{"id":"https://openalex.org/W4400335993","doi":"https://doi.org/10.1007/s10758-024-09758-x","title":"ProBee: A Provenance-based Design for an Educational Game Analytics Model","display_name":"ProBee: A Provenance-based Design for an Educational Game Analytics Model","publication_year":2024,"publication_date":"2024-07-04","ids":{"openalex":"https://openalex.org/W4400335993","doi":"https://doi.org/10.1007/s10758-024-09758-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10758-024-09758-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10758-024-09758-x","pdf_url":null,"source":{"id":"https://openalex.org/S2764582272","display_name":"Technology Knowledge and Learning","issn_l":"2211-1662","issn":["2211-1662","2211-1670"],"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":"Technology, Knowledge and Learning","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/A5008664381","display_name":"Fl\u00e1vio D. Marques","orcid":"https://orcid.org/0000-0003-1451-3424"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio Marques","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027818407","display_name":"Leonardo Lignani","orcid":"https://orcid.org/0000-0001-9145-2392"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leonardo Lignani","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061369498","display_name":"Jo\u00e3o Quadros","orcid":"https://orcid.org/0000-0002-6717-7527"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Quadros","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108032076","display_name":"Myrna Amorim","orcid":"https://orcid.org/0009-0005-3254-8024"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Myrna Amorim","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040702221","display_name":"Windson Viana","orcid":"https://orcid.org/0000-0002-8627-0823"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Windson Viana","raw_affiliation_strings":["Federal University of Cear\u00e1, Cear\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Cear\u00e1, Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027399495","display_name":"Eduardo Ogasawara","orcid":"https://orcid.org/0000-0002-0466-0626"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduardo Ogasawara","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052608522","display_name":"Joel dos Santos","orcid":"https://orcid.org/0000-0001-7234-613X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Joel dos Santos","raw_affiliation_strings":["Cefet/RJ, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7234-613X","affiliations":[{"raw_affiliation_string":"Cefet/RJ, Rio de Janeiro, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052608522"],"corresponding_institution_ids":[],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.5838,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89433962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":"1","first_page":"461","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10731","display_name":"Educational Games and Gamification","score":0.9682999849319458,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6372730731964111},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6225751638412476},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.60971999168396},{"id":"https://openalex.org/keywords/educational-game","display_name":"Educational game","score":0.584547758102417},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5579191446304321},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.5310578346252441},{"id":"https://openalex.org/keywords/game-mechanics","display_name":"Game mechanics","score":0.5042821168899536},{"id":"https://openalex.org/keywords/game-developer","display_name":"Game Developer","score":0.4869178533554077},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.41572466492652893},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4060748815536499},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.387907475233078},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3418264389038086},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.280185341835022},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1626153290271759},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15494903922080994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6372730731964111},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6225751638412476},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.60971999168396},{"id":"https://openalex.org/C2984404570","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Educational game","level":2,"score":0.584547758102417},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5579191446304321},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.5310578346252441},{"id":"https://openalex.org/C170828538","wikidata":"https://www.wikidata.org/wiki/Q1751513","display_name":"Game mechanics","level":2,"score":0.5042821168899536},{"id":"https://openalex.org/C41826821","wikidata":"https://www.wikidata.org/wiki/Q844005","display_name":"Game Developer","level":3,"score":0.4869178533554077},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.41572466492652893},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4060748815536499},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.387907475233078},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3418264389038086},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.280185341835022},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1626153290271759},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15494903922080994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10758-024-09758-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10758-024-09758-x","pdf_url":null,"source":{"id":"https://openalex.org/S2764582272","display_name":"Technology Knowledge and Learning","issn_l":"2211-1662","issn":["2211-1662","2211-1670"],"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":"Technology, Knowledge and Learning","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W50750866","https://openalex.org/W639589423","https://openalex.org/W1815965431","https://openalex.org/W1918775999","https://openalex.org/W1973451694","https://openalex.org/W1983704199","https://openalex.org/W1985877657","https://openalex.org/W2042420907","https://openalex.org/W2071949631","https://openalex.org/W2073431256","https://openalex.org/W2083922862","https://openalex.org/W2099460238","https://openalex.org/W2140190241","https://openalex.org/W2196633743","https://openalex.org/W2340058093","https://openalex.org/W2525846909","https://openalex.org/W2530609423","https://openalex.org/W2547292534","https://openalex.org/W2750262428","https://openalex.org/W2763357565","https://openalex.org/W2769454280","https://openalex.org/W2785258320","https://openalex.org/W2887912315","https://openalex.org/W2912957145","https://openalex.org/W2954287229","https://openalex.org/W3086778309","https://openalex.org/W3088614337","https://openalex.org/W3123872872","https://openalex.org/W3129282375","https://openalex.org/W3134087267","https://openalex.org/W3146130855","https://openalex.org/W4200604263","https://openalex.org/W4213227234","https://openalex.org/W4221005270","https://openalex.org/W4282008324","https://openalex.org/W4289443447","https://openalex.org/W4294310905","https://openalex.org/W6651868585"],"related_works":["https://openalex.org/W4207081595","https://openalex.org/W3158871916","https://openalex.org/W4231050501","https://openalex.org/W2061625644","https://openalex.org/W2488706709","https://openalex.org/W4294947912","https://openalex.org/W2533512318","https://openalex.org/W1583852935","https://openalex.org/W2130088927","https://openalex.org/W2996376398"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}