{"id":"https://openalex.org/W3156917955","doi":"https://doi.org/10.1109/access.2021.3074125","title":"Multi-Agent System Combined With Distributed Data Mining for Mutual Collaboration Classification","display_name":"Multi-Agent System Combined With Distributed Data Mining for Mutual Collaboration Classification","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3156917955","doi":"https://doi.org/10.1109/access.2021.3074125","mag":"3156917955"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3074125","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3074125","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09408657.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09408657.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000046781","display_name":"Mais Haj Qasem","orcid":"https://orcid.org/0000-0001-8648-9713"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mais Haj Qasem","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0001-8648-9713","affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000391092","display_name":"Nadim Obeid","orcid":"https://orcid.org/0000-0001-9218-0923"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nadim Obeid","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036362082","display_name":"Amjad Hudaib","orcid":"https://orcid.org/0000-0003-0404-4070"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Amjad Hudaib","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108044471","display_name":"Mohammed Amin Almaiah","orcid":"https://orcid.org/0000-0003-0773-1597"},"institutions":[{"id":"https://openalex.org/I4626487","display_name":"King Faisal University","ror":"https://ror.org/00dn43547","country_code":"SA","type":"education","lineage":["https://openalex.org/I4626487"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Amin Almaiah","raw_affiliation_strings":["College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0773-1597","affiliations":[{"raw_affiliation_string":"College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa, Saudi Arabia","institution_ids":["https://openalex.org/I4626487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071401140","display_name":"Ali Alzahrani","orcid":"https://orcid.org/0000-0001-9501-8331"},"institutions":[{"id":"https://openalex.org/I4626487","display_name":"King Faisal University","ror":"https://ror.org/00dn43547","country_code":"SA","type":"education","lineage":["https://openalex.org/I4626487"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ali Al-Zahrani","raw_affiliation_strings":["College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa, Saudi Arabia","institution_ids":["https://openalex.org/I4626487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050766020","display_name":"Ahmad Al-Khasawneh","orcid":"https://orcid.org/0000-0002-9786-1653"},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Al-Khasawneh","raw_affiliation_strings":["The Hashemite University, Zarqa, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hashemite University, Zarqa, Jordan","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":7.2066,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97042994,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"70531","last_page":"70547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9979000091552734,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.993399977684021,"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":0.7854276895523071},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5153207182884216},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.483119934797287},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46670839190483093},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4666955769062042},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4309362471103668},{"id":"https://openalex.org/keywords/distributed-computing-environment","display_name":"Distributed Computing Environment","score":0.4270063042640686},{"id":"https://openalex.org/keywords/information-exchange","display_name":"Information exchange","score":0.41850218176841736},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4129945635795593},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.41124778985977173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3429546058177948},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.12245965003967285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854276895523071},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5153207182884216},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.483119934797287},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46670839190483093},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4666955769062042},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4309362471103668},{"id":"https://openalex.org/C3739613","wikidata":"https://www.wikidata.org/wiki/Q679003","display_name":"Distributed Computing Environment","level":2,"score":0.4270063042640686},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.41850218176841736},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4129945635795593},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.41124778985977173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3429546058177948},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.12245965003967285},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3074125","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3074125","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09408657.