{"id":"https://openalex.org/W2999286548","doi":"https://doi.org/10.1007/s10639-020-10102-w","title":"Utilizing crowdsourcing and machine learning in education: Literature review","display_name":"Utilizing crowdsourcing and machine learning in education: Literature review","publication_year":2020,"publication_date":"2020-01-14","ids":{"openalex":"https://openalex.org/W2999286548","doi":"https://doi.org/10.1007/s10639-020-10102-w","mag":"2999286548"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-020-10102-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10102-w","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-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/A5061516397","display_name":"Hadeel Al-Enezi","orcid":"https://orcid.org/0000-0002-3774-368X"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Hadeel S. Alenezi","raw_affiliation_strings":["Department of Computer Engineering, Kuwait University, Kuwait City, Kuwait"],"raw_orcid":"https://orcid.org/0000-0002-3774-368X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kuwait University, Kuwait City, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027763491","display_name":"Maha Faisal","orcid":"https://orcid.org/0000-0001-8074-5456"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Maha H. Faisal","raw_affiliation_strings":["Department of Computer Engineering, Kuwait University, Kuwait City, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kuwait University, Kuwait City, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061516397"],"corresponding_institution_ids":["https://openalex.org/I36721946"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":12.497,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98661533,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"25","issue":"4","first_page":"2971","last_page":"2986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9983999729156494,"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":0.9983999729156494,"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/T11122","display_name":"Online Learning and Analytics","score":0.982699990272522,"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":0.9545999765396118,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.9696010947227478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6539468169212341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6528855562210083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5792890787124634},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4300519824028015},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4259013533592224},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2572488784790039}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9696010947227478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6539468169212341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6528855562210083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5792890787124634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4300519824028015},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4259013533592224},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2572488784790039}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-020-10102-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10102-w","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W93486477","https://openalex.org/W902097880","https://openalex.org/W1967652598","https://openalex.org/W1969830854","https://openalex.org/W1973401804","https://openalex.org/W1974272828","https://openalex.org/W1979739192","https://openalex.org/W1998538992","https://openalex.org/W2038924341","https://openalex.org/W2052733953","https://openalex.org/W2064856757","https://openalex.org/W2070693116","https://openalex.org/W2091366170","https://openalex.org/W2104438030","https://openalex.org/W2124901240","https://openalex.org/W2141964226","https://openalex.org/W2168105487","https://openalex.org/W2313362991","https://openalex.org/W2326461540","https://openalex.org/W2336395599","https://openalex.org/W2399925524","https://openalex.org/W2418912424","https://openalex.org/W2462445159","https://openalex.org/W2553906916","https://openalex.org/W2561664829","https://openalex.org/W2577008892","https://openalex.org/W2578075433","https://openalex.org/W2605485351","https://openalex.org/W2611242648","https://openalex.org/W2765193917","https://openalex.org/W2765577485","https://openalex.org/W2766018200","https://openalex.org/W2798619013","https://openalex.org/W2807760453","https://openalex.org/W2809393522","https://openalex.org/W2889660040","https://openalex.org/W2890941864","https://openalex.org/W3124737430","https://openalex.org/W4297685388"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
