{"id":"https://openalex.org/W3090865871","doi":"https://doi.org/10.1109/tetci.2020.3023155","title":"Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective","display_name":"Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3090865871","doi":"https://doi.org/10.1109/tetci.2020.3023155","mag":"3090865871"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2020.3023155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2020.3023155","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10453/143796","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087225784","display_name":"Honghao Gao","orcid":"https://orcid.org/0000-0001-6861-9684"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghao Gao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6861-9684","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100588239","display_name":"Xi Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Qin","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, China","School of Computer Science and Technology, Xidian University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037099804","display_name":"Ram\u00f3n J. Dur\u00e1n Barroso","orcid":"https://orcid.org/0000-0003-1423-1646"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ramon J. Duran Barroso","raw_affiliation_strings":["Faculty of Telecommunication Engineering, University of Valladolid, Valladolid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1423-1646","affiliations":[{"raw_affiliation_string":"Faculty of Telecommunication Engineering, University of Valladolid, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065669269","display_name":"Walayat Hussain","orcid":"https://orcid.org/0000-0003-0610-4006"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Walayat Hussain","raw_affiliation_strings":["Faculty of Engineering and IT, University of Technology Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0610-4006","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057911001","display_name":"Yueshen Xu","orcid":"https://orcid.org/0000-0001-7210-0543"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueshen Xu","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, China","School of Computer Science and Technology, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-7210-0543","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070185855","display_name":"Yuyu Yin","orcid":"https://orcid.org/0000-0001-7565-4111"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyu Yin","raw_affiliation_strings":["Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7565-4111","affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, Hangzhou, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":29.1158,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.99634329,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"66","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T12238","display_name":"Green IT and Sustainability","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8029923439025879},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6111494898796082},{"id":"https://openalex.org/keywords/application-programming-interface","display_name":"Application programming interface","score":0.502816379070282},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.44166314601898193},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4162767827510834},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3311375081539154},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33103251457214355},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14123189449310303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029923439025879},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6111494898796082},{"id":"https://openalex.org/C99613125","wikidata":"https://www.wikidata.org/wiki/Q165194","display_name":"Application programming interface","level":2,"score":0.502816379070282},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.44166314601898193},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4162767827510834},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3311375081539154},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33103251457214355},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14123189449310303},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tetci.2020.3023155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2020.3023155","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:eprints.vu.edu.au:44076","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/44076/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"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"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/143796","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/143796","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/143796","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/143796","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4227041599","display_name":null,"funder_award_id":"61902236","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1485946933","https://openalex.org/W1507354382","https://openalex.org/W1557746317","https://openalex.org/W1965280260","https://openalex.org/W1998607559","https://openalex.org/W2030239032","https://openalex.org/W2054705465","https://openalex.org/W2070786785","https://openalex.org/W2113273124","https://openalex.org/W2123476762","https://openalex.org/W2125410625","https://openalex.org/W2134716712","https://openalex.org/W2136468592","https://openalex.org/W2142840123","https://openalex.org/W2162103553","https://openalex.org/W2466185541","https://openalex.org/W2548627465","https://openalex.org/W2582285782","https://openalex.org/W2611015475","https://openalex.org/W2737394789","https://openalex.org/W2741943472","https://openalex.org/W2804252870","https://openalex.org/W2893541821","https://openalex.org/W2907304971","https://openalex.org/W2951398599","https://openalex.org/W2955972181","https://openalex.org/W2962693006","https://openalex.org/W2964961245","https://openalex.org/W2970594938","https://openalex.org/W2970686298","https://openalex.org/W2973126236","https://openalex.org/W2975249712","https://openalex.org/W2978663651","https://openalex.org/W2996413393","https://openalex.org/W3008684691","https://openalex.org/W3101319875","https://openalex.org/W4234189512","https://openalex.org/W6764449361"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W188202134","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"The":[0,256],"industrial":[1,30,134,253],"Internet":[2],"of":[3,40,67,140,145,201,264],"things":[4],"(IIoT),":[5],"a":[6,65,114,128,247],"new":[7],"computing":[8,41],"mode":[9],"in":[10,48,188],"Industry":[11],"4.0,":[12],"is":[13,33,85],"deployed":[14],"to":[15,23,25,36,69,89,102,116,121],"connect":[16],"IoT":[17,104,202],"devices":[18,105],"and":[19,28,42,44,55,71,119,166,199,211,251,262],"use":[20],"communication":[21],"technology":[22],"respond":[24],"control":[26],"commands":[27],"handle":[29],"data.":[31],"IIoT":[32,61,189],"typically":[34],"employed":[35],"improve":[37],"the":[38,108,137,143,162,170,174,196,206,216,222,260,265],"efficiency":[39],"sensing":[43],"can":[45,98,112],"be":[46],"used":[47],"many":[49],"scenarios,":[50],"such":[51],"as":[52],"intelligent":[53],"manufacturing":[54],"video":[56],"surveillance.":[57],"To":[58,179],"build":[59,234],"an":[60,86,235],"system,":[62],"we":[63,204],"need":[64],"collection":[66],"software":[68],"manage":[70],"monitor":[72],"each":[73],"system":[74,254],"component":[75],"when":[76,120],"there":[77],"are":[78,127,227],"large-scale":[79],"devices.":[80],"Application":[81],"programming":[82],"interface":[83],"(API)":[84],"effective":[87],"way":[88],"invoke":[90,99,122],"public":[91],"services":[92],"provided":[93],"by":[94,190,238],"different":[95,100],"platforms.":[96],"Developers":[97],"APIs":[101,126,141,167,177],"operate":[103],"without":[106],"knowing":[107],"implementation":[109],"process.":[110],"We":[111,214,233,243],"design":[113],"workflow":[115],"configure":[117],"how":[118],"target":[123],"APIs.":[124,148,213],"Thus,":[125],"powerful":[129],"tool":[130],"for":[131],"rapidly":[132],"developing":[133],"systems.":[135],"However,":[136],"increasing":[138],"number":[139],"exacerbates":[142],"problem":[144],"finding":[146],"suitable":[147],"Current":[149],"related":[150],"recommendation":[151],"methods":[152,159],"have":[153],"defects.":[154],"For":[155],"example,":[156],"most":[157],"existing":[158],"focus":[160],"on":[161,230,246],"relation":[163],"between":[164,209,212],"users":[165,175,210],"but":[168],"neglect":[169],"valuable":[171],"relations":[172],"among":[173],"or":[176],"themselves.":[178],"address":[180],"these":[181],"problems,":[182],"this":[183],"article":[184],"studies":[185],"implicit":[186,224,228,241],"knowledge":[187,225],"using":[191,239],"collaborative":[192],"learning":[193],"techniques.":[194],"Considering":[195],"increased":[197],"dimensions":[198],"dynamics":[200],"devices,":[203],"explore":[205],"possible":[207],"relationships":[208,229],"enhance":[215],"matrix":[217],"factorization":[218],"(MF)":[219],"model":[220,237],"with":[221],"mined":[223],"that":[226],"both":[231],"sides.":[232],"ensemble":[236],"all":[240],"knowledge.":[242],"conduct":[244],"experiments":[245],"collected":[248],"real-world":[249],"dataset":[250],"simulate":[252],"scenarios.":[255],"experimental":[257],"results":[258],"verify":[259],"effectiveness":[261],"superiority":[263],"proposed":[266],"models.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":44},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
