{"id":"https://openalex.org/W2802354297","doi":"https://doi.org/10.1609/hcomp.v6i1.13335","title":"How Do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk","display_name":"How Do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk","publication_year":2018,"publication_date":"2018-06-15","ids":{"openalex":"https://openalex.org/W2802354297","doi":"https://doi.org/10.1609/hcomp.v6i1.13335","mag":"2802354297"},"language":"en","primary_location":{"id":"doi:10.1609/hcomp.v6i1.13335","is_oa":true,"landing_page_url":"https://doi.org/10.1609/hcomp.v6i1.13335","pdf_url":"https://ojs.aaai.org/index.php/HCOMP/article/download/13335/13183","source":{"id":"https://openalex.org/S4387284122","display_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","issn_l":"2769-1330","issn":["2769-1330","2769-1349"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/HCOMP/article/download/13335/13183","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029123550","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-0350-0313"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Jie Yang","raw_affiliation_strings":["University of Fribourg"],"affiliations":[{"raw_affiliation_string":"University of Fribourg","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039506162","display_name":"Carlo van der Valk","orcid":"https://orcid.org/0000-0002-0520-1042"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Carlo Van der Valk","raw_affiliation_strings":["Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025794971","display_name":"Tobias Ho\u00dffeld","orcid":"https://orcid.org/0000-0003-0173-595X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Ho\u00dffeld","raw_affiliation_strings":["University of W\u00fcrzburg"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019183502","display_name":"Judith Redi","orcid":"https://orcid.org/0000-0003-1936-8860"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Judith Redi","raw_affiliation_strings":["Delft University of Technology, Exact B.V"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Exact B.V","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028101938","display_name":"Alessandro Bozzon","orcid":"https://orcid.org/0000-0002-3300-2913"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alessandro Bozzon","raw_affiliation_strings":["Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029123550"],"corresponding_institution_ids":["https://openalex.org/I154338468"],"apc_list":null,"apc_paid":null,"fwci":1.3227,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83674575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"193","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991999864578247,"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":0.9991999864578247,"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7413929104804993},{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.7011668086051941},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6491914391517639},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5503909587860107},{"id":"https://openalex.org/keywords/online-community","display_name":"Online community","score":0.47467875480651855},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3948076069355011},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.37094348669052124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.358612060546875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34240663051605225},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32194215059280396},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.244716078042984},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16980168223381042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1462918519973755},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.13075894117355347},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10583606362342834}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7413929104804993},{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.7011668086051941},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6491914391517639},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5503909587860107},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.47467875480651855},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3948076069355011},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37094348669052124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.358612060546875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34240663051605225},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32194215059280396},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.244716078042984},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16980168223381042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1462918519973755},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.13075894117355347},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10583606362342834},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1609/hcomp.v6i1.13335","is_oa":true,"landing_page_url":"https://doi.org/10.1609/hcomp.v6i1.13335","pdf_url":"https://ojs.aaai.org/index.php/HCOMP/article/download/13335/13183","source":{"id":"https://openalex.org/S4387284122","display_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","issn_l":"2769-1330","issn":["2769-1330","2769-1349"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/13335","is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/HCOMP/article/view/13335","pdf_url":"https://ojs.aaai.org/index.php/HCOMP/article/view/13335","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; Vol. 6 No. 1 (2018): Sixth AAAI Conference on Human Computation and Crowdsourcing","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doc.rero.ch:20180508081634-VL","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402253","display_name":"RERO DOC (Universit\u00e4t Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1609/hcomp.v6i1.13335","is_oa":true,"landing_page_url":"https://doi.org/10.1609/hcomp.v6i1.13335","pdf_url":"https://ojs.aaai.org/index.php/HCOMP/article/download/13335/13183","source":{"id":"https://openalex.org/S4387284122","display_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","issn_l":"2769-1330","issn":["2769-1330","2769-1349"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Human Computation and Crowdsourcing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2802354297.pdf","grobid_xml":"https://content.openalex.org/works/W2802354297.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1482974529","https://openalex.org/W1606939377","https://openalex.org/W2042882066","https://openalex.org/W2065049201","https://openalex.org/W2101567517","https://openalex.org/W2103240268","https://openalex.org/W2118418963","https://openalex.org/W2135631431","https://openalex.org/W2171468534","https://openalex.org/W2293765620","https://openalex.org/W2338705265","https://openalex.org/W2402489522","https://openalex.org/W2567558666","https://openalex.org/W2783946743","https://openalex.org/W2949979577","https://openalex.org/W2961858654","https://openalex.org/W3124258878","https://openalex.org/W4229539396","https://openalex.org/W4245651501","https://openalex.org/W6636433122","https://openalex.org/W6652021361","https://openalex.org/W6661058033","https://openalex.org/W6666622306","https://openalex.org/W6677096361","https://openalex.org/W6685275399","https://openalex.org/W6696923331","https://openalex.org/W6703644316","https://openalex.org/W6732265902","https://openalex.org/W6764319012","https://openalex.org/W7027102336","https://openalex.org/W7053643155","https://openalex.org/W7056074122"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2081647779","https://openalex.org/W1607472309","https://openalex.org/W2108237372","https://openalex.org/W4237750775","https://openalex.org/W3128051602","https://openalex.org/W3217387898","https://openalex.org/W2370597599","https://openalex.org/W2963891724"],"abstract_inverted_index":{"Crowdworker":[0],"online":[1,34],"communities":[2,29],"\u2014":[3,11,99],"operating":[4],"in":[5,16,65,79,83,132,154,169],"fora":[6,121,148,155],"like":[7],"mTurkForum":[8],"and":[9,30,62,89,96,114,122,149],"TurkerNation":[10],"are":[12,109,118],"an":[13,53],"important":[14],"actor":[15],"microwork":[17],"markets.":[18],"Albeit":[19],"central":[20],"to":[21,41,120],"market":[22,60,112,134],"dynamics,":[23],"how":[24],"the":[25,31,70,73,126,133,138,163,170],"behavior":[26],"of":[27,33,48,58,72,129,137,141,166],"crowdworker":[28,142],"dynamics":[32],"marketplaces":[35],"influence":[36],"each":[37],"other":[38],"is":[39,135],"yet":[40],"be":[42],"understood.":[43],"To":[44],"provide":[45],"quantitative":[46],"evidence":[47],"such":[49,87],"influence,":[50],"we":[51],"performed":[52],"analysis":[54],"on":[55,162],"6-years":[56],"worth":[57],"mTurk":[59],"activities":[61,78,116,153],"community":[63,115],"discussions":[64],"six":[66],"fora.":[67],"We":[68,93],"investigated":[69],"nature":[71],"relationships":[74],"that":[75,106,117],"exist":[76],"between":[77,111],"fora,":[80],"tasks":[81,167],"published":[82],"mTurk,":[84],"requesters":[85],"for":[86],"tasks,":[88],"task":[90,123],"completion":[91,164],"speed.":[92],"validate":[94],"--":[95],"expand":[97],"upon":[98],"results":[100],"from":[101],"previous":[102],"work":[103],"by":[104],"showing":[105],"(i)":[107],"there":[108],"differences":[110,146],"demand":[113],"specific":[119],"types;":[124],"(ii)":[125],"temporal":[127],"progression":[128],"HIT":[130],"availability":[131],"predictive":[136],"upcoming":[139],"amount":[140],"discussions,":[143],"with":[144],"significant":[145,159],"across":[147],"discussion":[150],"categories;":[151],"(iii)":[152],"can":[156],"have":[157],"a":[158],"positive":[160],"impact":[161],"speed":[165],"available":[168],"market.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}