{"id":"https://openalex.org/W3206978869","doi":"https://doi.org/10.1145/3479592","title":"Case Studies on the Motivation and Performance of Contributors Who Verify and Maintain In-Flux Tabular Datasets","display_name":"Case Studies on the Motivation and Performance of Contributors Who Verify and Maintain In-Flux Tabular Datasets","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3206978869","doi":"https://doi.org/10.1145/3479592","mag":"3206978869"},"language":"en","primary_location":{"id":"doi:10.1145/3479592","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3479592","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","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/A5066326936","display_name":"Shaun Wallace","orcid":"https://orcid.org/0000-0001-5297-1659"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shaun Wallace","raw_affiliation_strings":["Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060515739","display_name":"Alexandra Papoutsaki","orcid":"https://orcid.org/0000-0003-1041-4760"},"institutions":[{"id":"https://openalex.org/I177881444","display_name":"Pomona College","ror":"https://ror.org/0074grg94","country_code":"US","type":"education","lineage":["https://openalex.org/I177881444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra Papoutsaki","raw_affiliation_strings":["Pomona College, Claremont, CA, USA"],"affiliations":[{"raw_affiliation_string":"Pomona College, Claremont, CA, USA","institution_ids":["https://openalex.org/I177881444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012674650","display_name":"Neilly H. Tan","orcid":"https://orcid.org/0000-0003-1790-0489"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neilly H. Tan","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564894","display_name":"Hua Guo","orcid":"https://orcid.org/0000-0002-5008-2644"},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hua Guo","raw_affiliation_strings":["Twitter Inc., San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Twitter Inc., San Francisco, CA, USA","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052381120","display_name":"Jeff Huang","orcid":"https://orcid.org/0000-0002-3453-5666"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Huang","raw_affiliation_strings":["Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066326936"],"corresponding_institution_ids":["https://openalex.org/I27804330"],"apc_list":null,"apc_paid":null,"fwci":1.1717,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82935431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5","issue":"CSCW2","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980000257492065,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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":0.6978713274002075},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6916065812110901},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6417848467826843},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46113574504852295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39683833718299866},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3937048316001892},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13978636264801025},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10220414400100708},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08025780320167542},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07507732510566711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6978713274002075},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6916065812110901},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6417848467826843},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46113574504852295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39683833718299866},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3937048316001892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13978636264801025},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10220414400100708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08025780320167542},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07507732510566711}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3479592","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3479592","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W152761198","https://openalex.org/W191493945","https://openalex.org/W614149592","https://openalex.org/W1565732937","https://openalex.org/W1615876832","https://openalex.org/W1702329404","https://openalex.org/W1806220264","https://openalex.org/W1964933335","https://openalex.org/W2000412498","https://openalex.org/W2013666871","https://openalex.org/W2014855614","https://openalex.org/W2020740057","https://openalex.org/W2023865077","https://openalex.org/W2041411104","https://openalex.org/W2053814546","https://openalex.org/W2058179030","https://openalex.org/W2080133951","https://openalex.org/W2091064072","https://openalex.org/W2097090466","https://openalex.org/W2097519322