{"id":"https://openalex.org/W2924304430","doi":"https://doi.org/10.1109/access.2019.2906506","title":"A Dynamic Selection Approach for Quality Control Mechanisms in Crowdsourcing","display_name":"A Dynamic Selection Approach for Quality Control Mechanisms in Crowdsourcing","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2924304430","doi":"https://doi.org/10.1109/access.2019.2906506","mag":"2924304430"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2906506","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906506","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672075.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672075.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044023854","display_name":"Reham Alabduljabbar","orcid":"https://orcid.org/0000-0002-9626-5331"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Reham Alabduljabbar","raw_affiliation_strings":["Information Technology Department, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9626-5331","affiliations":[{"raw_affiliation_string":"Information Technology Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075274493","display_name":"Hmood Al-Dossari","orcid":"https://orcid.org/0000-0002-9064-0022"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hmood Al-Dossari","raw_affiliation_strings":["Information Systems Department, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":5.2436,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.94955889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"38644","last_page":"38656"},"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/T11182","display_name":"Auction Theory and Applications","score":0.9890999794006348,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9883000254631042,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9016932249069214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8431503772735596},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6933749914169312},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.6602945327758789},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6564924716949463},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.611122727394104},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5812023282051086},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5716129541397095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5209532976150513},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49121183156967163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4502156376838684},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41950419545173645},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.41892510652542114},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.123634934425354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08898958563804626},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07414814829826355}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9016932249069214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8431503772735596},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6933749914169312},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.6602945327758789},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6564924716949463},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.611122727394104},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5812023282051086},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5716129541397095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5209532976150513},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49121183156967163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4502156376838684},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41950419545173645},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.41892510652542114},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.123634934425354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08898958563804626},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07414814829826355},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2906506","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906506","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672075.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:eb67fba278344a9a9626c2b5814d38b0","is_oa":true,"landing_page_url":"https://doaj.org/article/eb67fba278344a9a9626c2b5814d38b0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 38644-38656 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2906506","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906506","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08672075.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2924304430.pdf","grobid_xml":"https://content.openalex.org/works/W2924304430.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W8870360","https://openalex.org/W14759842","https://openalex.org/W183148012","https://openalex.org/W242338882","https://openalex.org/W313417701","https://openalex.org/W1525088415","https://openalex.org/W1589148151","https://openalex.org/W1846955904","https://openalex.org/W1965398296","https://openalex.org/W1978306164","https://openalex.org/W1988511622","https://openalex.org/W1988584482","https://openalex.org/W1994050137","https://openalex.org/W2005856863","https://openalex.org/W2014499228","https://openalex.org/W2020740057","https://openalex.org/W2026844232","https://openalex.org/W2026969101","https://openalex.org/W2052756509","https://openalex.org/W2058738785","https://openalex.org/W2061863227","https://openalex.org/W2065049201","https://openalex.org/W2083073161","https://openalex.org/W2086320398","https://openalex.org/W2097726984","https://openalex.org/W2098865355","https://openalex.org/W2104926950","https://openalex.org/W2106848915","https://openalex.org/W2127008633","https://openalex.org/W2129444086","https://openalex.org/W2133990480","https://openalex.org/W2136606893","https://openalex.org/W2148209802","https://openalex.org/W2149489787","https://openalex.org/W2151272027","https://openalex.org/W2151401338","https://openalex.org/W2158515176","https://openalex.org/W2165166165","https://openalex.org/W2165403938","https://openalex.org/W2168144930","https://openalex.org/W2169757306","https://openalex.org/W2170989440","https://openalex.org/W2171913066","https://openalex.org/W2225260683","https://openalex.org/W2267033284","https://openalex.org/W2313168525","https://openalex.org/W2338952248","https://openalex.org/W2482887173","https://openalex.org/W2612749509","https://openalex.org/W2792171993","https://openalex.org/W3104125207","https://openalex.org/W3121257585","https://openalex.org/W3124258878","https://openalex.org/W3129904307","https://openalex.org/W6600367688","https://openalex.org/W6600593438","https://openalex.org/W6607499978","https://openalex.org/W6681485741","https://openalex.org/W6693426790","https://openalex.org/W6737661009"],"related_works":["https://openalex.org/W1599116104","https://openalex.org/W2178171640","https://openalex.org/W2245294024","https://openalex.org/W1472755691","https://openalex.org/W3005524528","https://openalex.org/W2963660546","https://openalex.org/W2055733113","https://openalex.org/W2185184195","https://openalex.org/W3122634986","https://openalex.org/W3102460643"],"abstract_inverted_index":{"Crowdsourcing":[0],"has":[1,90],"emerged":[2],"as":[3],"a":[4,34,52,63,80,94],"new":[5],"model":[6],"for":[7,46,79],"leveraging":[8],"human":[9],"knowledge":[10],"and":[11,48,108,123],"intelligence":[12],"toward":[13],"accomplishing":[14],"tasks":[15,109,119],"that":[16,66,97,136],"are":[17],"difficult":[18],"to":[19,27,70,145],"fulfill":[20],"effectively":[21],"with":[22],"machines":[23],"alone.":[24],"However,":[25],"owing":[26],"its":[28,56,85],"open":[29],"nature,":[30],"quality":[31,49,75],"control":[32,50,76],"is":[33],"big":[35],"challenge.":[36],"Current":[37],"crowdsourcing":[38],"systems":[39],"use":[40],"one":[41,121],"or":[42],"two":[43],"standard":[44],"mechanisms":[45],"evaluation":[47],"of":[51,55,104,118,127],"task,":[53],"regardless":[54],"type.":[57,86],"In":[58],"this":[59],"paper,":[60],"we":[61],"propose":[62],"dynamic":[64,139],"approach":[65,89,140],"exploits":[67],"task-quality":[68],"ontology":[69],"select":[71],"the":[72,102,114,124,130],"most":[73],"suitable":[74],"mechanism":[77],"(QCM)":[78],"given":[81],"task":[82],"based":[83],"on":[84,101,120,129],"The":[87],"proposed":[88,138],"been":[91],"enriched":[92],"by":[93],"reputation":[95,125],"engine":[96],"collects":[98],"requesters'":[99],"feedback":[100],"performance":[103],"QCMs.":[105],"Accordingly,":[106],"QCMs":[107,128],"were":[110],"automatically":[111],"matched":[112],"using":[113],"underlying":[115],"categorization":[116],"structure":[117],"side":[122],"scores":[126],"other":[131],"side.":[132],"Our":[133],"experiments":[134],"establish":[135],"our":[137],"yields":[141],"better":[142],"results":[143],"compared":[144],"existing":[146],"approaches.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}