{"id":"https://openalex.org/W4308081857","doi":"https://doi.org/10.1109/nextcomp55567.2022.9932178","title":"Towards an automated record linkage process for datasource-independent company matching","display_name":"Towards an automated record linkage process for datasource-independent company matching","publication_year":2022,"publication_date":"2022-10-06","ids":{"openalex":"https://openalex.org/W4308081857","doi":"https://doi.org/10.1109/nextcomp55567.2022.9932178"},"language":"en","primary_location":{"id":"doi:10.1109/nextcomp55567.2022.9932178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nextcomp55567.2022.9932178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","raw_type":"proceedings-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/A5071102088","display_name":"Felix Kruse","orcid":"https://orcid.org/0000-0001-8033-0840"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Kruse","raw_affiliation_strings":["Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016028967","display_name":"Christoph Schr\u00f6er","orcid":"https://orcid.org/0000-0001-6862-4627"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Schroer","raw_affiliation_strings":["Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075814554","display_name":"Jan-Philipp Awick","orcid":null},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-Philipp Awick","raw_affiliation_strings":["Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041935536","display_name":"Jan Reinkensmeier","orcid":null},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Reinkensmeier","raw_affiliation_strings":["Energy / Data Integration and Processing OFFIS,Oldenburg,Germany","Energy / Data Integration and Processing OFFIS, Oldenburg, Germany"],"affiliations":[{"raw_affiliation_string":"Energy / Data Integration and Processing OFFIS,Oldenburg,Germany","institution_ids":["https://openalex.org/I202367325"]},{"raw_affiliation_string":"Energy / Data Integration and Processing OFFIS, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027635656","display_name":"Jorge Marx G\u00f3mez","orcid":"https://orcid.org/0000-0002-7833-7549"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorge Marx Gomez","raw_affiliation_strings":["Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E4;t Oldenburg,Business Informatics, VLBA,Oldenburg,Germany","institution_ids":["https://openalex.org/I129877168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071102088"],"corresponding_institution_ids":["https://openalex.org/I129877168"],"apc_list":null,"apc_paid":null,"fwci":0.339,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63834717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.8042454719543457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7395141124725342},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6705207824707031},{"id":"https://openalex.org/keywords/record-linkage","display_name":"Record linkage","score":0.5816458463668823},{"id":"https://openalex.org/keywords/linkage","display_name":"Linkage (software)","score":0.5453436374664307},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40809524059295654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3884587585926056},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.363578736782074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1640719175338745}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.8042454719543457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7395141124725342},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6705207824707031},{"id":"https://openalex.org/C142210648","wikidata":"https://www.wikidata.org/wiki/Q1266546","display_name":"Record linkage","level":3,"score":0.5816458463668823},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.5453436374664307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40809524059295654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3884587585926056},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.363578736782074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1640719175338745},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nextcomp55567.2022.9932178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nextcomp55567.2022.9932178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2487032012","https://openalex.org/W2211355040","https://openalex.org/W2808916796","https://openalex.org/W2176311362","https://openalex.org/W3012491082","https://openalex.org/W4280518517","https://openalex.org/W3111878056","https://openalex.org/W3211905090","https://openalex.org/W1936317645","https://openalex.org/W4310568775"],"abstract_inverted_index":{"Record":[0],"linkage":[1],"(RL)":[2],"is":[3,38,44,78,155],"becoming":[4],"increasingly":[5],"important":[6],"for":[7,20,57,106,152,161],"companies":[8,33,167],"to":[9,50,128,173],"integrate":[10,174],"data":[11,90,118,179],"silos":[12],"and":[13,40,63,130,142,176],"create":[14],"a":[15,53,98,123,131,148],"more":[16,171],"qualitative":[17],"information":[18],"base":[19],"decision-making.":[21],"Despite":[22],"state-of-the-art":[23],"research":[24,77],"results":[25,121,139],"in":[26,32,112],"RL,":[27],"these":[28],"are":[29,140],"not":[30],"used":[31],"because":[34],"the":[35,41,65,145],"manual":[36,66],"effort":[37,67],"high,":[39],"necessary":[42],"know-how":[43],"lacking.":[45],"This":[46,109],"research-in-progress":[47,94],"paper":[48],"aims":[49],"show":[51,122,143],"how":[52,64],"generic":[54,103,149,158],"RL":[55,104,150,159],"process":[56,105,151,160],"company":[58,88,107,153,162],"matching":[59,154,163],"can":[60,68],"be":[61,69],"developed":[62],"reduced.":[70],"For":[71],"this":[72,93],"purpose,":[73],"our":[74,102],"data-driven":[75],"inductive":[76],"based":[79],"on":[80],"insights":[81],"of":[82,86,101,116,126,134,147],"an":[83],"extensive":[84],"fundament":[85],"18":[87],"relevant":[89],"sources.":[91,119,180],"In":[92],"paper,":[95],"we":[96],"implemented":[97],"first":[99],"version":[100],"matching.":[108],"was":[110],"applied":[111],"three":[113],"experiments":[114],"consisting":[115],"different":[117],"The":[120,157],"Precision":[124],"range":[125,133],"0.88":[127],"0.98":[129],"Recall":[132],"0.9":[135],"-":[136],"0.99.":[137],"These":[138],"promising":[141],"that":[144],"development":[146],"possible.":[156],"would":[164],"majorly":[165],"impact":[166],"by":[168],"making":[169],"it":[170],"efficient":[172],"new":[175],"previously":[177],"unused":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
