{"id":"https://openalex.org/W2065316809","doi":"https://doi.org/10.1145/2536536.2536574","title":"Real-time learning analytics in educational games","display_name":"Real-time learning analytics in educational games","publication_year":2013,"publication_date":"2013-11-14","ids":{"openalex":"https://openalex.org/W2065316809","doi":"https://doi.org/10.1145/2536536.2536574","mag":"2065316809"},"language":"en","primary_location":{"id":"doi:10.1145/2536536.2536574","doi":"https://doi.org/10.1145/2536536.2536574","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2536536.2536574","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5052817339","display_name":"Miroslav Minovi\u0107","orcid":"https://orcid.org/0000-0002-4270-7595","observed_orcids":["https://orcid.org/0000-0002-4270-7595"]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miroslav Minovi\u0107","raw_affiliation_strings":["University of Belgrade, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101876510","display_name":"Milo\u0161 Milovanovi\u0107","orcid":"https://orcid.org/0000-0002-2909-451X","observed_orcids":["https://orcid.org/0000-0002-2909-451X","https://orcid.org/0000-0001-9273-2628"]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Milovanovi\u0107","raw_affiliation_strings":["University of Belgrade, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4068193"],"apc_list":null,"apc_paid":null,"fwci":1.0617,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.74587156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8550000190734863,"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/T11122","display_name":"Online Learning and Analytics","score":0.8550000190734863,"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/T10731","display_name":"Educational Games and Gamification","score":0.14030000567436218,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0032999999821186066,"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/learning-analytics","display_name":"learning analytics","score":0.953000009059906},{"id":"https://openalex.org/keywords/educational-games","display_name":"game-based learning","score":0.9879999756813049},{"id":"https://openalex.org/keywords/real-time-analytics","display_name":"real-time analytics","score":0.7670000195503235},{"id":"https://openalex.org/keywords/visualization-tools","display_name":"visualization tools","score":0.5820000171661377},{"id":"https://openalex.org/keywords/student-learning-models","display_name":"student learning models","score":0.7670000195503235}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7752914428710938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7597906589508057},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6078161597251892},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5916946530342102},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5882168412208557},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5817296504974365},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5595676302909851},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48312637209892273},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.45792871713638306},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.45539847016334534},{"id":"https://openalex.org/C2982948194","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Game based learning","level":2,"score":0.4364081025123596},{"id":"https://openalex.org/C170828538","wikidata":"https://www.wikidata.org/wiki/Q1751513","display_name":"Game mechanics","level":2,"score":0.4247328042984009},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.42039626836776733},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.40460556745529175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26034706830978394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2392992079257965},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10911670327186584},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2536536.2536574","doi":"https://doi.org/10.1145/2536536.2536574","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2536536.2536574","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality","raw_type":"proceedings-article"},{"id":"pmh:oai:rfos.fon.bg.ac.rs:123456789/1052","doi":null,"is_oa":false,"landing_page_url":"https://rfos.fon.bg.ac.rs/handle/123456789/1052","pdf_url":null,"source":{"id":"https://openalex.org/S7407064152","display_name":"Repository of the University of Belgrade Faculty of Organizational Sciences (RFOS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4400008924","host_organization_name":"University of Belgrade \u2013 Faculty of Organizational Sciences","host_organization_lineage":["https://openalex.org/I4400008924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"First International Conference on Technological Ecosystem for Enhancing Multiculturality (Teem'13)","raw_type":"conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W219788896","https://openalex.org/W1967893223","https://openalex.org/W2022702008","https://openalex.org/W2027711578","https://openalex.org/W2042420907","https://openalex.org/W2052982840","https://openalex.org/W2063936762","https://openalex.org/W2074197417","https://openalex.org/W2077302724","https://openalex.org/W2078482049","https://openalex.org/W2080692779","https://openalex.org/W2086235321","https://openalex.org/W2092170583","https://openalex.org/W2099418456","https://openalex.org/W2116817443","https://openalex.org/W2128525882","https://openalex.org/W2130555532","https://openalex.org/W2139818542","https://openalex.org/W2164378405","https://openalex.org/W2400421569","https://openalex.org/W2407102547","https://openalex.org/W2460741090","https://openalex.org/W2484076387","https://openalex.org/W2573894086","https://openalex.org/W2908148528","https://openalex.org/W4230196886","https://openalex.org/W4232518071","https://openalex.org/W4249467289","https://openalex.org/W4285719527","https://openalex.org/W4292148983"],"related_works":["https://openalex.org/W2083922862","https://openalex.org/W2947305647","https://openalex.org/W2073431256","https://openalex.org/W4254700668","https://openalex.org/W4400335993","https://openalex.org/W3107567198","https://openalex.org/W2247293333","https://openalex.org/W2804633480","https://openalex.org/W2121740780","https://openalex.org/W7147251282"],"abstract_inverted_index":{"Learning":[0],"analytics":[1],"is":[2,37,86],"a":[3,43,48,64],"research":[4],"area":[5],"that":[6,53],"targets":[7],"the":[8,57,89,104,126],"problem":[9],"of":[10,19,40,67,108,116],"tracking":[11,115],"and":[12,35,119,124],"evaluating":[13],"students":[14,75,92,101,117],"learning":[15,36,45,76,93,118,128],"progress.":[16,106],"In":[17],"case":[18],"educational":[20],"games,":[21],"traditional":[22],"analytic":[23],"tools":[24],"can":[25,97],"prove":[26],"insufficient.":[27],"Electronic":[28],"games":[29],"are":[30],"dynamic,":[31],"packed":[32],"with":[33,113],"action":[34],"integral":[38],"part":[39],"gameplay.":[41],"Such":[42],"specific":[44,49,68],"environment":[46],"requires":[47],"real-time":[50,114],"analytical":[51],"tool":[52,70,85,96,110],"will":[54],"adequately":[55],"match":[56],"dynamic":[58],"game":[59,105],"environment.":[60],"This":[61],"paper":[62],"presents":[63],"new":[65],"form":[66],"visualization":[69],"for":[71],"educators":[72,112],"to":[73,102,122],"track":[74,103],"progress":[77],"in":[78,81],"real-time,":[79],"while":[80],"gameplay":[82],"session.":[83],"The":[84],"based":[87],"on":[88],"specially":[90],"designed":[91],"model.":[94],"Same":[95],"be":[98],"used":[99],"by":[100],"Use":[107],"this":[109],"provides":[111],"enables":[120],"them":[121],"react":[123],"influence":[125],"overall":[127],"process.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}