{"id":"https://openalex.org/W2810792896","doi":"https://doi.org/10.1145/3167132.3167164","title":"Predicting incorrect mappings","display_name":"Predicting incorrect mappings","publication_year":2018,"publication_date":"2018-04-09","ids":{"openalex":"https://openalex.org/W2810792896","doi":"https://doi.org/10.1145/3167132.3167164","mag":"2810792896"},"language":"en","primary_location":{"id":"doi:10.1145/3167132.3167164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167132.3167164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://oa.upm.es/72464/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088409126","display_name":"Mariano Rico","orcid":"https://orcid.org/0000-0001-5878-8521"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mariano Rico","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079757419","display_name":"Nandana Mihindukulasooriya","orcid":"https://orcid.org/0000-0003-1707-4842"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nandana Mihindukulasooriya","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070186420","display_name":"Dimitris Kontokostas","orcid":"https://orcid.org/0000-0002-2300-4421"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dimitris Kontokostas","raw_affiliation_strings":["Leipzig University, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040542771","display_name":"Heiko Paulheim","orcid":null},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiko Paulheim","raw_affiliation_strings":["University of Mannheim, Mannheim, Germany"],"affiliations":[{"raw_affiliation_string":"University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102019010","display_name":"Sebastian Hellmann","orcid":"https://orcid.org/0000-0001-6006-5103"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Hellmann","raw_affiliation_strings":["Leipzig University, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006108971","display_name":"Asunc\u00edon G\u00f3mez-P\u00e9rez","orcid":"https://orcid.org/0000-0002-3037-0331"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Asunci\u00f3n G\u00f3mez-P\u00e9rez","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088409126"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":1.8564,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89036796,"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":"323","last_page":"330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9962000250816345,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.8794979453086853},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.8079555034637451},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6053133606910706},{"id":"https://openalex.org/keywords/axiom","display_name":"Axiom","score":0.5585111379623413},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.5431451201438904},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.5177997350692749},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.48151907324790955},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4643922448158264},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4348413944244385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42550918459892273},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3824799656867981},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3808727264404297},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36688411235809326},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.1865871250629425},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.17588961124420166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12665238976478577},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07071036100387573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8794979453086853},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8079555034637451},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6053133606910706},{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.5585111379623413},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.5431451201438904},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.5177997350692749},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.48151907324790955},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4643922448158264},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4348413944244385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42550918459892273},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3824799656867981},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3808727264404297},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36688411235809326},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.1865871250629425},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.17588961124420166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12665238976478577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07071036100387573},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3167132.3167164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167132.3167164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:oa.upm.es:72464","is_oa":true,"landing_page_url":"https://oa.upm.es/72464/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SAC '18: Proceedings of the 33rd Annual ACM Symposium on Applied Computing | SAC\u00b418: Symposium on Applied Computing | 9-13 Apr 2018 | Pau, Francia","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:45486","is_oa":false,"landing_page_url":"https://madoc.bib.uni-mannheim.de/45486/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"pmh:oai:oa.upm.es:72464","is_oa":true,"landing_page_url":"https://oa.upm.es/72464/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SAC '18: Proceedings of the 33rd Annual ACM Symposium on Applied Computing | SAC\u00b418: Symposium on Applied Computing | 9-13 Apr 2018 | Pau, Francia","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7095546713","display_name":null,"funder_award_id":"644055","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W31535402","https://openalex.org/W102708294","https://openalex.org/W857684163","https://openalex.org/W1653383105","https://openalex.org/W1810020568","https://openalex.org/W1870959433","https://openalex.org/W1876766592","https://openalex.org/W1973653891","https://openalex.org/W2056141229","https://openalex.org/W2090634677","https://openalex.org/W2133990480","https://openalex.org/W2135451108","https://openalex.org/W2395023126","https://openalex.org/W2547288407","https://openalex.org/W2551079787","https://openalex.org/W2616383538"],"related_works":["https://openalex.org/W2283287182","https://openalex.org/W2776293731","https://openalex.org/W1485690712","https://openalex.org/W82112649","https://openalex.org/W2058923328","https://openalex.org/W3128827045","https://openalex.org/W2945730294","https://openalex.org/W199330785","https://openalex.org/W2054214855","https://openalex.org/W2400121884"],"abstract_inverted_index":{"DBpedia":[0,34,50],"releases":[1],"consist":[2],"of":[3,62,81],"more":[4],"than":[5],"70":[6],"multilingual":[7],"datasets":[8],"that":[9],"cover":[10],"data":[11,19,102],"extracted":[12,20],"from":[13,21,99],"different":[14,128],"language-specific":[15,49],"Wikipedia":[16,23],"instances.":[17],"The":[18],"those":[22],"instances":[24],"are":[25,41,56],"transformed":[26],"into":[27],"RDF":[28],"using":[29],"mappings":[30,40,55,72,93,149],"created":[31],"by":[32,95],"the":[33,39,47,79,97],"community.":[35],"Nevertheless,":[36],"not":[37,66],"all":[38,46,70],"correct":[42],"and":[43,135,150],"consistent":[44],"across":[45],"distinct":[48],"datasets.":[51],"As":[52],"these":[53],"incorrect":[54,92,123,148],"spread":[57],"in":[58],"a":[59,87,110,117,152],"large":[60],"number":[61],"mappings,":[63],"it":[64],"is":[65,84],"feasible":[67],"to":[68,74,85,90,115,146],"inspect":[69],"such":[71],"manually":[73],"ensure":[75],"their":[76],"correctness.":[77],"Thus,":[78],"goal":[80],"this":[82,133],"work":[83],"propose":[86,109],"data-driven":[88],"method":[89],"detect":[91,122,147],"automatically":[94],"analyzing":[96],"information":[98],"both":[100],"instance":[101],"as":[103,105],"well":[104],"ontological":[106],"axioms.":[107],"We":[108,125],"machine":[111],"learning":[112],"based":[113],"approach":[114],"building":[116],"predictive":[118],"model":[119,138],"which":[120],"can":[121],"mappings.":[124],"have":[126],"evaluated":[127],"supervised":[129],"classification":[130],"algorithms":[131],"for":[132],"task":[134],"our":[136],"best":[137],"achieves":[139],"93%":[140],"accuracy.":[141],"These":[142],"results":[143],"help":[144],"us":[145],"achieve":[151],"high-quality":[153],"DBpedia.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}