","https://openalex.org/W2105578879","https://openalex.org/W2112338634","https://openalex.org/W2127008633","https://openalex.org/W2133485007","https://openalex.org/W2141846678","https://openalex.org/W2144883443","https://openalex.org/W2150597317","https://openalex.org/W2151401338","https://openalex.org/W2157025439","https://openalex.org/W2157985198","https://openalex.org/W2163361328","https://openalex.org/W2170493558","https://openalex.org/W2170989440","https://openalex.org/W2173800084","https://openalex.org/W2182472765","https://openalex.org/W2182992846","https://openalex.org/W2247123384","https://openalex.org/W2248761606","https://openalex.org/W2277895402","https://openalex.org/W2323067154","https://openalex.org/W2505012246","https://openalex.org/W2530214029","https://openalex.org/W2530539196","https://openalex.org/W2537475616","https://openalex.org/W2541120129","https://openalex.org/W2565779926","https://openalex.org/W2582770222","https://openalex.org/W2593093587","https://openalex.org/W2593341911","https://openalex.org/W2610248523","https://openalex.org/W2621010329","https://openalex.org/W2748163013","https://openalex.org/W2780153469","https://openalex.org/W2791182566","https://openalex.org/W2794424581","https://openalex.org/W2883754520","https://openalex.org/W2900211783","https://openalex.org/W2909639611","https://openalex.org/W2913178646","https://openalex.org/W2913837785","https://openalex.org/W2914008044","https://openalex.org/W2922428744","https://openalex.org/W2941211423","https://openalex.org/W2947784394","https://openalex.org/W2950330638","https://openalex.org/W2952402694","https://openalex.org/W2977984201","https://openalex.org/W2987755095","https://openalex.org/W2998862821","https://openalex.org/W3004210300","https://openalex.org/W3006845802","https://openalex.org/W3008881932","https://openalex.org/W3010786729","https://openalex.org/W3012588391","https://openalex.org/W3037688328","https://openalex.org/W3093594662","https://openalex.org/W3100621770","https://openalex.org/W3105435131","https://openalex.org/W3116560596","https://openalex.org/W3121257585","https://openalex.org/W3122383744","https://openalex.org/W3128668266","https://openalex.org/W3150741040","https://openalex.org/W4230939871","https://openalex.org/W4292341621"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W4301594054","https://openalex.org/W2794488505","https://openalex.org/W3125889879","https://openalex.org/W3124422538","https://openalex.org/W2295467472","https://openalex.org/W3046451053","https://openalex.org/W2097909533","https://openalex.org/W3125188128","https://openalex.org/W2144398666"],"abstract_inverted_index":{"The":[0,106],"life":[1],"cycle":[2],"of":[3,10,48,102,198],"a":[4,18,49,140,155],"peer-produced":[5],"dataset":[6,50,84],"follows":[7],"the":[8,45,54,83,119,167],"phases":[9],"growth,":[11],"maturity,":[12],"and":[13,23,71,100,158,188,196],"decline.":[14],"Paying":[15],"crowdworkers":[16,68,160],"is":[17,63],"proven":[19],"method":[20,59,76],"to":[21,37,60,64,69,93,161,178,191],"collect":[22],"organize":[24],"information":[25,194],"into":[26],"structured":[27],"tables.":[28],"However,":[29],"these":[30],"tabular":[31,104,199],"representations":[32],"may":[33],"contain":[34],"inaccuracies":[35],"due":[36],"errors":[38],"or":[39],"data":[40,148,164,180],"changing":[41],"over":[42],"time.":[43],"Thus,":[44],"maturation":[46],"phase":[47],"can":[51],"benefit":[52],"from":[53,128,154],"additional":[55,66],"human":[56,98],"examination.":[57],"One":[58],"improve":[61],"accuracy":[62,195],"recruit":[65],"paid":[67,116,131],"verify":[70],"correct":[72],"errors.":[73],"An":[74],"alternative":[75],"relies":[77],"on":[78],"unpaid":[79,126,168],"contributors,":[80],"collectively":[81,192],"editing":[82],"during":[85],"regular":[86],"use.":[87],"We":[88],"describe":[89],"two":[90],"case":[91,108],"studies":[92],"examine":[94],"different":[95],"strategies":[96,114,124,133],"for":[97],"verification":[99,113,132,153],"maintenance":[101,123,169],"in-flux":[103],"datasets.":[105],"first":[107],"study":[109],"examines":[110,121],"traditional":[111],"micro-task":[112],"with":[115,125],"crowdworkers,":[117],"while":[118],"second":[120],"long-term":[122],"contributions":[127],"non-crowdworkers.":[129],"Two":[130],"that":[134],"produced":[135],"more":[136,173],"accurate":[137,144,174],"corrections":[138,175],"at":[139],"lower":[141],"cost":[142],"per":[143],"correction":[145],"were":[146],"redundant":[147],"collection":[149],"followed":[150],"by":[151],"final":[152],"trusted":[156],"crowdworker":[157],"allowing":[159],"review":[162,179],"any":[163],"freely.":[165],"In":[166],"strategies,":[170],"contributors":[171],"provided":[172],"when":[176],"asked":[177],"matching":[181],"their":[182],"interests.":[183],"This":[184],"research":[185],"identifies":[186],"considerations":[187],"future":[189],"approaches":[190],"improving":[193],"longevity":[197],"information.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
