{"id":"https://openalex.org/W2792836004","doi":"https://doi.org/10.1145/3184558.3186946","title":"Crowd-Machine Collaboration for Item Screening","display_name":"Crowd-Machine Collaboration for Item Screening","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2792836004","doi":"https://doi.org/10.1145/3184558.3186946","mag":"2792836004"},"language":"en","primary_location":{"id":"doi:10.1145/3184558.3186946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3186946","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186946&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3186946&type=pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077236024","display_name":"Evgeny Krivosheev","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Evgeny Krivosheev","raw_affiliation_strings":["University of Trento, Trento, Italy","University of Trento, trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"University of Trento, trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066156038","display_name":"Bahareh Harandizadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bahareh Harandizadeh","raw_affiliation_strings":["University of Trento, trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086585292","display_name":"Fabio Casati","orcid":"https://orcid.org/0000-0001-7591-9562"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I196355604","display_name":"National Research Tomsk State University","ror":"https://ror.org/02he2nc27","country_code":"RU","type":"education","lineage":["https://openalex.org/I196355604"]}],"countries":["IT","RU"],"is_corresponding":false,"raw_author_name":"Fabio Casati","raw_affiliation_strings":["University of Trento & Tomsk Polytechnic University, trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento & Tomsk Polytechnic University, trento, Italy","institution_ids":["https://openalex.org/I193223587","https://openalex.org/I196355604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042705320","display_name":"Boualem Benatallah","orcid":"https://orcid.org/0000-0002-8805-1130"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Boualem Benatallah","raw_affiliation_strings":["University of New South Wales, Sydney, Australia","University of New South Wales, Sydney,\u00a0Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"University of New South Wales, Sydney,\u00a0Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":3,"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":0.02744097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9986000061035156,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.7157686948776245},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6908793449401855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5917354226112366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5584516525268555},{"id":"https://openalex.org/keywords/human\u2013machine-system","display_name":"Human\u2013machine system","score":0.5522201657295227},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5187516212463379},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08062884211540222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157686948776245},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6908793449401855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5917354226112366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5584516525268555},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.5522201657295227},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5187516212463379},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08062884211540222}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3184558.3186946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3186946","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186946&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1803.07947","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.07947","pdf_url":"https://arxiv.org/pdf/1803.07947","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},{"id":"mag:2792836004","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1803.07947v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"pmh:oai:iris.unitn.it:11572/226524","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/226524","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.1803.07947","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1803.07947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"doi:10.1145/3184558.3186946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3186946","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3186946&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2792836004.pdf","grobid_xml":"https://content.openalex.org/works/W2792836004.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2023294425","https://openalex.org/W2599527066","https://openalex.org/W2619694921","https://openalex.org/W2728712790","https://openalex.org/W2755407582","https://openalex.org/W2788974287","https://openalex.org/W2794104530"],"related_works":["https://openalex.org/W2963637031","https://openalex.org/W2094485533","https://openalex.org/W3112544478","https://openalex.org/W3122794768","https://openalex.org/W2622299227","https://openalex.org/W3166277534","https://openalex.org/W2964547919","https://openalex.org/W3082166395","https://openalex.org/W2800969975","https://openalex.org/W3080080468","https://openalex.org/W2426031434","https://openalex.org/W2064796323","https://openalex.org/W2979602634","https://openalex.org/W2999898149","https://openalex.org/W3093753441","https://openalex.org/W3103490734","https://openalex.org/W3154809215","https://openalex.org/W204328762","https://openalex.org/W2982332369","https://openalex.org/W2976662794"],"abstract_inverted_index":{"In":[0],"this":[1,26],"paper":[2],"we":[3],"describe":[4],"how":[5],"crowd":[6],"and":[7,42,55],"machine":[8],"classifier":[9],"can":[10],"be":[11],"efficiently":[12,41],"combined":[13],"to":[14],"screen":[15,39],"items":[16,40],"that":[17,25,38],"satisfy":[18],"a":[19,28],"set":[20],"of":[21,53],"predicates.":[22],"We":[23],"show":[24],"is":[27],"recurring":[29],"problem":[30],"in":[31,51],"many":[32],"domains,":[33],"present":[34],"machine-human":[35],"(hybrid)":[36],"algorithms":[37],"estimate":[43],"the":[44],"gain":[45],"over":[46],"human-only":[47],"or":[48],"machine-only":[49],"screening":[50],"terms":[52],"performance":[54],"cost.":[56]},"counts_by_year":[],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}