{"id":"https://openalex.org/W2213124363","doi":"https://doi.org/10.1145/3157736","title":"Selecting the Top-Quality Item Through Crowd Scoring","display_name":"Selecting the Top-Quality Item Through Crowd Scoring","publication_year":2018,"publication_date":"2018-02-13","ids":{"openalex":"https://openalex.org/W2213124363","doi":"https://doi.org/10.1145/3157736","mag":"2213124363"},"language":"en","primary_location":{"id":"doi:10.1145/3157736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3157736","pdf_url":null,"source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"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":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1512.07487","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072774127","display_name":"Alessandro Nordio","orcid":"https://orcid.org/0000-0001-8258-051X"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Nordio","raw_affiliation_strings":["CNR-IEIIT, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8258-051X","affiliations":[{"raw_affiliation_string":"CNR-IEIIT, Torino, Italy","institution_ids":["https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084879749","display_name":"Alberto Tarable","orcid":"https://orcid.org/0000-0003-0246-6405"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Tarable","raw_affiliation_strings":["CNR-IEIIT, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNR-IEIIT, Torino, Italy","institution_ids":["https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851101","display_name":"Emilio Leonardi","orcid":"https://orcid.org/0000-0002-3070-4274"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emilio Leonardi","raw_affiliation_strings":["Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy","institution_ids":["https://openalex.org/I177477856","https://openalex.org/I4210100607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033827359","display_name":"Marco Ajmone Marsan","orcid":"https://orcid.org/0000-0002-9560-7053"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["ES","IT"],"is_corresponding":false,"raw_author_name":"Marco Ajmone Marsan","raw_affiliation_strings":["Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy; IMDEA Networks Institute, Madrid, Spain","Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy; IMDEA Networks Institute, Madrid, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy; IMDEA Networks Institute, Madrid, Spain","institution_ids":["https://openalex.org/I177477856","https://openalex.org/I2802499160","https://openalex.org/I4210100607"]},{"raw_affiliation_string":"Politecnico di Torino, Italy; CNR-IEIIT, Torino, Italy; IMDEA Networks Institute, Madrid, Spain#TAB#","institution_ids":["https://openalex.org/I177477856","https://openalex.org/I2802499160","https://openalex.org/I4210100607"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00447512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"26"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9063791036605835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8173623085021973},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6413159370422363},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6046647429466248},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5609120726585388},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5157496929168701},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49405959248542786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48038583993911743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.466114342212677},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.46270349621772766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44138801097869873}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9063791036605835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173623085021973},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6413159370422363},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6046647429466248},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5609120726585388},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5157496929168701},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49405959248542786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48038583993911743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.466114342212677},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.46270349621772766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44138801097869873},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3157736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3157736","pdf_url":null,"source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"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":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1512.07487","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.07487","pdf_url":"https://arxiv.org/pdf/1512.07487","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2213124363","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1512.07487.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1512.07487","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1512.07487","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1512.07487","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.07487","pdf_url":"https://arxiv.org/pdf/1512.07487","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2213124363.pdf","grobid_xml":"https://content.openalex.org/works/W2213124363.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W350106943","https://openalex.org/W1974554406","https://openalex.org/W1989135160","https://openalex.org/W2000080679","https://openalex.org/W2001977275","https://openalex.org/W2002985443","https://openalex.org/W2009551863","https://openalex.org/W2033442452","https://openalex.org/W2038435918","https://openalex.org/W2061863227","https://openalex.org/W2066640191","https://openalex.org/W2098649057","https://openalex.org/W2150593711","https://openalex.org/W2158751658","https://openalex.org/W2161126263","https://openalex.org/W2168405694","https://openalex.org/W2964064650"],"related_works":["https://openalex.org/W2898777950","https://openalex.org/W2998192474","https://openalex.org/W2884112453","https://openalex.org/W2055535508","https://openalex.org/W2573242108","https://openalex.org/W2572754257","https://openalex.org/W3020938849","https://openalex.org/W2764093082","https://openalex.org/W3161956575","https://openalex.org/W2994667814","https://openalex.org/W2921090119","https://openalex.org/W3026918511","https://openalex.org/W3174998861","https://openalex.org/W2254744191","https://openalex.org/W2803010599","https://openalex.org/W2281773540","https://openalex.org/W588472770","https://openalex.org/W2901752052","https://openalex.org/W2520312638","https://openalex.org/W3158286436"],"abstract_inverted_index":{"We":[0,66,98],"investigate":[1],"crowdsourcing":[2],"algorithms":[3,39,88,123],"for":[4,73,128],"finding":[5],"the":[6,38,63,74,100,111,115,122,133],"top-quality":[7,64],"item":[8],"within":[9],"a":[10,50,69,83,129],"large":[11],"collection":[12],"of":[13,37,85,102,110,121,132],"objects":[14,42,95],"with":[15,25],"unknown":[16],"intrinsic":[17],"quality":[18],"values.":[19],"This":[20],"is":[21,40],"an":[22,92],"important":[23],"problem":[24],"many":[26],"relevant":[27],"applications,":[28],"such":[29],"as":[30],"in":[31,91],"networked":[32],"recommendation":[33],"systems.":[34],"The":[35],"core":[36],"that":[41,119],"are":[43,58],"distributed":[44],"to":[45,61,89,96,107],"crowd":[46],"workers,":[47],"who":[48],"return":[49],"noisy":[51],"and":[52,81],"biased":[53],"evaluation.":[54],"All":[55],"received":[56],"evaluations":[57],"then":[59],"combined":[60],"identify":[62],"object.":[65],"first":[67],"present":[68],"simple":[70],"probabilistic":[71],"model":[72],"system":[75,134],"under":[76],"investigation.":[77],"Then":[78],"we":[79,117],"devise":[80],"study":[82],"class":[84],"efficient":[86],"adaptive":[87],"assign":[90],"effective":[93],"way":[94],"workers.":[97],"compare":[99],"performance":[101,127],"several":[103],"algorithms,":[104],"which":[105],"correspond":[106],"different":[108],"choices":[109],"design":[112],"parameters/metrics.":[113],"In":[114],"simulations,":[116],"show":[118],"some":[120],"achieve":[124],"near":[125],"optimal":[126],"suitable":[130],"setting":[131],"parameters.":[135]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}