{"id":"https://openalex.org/W2156412889","doi":"https://doi.org/10.1109/fuzzy.2011.6007745","title":"The prediction of trust rating based on the quality of services using fuzzy linear regression","display_name":"The prediction of trust rating based on the quality of services using fuzzy linear regression","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2156412889","doi":"https://doi.org/10.1109/fuzzy.2011.6007745","mag":"2156412889"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-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/A5109222525","display_name":"M. Hadi Mashinchi","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"M. Hadi Mashinchi","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440326","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-5374-7293"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010152619","display_name":"Mehmet A. Orgun","orcid":"https://orcid.org/0000-0002-7873-1562"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehmet A. Orgun","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100322712","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-5344-1884"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109222525"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":null,"apc_paid":null,"fwci":0.8464,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78654636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"20","issue":null,"first_page":"1953","last_page":"1959"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9581999778747559,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9581999778747559,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9495999813079834,"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/T12676","display_name":"Machine Learning and ELM","score":0.9372000098228455,"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":0.7381689548492432},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6621112823486328},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.6194330453872681},{"id":"https://openalex.org/keywords/ordinal-regression","display_name":"Ordinal regression","score":0.6157065629959106},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5446476340293884},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5232402682304382},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.49749067425727844},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.4895685613155365},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4740811586380005},{"id":"https://openalex.org/keywords/service-level-objective","display_name":"Service level objective","score":0.4603967070579529},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.45667028427124023},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45216265320777893},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43665629625320435},{"id":"https://openalex.org/keywords/trust-management","display_name":"Trust management (information system)","score":0.41922739148139954},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3270217478275299},{"id":"https://openalex.org/keywords/service-design","display_name":"Service design","score":0.2880231738090515},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2867608666419983},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23466312885284424},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21223938465118408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18401366472244263},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1579802930355072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1559942364692688},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.0864219069480896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7381689548492432},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6621112823486328},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.6194330453872681},{"id":"https://openalex.org/C110313322","wikidata":"https://www.wikidata.org/wiki/Q7100793","display_name":"Ordinal regression","level":2,"score":0.6157065629959106},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5446476340293884},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5232402682304382},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.49749067425727844},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.4895685613155365},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4740811586380005},{"id":"https://openalex.org/C16151460","wikidata":"https://www.wikidata.org/wiki/Q3480069","display_name":"Service level objective","level":5,"score":0.4603967070579529},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.45667028427124023},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45216265320777893},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43665629625320435},{"id":"https://openalex.org/C2776384856","wikidata":"https://www.wikidata.org/wiki/Q17145767","display_name":"Trust management (information system)","level":2,"score":0.41922739148139954},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3270217478275299},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.2880231738090515},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2867608666419983},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23466312885284424},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21223938465118408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18401366472244263},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1579802930355072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1559942364692688},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0864219069480896},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.5480","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.5480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.mq.edu.au/%7Eyanwang/FuzzIeee11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320591","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W598407966","https://openalex.org/W1503653277","https://openalex.org/W1505130406","https://openalex.org/W1584847605","https://openalex.org/W1586161429","https://openalex.org/W1657043559","https://openalex.org/W1757974614","https://openalex.org/W1928978844","https://openalex.org/W1964244243","https://openalex.org/W1984646932","https://openalex.org/W1986147097","https://openalex.org/W1989160662","https://openalex.org/W1993740947","https://openalex.org/W1994181344","https://openalex.org/W1996340840","https://openalex.org/W2003422473","https://openalex.org/W2009099350","https://openalex.org/W2013815893","https://openalex.org/W2016525755","https://openalex.org/W2017594778","https://openalex.org/W2020610055","https://openalex.org/W2023295713","https://openalex.org/W2049528700","https://openalex.org/W2052787618","https://openalex.org/W2058273670","https://openalex.org/W2061318564","https://openalex.org/W2065720856","https://openalex.org/W2070421873","https://openalex.org/W2071971378","https://openalex.org/W2095483686","https://openalex.org/W2095578821","https://openalex.org/W2097726984","https://openalex.org/W2099378455","https://openalex.org/W2105120208","https://openalex.org/W2118778595","https://openalex.org/W2127919919","https://openalex.org/W2129572137","https://openalex.org/W2130234299","https://openalex.org/W2133254703","https://openalex.org/W2133391547","https://openalex.org/W2137616448","https://openalex.org/W2139891695","https://openalex.org/W2146013510","https://openalex.org/W2156523427","https://openalex.org/W2169420803","https://openalex.org/W2912345244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2168158826","https://openalex.org/W2786810075","https://openalex.org/W2154017244","https://openalex.org/W928714965","https://openalex.org/W2060727697","https://openalex.org/W1969008554","https://openalex.org/W1900507552","https://openalex.org/W1516324214","https://openalex.org/W3011778954","https://openalex.org/W2028359368"],"abstract_inverted_index":{"With":[0],"the":[1,6,30,41,48,75,95,99,126,134,139,146,150],"advent":[2],"of":[3,8,12,43,54,69,101,133,157],"service-oriented":[4,20,161],"computing,":[5],"issue":[7],"trust":[9,52,76,80,91,147],"and":[10,81,92,123],"Quality":[11],"Service":[13],"(QoS)":[14],"have":[15],"become":[16],"increasingly":[17],"important.":[18],"In":[19],"environments,":[21],"when":[22],"there":[23],"are":[24,83],"a":[25,33,55,59,67,106,155],"few":[26],"service":[27,34,45,57,60],"providers":[28],"providing":[29],"same":[31],"service,":[32],"client":[35],"would":[36],"be":[37,63,143],"keen":[38],"to":[39,66,116],"know":[40],"trustworthiness":[42],"each":[44],"provider":[46,61],"in":[47,94,149,160],"forthcoming":[49,151],"transaction.":[50],"The":[51],"rating":[53],"delivered":[56],"from":[58,120],"can":[62,142],"predicted":[64],"according":[65],"set":[68,156],"advertised":[70,158],"QoS":[71,82,93,159],"data":[72,88,122],"collected":[73],"by":[74,85],"management":[77],"authority.":[78],"Although":[79],"qualitative":[84,118,128],"nature,":[86],"most":[87],"sets":[89],"represent":[90],"ordinal":[96],"form":[97],"for":[98,130,145],"sake":[100],"simplicity.":[102],"This":[103],"paper":[104],"introduces":[105],"new":[107],"approach":[108,141],"based":[109,153],"on":[110,154],"Fuzzy":[111],"Linear":[112],"Regression":[113],"Analysis":[114],"(FLRA)":[115],"extract":[117],"information":[119,129],"quantitative":[121],"so":[124],"use":[125],"obtained":[127],"better":[131],"modeling":[132],"data.":[135],"For":[136],"verification":[137],"purposes,":[138],"proposed":[140],"applied":[144],"prediction":[148],"transaction":[152],"environments.":[162]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}