42],"allowing":[43],"display":[46],"different":[49,60,90],"terminology":[50],"related":[51,157],"to":[52,71,115,122,125,143,158,171,180],"specific":[54],"domain":[55],"as":[56,58],"well":[57],"semantic":[61],"relationships":[62],"between":[63],"them,":[64],"(ii)":[65],"recommending":[66],"series":[68],"queries":[70],"decision-maker":[73],"that":[74,149,177],"enables":[75,150],"reasoning":[80],"logic":[81],"based":[82],"on":[83,205],"ontology\u2019s":[85],"structure,":[86],"(iii)":[87],"enriching":[88],"results":[91,239],"obtained":[92],"from":[93],"some":[94],"analysis":[95,152],"tools":[96],"through":[97],"use":[99,220],"advanced":[101],"machine":[102],"learning":[103],"techniques.":[104,231],"originality":[106],"lies":[111],"its":[113],"ability":[114],"influence":[116],"decision-maker\u2019s":[118],"thinking":[119],"order":[121],"encourage":[123],"him":[124],"take":[126],"full":[127],"advantage":[128],"services":[131,176],"provided":[132],"model.":[137],"We":[138],"apply":[139],"extended":[145],"social":[154,206],"media":[155],"people":[159,185,204],"with":[160,174,186],"personality":[161,187],"disorders":[162,188],"(PD).":[163],"primary":[165],"goal":[166],"is":[170,218,235],"provide":[172],"suitable":[175],"allow":[178],"them":[179],"make":[181],"meaningful":[182],"decisions":[183],"around":[189],"world.":[191],"This":[192],"task":[193],"was":[194],"carried":[195],"out":[196],"analyzing":[198],"activities":[200],"content":[202],"media.":[207],"addition,":[209],"one":[210],"main":[213],"advantages":[214],"various":[222],"artificial":[223],"intelligence":[224],"(AI)":[225],"natural":[227],"language":[228],"processing":[229],"(NLP)":[230],"Our":[232],"implemented":[236],"achieved":[240],"are":[241],"evaluated":[242],"using":[243],"quantitative":[245],"qualitative":[247],"methods.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
