{"id":"https://openalex.org/W2811431685","doi":"https://doi.org/10.48084/etasr.1936","title":"Outlining a Model of an Intelligent Decision Support System Based on Multi Agents","display_name":"Outlining a Model of an Intelligent Decision Support System Based on Multi Agents","publication_year":2018,"publication_date":"2018-06-19","ids":{"openalex":"https://openalex.org/W2811431685","doi":"https://doi.org/10.48084/etasr.1936","mag":"2811431685"},"language":"en","primary_location":{"id":"doi:10.48084/etasr.1936","doi":"https://doi.org/10.48084/etasr.1936","is_oa":true,"landing_page_url":"https://doi.org/10.48084/etasr.1936","pdf_url":"http://etasr.com/index.php/ETASR/article/download/1936/pdf","source":{"id":"https://openalex.org/S2737646863","display_name":"Engineering Technology & Applied Science Research","issn_l":"1792-8036","issn":["1792-8036","2241-4487"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310318068","host_organization_name":"Engineering, Technology & Applied Science Research","host_organization_lineage":["https://openalex.org/P4310318068"],"host_organization_lineage_names":["Engineering, Technology & Applied Science Research"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Technology & Applied Science Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://etasr.com/index.php/ETASR/article/download/1936/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065014253","display_name":"Nezha Benmoussa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"N. Benmoussa","raw_affiliation_strings":["Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046620786","display_name":"Meryem Fakhouri Amr","orcid":"https://orcid.org/0000-0003-0497-1595","observed_orcids":["https://orcid.org/0000-0003-0497-1595"]},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"M. Fakhouri Amr","raw_affiliation_strings":["Signals, Distributed Systems and Artificial Intelligence Laboratory (SSDIA), ENSET, University Hassan II, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals, Distributed Systems and Artificial Intelligence Laboratory (SSDIA), ENSET, University Hassan II, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049014071","display_name":"Souad Ahriz","orcid":"https://orcid.org/0009-0004-0740-366X","observed_orcids":["https://orcid.org/0009-0004-0740-366X"]},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"S. Ahriz","raw_affiliation_strings":["Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"]}]},{"author_position":"middle","author":{"id":null,"display_name":"K. Mansouri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"K. Mansouri","raw_affiliation_strings":["Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075621754","display_name":"El Hossein Illoussamen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"E. Illoussamen","raw_affiliation_strings":["Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signals, Distributed Systems and Artificial Intelligence Laboratory, ENSET Mohammedia, University of Hassan II, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065014253"],"corresponding_institution_ids":["https://openalex.org/I4210121980","https://openalex.org/I4210164065"],"apc_list":{"value":400,"currency":"EUR","value_usd":431},"apc_paid":{"value":400,"currency":"EUR","value_usd":431},"fwci":0.3377,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.6930445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"8","issue":"3","first_page":"2937","last_page":"2942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.03319999948143959,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.0044999998062849045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"intelligent decision support system","score":0.9599999785423279},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.9980000257492065},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.6790000200271606},{"id":"https://openalex.org/keywords/environmental-change-detection","display_name":"environmental change detection","score":0.7390000224113464},{"id":"https://openalex.org/keywords/real-time-analytics","display_name":"real-time analytics","score":0.7789999842643738},{"id":"https://openalex.org/keywords/prospecting","display_name":"prospecting","score":0.5619999766349792},{"id":"https://openalex.org/keywords/sustainable-performance","display_name":"sustainable performance","score":0.6790000200271606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6685075759887695},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6198540329933167},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6092862486839294},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.5681516528129578},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5238418579101562},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3477795720100403},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32387983798980713},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32219934463500977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2041161060333252},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1736530065536499},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15482795238494873},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10880059003829956},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.48084/etasr.1936","doi":"https://doi.org/10.48084/etasr.1936","is_oa":true,"landing_page_url":"https://doi.org/10.48084/etasr.1936","pdf_url":"http://etasr.com/index.php/ETASR/article/download/1936/pdf","source":{"id":"https://openalex.org/S2737646863","display_name":"Engineering