{"id":"https://openalex.org/W2947305647","doi":"https://doi.org/10.1109/educon.2019.8725089","title":"Game Learning Analytics for Educators","display_name":"Game Learning Analytics for Educators","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2947305647","doi":"https://doi.org/10.1109/educon.2019.8725089","mag":"2947305647"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2019.8725089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725089","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/A5039263318","display_name":"Antonio Calvo Morata","orcid":null},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Calvo Morata","raw_affiliation_strings":["Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005438382","display_name":"Cristina Alonso\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-2965-3104"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristina Alonso Fernandez","raw_affiliation_strings":["Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016431410","display_name":"Manuel Freire","orcid":"https://orcid.org/0000-0003-4596-3823"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Freire","raw_affiliation_strings":["Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011286429","display_name":"Iv\u00e1n Mart\u00ednez\u2010Ortiz","orcid":"https://orcid.org/0000-0001-6595-5690"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ivan Martinez-Ortiz","raw_affiliation_strings":["Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011132889","display_name":"Baltasar Fern\u00e1ndez\u2010Manj\u00f3n","orcid":"https://orcid.org/0000-0002-8200-6216"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Baltasar Fernandez-Manjon","raw_affiliation_strings":["Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Facultad de Informatica, Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039263318"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":null,"apc_paid":null,"fwci":0.6089,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7044386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1436","last_page":"1442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9998000264167786,"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":0.9998000264167786,"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/T11122","display_name":"Online Learning and Analytics","score":0.9933000206947327,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9333000183105469,"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/leverage","display_name":"Leverage (statistics)","score":0.7641318440437317},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7533804178237915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305294871330261},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6486452221870422},{"id":"https://openalex.org/keywords/game-mechanics","display_name":"Game mechanics","score":0.5797113180160522},{"id":"https://openalex.org/keywords/educational-game","display_name":"Educational game","score":0.4885776937007904},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.4683586657047272},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4579126238822937},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.43029719591140747},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4253884255886078},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36476588249206543},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32259243726730347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21334433555603027}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7641318440437317},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7533804178237915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305294871330261},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6486452221870422},{"id":"https://openalex.org/C170828538","wikidata":"https://www.wikidata.org/wiki/Q1751513","display_name":"Game mechanics","level":2,"score":0.5797113180160522},{"id":"https://openalex.org/C2984404570","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Educational game","level":2,"score":0.4885776937007904},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.4683586657047272},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4579126238822937},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43029719591140747},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4253884255886078},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36476588249206543},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32259243726730347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21334433555603027},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2019.8725089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2019.8725089","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1582362502","https://openalex.org/W2020199624","https://openalex.org/W2023126559","https://openalex.org/W2105146137","https://openalex.org/W2122635091","https://openalex.org/W2122937758","https://openalex.org/W2165136898","https://openalex.org/W2188960590","https://openalex.org/W2462568845","https://openalex.org/W2482879903","https://openalex.org/W2525846909","https://openalex.org/W2528706208","https://openalex.org/W2592418377","https://openalex.org/W2612733383","https://openalex.org/W2613292706","https://openalex.org/W2848953466","https://openalex.org/W2884097284","https://openalex.org/W2899747030","https://openalex.org/W6753597109","https://openalex.org/W6829494633"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W3176756999","https://openalex.org/W3112950967"],"abstract_inverted_index":{"Serious":[0],"games":[1,14,32,57,97,112],"have":[2],"proven":[3],"several":[4],"advantages":[5],"when":[6],"used":[7],"in":[8,20,62,92,98,122,151,169],"education":[9],"improving":[10],"students":[11],"learning.":[12],"However,":[13],"are":[15],"still":[16,28],"complex":[17],"to":[18,37,48,60,89,105,165],"deploy":[19],"the":[21,50,54,68,74,87,93,99,127,138],"class":[22],"for":[23,159,178],"average":[24],"teachers.":[25,179],"Many":[26],"teachers":[27,61,91],"do":[29],"not":[30],"see":[31],"as":[33],"a":[34,63,123],"powerful":[35],"tool":[36],"improve":[38],"their":[39,167,175],"teaching":[40],"work.":[41],"To":[42],"this":[43],"end,":[44],"it":[45,121,161],"is":[46,84],"essential":[47],"humanize":[49],"game":[51,75,128,148],"technology":[52],"making":[53,174],"use":[55,168,176],"of":[56,73,86,95,144],"more":[58],"transparent":[59,124],"way":[64,125],"that":[65,80,116],"they":[66],"get":[67],"benefits":[69],"and":[70,113,154,156],"avoid":[71],"most":[72],"deployment":[76],"complexity.":[77],"We":[78],"consider":[79],"Game":[81,101],"Learning":[82,102],"Analytics":[83,103],"one":[85],"keys":[88],"help":[90],"application":[94],"serious":[96],"classrooms.":[100],"allows":[104],"capture":[106],"data":[107,136],"from":[108],"students'":[109],"interactions":[110],"with":[111],"derive":[114],"information":[115],"simplify":[117],"teachers'":[118],"tasks.":[119],"Doing":[120],"within":[126],"environment":[129],"(i.e.":[130],"stealth":[131,157],"assessment)":[132],"can":[133],"provide":[134],"evidence-based":[135],"about":[137],"learners'":[139],"knowledge":[140],"at":[141,172],"each":[142],"point":[143],"time.":[145],"Combining":[146],"both":[147],"learning":[149],"analytics":[150],"near":[152],"real-time":[153,173],"offline,":[155],"assessment":[158],"games,":[160],"could":[162],"be":[163],"possible":[164],"leverage":[166],"classroom":[170],"settings":[171],"easier":[177]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}