{"id":"https://openalex.org/W2259654687","doi":"https://doi.org/10.4018/ijksr.2015100102","title":"Methodology for Record Linkage: A Medical Domain Case Study","display_name":"Methodology for Record Linkage: A Medical Domain Case Study","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2259654687","doi":"https://doi.org/10.4018/ijksr.2015100102","mag":"2259654687"},"language":"en","primary_location":{"id":"doi:10.4018/ijksr.2015100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijksr.2015100102","pdf_url":null,"source":{"id":"https://openalex.org/S146299077","display_name":"International Journal of Knowledge Society Research","issn_l":"1947-8429","issn":["1947-8429","1947-8437"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Society Research","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/A5110245127","display_name":"Mar\u00eda Vargas-Vera","orcid":null},"institutions":[{"id":"https://openalex.org/I21067949","display_name":"Adolfo Ib\u00e1\u00f1ez University","ror":"https://ror.org/0326knt82","country_code":"CL","type":"education","lineage":["https://openalex.org/I21067949"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Maria Vargas-Vera","raw_affiliation_strings":["Universidad Adolfo Ibanez, Vinia del Mar, Chile"],"affiliations":[{"raw_affiliation_string":"Universidad Adolfo Ibanez, Vinia del Mar, Chile","institution_ids":["https://openalex.org/I21067949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110245127"],"corresponding_institution_ids":["https://openalex.org/I21067949"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14898446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"4","first_page":"18","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9847999811172485,"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/T11106","display_name":"Data Management and Algorithms","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/record-linkage","display_name":"Record linkage","score":0.8644348382949829},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.8200588822364807},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6338696479797363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6318443417549133},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6097198128700256},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5002255439758301},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.483490526676178},{"id":"https://openalex.org/keywords/linkage","display_name":"Linkage (software)","score":0.48223385214805603},{"id":"https://openalex.org/keywords/homogenization","display_name":"Homogenization (climate)","score":0.4406704604625702},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41588079929351807},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.18751901388168335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18530219793319702},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10689947009086609},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07764583826065063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07413408160209656}],"concepts":[{"id":"https://openalex.org/C142210648","wikidata":"https://www.wikidata.org/wiki/Q1266546","display_name":"Record linkage","level":3,"score":0.8644348382949829},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.8200588822364807},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6338696479797363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6318443417549133},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6097198128700256},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5002255439758301},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.483490526676178},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.48223385214805603},{"id":"https://openalex.org/C2778722038","wikidata":"https://www.wikidata.org/wiki/Q17030643","display_name":"Homogenization (climate)","level":3,"score":0.4406704604625702},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41588079929351807},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.18751901388168335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18530219793319702},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10689947009086609},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07764583826065063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07413408160209656},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijksr.2015100102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijksr.2015100102","pdf_url":null,"source":{"id":"https://openalex.org/S146299077","display_name":"International Journal of Knowledge Society Research","issn_l":"1947-8429","issn":["1947-8429","1947-8437"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Society Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jksr00:v:6:y:2015:i:4:p:18-35","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJKSR.2015100102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W100397643","https://openalex.org/W177885090","https://openalex.org/W1493448782","https://openalex.org/W1569123402","https://openalex.org/W1602640167","https://openalex.org/W1875360179","https://openalex.org/W1898496839","https://openalex.org/W1974846156","https://openalex.org/W1975723136","https://openalex.org/W1988176704","https://openalex.org/W2024770506","https://openalex.org/W2034190452","https://openalex.org/W2044758663","https://openalex.org/W2049379634","https://openalex.org/W2073471108","https://openalex.org/W2102443632","https://openalex.org/W2106895292","https://openalex.org/W2114487536","https://openalex.org/W2124149492","https://openalex.org/W2128600649","https://openalex.org/W2148572968","https://openalex.org/W2150365753","https://openalex.org/W2150698190","https://openalex.org/W2153977007","https://openalex.org/W2154785834","https://openalex.org/W2170902582","https://openalex.org/W2370671790","https://openalex.org/W2394705709","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4254879869","https://openalex.org/W3022576529","https://openalex.org/W2628526247","https://openalex.org/W2596401011","https://openalex.org/W2913569734","https://openalex.org/W3127229356","https://openalex.org/W2000801317","https://openalex.org/W2294604808","https://openalex.org/W2749089722","https://openalex.org/W2895059799"],"abstract_inverted_index":{"This":[0,17],"paper":[1],"presents":[2,140],"a":[3,95],"methodology":[4,59,82,111],"for":[5],"linking":[6,114],"records":[7,69,122,131],"from":[8],"several":[9,75],"sources":[10],"each":[11],"source":[12],"might":[13],"contain,":[14],"missing":[15,20,35,100],"information.":[16],"assumption":[18],"of":[19,27,39,42,68,70,88,109,115,127,130,135,143,148,161],"values":[21,101],"has":[22,32],"been":[23],"made,":[24],"without":[25],"loss":[26],"generality,":[28],"as":[29,54],"the":[30,40,45,66,71,89,99,103,119,125,128,138,149,159,162],"authors":[31],"observed":[33],"that":[34],"information":[36],"is":[37,60,83,91,112],"part":[38],"nature":[41],"data":[43],"in":[44,50,74,80],"health":[46],"domain":[47],"and":[48,123,170],"also":[49],"other":[51],"domains":[52],"such":[53],"social":[55],"sciences.":[56],"The":[57,77,86,106,146],"author's":[58],"an":[61,141],"attempt":[62],"to":[63],"deal":[64],"with":[65,102,132],"linkage":[67,126],"same":[72],"patient":[73],"databases.":[76],"first":[78],"phase":[79,108,151],"her":[81,110],"called":[84,113],"homogenization.":[85],"homogenization":[87,150],"databases/datasets":[90],"performed":[92,166],"by":[93],"applying":[94],"method":[96],"which":[97],"fills-in":[98],"predicted":[104],"values.":[105],"second":[107],"records.":[116],"It":[117],"assesses":[118],"similarity":[120,172],"between":[121],"implements":[124],"pairs":[129],"high":[133],"level":[134],"similarity.":[136],"Finally,":[137],"author":[139],"evaluation":[142,147,160],"our":[144],"methodology.":[145],"was":[152],"carried":[153],"out":[154],"using":[155,167],"multinomial":[156],"regression":[157],"while,":[158],"aggregated":[163],"similarities":[164],"were":[165],"Jaccard,":[168],"Jaro-Winkler":[169],"Monge-Elkan":[171],"metrics.":[173]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
