{"id":"https://openalex.org/W1988511622","doi":"https://doi.org/10.1145/1837885.1837907","title":"Exploring iterative and parallel human computation processes","display_name":"Exploring iterative and parallel human computation processes","publication_year":2010,"publication_date":"2010-07-25","ids":{"openalex":"https://openalex.org/W1988511622","doi":"https://doi.org/10.1145/1837885.1837907","mag":"1988511622"},"language":"en","primary_location":{"id":"doi:10.1145/1837885.1837907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1837885.1837907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGKDD Workshop on Human Computation","raw_type":"proceedings-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/A5024401049","display_name":"Greg Little","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Greg Little","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049173646","display_name":"Lydia B. Chilton","orcid":"https://orcid.org/0000-0002-1737-1276"},"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":"Lydia B. Chilton","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051437936","display_name":"Max Goldman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Max Goldman","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091023123","display_name":"Robert C. Miller","orcid":"https://orcid.org/0000-0001-8932-2732"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert C. Miller","raw_affiliation_strings":["MIT CSAIL"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024401049"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":32.1109,"has_fulltext":false,"cited_by_count":171,"citation_normalized_percentile":{"value":0.99607135,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"76"},"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/T11675","display_name":"Open Source Software Innovations","score":0.995199978351593,"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/T10260","display_name":"Software Engineering Research","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/brainstorming","display_name":"Brainstorming","score":0.8740145564079285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.78596031665802},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6292977333068848},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.6252360939979553},{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.543164074420929},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5419053435325623},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.517273485660553},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38008642196655273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3610329329967499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3508302569389343},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3289027810096741},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1566213071346283},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12421858310699463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08042290806770325}],"concepts":[{"id":"https://openalex.org/C150672426","wikidata":"https://www.wikidata.org/wiki/Q191183","display_name":"Brainstorming","level":2,"score":0.8740145564079285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78596031665802},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6292977333068848},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.6252360939979553},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.543164074420929},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5419053435325623},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.517273485660553},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38008642196655273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3610329329967499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3508302569389343},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3289027810096741},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1566213071346283},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12421858310699463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08042290806770325},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1837885.1837907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1837885.1837907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGKDD Workshop on Human Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G5263373345","display_name":null,"funder_award_id":"IIS-0447800","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1970381522","https://openalex.org/W2022710553","https://openalex.org/W2041411104","https://openalex.org/W2065100127","https://openalex.org/W2096848877","https://openalex.org/W2107756083","https://openalex.org/W2116157705","https://openalex.org/W2117470435","https://openalex.org/W2132764451","https://openalex.org/W2133885443","https://openalex.org/W2138781105","https://openalex.org/W2141282920","https://openalex.org/W2143280940","https://openalex.org/W2149489787","https://openalex.org/W2151401338"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W4361982223","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2030594842","https://openalex.org/W2886410948","https://openalex.org/W2737596577"],"abstract_inverted_index":{"Services":[0],"like":[1],"Amazon's":[2],"Mechanical":[3],"Turk":[4],"have":[5],"opened":[6],"the":[7,98,124,147,154],"door":[8],"for":[9],"exploration":[10],"of":[11,29,76,93,101,132,140],"processes":[12,21],"that":[13,121],"outsource":[14],"computation":[15,20],"to":[16,25,42,45],"humans.":[17],"These":[18],"human":[19],"hold":[22],"tremendous":[23],"potential":[24],"solve":[26],"a":[27,74,137],"variety":[28],"problems":[30],"in":[31,60,83,108,113,128,146,153],"novel":[32],"and":[33,62,89,110,115],"interesting":[34],"ways.":[35],"However,":[36,112],"we":[37],"are":[38],"only":[39],"just":[40],"beginning":[41],"understand":[43],"how":[44],"design":[46],"such":[47],"processes.":[48],"This":[49],"paper":[50],"explores":[51],"two":[52],"basic":[53],"approaches:":[54],"one":[55,63],"where":[56,64],"workers":[57,65,160],"work":[58],"alone":[59],"parallel":[61,148],"iteratively":[66],"build":[67],"on":[68],"each":[69,81,92],"other's":[70],"work.":[71],"We":[72],"present":[73],"series":[75],"experiments":[77],"exploring":[78],"tradeoffs":[79],"between":[80],"approach":[82],"several":[84],"problem":[85],"domains:":[86],"writing,":[87],"brainstorming,":[88],"transcription.":[90],"In":[91],"our":[94],"experiments,":[95],"iteration":[96,122],"increases":[97],"average":[99],"quality":[100],"responses.":[102],"The":[103],"increase":[104],"is":[105,118,123,143],"statistically":[106],"significant":[107],"writing":[109],"brainstorming.":[111],"brainstorming":[114],"transcription,":[116],"it":[117],"not":[119],"clear":[120],"best":[125],"overall":[126],"approach,":[127],"part":[129],"because":[130],"both":[131],"these":[133],"tasks":[134],"benefit":[135],"from":[136],"high":[138],"variability":[139],"responses,":[141],"which":[142],"more":[144],"prevalent":[145],"process.":[149],"Also,":[150],"poor":[151],"guesses":[152],"transcription":[155],"task":[156],"can":[157],"lead":[158],"subsequent":[159],"astray.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":18},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":15}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