Technology & Applied Science Research","issn_l":"1792-8036","issn":["1792-8036","2241-4487"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310318068","host_organization_name":"Engineering, Technology & Applied Science Research","host_organization_lineage":["https://openalex.org/P4310318068"],"host_organization_lineage_names":["Engineering, Technology & Applied Science Research"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Technology & Applied Science Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:68f88c78b5534f229be39420df2ec2d0","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/68f88c78b5534f229be39420df2ec2d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Engineering, Technology & Applied Science Research, Vol 8, Iss 3 (2018)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:1400511","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1400511","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Engineering, Technology & Applied Science Research 8(3) 2937-2942","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.1400510","doi":"https://doi.org/10.5281/zenodo.1400510","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1400510","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.1400511","doi":"https://doi.org/10.5281/zenodo.1400511","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1400511","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.48084/etasr.1936","doi":"https://doi.org/10.48084/etasr.1936","is_oa":true,"landing_page_url":"https://doi.org/10.48084/etasr.1936","pdf_url":"http://etasr.com/index.php/ETASR/article/download/1936/pdf","source":{"id":"https://openalex.org/S2737646863","display_name":"Engineering Technology & Applied Science Research","issn_l":"1792-8036","issn":["1792-8036","2241-4487"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310318068","host_organization_name":"Engineering, Technology & Applied Science Research","host_organization_lineage":["https://openalex.org/P4310318068"],"host_organization_lineage_names":["Engineering, Technology & Applied Science Research"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Technology & Applied Science Research","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2811431685.pdf","grobid_xml":"https://content.openalex.org/works/W2811431685.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W172720510","https://openalex.org/W1495638931","https://openalex.org/W1576703893","https://openalex.org/W1593564357","https://openalex.org/W1792445477","https://openalex.org/W1937458681","https://openalex.org/W2022738881","https://openalex.org/W2027875119","https://openalex.org/W2044743550","https://openalex.org/W2167027081","https://openalex.org/W2582613349","https://openalex.org/W2606526876","https://openalex.org/W2615688110","https://openalex.org/W4236791900","https://openalex.org/W7147060649"],"related_works":["https://openalex.org/W2948768737","https://openalex.org/W2393089085","https://openalex.org/W2375005546","https://openalex.org/W2370662656","https://openalex.org/W2352142350","https://openalex.org/W7163399953","https://openalex.org/W2393417990","https://openalex.org/W1585850510","https://openalex.org/W2119090547","https://openalex.org/W2351736261"],"abstract_inverted_index":{"Performance":[0],"optimization":[1,51,116],"has":[2],"become":[3],"a":[4,24,44],"necessity":[5],"for":[6,105],"the":[7,50,91,95],"survival":[8],"of":[9,52],"enterprises":[10,39],"as":[11],"emerging":[12],"technologies":[13],"continue":[14],"to":[15,43],"impact":[16],"them.":[17],"To":[18],"achieve":[19],"this":[20],"goal,":[21],"decision":[22,60],"making,":[23],"complex":[25],"process":[26],"which":[27],"depends":[28],"on":[29,65],"big":[30],"data":[31],"and":[32,86,94,107,110,115],"human":[33],"issues,":[34],"must":[35,48],"be":[36],"effective.":[37],"As":[38],"are":[40],"being":[41],"subjected":[42],"multi-faceted":[45],"pressure,":[46],"they":[47],"ensure":[49],"their":[53],"performance.":[54],"This":[55,98],"article":[56],"investigates":[57],"an":[58,75,79,101],"intelligent":[59,76],"support":[61],"system":[62],"(IDSS)":[63],"based":[64],"multi":[66],"agent":[67],"systems":[68],"(MAS).":[69],"Our":[70],"contribution":[71],"consists":[72],"in":[73,89],"developing":[74],"model":[77,99],"with":[78],"IDSS":[80],"MAS":[81],"approach":[82],"that":[83],"can":[84],"detect":[85],"evaluate":[87],"changes":[88],"both":[90],"external":[92],"environment":[93],"enterprise":[96],"itself.":[97],"is":[100],"adequate":[102],"management":[103],"tool":[104],"optimal":[106],"sustainable":[108],"performance":[109],"offers":[111],"real-time":[112],"analytical,":[113],"prospecting":[114],"methods.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-07-10T00:00:00"}