{"id":"https://openalex.org/W2947540910","doi":"https://doi.org/10.1109/educon.2019.8725279","title":"Crowdsourcing-Based Learning: the Effective Smart Pedagogy for STEM Education","display_name":"Crowdsourcing-Based Learning: the Effective Smart Pedagogy for STEM Education","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2947540910","doi":"https://doi.org/10.1109/educon.2019.8725279","mag":"2947540910"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2019.8725279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Engineering Education Conference (EDUCON)","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/A5103851281","display_name":"Vladimir L. Uskov","orcid":null},"institutions":[{"id":"https://openalex.org/I24648388","display_name":"Bradley University","ror":"https://ror.org/04kmeaw70","country_code":"US","type":"education","lineage":["https://openalex.org/I24648388"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir L. Uskov","raw_affiliation_strings":["Department of Computer Science and Information Systems, Bradley University, Peoria, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Bradley University, Peoria, IL, USA","institution_ids":["https://openalex.org/I24648388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113438938","display_name":"Jeffrey P. Bakken","orcid":null},"institutions":[{"id":"https://openalex.org/I121847817","display_name":"The Graduate Center, CUNY","ror":"https://ror.org/00awd9g61","country_code":"US","type":"education","lineage":["https://openalex.org/I121847817"]},{"id":"https://openalex.org/I24648388","display_name":"Bradley University","ror":"https://ror.org/04kmeaw70","country_code":"US","type":"education","lineage":["https://openalex.org/I24648388"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey P. Bakken","raw_affiliation_strings":["The Graduate School, Bradley University, Peoria, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Graduate School, Bradley University, Peoria, IL, USA","institution_ids":["https://openalex.org/I121847817","https://openalex.org/I24648388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084385925","display_name":"Lavanya Aluri","orcid":null},"institutions":[{"id":"https://openalex.org/I24648388","display_name":"Bradley University","ror":"https://ror.org/04kmeaw70","country_code":"US","type":"education","lineage":["https://openalex.org/I24648388"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lavanya Aluri","raw_affiliation_strings":["Department of Computer Science and Information Systems, Bradley University, Peoria, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Bradley University, Peoria, IL, USA","institution_ids":["https://openalex.org/I24648388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5847,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.95146957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1552","last_page":"1558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13722","display_name":"Ergonomics and Human Factors","score":0.920799970626831,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7852998971939087},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.77860426902771},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7014726400375366},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5946940183639526},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.5571954846382141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5514772534370422},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4563560485839844},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.45123133063316345},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.44491755962371826},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.4145488440990448},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3577243983745575},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3451787829399109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2857011556625366},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.2503553628921509},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.24367129802703857},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21498757600784302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18909797072410583},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1799435019493103}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7852998971939087},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.77860426902771},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7014726400375366},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5946940183639526},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.5571954846382141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514772534370422},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4563560485839844},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.45123133063316345},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.44491755962371826},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.4145488440990448},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3577243983745575},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3451787829399109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2857011556625366},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.2503553628921509},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.24367129802703857},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21498757600784302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18909797072410583},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1799435019493103}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2019.8725279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1678887232","https://openalex.org/W2179670289","https://openalex.org/W2194482610","https://openalex.org/W2510177591","https://openalex.org/W2527161197","https://openalex.org/W2618192441","https://openalex.org/W2772130947","https://openalex.org/W2783290408","https://openalex.org/W2805064672","https://openalex.org/W2889402065","https://openalex.org/W2900340839","https://openalex.org/W4286431302","https://openalex.org/W6737935198","https://openalex.org/W6747399368","https://openalex.org/W6751437315","https://openalex.org/W6755545415"],"related_works":["https://openalex.org/W1597787164","https://openalex.org/W2074363113","https://openalex.org/W2391246822","https://openalex.org/W2362852039","https://openalex.org/W2412976523","https://openalex.org/W2063598469","https://openalex.org/W4389399746","https://openalex.org/W2741163500","https://openalex.org/W4210376626","https://openalex.org/W2897387163"],"abstract_inverted_index":{"Multiple":[0],"innovative":[1,31],"teaching":[2,32],"and":[3,24,51,70,100,119,137,163],"learning":[4,93,99,132,157],"strategies,":[5],"that":[6],"strongly":[7],"support":[8,34],"the":[9,35,44,47,55],"advanced":[10],"technology-based":[11],"education,":[12,171],"emerged":[13],"in":[14,133,142,152,158,161,164,169,172],"recent":[15],"years.":[16],"However,":[17],"there":[18],"are":[19,85,140],"no":[20],"published":[21],"data":[22],"analytics":[23],"validated":[25],"outcomes":[26,45,127,146],"regarding":[27],"how":[28],"good":[29],"those":[30],"approaches":[33],"main":[36],"concepts":[37],"of":[38,46,74,102,130,155],"Smart":[39,75,167],"Pedagogy.":[40],"This":[41],"paper":[42],"presents":[43],"ongoing":[48],"research,":[49],"design":[50],"development":[52],"project":[53],"at":[54],"InterLabs":[56],"Research":[57],"Institute,":[58],"Bradley":[59],"University":[60],"(Peoria,":[61],"IL,":[62],"USA)":[63],"aimed":[64],"to":[65,88],"identify,":[66],"analyze,":[67],"test,":[68],"implement":[69],"recommend":[71],"various":[72],"components":[73,81],"Pedagogy":[76,168],"for":[77],"STEM":[78,135,170],"education.":[79],"Those":[80],"may":[82],"include":[83],"but":[84],"not":[86],"limited":[87],"1)":[89],"learning-":[90],"by-doing,":[91],"active":[92,153],"or":[94],"experiential":[95],"learning,":[96,103,106,109,115,118],"2)":[97],"games-based":[98],"gamification":[101],"3)":[104],"collaborative":[105],"4)":[107],"analytics-based":[108],"5)":[110],"flipped":[111],"classroom,":[112],"6)":[113],"crowdsourcing-based":[114,131,156],"7)":[116],"badging-based":[117],"8)":[120],"productive":[121],"failure-based":[122],"learning.":[123],"The":[124],"obtained":[125],"research":[126],"about":[128],"application":[129],"several":[134],"undergraduate":[136],"graduate":[138],"courses":[139],"presented":[141],"this":[143],"paper.":[144],"Project":[145],"undoubtedly":[147],"demonstrate":[148],"students'":[149],"keen":[150],"interest":[151],"use":[154],"Sciences":[159],"courses,":[160],"particular,":[162],"highly":[165],"technological":[166],"general.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
