{"id":"https://openalex.org/W922214620","doi":"https://doi.org/10.4018/ijdsst.2015040101","title":"Multi-Agents Approach for Data Mining Based k-Means for Improving the Decision Process in the ERP Systems","display_name":"Multi-Agents Approach for Data Mining Based k-Means for Improving the Decision Process in the ERP Systems","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W922214620","doi":"https://doi.org/10.4018/ijdsst.2015040101","mag":"922214620"},"language":"en","primary_location":{"id":"doi:10.4018/ijdsst.2015040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.2015040101","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","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/A5048101437","display_name":"Nadjib Mesbahi","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Nadjib Mesbahi","raw_affiliation_strings":["Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009358077","display_name":"Okba Kazar","orcid":"https://orcid.org/0000-0003-0522-4954"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Okba Kazar","raw_affiliation_strings":["Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#"],"raw_orcid":"https://orcid.org/0000-0003-0522-4954","affiliations":[{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001877199","display_name":"Saber Benharzallah","orcid":"https://orcid.org/0000-0002-3870-4383"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Saber Benharzallah","raw_affiliation_strings":["Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073995002","display_name":"Merouane Zoubeidi","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Merouane Zoubeidi","raw_affiliation_strings":["Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069107071","display_name":"Samir Bourekkache","orcid":"https://orcid.org/0000-0003-2038-6257"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Samir Bourekkache","raw_affiliation_strings":["Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Smart Computer Science Laboratory, University of Biskra, Biskra, Algeria#TAB#","institution_ids":["https://openalex.org/I206961696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048101437"],"corresponding_institution_ids":["https://openalex.org/I206961696"],"apc_list":null,"apc_paid":null,"fwci":3.294,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92556067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"2","first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9890999794006348,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9890999794006348,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9821000099182129,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9646000266075134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8396497964859009},{"id":"https://openalex.org/keywords/enterprise-resource-planning","display_name":"Enterprise resource planning","score":0.679664134979248},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.505200207233429},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5040468573570251},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4843210279941559},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47841745615005493},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44883084297180176},{"id":"https://openalex.org/keywords/jade","display_name":"JADE (particle detector)","score":0.436027467250824},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.4302780330181122},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4274910092353821},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4152829945087433},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37320810556411743},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.351991206407547},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34529346227645874},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2232482135295868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20418348908424377},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.11487573385238647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8396497964859009},{"id":"https://openalex.org/C2777960535","wikidata":"https://www.wikidata.org/wiki/Q131508","display_name":"Enterprise resource planning","level":2,"score":0.679664134979248},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.505200207233429},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5040468573570251},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4843210279941559},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47841745615005493},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44883084297180176},{"id":"https://openalex.org/C2780032874","wikidata":"https://www.wikidata.org/wiki/Q16948557","display_name":"JADE (particle detector)","level":2,"score":0.436027467250824},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4302780330181122},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4274910092353821},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4152829945087433},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37320810556411743},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.351991206407547},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34529346227645874},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2232482135295868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20418348908424377},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.11487573385238647},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdsst.2015040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.2015040101","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdsst0:v:7:y:2015:i:2:p:1-14","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDSST.2015040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1970318199","https://openalex.org/W2046133031","https://openalex.org/W2133160781","https://openalex.org/W2136914668","https://openalex.org/W2152471570","https://openalex.org/W2163598528","https://openalex.org/W2472951980"],"related_works":["https://openalex.org/W4293167945","https://openalex.org/W2744244477","https://openalex.org/W1963779131","https://openalex.org/W2016355461","https://openalex.org/W2386938185","https://openalex.org/W2068844411","https://openalex.org/W1986386500","https://openalex.org/W2793744252","https://openalex.org/W1516746680","https://openalex.org/W2072284316"],"abstract_inverted_index":{"Today":[0],"the":[1,20,60,67,75,78,85,106,112,133,140,149,163],"enterprise":[2],"resource":[3],"planning":[4],"(ERP)":[5],"became":[6],"a":[7,23,32,44,127,154],"tool":[8],"that":[9,109],"enables":[10],"uniform":[11],"and":[12,40,125,159],"consistent":[13],"management":[14],"of":[15,19,80,87,114,135,157],"information":[16,39],"system":[17,82],"(IS)":[18],"company":[21],"with":[22,162],"large":[24,45],"single":[25],"database.":[26,46],"In":[27,47],"addition,":[28],"Data":[29],"Mining":[30],"is":[31,36,70,95,110,144],"technology":[33],"whose":[34,93],"purpose":[35],"to":[37,62,83,96,121,147],"promote":[38],"knowledge":[41,65],"extraction":[42],"from":[43],"this":[48],"paper,":[49],"an":[50],"agent-based":[51],"multi-layered":[52],"approach":[53],"for":[54],"data":[55],"mining":[56],"based":[57],"k-Means":[58],"through":[59],"ERP":[61,68],"extract":[63],"hidden":[64],"in":[66],"database":[69],"proposed.":[71],"To":[72,138],"achieve":[73],"this,":[74],"authors":[76],"call":[77],"paradigm":[79],"multi-agent":[81,136],"distribute":[84],"complexity":[86],"several":[88],"autonomous":[89],"entities":[90],"called":[91],"agents,":[92],"goal":[94],"group":[97],"records":[98],"or":[99],"observations":[100],"on":[101],"similar":[102],"objects":[103],"classes":[104],"using":[105],"k-means":[107],"technique":[108],"dedicated":[111],"task":[113],"clustering.":[115],"This":[116],"will":[117],"help":[118],"business":[119],"decision-makers":[120],"take":[122],"good":[123,129],"decisions":[124],"provide":[126],"very":[128],"response":[130],"time":[131],"by":[132],"use":[134,148],"system.":[137],"implement":[139],"proposed":[141],"architecture,":[142],"it":[143],"more":[145],"convenient":[146],"JADE":[150],"platform":[151],"while":[152],"providing":[153],"complete":[155],"set":[156],"services":[158],"agents":[160],"comply":[161],"specifications":[164],"FIPA.":[165]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
