{"id":"https://openalex.org/W4380481085","doi":"https://doi.org/10.3233/sw-233431","title":"A benchmark dataset with Knowledge Graph generation for Industry 4.0 production lines","display_name":"A benchmark dataset with Knowledge Graph generation for Industry 4.0 production lines","publication_year":2023,"publication_date":"2023-06-13","ids":{"openalex":"https://openalex.org/W4380481085","doi":"https://doi.org/10.3233/sw-233431"},"language":"en","primary_location":{"id":"doi:10.3233/sw-233431","is_oa":true,"landing_page_url":"https://doi.org/10.3233/sw-233431","pdf_url":"https://content.iospress.com:443/download/semantic-web/sw233431?id=semantic-web%2Fsw233431","source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://content.iospress.com:443/download/semantic-web/sw233431?id=semantic-web%2Fsw233431","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101443643","display_name":"Muhammad Yahya","orcid":"https://orcid.org/0000-0002-5766-5172"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Muhammad Yahya","raw_affiliation_strings":["Confirm Centre for Smart Manufacturing, National University of Ireland Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Confirm Centre for Smart Manufacturing, National University of Ireland Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100571841","display_name":"Aabid Ali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aabid Ali","raw_affiliation_strings":["Manufacturing, Forward Group Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing, Forward Group Lahore, Pakistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044073014","display_name":"Qaiser Mehmood","orcid":"https://orcid.org/0000-0002-1380-1750"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Qaiser Mehmood","raw_affiliation_strings":["Insight centre for Data Analytics, National University of Ireland Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight centre for Data Analytics, National University of Ireland Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080971380","display_name":"Lan Yang","orcid":"https://orcid.org/0000-0002-7905-1438"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lan Yang","raw_affiliation_strings":["Insight centre for Data Analytics, National University of Ireland Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight centre for Data Analytics, National University of Ireland Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090996360","display_name":"John G. Breslin","orcid":"https://orcid.org/0000-0001-5790-050X"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John G. Breslin","raw_affiliation_strings":["Confirm Centre for Smart Manufacturing, National University of Ireland Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Confirm Centre for Smart Manufacturing, National University of Ireland Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076597206","display_name":"Muhammad Intizar Ali","orcid":"https://orcid.org/0000-0002-0674-2131"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Muhammad Intizar Ali","raw_affiliation_strings":["Dublin City University, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dublin City University, Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101443643"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":null,"apc_paid":null,"fwci":0.7058,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74777101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"2","first_page":"461","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10215","display_name":"Semantic Web and Ontologies","score":0.9408000111579895,"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":0.9373999834060669,"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/knowledge-graph","display_name":"Knowledge graph","score":0.6798461675643921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6384274363517761},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.49181845784187317},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.485043466091156},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.44634366035461426},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.43591347336769104},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4190634787082672},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.415425181388855},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.411734402179718},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3828872740268707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3694037199020386},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18672829866409302}],"concepts":[{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6798461675643921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6384274363517761},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.49181845784187317},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.485043466091156},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.44634366035461426},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.43591347336769104},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4190634787082672},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.415425181388855},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.411734402179718},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3828872740268707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3694037199020386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18672829866409302},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/sw-233431","is_oa":true,"landing_page_url":"https://doi.org/10.3233/sw-233431","pdf_url":"https://content.iospress.com:443/download/semantic-web/sw233431?id=semantic-web%2Fsw233431","source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/sw-233431","is_oa":true,"landing_page_url":"https://doi.org/10.3233/sw-233431","pdf_url":"https://content.iospress.com:443/download/semantic-web/sw233431?id=semantic-web%2Fsw233431","source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2580158740","display_name":null,"funder_award_id":"SFI/16/RC/3918","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3695527833","display_name":"INSIGHT_Phase 2","funder_award_id":"12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3841949037","display_name":"Ontology-driven data documentation for Industry Commons","funder_award_id":"958371","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5098725405","display_name":null,"funder_award_id":"12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G606959278","display_name":"Confirm Centre for Smart Manufacturing","funder_award_id":"16/RC/3918","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6900886560","display_name":null,"funder_award_id":"SFI 12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380481085.