{"id":"https://openalex.org/W2914417081","doi":"https://doi.org/10.1145/3308558.3313507","title":"Debiasing Vandalism Detection Models at Wikidata","display_name":"Debiasing Vandalism Detection Models at Wikidata","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2914417081","doi":"https://doi.org/10.1145/3308558.3313507","mag":"2914417081"},"language":"en","primary_location":{"id":"doi:10.1145/3308558.3313507","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313507","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3308558.3313507","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038894198","display_name":"Stefan Heindorf","orcid":"https://orcid.org/0000-0002-4525-6865"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Heindorf","raw_affiliation_strings":["Paderborn University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016839607","display_name":"Yan Scholten","orcid":"https://orcid.org/0000-0002-3293-7733"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yan Scholten","raw_affiliation_strings":["Paderborn University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paderborn University, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022823882","display_name":"Gregor Engels","orcid":"https://orcid.org/0000-0001-5397-9548"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gregor Engels","raw_affiliation_strings":["University of Paderborn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083712311","display_name":"Martin Potthast","orcid":"https://orcid.org/0000-0003-2451-0665"},"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":"Martin Potthast","raw_affiliation_strings":["Leipzig University, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leipzig University, Germany","institution_ids":["https://openalex.org/I926574661"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2347,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95735506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"670","last_page":"680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9764999747276306,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9761000275611877,"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/debiasing","display_name":"Debiasing","score":0.9247326850891113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8258037567138672},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.6244089603424072},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.52349454164505},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4766438901424408},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.45715826749801636},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3969823718070984},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35197991132736206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33342331647872925},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2652251720428467},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06147909164428711}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.9247326850891113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8258037567138672},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6244089603424072},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.52349454164505},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4766438901424408},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.45715826749801636},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3969823718070984},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35197991132736206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33342331647872925},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2652251720428467},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06147909164428711},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3308558.3313507","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313507","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3308558.3313507","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3308558.3313507","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The World Wide Web Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W119494866","https://openalex.org/W166868646","https://openalex.org/W202389787","https://openalex.org/W651477617","https://openalex.org/W1529533208","https://openalex.org/W1532503642","https://openalex.org/W1593806347","https://openalex.org/W1602942503","https://openalex.org/W1756422141","https://openalex.org/W1819662813","https://openalex.org/W1976526581","https://openalex.org/W1978523792","https://openalex.org/W2008657810","https://openalex.org/W2014352947","https://openalex.org/W2016753842","https://openalex.org/W2031342017","https://openalex.org/W2036291768","https://openalex.org/W2054551600","https://openalex.org/W2069363463","https://openalex.org/W2097246321","https://openalex.org/W2097623161","https://openalex.org/W2099752825","https://openalex.org/W2100960835","https://openalex.org/W2118847082","https://openalex.org/W2127795553","https://openalex.org/W2148517649","https://openalex.org/W2150997454","https://openalex.org/W2157110051","https://openalex.org/W2160424800","https://openalex.org/W2162670686","https://openalex.org/W2163107090","https://openalex.org/W2166454173","https://openalex.org/W2168209108","https://openalex.org/W2184957013","https://openalex.org/W2250601658","https://openalex.org/W2262055854","https://openalex.org/W2283196293","https://openalex.org/W2339329611","https://openalex.org/W2340526403","https://openalex.org/W2345053475","https://openalex.org/W2427174200","https://openalex.org/W2530395818","https://openalex.org/W2537475616","https://openalex.org/W2540757487","https://openalex.org/W2544318541","https://openalex.org/W2573955408","https://openalex.org/W2581102923","https://openalex.org/W2584097675","https://openalex.org/W2584805976","https://openalex.org/W2597425331","https://openalex.org/W2599025709","https://openalex.org/W2604200214","https://openalex.org/W2616536620","https://openalex.org/W2621010329","https://openalex.org/W2624319794","https://openalex.org/W2741179140","https://openalex.org/W2753845591","https://openalex.org/W2759136286","https://openalex.org/W2768007961","https://openalex.org/W2779393660","https://openalex.org/W2788408439","https://openalex.org/W2791170418","https://openalex.org/W2797572117","https://openalex.org/W2804927761","https://openalex.org/W2950018712","https://openalex.org/W2952371036","https://openalex.org/W2962787423","https://openalex.org/W2962922665","https://openalex.org/W2963453196","https://openalex.org/W2963662115","https://openalex.org/W2964031043","https://openalex.org/W3100895646","https://openalex.org/W3122809229","https://openalex.org/W3123374861","https://openalex.org/W3141075872","https://openalex.org/W4231955481","https://openalex.org/W4289258088","https://openalex.org/W4386564359","https://openalex.org/W6635823316","https://openalex.org/W6638208828","https://openalex.org/W6728551298","https://openalex.org/W6744110554"],"related_works":["https://openalex.org/W4362554880","https://openalex.org/W4281684980","https://openalex.org/W4386875279","https://openalex.org/W2171721708","https://openalex.org/W4390963114","https://openalex.org/W4287887864","https://openalex.org/W3214527415","https://openalex.org/W1495104519","https://openalex.org/W4225584739","https://openalex.org/W2199432031"],"abstract_inverted_index":{"Crowdsourced":[0],"knowledge":[1],"bases":[2],"like":[3],"Wikidata":[4],"suffer":[5],"from":[6,34,45,95],"low-quality":[7],"edits":[8,33,44],"and":[9,29,65,71,108],"vandalism,":[10],"employing":[11],"machine":[12],"learning-based":[13],"approaches":[14,26],"to":[15,50,97],"detect":[16],"both":[17],"kinds":[18],"of":[19,69,89],"damage.":[20],"We":[21,55],"reveal":[22],"that":[23,79],"state-of-the-art":[24,91],"detection":[25,77],"discriminate":[27],"anonymous":[28],"new":[30,75],"users:":[31],"benign":[32,43],"these":[35],"users":[36],"receive":[37],"much":[38],"higher":[39],"vandalism":[40,76,92],"scores":[41],"than":[42],"older":[46],"ones,":[47],"causing":[48],"newcomers":[49],"abandon":[51],"the":[52,60,67,86,90],"project":[53],"prematurely.":[54],"address":[56],"this":[57],"problem":[58],"for":[59],"first":[61],"time":[62],"by":[63,72],"analyzing":[64],"measuring":[66],"sources":[68],"bias,":[70],"developing":[73],"a":[74],"model":[78,83],"avoids":[80],"them.":[81],"Our":[82],"FAIR-S":[84],"reduces":[85],"bias":[87],"ratio":[88],"detector":[93],"WDVD":[94],"310.7":[96],"only":[98],"11.9":[99],"while":[100],"maintaining":[101],"high":[102],"predictive":[103],"performance":[104],"at":[105],"0.963":[106],"ROC":[107],"0.316":[109],"PR.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
