{"id":"https://openalex.org/W3211466183","doi":"https://doi.org/10.1109/tsmc.2021.3119871","title":"An Automated Metadata Generation Method for Data Lake of Industrial WoT Applications","display_name":"An Automated Metadata Generation Method for Data Lake of Industrial WoT Applications","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W3211466183","doi":"https://doi.org/10.1109/tsmc.2021.3119871","mag":"3211466183"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2021.3119871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2021.3119871","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","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/A5024437098","display_name":"Yu Han","orcid":"https://orcid.org/0000-0001-8070-1293"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Yu","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102998108","display_name":"Hongming Cai","orcid":"https://orcid.org/0000-0003-0190-6907"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongming Cai","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320722","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-6331-0810"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101448143","display_name":"Boyi Xu","orcid":"https://orcid.org/0009-0008-2531-044X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyi Xu","raw_affiliation_strings":["College of Economics and Management, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081086453","display_name":"Lihong Jiang","orcid":"https://orcid.org/0009-0005-8576-2382"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Jiang","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024437098"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.3266,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88541825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"8","first_page":"5235","last_page":"5248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"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/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9937000274658203,"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/metadata","display_name":"Metadata","score":0.9072729349136353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8412904143333435},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5151873826980591},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.5115412473678589},{"id":"https://openalex.org/keywords/metadata-repository","display_name":"Metadata repository","score":0.5099812746047974},{"id":"https://openalex.org/keywords/data-mapping","display_name":"Data mapping","score":0.4873434007167816},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.48040392994880676},{"id":"https://openalex.org/keywords/metadata-management","display_name":"Metadata management","score":0.47546523809432983},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44539666175842285},{"id":"https://openalex.org/keywords/metadata-modeling","display_name":"Metadata modeling","score":0.4382164776325226},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.37016093730926514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2688019573688507},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2112220823764801}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.9072729349136353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8412904143333435},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5151873826980591},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.5115412473678589},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.5099812746047974},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.4873434007167816},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.48040392994880676},{"id":"https://openalex.org/C2779489174","wikidata":"https://www.wikidata.org/wiki/Q6822246","display_name":"Metadata management","level":3,"score":0.47546523809432983},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44539666175842285},{"id":"https://openalex.org/C110326360","wikidata":"https://www.wikidata.org/wiki/Q17149476","display_name":"Metadata modeling","level":4,"score":0.4382164776325226},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.37016093730926514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2688019573688507},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2112220823764801},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2021.3119871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2021.3119871","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6799227493","display_name":null,"funder_award_id":"61972243","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1624245830","https://openalex.org/W1966976380","https://openalex.org/W2048092934","https://openalex.org/W2079810998","https://openalex.org/W2102802363","https://openalex.org/W2120593379","https://openalex.org/W2170936641","https://openalex.org/W2291179494","https://openalex.org/W2424304400","https://openalex.org/W2479363613","https://openalex.org/W2516767449","https://openalex.org/W2566712162","https://openalex.org/W2589828433","https://openalex.org/W2619010033","https://openalex.org/W2722925682","https://openalex.org/W2750856415","https://openalex.org/W2802393558","https://openalex.org/W2889394422","https://openalex.org/W2906110373","https://openalex.org/W2945125411","https://openalex.org/W2948347665","https://openalex.org/W2954916761","https://openalex.org/W2955074528","https://openalex.org/W2970992672","https://openalex.org/W2995889753","https://openalex.org/W3028240514","https://openalex.org/W3084772717","https://openalex.org/W3088503605","https://openalex.org/W3175115603","https://openalex.org/W4245861846","https://openalex.org/W6733000330","https://openalex.org/W6797327099"],"related_works":["https://openalex.org/W3084772717","https://openalex.org/W3199469221","https://openalex.org/W3198210148","https://openalex.org/W2151972543","https://openalex.org/W3198863654","https://openalex.org/W2545809202","https://openalex.org/W202512329","https://openalex.org/W2368830475","https://openalex.org/W756399425","https://openalex.org/W4293519456"],"abstract_inverted_index":{"Recent":[0],"trends":[1],"in":[2,29,48,71],"the":[3,37,46,62,68,150,162,186,203,206],"Web":[4],"of":[5,52,64,85,106,152,188,205],"Things":[6],"(WoT)":[7],"have":[8],"led":[9],"to":[10,77,127,149,160,184,201],"data":[11,21,30,55,114,119,131],"explosion.":[12],"Data":[13],"lake":[14],"(DL),":[15],"as":[16,117],"a":[17,26,110,179,191],"flexible":[18],"on-demand":[19],"heterogeneous":[20],"management":[22],"architecture,":[23],"has":[24],"become":[25],"feasible":[27],"solution":[28],"management.":[31],"Metadata":[32],"modeling":[33,58],"for":[34,40,104],"DLs":[35],"is":[36,125,146,158,199],"key":[38],"basis":[39],"smart":[41],"analysis":[42,157],"and":[43,50,59,67,120,137,190],"processing.":[44],"However,":[45],"varieties":[47],"structures":[49],"semantics":[51,69],"industrial":[53],"WoT":[54,86,107,153,197],"hinder":[56],"metadata":[57,101,169],"maintenance.":[60],"Moreover,":[61],"lack":[63],"textual":[65],"descriptions":[66],"hidden":[70,163],"value":[72],"streams":[73],"make":[74],"it":[75],"hard":[76],"automatically":[78],"construct":[79],"semantic":[80,172],"metadata.":[81,91],"The":[82,155],"dynamic":[83],"nature":[84],"requires":[87],"on-time":[88],"evolution":[89],"on":[90,178,194],"To":[92,133],"overcome":[93],"these":[94],"challenges,":[95],"we":[96],"propose":[97],"an":[98,195],"automated":[99],"bottom-up":[100],"generation":[102],"approach":[103,142],"DL":[105],"applications.":[108],"Applying":[109],"data-driven":[111],"framework,":[112],"raw":[113,166],"are":[115,174,182],"notated":[116],"linked":[118],"self-organizing":[121],"map-based":[122],"online":[123],"clustering":[124],"applied":[126],"real":[128],"timely":[129],"extract":[130],"characteristics.":[132],"recognize":[134],"entities,":[135],"concepts":[136],"relations,":[138],"semantics-based":[139],"entity":[140],"discovery":[141],"from":[143,165],"short":[144],"texts":[145],"proposed":[147],"according":[148],"feature":[151],"data.":[154],"numerical":[156],"performed":[159],"find":[161],"relations":[164],"values.":[167],"Full-dimensional":[168],"with":[170],"rich":[171],"knowledge":[173],"finally":[175],"built.":[176],"Experiments":[177],"real-world":[180],"dataset":[181],"conducted":[183],"verify":[185],"effectiveness":[187],"methods":[189],"case":[192],"study":[193],"energy":[196],"system":[198],"provided":[200],"demonstrate":[202],"feasibility":[204],"approach.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
