{"id":"https://openalex.org/W2019522929","doi":"https://doi.org/10.15439/2014f482","title":"Using Fuzzy Logic and Q-Learning for Trust Modeling in Multi-agent Systems","display_name":"Using Fuzzy Logic and Q-Learning for Trust Modeling in Multi-agent Systems","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2019522929","doi":"https://doi.org/10.15439/2014f482","mag":"2019522929"},"language":"en","primary_location":{"id":"doi:10.15439/2014f482","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f482","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.15439/2014f482","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041849426","display_name":"Abdullah Aref","orcid":"https://orcid.org/0000-0001-5172-7179"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Abdullah Aref","raw_affiliation_strings":["School of Electrical Engineering and Computer Science Faculty of Engineering, University of Ottawa, Ontario, K1N 6N5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science Faculty of Engineering, University of Ottawa, Ontario, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103618699","display_name":"Thomas Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Tran","raw_affiliation_strings":["School of Electrical Engineering and Computer Science Faculty of Engineering, University of Ottawa, Ontario, K1N 6N5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science Faculty of Engineering, University of Ottawa, Ontario, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041849426"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":16.1036,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.99115044,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"59","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9968000054359436,"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/T10237","display_name":"Cryptography and Data Security","score":0.9941999912261963,"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":0.7322294116020203},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.7258456349372864},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.6387802362442017},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.47112178802490234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4456433355808258},{"id":"https://openalex.org/keywords/q-learning","display_name":"Q-learning","score":0.4171094298362732},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39020735025405884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322294116020203},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.7258456349372864},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.6387802362442017},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.47112178802490234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4456433355808258},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.4171094298362732},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39020735025405884}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.15439/2014f482","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f482","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.652.959","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.652.959","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://fedcsis.org/proceedings/2014/pliks/482.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:ebf50fbb1f074280bf89b0702b90a2cb","is_oa":false,"landing_page_url":"https://doaj.org/article/ebf50fbb1f074280bf89b0702b90a2cb","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 2, Pp 59-66 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2014f482","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f482","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1515851193","https://openalex.org/W1765628237","https://openalex.org/W1922802863","https://openalex.org/W1992176519","https://openalex.org/W2032521963","https://openalex.org/W2048382412","https://openalex.org/W2081778498","https://openalex.org/W2094018187","https://openalex.org/W2095922308","https://openalex.org/W2107726111","https://openalex.org/W2120726752","https://openalex.org/W2121535370","https://openalex.org/W2123268776","https://openalex.org/W2132683224","https://openalex.org/W2144244247","https://openalex.org/W2148582294","https://openalex.org/W2156523427","https://openalex.org/W2171548560","https://openalex.org/W2294501231"],"related_works":["https://openalex.org/W2742483371","https://openalex.org/W3096874164","https://openalex.org/W2166117066","https://openalex.org/W2357975469","https://openalex.org/W2136202932","https://openalex.org/W3087814763","https://openalex.org/W4376605461","https://openalex.org/W4400868993","https://openalex.org/W2361647908","https://openalex.org/W2937181779"],"abstract_inverted_index":{"Abstract\u2014Often":[0],"in":[1,46,93],"multi-agent":[2,52],"systems,":[3],"agents":[4,8,40],"interact":[5],"with":[6,34],"other":[7],"to":[9,19,36,75,90],"fulfill":[10],"their":[11],"own":[12],"goals.":[13],"Trust":[14],"is,":[15],"therefore,":[16],"considered":[17],"essential":[18],"make":[20],"such":[21],"interactions":[22],"effective.":[23],"This":[24],"work":[25],"describes":[26],"a":[27],"trust":[28,38,81],"model":[29,59,87],"that":[30,68],"augments":[31],"fuzzy":[32,73],"logic":[33],"Q-learning":[35,76],"help":[37],"evaluating":[39,82],"select":[41],"beneficial":[42],"trustees":[43],"for":[44,80],"interaction":[45],"uncertain,":[47],"open,":[48],"dynamic,":[49],"and":[50,84],"untrusted":[51],"systems.":[53],"The":[54,64],"performance":[55],"of":[56,72],"the":[57,69,85,94],"proposed":[58],"is":[60],"evaluated":[61],"using":[62],"simulation.":[63],"simulation":[65],"results":[66],"indicate":[67],"proper":[70],"augmentation":[71],"subsystem":[74],"can":[77,88],"be":[78],"useful":[79],"agents,":[83],"resulting":[86],"respond":[89],"dynamic":[91],"changes":[92],"environment.":[95],"I.":[96]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}