{"id":"https://openalex.org/W4387123849","doi":"https://doi.org/10.1109/case56687.2023.10260566","title":"Constructing Industrial Knowledge Graph Through Ontology and Link Prediction","display_name":"Constructing Industrial Knowledge Graph Through Ontology and Link Prediction","publication_year":2023,"publication_date":"2023-08-26","ids":{"openalex":"https://openalex.org/W4387123849","doi":"https://doi.org/10.1109/case56687.2023.10260566"},"language":"en","primary_location":{"id":"doi:10.1109/case56687.2023.10260566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/case56687.2023.10260566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orca.cardiff.ac.uk/id/eprint/159989/1/Manuscript_CASE_2023_yuwei_V1.2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001422575","display_name":"Yuwei Wan","orcid":"https://orcid.org/0000-0001-6464-7741"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yuwei Wan","raw_affiliation_strings":["Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049552251","display_name":"Zhenyuan Chen","orcid":"https://orcid.org/0000-0003-3282-5958"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zheyuan Chen","raw_affiliation_strings":["Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414092","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0001-9319-5940"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088603270","display_name":"Michael Packianather","orcid":"https://orcid.org/0000-0002-9436-8206"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael Packianather","raw_affiliation_strings":["Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University,Cardiff,UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Institute of Mechanical and Manufacturing Engineering, School of Engineering, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100431313","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0002-7974-9510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["UNICMICRO, Science Town Commercial Plaza,Guangzhou,China,510000"],"affiliations":[{"raw_affiliation_string":"UNICMICRO, Science Town Commercial Plaza,Guangzhou,China,510000","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001422575"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12753637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9947999715805054,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9943000078201294,"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/T11719","display_name":"Data Quality and Management","score":0.9833999872207642,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.77615886926651},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7471195459365845},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7036570310592651},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6462020874023438},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5028023719787598},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4753696322441101},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4727780818939209},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4465765058994293},{"id":"https://openalex.org/keywords/ontology-alignment","display_name":"Ontology alignment","score":0.4426831007003784},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.43262138962745667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41731971502304077},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.37294313311576843},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.2986621558666229},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.22986426949501038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20573562383651733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77615886926651},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7471195459365845},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7036570310592651},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6462020874023438},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5028023719787598},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4753696322441101},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4727780818939209},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4465765058994293},{"id":"https://openalex.org/C98893333","wikidata":"https://www.wikidata.org/wiki/Q4339878","display_name":"Ontology alignment","level":4,"score":0.4426831007003784},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43262138962745667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41731971502304077},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.37294313311576843},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.2986621558666229},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22986426949501038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20573562383651733},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/case56687.2023.10260566","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/case56687.2023.10260566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:159989","is_oa":true,"landing_page_url":null,"pdf_url":"https://orca.cardiff.ac.uk/id/eprint/159989/1/Manuscript_CASE_2023_yuwei_V1.2.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:159989","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/159989/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:https://orca.cardiff.ac.uk:159989","is_oa":true,"landing_page_url":null,"pdf_url":"https://orca.cardiff.ac.uk/id/eprint/159989/1/Manuscript_CASE_2023_yuwei_V1.2.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387123849.pdf","grobid_xml":"https://content.openalex.org/works/W4387123849.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1756422141","https://openalex.org/W2041439319","https://openalex.org/W2069140227","https://openalex.org/W2102363952","https://openalex.org/W2300469216","https://openalex.org/W2946368779","https://openalex.org/W2971174814","https://openalex.org/W3004621088","https://openalex.org/W3006227201","https://openalex.org/W3014453139","https://openalex.org/W3095785842","https://openalex.org/W3125521526","https://openalex.org/W3134380661","https://openalex.org/W3168834895","https://openalex.org/W3193062375","https://openalex.org/W3195766133","https://openalex.org/W4200235661","https://openalex.org/W4206177710","https://openalex.org/W4221154018","https://openalex.org/W4281757580","https://openalex.org/W4292559802","https://openalex.org/W4294558607","https://openalex.org/W6637805884","https://openalex.org/W6738964360","https://openalex.org/W6810412612"],"related_works":["https://openalex.org/W2391790737","https://openalex.org/W2793451634","https://openalex.org/W2114374173","https://openalex.org/W22148886","https://openalex.org/W149627178","https://openalex.org/W1492040618","https://openalex.org/W1794266373","https://openalex.org/W1830516355","https://openalex.org/W152870918","https://openalex.org/W4206428734"],"abstract_inverted_index":{"Given":[0,67],"that":[1,126],"the":[2,43,62,107,122,140,148],"numerous":[3,100],"data":[4,21,101,138],"embedded":[5],"in":[6,22,56,61,84,155],"manufacturing":[7],"processes":[8],"and":[9,18,54,81,104,128,145,153],"products":[10],"are":[11,51,115,151],"separated,":[12],"it":[13],"is":[14,76,92,134],"challenging":[15],"to":[16,41,94,120],"tackle":[17],"integrate":[19],"heterogeneous":[20],"industrial":[23,29],"scenarios.":[24],"In":[25],"this":[26,85],"context,":[27],"an":[28,88],"knowledge":[30,119],"graph":[31],"(iKG)":[32],"has":[33],"been":[34],"developed":[35],"as":[36],"a":[37,71,156],"promising":[38],"semantic":[39],"organisation":[40],"leverage":[42],"rich":[44],"information":[45],"from":[46],"multiple":[47],"resources.":[48],"However,":[49],"relations":[50,109],"usually":[52],"missing":[53,108],"hidden":[55],"original":[57],"iKGs,":[58],"which":[59],"results":[60],"necessity":[63],"for":[64],"iKG":[65,74,132],"completion.":[66],"these":[68],"two":[69],"perspectives,":[70],"framework":[72,91,150],"of":[73,113,124,147],"construction":[75],"proposed":[77,149],"based":[78],"on":[79],"ontology":[80,89],"link":[82],"prediction":[83],"study.":[86],"Firstly,":[87],"design":[90],"deployed":[93],"generate":[95],"domain-centric":[96],"ontologies":[97],"after":[98],"extracting":[99],"(e.g.,":[102],"entities":[103,114],"relations).":[105],"Secondly,":[106],"between":[110],"each":[111],"couple":[112],"discovered":[116],"over":[117],"existing":[118],"increase":[121],"number":[123],"edges":[125],"complete":[127],"refine":[129],"iKGs.":[130],"Thirdly,":[131],"visualisation":[133],"conducted":[135],"by":[136],"importing":[137],"into":[139],"generated":[141],"ontology.":[142],"The":[143],"feasibility":[144],"effectiveness":[146],"substantiated":[152],"demonstrated":[154],"case":[157],"study":[158],"using":[159],"real-world":[160],"data.":[161]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}