{"id":"https://openalex.org/W3017935015","doi":"https://doi.org/10.1109/tsc.2020.2988258","title":"A Service Selection Method Based on Ordinal Classification for Historical Records","display_name":"A Service Selection Method Based on Ordinal Classification for Historical Records","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3017935015","doi":"https://doi.org/10.1109/tsc.2020.2988258","mag":"3017935015"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2020.2988258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2020.2988258","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","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/A5047474358","display_name":"Hang Xu","orcid":"https://orcid.org/0000-0002-6103-5659"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Xu","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-6103-5659","affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603604","display_name":"Lifang Ren","orcid":"https://orcid.org/0000-0003-2204-1607"},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifang Ren","raw_affiliation_strings":["School of Information, Shanxi University of Finance and Economics, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-2204-1607","affiliations":[{"raw_affiliation_string":"School of Information, Shanxi University of Finance and Economics, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773704","display_name":"Wenjian Wang","orcid":"https://orcid.org/0000-0002-8276-3639"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjian Wang","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-8276-3639","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2721,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62622973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":"3","first_page":"1321","last_page":"1333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9997000098228455,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9997000098228455,"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/T11719","display_name":"Data Quality and Management","score":0.9959999918937683,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9819999933242798,"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":0.8064754009246826},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5425501465797424},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47216933965682983},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4386792778968811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4317498505115509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8064754009246826},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5425501465797424},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47216933965682983},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4386792778968811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4317498505115509},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2020.2988258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2020.2988258","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5610866059","display_name":null,"funder_award_id":"201901D211175","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G7424588607","display_name":null,"funder_award_id":"61673249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1505256950","https://openalex.org/W1512098439","https://openalex.org/W1517993545","https://openalex.org/W1580623395","https://openalex.org/W1584845053","https://openalex.org/W1593930037","https://openalex.org/W1630964756","https://openalex.org/W1785697160","https://openalex.org/W1920267206","https://openalex.org/W1973527480","https://openalex.org/W1973837973","https://openalex.org/W2001692054","https://openalex.org/W2002258118","https://openalex.org/W2047094503","https://openalex.org/W2066807567","https://openalex.org/W2073411490","https://openalex.org/W2079577201","https://openalex.org/W2106393550","https://openalex.org/W2109966714","https://openalex.org/W2111011053","https://openalex.org/W2125055259","https://openalex.org/W2127414233","https://openalex.org/W2139211192","https://openalex.org/W2139489435","https://openalex.org/W2141880113","https://openalex.org/W2146013510","https://openalex.org/W2148191101","https://openalex.org/W2153098502","https://openalex.org/W2160494060","https://openalex.org/W2162220364","https://openalex.org/W2164533006","https://openalex.org/W2171075212","https://openalex.org/W2172105112","https://openalex.org/W2323283582","https://openalex.org/W2328871504","https://openalex.org/W2338429590","https://openalex.org/W2352391148","https://openalex.org/W2506768821","https://openalex.org/W2524052287","https://openalex.org/W2524352340","https://openalex.org/W2735847699","https://openalex.org/W2785674377","https://openalex.org/W3004148875","https://openalex.org/W4244238212","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,146],"goal":[1],"of":[2,23],"service":[3,24,27,51,68,83,167,177,193],"selection":[4,28,69,84,178,194],"is":[5],"to":[6,32],"select":[7],"services":[8,15,138],"that":[9,186],"satisfy":[10],"user\u2019s":[11],"requirements":[12],"from":[13,118],"candidate":[14],"with":[16,174],"the":[17,34,66,122,137,154,162,171,187,198],"same":[18],"function":[19],"and":[20,99,110,161,180,196],"different":[21],"qualities":[22],"(QoS).":[25],"Traditional":[26],"methods":[29,70,179],"require":[30],"users":[31,41],"provide":[33,44,59],"weight":[35],"for":[36,90],"each":[37],"QoS":[38,61,97,155,163],"attribute,":[39],"but":[40],"sometimes":[42],"cannot":[43],"accurate":[45],"weights":[46,157],"in":[47,102],"practice.":[48],"Moreover,":[49],"because":[50],"providers":[52],"may":[53,57],"be":[54,72,116,131,140],"untrustworthy,":[55],"they":[56],"not":[58,73],"reliable":[60],"values.":[62],"Under":[63],"these":[64,119,144],"situations,":[65],"traditional":[67],"will":[71,115,139],"very":[74],"effective.":[75],"To":[76],"address":[77],"this":[78,94,134],"problem,":[79],"we":[80],"propose":[81],"a":[82],"method":[85,148,173,189],"based":[86,142],"on":[87,143],"ordinal":[88,108,112],"classification":[89,113],"historical":[91,103,123],"records.":[92],"In":[93],"method,":[95],"both":[96],"attributes":[98],"user-given":[100,126],"ratings":[101,129],"records":[104,124],"are":[105],"considered":[106],"as":[107],"values,":[109],"an":[111],"model":[114],"learned":[117],"data.":[120],"For":[121],"without":[125,153],"ratings,":[127],"their":[128],"can":[130,149,190],"predicted":[132],"by":[133,159,166],"model.":[135],"Finally":[136],"selected":[141],"ratings.":[145],"proposed":[147,172,188],"work":[150],"well":[151],"even":[152],"attribute":[156],"provided":[158,165],"user":[160],"values":[164],"provider.":[168],"We":[169],"compare":[170],"three":[175],"weighted-based":[176],"eight":[181],"classification-based":[182],"methods,":[183],"which":[184],"demonstrates":[185],"obtain":[191],"better":[192],"results":[195],"have":[197],"best":[199],"robustness.":[200]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
