{"id":"https://openalex.org/W4308207732","doi":"https://doi.org/10.1007/978-3-031-18409-3_22","title":"Gamifying the\u00a0Classroom for\u00a0the\u00a0Acquisition of\u00a0Skills Associated with\u00a0Machine Learning: A Two-Year Case Study","display_name":"Gamifying the\u00a0Classroom for\u00a0the\u00a0Acquisition of\u00a0Skills Associated with\u00a0Machine Learning: A Two-Year Case Study","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308207732","doi":"https://doi.org/10.1007/978-3-031-18409-3_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-18409-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18409-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5011933761","display_name":"Antonio M. Dur\u00e1n-Rosal","orcid":"https://orcid.org/0000-0003-4587-357X"},"institutions":[{"id":"https://openalex.org/I243381257","display_name":"Universidad Loyola Andaluc\u00eda","ror":"https://ror.org/0075gfd51","country_code":"ES","type":"education","lineage":["https://openalex.org/I243381257"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio M. Dur\u00e1n-Rosal","raw_affiliation_strings":["Department of Quantitative Methods, Universidad Loyola Andaluc\u00eda, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Quantitative Methods, Universidad Loyola Andaluc\u00eda, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I243381257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039083315","display_name":"David Guijo-Rubio","orcid":"https://orcid.org/0000-0002-8035-4057"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Guijo-Rubio","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102762557","display_name":"V\u00edctor Manuel Vargas","orcid":"https://orcid.org/0000-0002-0700-275X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V\u00edctor M. Vargas","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022605799","display_name":"Antonio M. G\u00f3mez-Orellana","orcid":"https://orcid.org/0000-0002-1929-2408"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio M. G\u00f3mez-Orellana","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063964437","display_name":"Pedro Antonio Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2657-776X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro A. Guti\u00e9rrez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050268688","display_name":"Juan Carlos Fern\u00e1ndez Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8849-6036"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan C. Fern\u00e1ndez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011933761"],"corresponding_institution_ids":["https://openalex.org/I243381257"],"apc_list":null,"apc_paid":null,"fwci":2.7436,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91015542,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9617000222206116,"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":0.9366000294685364,"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/task","display_name":"Task (project management)","score":0.6684958934783936},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.663099467754364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.608601987361908},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5462819933891296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4534471333026886},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4141075313091278},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3886021673679352},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3549593687057495},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18847987055778503},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1708718240261078},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11403992772102356}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6684958934783936},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.663099467754364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608601987361908},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5462819933891296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4534471333026886},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4141075313091278},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3886021673679352},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3549593687057495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18847987055778503},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1708718240261078},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11403992772102356},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-18409-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18409-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2023718959","https://openalex.org/W2133990480","https://openalex.org/W2278293083","https://openalex.org/W2468625138","https://openalex.org/W2562168700","https://openalex.org/W2729670681","https://openalex.org/W2766595672","https://openalex.org/W2804936679","https://openalex.org/W2940731426","https://openalex.org/W2962766757","https://openalex.org/W2968628489","https://openalex.org/W2991693084","https://openalex.org/W3008709607","https://openalex.org/W3037681654","https://openalex.org/W3135324454","https://openalex.org/W3208674021","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2548721895","https://openalex.org/W2373456246","https://openalex.org/W2413419736","https://openalex.org/W2982120024","https://openalex.org/W2331739042","https://openalex.org/W2093215262","https://openalex.org/W2786646446","https://openalex.org/W4238809000","https://openalex.org/W2390930322","https://openalex.org/W1894304482"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-11-09T00:00:00"}