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:755bdd7a88b7457ab1a3a37261643c7e","is_oa":true,"landing_page_url":"https://doaj.org/article/755bdd7a88b7457ab1a3a37261643c7e","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,"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":"IEEE Access, Vol 9, Pp 70531-70547 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3074125","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3074125","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09408657.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3156917955.pdf","grobid_xml":"https://content.openalex.org/works/W3156917955.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W8734727","https://openalex.org/W56293434","https://openalex.org/W1482911759","https://openalex.org/W1521624597","https://openalex.org/W1551035135","https://openalex.org/W1908542218","https://openalex.org/W1968596174","https://openalex.org/W1976339661","https://openalex.org/W1983690667","https://openalex.org/W2015452969","https://openalex.org/W2035959592","https://openalex.org/W2083298336","https://openalex.org/W2108260675","https://openalex.org/W2129978016","https://openalex.org/W2131154421","https://openalex.org/W2134569822","https://openalex.org/W2144709747","https://openalex.org/W2151823188","https://openalex.org/W2157236054","https://openalex.org/W2160858529","https://openalex.org/W2162073574","https://openalex.org/W2162342083","https://openalex.org/W2185851332","https://openalex.org/W2493291224","https://openalex.org/W2612542610","https://openalex.org/W2726032179","https://openalex.org/W2736317519","https://openalex.org/W2768370210","https://openalex.org/W2789316776","https://openalex.org/W2895550210","https://openalex.org/W2937277905","https://openalex.org/W2954945098","https://openalex.org/W2967850353","https://openalex.org/W2994132161","https://openalex.org/W3002582552","https://openalex.org/W3010459574","https://openalex.org/W3017025585","https://openalex.org/W3022692869","https://openalex.org/W3046034207","https://openalex.org/W3048665242","https://openalex.org/W3081669831","https://openalex.org/W3088671101","https://openalex.org/W3209450094","https://openalex.org/W6600363771","https://openalex.org/W6639865951","https://openalex.org/W6678932108","https://openalex.org/W6679254485"],"related_works":["https://openalex.org/W2570940879","https://openalex.org/W17303578","https://openalex.org/W2889555279","https://openalex.org/W44661466","https://openalex.org/W3154587653","https://openalex.org/W780213177","https://openalex.org/W2373819366","https://openalex.org/W2171997082","https://openalex.org/W1543137376","https://openalex.org/W4324118728"],"abstract_inverted_index":{"Distributed":[0],"Data":[1],"Mining":[2],"(DDM)":[3],"has":[4,166],"been":[5,167],"proposed":[6],"as":[7],"a":[8,75,87,157],"means":[9],"to":[10,79,169,175,182],"deal":[11,176],"with":[12,82,97,177,201],"the":[13,52,72,132,171,192,210,219,222],"analysis":[14],"of":[15,38,74,134,148,212,221],"distributed":[16,28],"data,":[17,126,179],"where":[18],"DDM":[19,32,44,83,199],"discovers":[20],"patterns":[21],"and":[22,42,51,55,62,99,110,124,127,140,155,180],"implements":[23],"prediction":[24],"based":[25],"on":[26],"multiple":[27],"data":[29],"sources.":[30],"However,":[31],"faces":[33],"several":[34],"problems":[35],"in":[36,64,137,189,217],"terms":[37],"autonomy,":[39],"privacy,":[40],"performance":[41],"implementation.":[43],"requires":[45],"homogeneity":[46],"regarding":[47],"environment,":[48],"control,":[49],"administration":[50],"classification":[53,223],"algorithm(s),":[54],"such":[56,135],"that":[57,105,184,209],"requirements":[58],"are":[59],"too":[60],"strict":[61],"inflexible":[63],"many":[65],"applications.":[66],"In":[67,112,150],"this":[68],"paper,":[69],"we":[70,152],"propose":[71],"employment":[73],"Multi-Agent":[76],"System":[77],"(MAS)":[78],"be":[80,170],"combined":[81],"(MAS-DDM).":[84],"MAS":[85],"is":[86,107],"mechanism":[88],"for":[89],"creating":[90],"goal-oriented":[91],"autonomous":[92],"agents":[93,114,129,188,215],"within":[94],"shared":[95],"environments":[96],"communication":[98],"coordination":[100],"facilities.":[101],"We":[102],"shall":[103],"show":[104,183],"MAS-DDM":[106,190,195],"both":[108],"desirable":[109],"beneficial.":[111],"MAS-DDM,":[113,151],"could":[115],"communicate":[116],"their":[117,142],"beliefs":[118,136],"(calculated":[119],"classification)":[120],"by":[121],"covering":[122],"private":[123],"non-sharable":[125],"other":[128],"decide":[130],"whether":[131],"use":[133,156,191],"classifying":[138],"instances":[139],"adjusting":[141],"prior":[143],"assumptions":[144],"about":[145],"each":[146],"class":[147],"data.":[149],"will":[153],"develop":[154],"modified":[158],"Naive":[159,164],"Bayesian":[160,165],"algorithm":[161,174],"because":[162],"(1)":[163],"shown":[168],"most":[172],"used":[173],"uncertain":[178],"(2)":[181,205],"even":[185],"if":[186],"all":[187],"same":[193],"algorithm,":[194],"preforms":[196],"better":[197],"than":[198],"approaches":[200],"non-communicating":[202],"processes.":[203],"Point":[204],"provide":[206],"an":[207],"evidence":[208],"exchange":[211],"information":[213],"between":[214],"helps":[216],"increasing":[218],"accuracy":[220],"task":[224],"significantly.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}