{"id":"https://openalex.org/W2917506135","doi":"https://doi.org/10.1145/3301275.3302276","title":"Explainable modeling of annotations in crowdsourcing","display_name":"Explainable modeling of annotations in crowdsourcing","publication_year":2019,"publication_date":"2019-02-19","ids":{"openalex":"https://openalex.org/W2917506135","doi":"https://doi.org/10.1145/3301275.3302276","mag":"2917506135"},"language":"en","primary_location":{"id":"doi:10.1145/3301275.3302276","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301275.3302276","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301275.3302276","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Conference on Intelligent User Interfaces","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/10.1145/3301275.3302276","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067463039","display_name":"An Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"An T. Nguyen","raw_affiliation_strings":["University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023397430","display_name":"Matthew Lease","orcid":"https://orcid.org/0000-0002-0056-2834"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Lease","raw_affiliation_strings":["University of Texas at Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036790226","display_name":"Byron Wallace","orcid":"https://orcid.org/0000-0003-2409-7735"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Byron C. Wallace","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067463039"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":1.8747,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87221239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"579"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9934999942779541,"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":0.9911999702453613,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9728258848190308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8606299161911011},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7595325708389282},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6718059778213501},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6390031576156616},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5340793132781982},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.49552953243255615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46630942821502686},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4488048851490021},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3903106451034546},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38262027502059937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32332438230514526},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21457234025001526},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.08554303646087646}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9728258848190308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8606299161911011},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7595325708389282},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6718059778213501},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6390031576156616},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5340793132781982},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.49552953243255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46630942821502686},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4488048851490021},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3903106451034546},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38262027502059937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32332438230514526},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21457234025001526},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08554303646087646},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301275.3302276","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301275.3302276","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301275.3302276","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3301275.3302276","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3301275.3302276","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3301275.3302276","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8701689675","display_name":null,"funder_award_id":"1253413","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2917506135.pdf","grobid_xml":"https://content.openalex.org/works/W2917506135.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W9014458","https://openalex.org/W249020515","https://openalex.org/W1543648998","https://openalex.org/W1585610988","https://openalex.org/W1987971958","https://openalex.org/W2020999234","https://openalex.org/W2033403400","https://openalex.org/W2049633694","https://openalex.org/W2112511942","https://openalex.org/W2113878109","https://openalex.org/W2124994029","https://openalex.org/W2144578941","https://openalex.org/W2149273804","https://openalex.org/W2162815002","https://openalex.org/W2167913131","https://openalex.org/W2252027921","https://openalex.org/W2469104253","https://openalex.org/W2794122052","https://openalex.org/W2794219599","https://openalex.org/W3105265400"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Aggregation":[0],"models":[1],"for":[2],"improving":[3],"the":[4,26,89,100],"quality":[5,90],"of":[6,53,91,99,120],"annotations":[7],"collected":[8],"via":[9],"crowdsourcing":[10],"have":[11],"been":[12,19],"widely":[13],"studied,":[14],"but":[15],"far":[16],"less":[17],"has":[18],"done":[20],"to":[21,50,129,136],"explain":[22],"why":[23],"annotators":[24,139],"make":[25],"mistakes":[27],"that":[28,43,84,103],"they":[29],"do.":[30],"To":[31],"this":[32],"end,":[33],"we":[34],"propose":[35],"a":[36,61,73,77,126],"joint":[37,86],"aggregation":[38,94],"and":[39,76,112,135,147],"worker":[40,48,110,114],"clustering":[41],"model":[42,87,124],"detects":[44],"patterns":[45],"underlying":[46],"crowd":[47,138],"labels":[49,111],"characterize":[51],"varieties":[52],"labeling":[54],"errors.":[55],"We":[56],"evaluate":[57],"our":[58,85,123],"approach":[59],"on":[60],"Named":[62],"Entity":[63],"Recognition":[64],"dataset":[65],"labeled":[66],"by":[67,96],"Mechanical":[68],"Turk":[69],"workers":[70],"in":[71,108],"both":[72],"retrospective":[74],"experiment":[75],"small":[78],"human":[79,106],"study.":[80],"The":[81],"former":[82],"shows":[83],"improves":[88],"clusters":[92,104],"vs.":[93],"followed":[95],"clustering.":[97],"Results":[98],"latter":[101],"suggest":[102],"aid":[105],"sense-making":[107],"interpreting":[109],"predicting":[113],"mistakes.":[115,143],"By":[116],"enabling":[117],"better":[118],"explanation":[119],"annotator":[121],"mistakes,":[122],"creates":[125],"new":[127],"opportunity":[128],"help":[130,137],"Requesters":[131],"improve":[132],"task":[133],"instructions":[134],"learn":[140],"from":[141],"their":[142],"Source":[144],"code,":[145],"data,":[146],"supplementary":[148],"material":[149],"is":[150],"shared":[151],"online.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