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1560042744","https://openalex.org/W1888569024","https://openalex.org/W2077797310","https://openalex.org/W2102802363","https://openalex.org/W2129826770","https://openalex.org/W2137079713","https://openalex.org/W2211336454","https://openalex.org/W2547188072","https://openalex.org/W2567134475","https://openalex.org/W2763267277","https://openalex.org/W2789778747","https://openalex.org/W2808485473","https://openalex.org/W2874411262","https://openalex.org/W2889213333","https://openalex.org/W2894440073","https://openalex.org/W2980414634","https://openalex.org/W2981688366","https://openalex.org/W2990714382","https://openalex.org/W3003265726","https://openalex.org/W3008940297","https://openalex.org/W3024943271","https://openalex.org/W3092084867","https://openalex.org/W3092788068","https://openalex.org/W3096901898","https://openalex.org/W3138149011","https://openalex.org/W3167537240","https://openalex.org/W3176652733","https://openalex.org/W4205394025","https://openalex.org/W4252064021","https://openalex.org/W4285194159","https://openalex.org/W4285821143"],"related_works":["https://openalex.org/W3003666232","https://openalex.org/W2945357379","https://openalex.org/W2981104449","https://openalex.org/W2903493206","https://openalex.org/W2902177743","https://openalex.org/W2785197507","https://openalex.org/W4312821896","https://openalex.org/W3034981309","https://openalex.org/W2963246290","https://openalex.org/W2982066316"],"abstract_inverted_index":{"Industry":[0,111],"4.0":[1,112],"(I4.0)":[2],"is":[3,73,86,143,215,287],"a":[4,103,178,194,293,306],"new":[5],"era":[6],"in":[7,48,110,156,193,277],"the":[8,34,41,49,53,66,91,118,131,144,149,157,183,186,200,220,254,259,264,274,278,284,290,309,312,317],"industrial":[9,35],"revolution":[10],"that":[11],"emphasizes":[12],"machine":[13],"connectivity,":[14],"automation,":[15],"and":[16,29,33,43,115,123,138,154,204,207,217,223,243,256],"data":[17,127,214],"analytics.":[18],"The":[19,213],"I4.0":[20,132,234],"pillars":[21],"such":[22,71,301],"as":[23,177,302],"autonomous":[24],"robots,":[25],"cloud":[26],"computing,":[27],"horizontal":[28],"vertical":[30],"system":[31],"integration,":[32],"internet":[36],"of":[37,45,93,120,126,146,185,196,258,292,311],"things":[38],"have":[39,57,175,190],"increased":[40],"performance":[42],"efficiency":[44],"production":[46,113,150,163,265],"lines":[47,114],"manufacturing":[50,67,94],"industry.":[51],"Over":[52],"past":[54],"years,":[55],"efforts":[56],"been":[58,191],"made":[59],"to":[60,64,90,101,116,128,160,181,219,252,268,282,297],"propose":[61],"semantic":[62,124,139],"models":[63,85],"represent":[65],"domain":[68,187],"knowledge,":[69],"one":[70],"model":[72],"Reference":[74],"Generalized":[75],"Ontological":[76],"Model":[77],"(RGOM).11":[78],"https://w3id.org/rgom":[79],"However,":[80],"its":[81],"adaptability":[82,255,286],"like":[83],"other":[84],"not":[87],"ensured":[88],"due":[89],"lack":[92],"data.":[95],"In":[96,280],"this":[97],"paper,":[98],"we":[99],"aim":[100],"develop":[102],"benchmark":[104],"dataset":[105],"for":[106],"knowledge":[107],"graph":[108],"generation":[109],"show":[117],"benefits":[119],"using":[121,225],"ontologies":[122],"annotations":[125],"showcase":[129],"how":[130],"industry":[133,159],"can":[134],"benefit":[135],"from":[136],"KGs":[137,189],"datasets.":[140],"This":[141,248],"work":[142],"result":[145],"collaboration":[147],"with":[148,289],"line":[151,164,266],"managers,":[152],"supervisors,":[153],"engineers":[155],"football":[158],"acquire":[161],"realistic":[162],"data22":[165],"https://github.com/MuhammadYahta/ManufacturingProductionLineDataSetGeneration-Football,.33":[166],"https://zenodo.org/record/7779522":[167],"Knowledge":[168,172],"Graphs":[169],"(KGs)":[170],"or":[171],"Graph":[173],"(KG)":[174],"emerged":[176],"significant":[179],"technology":[180],"store":[182],"semantics":[184],"entities.":[188],"used":[192],"variety":[195],"industries,":[197],"including":[198],"banking,":[199],"automobile":[201],"industry,":[202],"oil":[203],"gas,":[205],"pharmaceutical":[206],"health":[208],"care,":[209],"publishing,":[210],"media,":[211],"etc.":[212,319],"mapped":[216],"populated":[218],"RGOM":[221,285],"classes":[222],"relationships":[224],"an":[226,233],"automated":[227],"solution":[228],"based":[229],"on":[230,316],"JenaAPI,":[231],"producing":[232],"KG.":[235,279],"It":[236],"contains":[237],"more":[238],"than":[239],"2.5":[240],"million":[241,246],"axioms":[242],"about":[244],"1":[245],"instances.":[247],"KG":[249],"enables":[250],"us":[251],"demonstrate":[253],"usefulness":[257],"RGOM.":[260],"Our":[261],"research":[262],"helps":[263],"staff":[267],"take":[269],"timely":[270],"decisions":[271],"by":[272],"exploiting":[273],"information":[275,300],"embedded":[276],"relation":[281],"this,":[283],"demonstrated":[288],"help":[291],"use":[294],"case":[295],"scenario":[296],"discover":[298],"required":[299],"current":[303],"temperature":[304],"at":[305],"particular":[307],"time,":[308],"status":[310],"motor,":[313],"tools":[314],"deployed":[315],"machine,":[318]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}