{"id":"https://openalex.org/W3012874398","doi":"https://doi.org/10.1145/3366423.3380014","title":"Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs","display_name":"Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3012874398","doi":"https://doi.org/10.1145/3366423.3380014","mag":"3012874398"},"language":"en","primary_location":{"id":"doi:10.1145/3366423.3380014","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380014","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3366423.3380014","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3366423.3380014","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103053925","display_name":"Trung-Kien Tran","orcid":"https://orcid.org/0000-0002-9938-1944"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Trung-Kien Tran","raw_affiliation_strings":["","Bosch Center for Artificial Intelligence Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"Bosch Center for Artificial Intelligence Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019733849","display_name":"Mohamed H. Gad-Elrab","orcid":"https://orcid.org/0000-0002-0887-3522"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamed H. Gad-Elrab","raw_affiliation_strings":["","Bosch Center for Artificial Intelligence Renningen, Germany Max-Planck Institute for Informatics Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"Bosch Center for Artificial Intelligence Renningen, Germany Max-Planck Institute for Informatics Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102841687","display_name":"Daria Stepanova","orcid":"https://orcid.org/0000-0001-8654-5121"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daria Stepanova","raw_affiliation_strings":["","Bosch Center for Artificial Intelligence Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"Bosch Center for Artificial Intelligence Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025295947","display_name":"Evgeny Kharlamov","orcid":"https://orcid.org/0000-0003-3247-4166"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Evgeny Kharlamov","raw_affiliation_strings":["","Bosch Center for Artificial Intelligence Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"Bosch Center for Artificial Intelligence Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066026428","display_name":"Jannik Str\u00f6tgen","orcid":null},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jannik Str\u00f6tgen","raw_affiliation_strings":["","Bosch Center for Artificial Intelligence Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"","institution_ids":[]},{"raw_affiliation_string":"Bosch Center for Artificial Intelligence Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103053925"],"corresponding_institution_ids":["https://openalex.org/I889804353"],"apc_list":null,"apc_paid":null,"fwci":1.2177,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.83781689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2613","last_page":"2619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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":0.9984999895095825,"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":0.9902999997138977,"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":0.8285788297653198},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6471103429794312},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5997245907783508},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5452606678009033},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5346646904945374},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.47796177864074707},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4760727286338806},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45405393838882446},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.4387969374656677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43731045722961426},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43406063318252563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3482755422592163},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33125680685043335},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14917722344398499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8285788297653198},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6471103429794312},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5997245907783508},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5452606678009033},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5346646904945374},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.47796177864074707},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4760727286338806},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45405393838882446},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.4387969374656677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43731045722961426},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43406063318252563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3482755422592163},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33125680685043335},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14917722344398499},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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":2,"locations":[{"id":"doi:10.1145/3366423.3380014","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380014","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3366423.3380014","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.mpg.de:item_3286216","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0007-F861-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Companion of The World Wide Web Conference","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3366423.3380014","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380014","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3366423.3380014","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012874398.pdf","grobid_xml":"https://content.openalex.org/works/W3012874398.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W105978187","https://openalex.org/W132826463","https://openalex.org/W163830123","https://openalex.org/W342586941","https://openalex.org/W1552847225","https://openalex.org/W1588246138","https://openalex.org/W1919625393","https://openalex.org/W2016753842","https://openalex.org/W2022166150","https://openalex.org/W2071534789","https://openalex.org/W2076618134","https://openalex.org/W2080133951","https://openalex.org/W2089862599","https://openalex.org/W2090634677","https://openalex.org/W2094728533","https://openalex.org/W2110324082","https://openalex.org/W2130276068","https://openalex.org/W2135436167","https://openalex.org/W2154829072","https://openalex.org/W2168120333","https://openalex.org/W2171278097","https://openalex.org/W2231771044","https://openalex.org/W2294695792","https://openalex.org/W2300469216","https://openalex.org/W2395893628","https://openalex.org/W2499251258","https://openalex.org/W2513733182","https://openalex.org/W2537475616","https://openalex.org/W2592249290","https://openalex.org/W2604197414","https://openalex.org/W2604989807","https://openalex.org/W2759136286","https://openalex.org/W2775871438","https://openalex.org/W2906839304","https://openalex.org/W2914775527","https://openalex.org/W3126976873","https://openalex.org/W3171979284","https://openalex.org/W4312622263"],"related_works":["https://openalex.org/W2384605597","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2387743295","https://openalex.org/W2372385138","https://openalex.org/W4401140950","https://openalex.org/W4400650325"],"abstract_inverted_index":{"Knowledge":[0],"graphs":[1],"(KGs)":[2],"are":[3,17,61],"essential":[4],"resources":[5],"for":[6],"many":[7],"applications":[8],"including":[9],"Web":[10],"search":[11],"and":[12,38,64,88,110,120,128],"question":[13],"answering.":[14],"As":[15],"KGs":[16,42,93,117],"often":[18],"automatically":[19],"constructed,":[20],"they":[21,60],"may":[22],"contain":[23],"incorrect":[24],"facts.":[25],"Detecting":[26],"them":[27],"is":[28],"a":[29,77],"crucial,":[30],"yet":[31],"extremely":[32],"expensive":[33],"task.":[34],"Prominent":[35],"solutions":[36],"detect":[37],"explain":[39],"inconsistency":[40,90,109],"in":[41,91],"with":[43,115],"respect":[44],"to":[45,56,80],"accompanying":[46],"ontologies":[47],"that":[48,98,130],"describe":[49],"the":[50,84,123,134],"KG":[51,96,106],"domain":[52],"of":[53,86,125],"interest.":[54],"Compared":[55],"machine":[57],"learning":[58],"methods":[59],"more":[62],"reliable":[63],"human-interpretable":[65],"but":[66],"scale":[67],"poorly":[68],"on":[69],"large":[70,92,116],"KGs.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75],"present":[76],"novel":[78],"approach":[79,127],"dramatically":[81],"speed":[82],"up":[83],"process":[85],"detecting":[87],"explaining":[89],"by":[94],"exploiting":[95],"abstractions":[97,107],"capture":[99],"prominent":[100],"data":[101],"patterns.":[102],"Though":[103],"much":[104],"smaller,":[105],"preserve":[108],"their":[111],"explanations.":[112],"Our":[113],"experiments":[114],"(e.g.,":[118],"DBpedia":[119],"Yago)":[121],"demonstrate":[122],"feasibility":[124],"our":[126],"show":[129],"it":[131],"significantly":[132],"outperforms":[133],"popular":[135],"baseline.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
