{"id":"https://openalex.org/W4322576256","doi":"https://doi.org/10.1109/tkde.2023.3248223","title":"HOFD: An Outdated Fact Detector for Knowledge Bases","display_name":"HOFD: An Outdated Fact Detector for Knowledge Bases","publication_year":2023,"publication_date":"2023-02-27","ids":{"openalex":"https://openalex.org/W4322576256","doi":"https://doi.org/10.1109/tkde.2023.3248223"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3248223","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tkde.2023.3248223","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","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/A5044047705","display_name":"Shuang Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Hao","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101797040","display_name":"Chengliang Chai","orcid":"https://orcid.org/0000-0001-8080-5594"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengliang Chai","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451576","display_name":"Guoliang Li","orcid":"https://orcid.org/0000-0002-1398-0621"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101824160","display_name":"Nan Tang","orcid":"https://orcid.org/0000-0003-2832-0295"},"institutions":[{"id":"https://openalex.org/I1301390666","display_name":"Qatar Airways (Qatar)","ror":"https://ror.org/01hx00y13","country_code":"QA","type":"company","lineage":["https://openalex.org/I1301390666"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nan Tang","raw_affiliation_strings":["Qatar Computing Research Institute, HBKU, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar Computing Research Institute, HBKU, Doha, Qatar","institution_ids":["https://openalex.org/I1301390666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387096","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0001-8903-8790"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321701","display_name":"Xiang Yu","orcid":"https://orcid.org/0000-0003-3776-7718"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Yu","raw_affiliation_strings":["Gauss Department, Huawei Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Gauss Department, Huawei Company, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044047705"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.5166,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69574027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"35","issue":"10","first_page":"10775","last_page":"10789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.996399998664856,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.738163411617279},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4840949773788452},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48087599873542786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4658088982105255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738163411617279},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4840949773788452},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48087599873542786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4658088982105255}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2023.3248223","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tkde.2023.3248223","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6757598497","display_name":null,"funder_award_id":"61902017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7169141996","display_name":null,"funder_award_id":"62102215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G863140544","display_name":null,"funder_award_id":"2021M691784","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1543747524","https://openalex.org/W1552847225","https://openalex.org/W1823076153","https://openalex.org/W1985258161","https://openalex.org/W1992479406","https://openalex.org/W2035274534","https://openalex.org/W2058696361","https://openalex.org/W2073068515","https://openalex.org/W2090634677","https://openalex.org/W2122184336","https://openalex.org/W2122865749","https://openalex.org/W2127795553","https://openalex.org/W2132679783","https://openalex.org/W2149076211","https://openalex.org/W2151502664","https://openalex.org/W2184957013","https://openalex.org/W2274308990","https://openalex.org/W2428834396","https://openalex.org/W2492513888","https://openalex.org/W2509883035","https://openalex.org/W2537252555","https://openalex.org/W2572185697","https://openalex.org/W2581102923","https://openalex.org/W2615796676","https://openalex.org/W2739876091","https://openalex.org/W2775871438","https://openalex.org/W2793230989","https://openalex.org/W2794894279","https://openalex.org/W2795117410","https://openalex.org/W2861293586","https://openalex.org/W2914775527","https://openalex.org/W2963360277","https://openalex.org/W2964262329","https://openalex.org/W2998528434","https://openalex.org/W3032629661","https://openalex.org/W3161956575","https://openalex.org/W3182741322","https://openalex.org/W3199939890","https://openalex.org/W4233045210","https://openalex.org/W4283367762","https://openalex.org/W4287111051","https://openalex.org/W4289533982","https://openalex.org/W4293171766","https://openalex.org/W4385768178","https://openalex.org/W6632589900","https://openalex.org/W6646789938","https://openalex.org/W6678830454","https://openalex.org/W6679781796","https://openalex.org/W6694667172","https://openalex.org/W6732138492","https://openalex.org/W6749695801","https://openalex.org/W6810054004"],"related_works":["https://openalex.org/W2357241418","https://openalex.org/W2086064646","https://openalex.org/W2474469336","https://openalex.org/W2119135658","https://openalex.org/W2115485936","https://openalex.org/W3022131925","https://openalex.org/W2792377126","https://openalex.org/W2349174110","https://openalex.org/W1597238586","https://openalex.org/W1536405386"],"abstract_inverted_index":{"Knowledge":[0],"bases":[1],"(KBs),":[2],"which":[3],"store":[4],"high-quality":[5],"information,":[6],"are":[7],"crucial":[8],"for":[9,22,98,192],"many":[10],"applications,":[11],"such":[12,113,202],"as":[13,19,60,114,203],"enhancing":[14],"search":[15],"results":[16],"and":[17,118,205],"serving":[18],"external":[20],"sources":[21],"data":[23,58],"cleaning.":[24],"Not":[25],"surprisingly,":[26],"there":[27],"exist":[28],"outdated":[29,69,99,167,174],"facts":[30,62,70,83,168,175],"in":[31,71,84,102,131],"most":[32],"KBs":[33,47],"due":[34],"to":[35,45,67,124,134,144,164,186],"the":[36,53,65,126,178,188,208],"rapid":[37],"change":[38],"of":[39,55,82,121,128,210],"information.":[40],"Naturally,":[41],"it":[42],"is":[43,152],"important":[44],"keep":[46],"up-to-date.":[48],"Traditional":[49],"wisdom":[50],"has":[51],"investigated":[52],"problem":[54],"using":[56,111],"reference":[57],"(such":[59],"new":[61],"extracted":[63],"from":[64],"news)":[66],"detect":[68,165],"KBs.":[72,85,103],"However,":[73],"existing":[74],"approaches":[75],"can":[76],"only":[77],"cover":[78],"a":[79,94,108,122,129,132,147],"small":[80],"percentage":[81],"In":[86,155],"this":[87],"paper,":[88],"we":[89],"propose":[90],"<monospace":[91,104,138,157],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[92,105,139,158,194],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">HOFD</monospace>,":[93],"novel":[95],"human-in-the-loop":[96],"approach":[97],"fact":[100,123,130,148],"detection":[101],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">HOFD</monospace>":[106,140,159],"trains":[107],"binary":[109],"classifier":[110],"features":[112],"historical":[115],"update":[116,119],"frequency":[117],"time":[120],"compute":[125],"likelihood":[127,151],"KB":[133],"be":[135,183],"outdated.":[136,154],"Then,":[137],"interacts":[141],"with":[142,149],"humans":[143],"verify":[145],"whether":[146],"high":[150],"indeed":[153],"addition,":[156],"also":[160,182],"uses":[161],"logical":[162,179],"rules":[163,180],"more":[166],"based":[169],"on":[170,199],"human":[171],"feedback.":[172],"The":[173],"detected":[176],"by":[177],"will":[181],"fed":[184],"back":[185],"train":[187],"ML":[189],"model":[190],"further":[191],"<italic":[193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">data":[195],"augmentation</i>.":[196],"Extensive":[197],"experiments":[198],"real-world":[200],"KBs,":[201],"Yago":[204],"DBpedia,":[206],"show":[207],"effectiveness":[209],"our":[211],"solution.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}