{"id":"https://openalex.org/W7147224735","doi":"https://doi.org/10.48550/arxiv.2603.26915","title":"Unlocking Open-Player-Modeling-enhanced Game-Based Learning: The Open Player Socially Analytical Intelligence Architecture","display_name":"Unlocking Open-Player-Modeling-enhanced Game-Based Learning: The Open Player Socially Analytical Intelligence Architecture","publication_year":2026,"publication_date":"2026-03-27","ids":{"openalex":"https://openalex.org/W7147224735","doi":"https://doi.org/10.48550/arxiv.2603.26915"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.26915","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.26915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.26915","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001780912","display_name":"Zhiyu Lin","orcid":"https://orcid.org/0000-0002-7614-7709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Zhiyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005400107","display_name":"Boyd Fox","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fox, Boyd","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109622590","display_name":"Devon McKee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mckee, Devon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072279667","display_name":"Sai Siddartha Maram","orcid":"https://orcid.org/0000-0002-0415-3341"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maram, Sai Siddartha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018542338","display_name":"Jiahong Li","orcid":"https://orcid.org/0000-0002-6897-8537"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Jiahong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052590511","display_name":"Tyler Sorensen","orcid":"https://orcid.org/0000-0003-1646-7935"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sorensen, Tyler","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132674647","display_name":"Brian K. Smith","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smith, Brian K.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019212451","display_name":"Roger Azevedo","orcid":"https://orcid.org/0000-0002-5018-6232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Azevedo, Roger","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132614645","display_name":"Jichen Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Jichen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5087676774","display_name":"Magy Seif El\u2010Nasr","orcid":"https://orcid.org/0000-0002-7808-1686"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"El-Nasr, Magy Seif","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.6638000011444092,"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":0.6638000011444092,"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":0.09350000321865082,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.020600000396370888,"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/analytics","display_name":"Analytics","score":0.5576000213623047},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5218999981880188},{"id":"https://openalex.org/keywords/conceptual-architecture","display_name":"Conceptual architecture","score":0.49779999256134033},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.4681999981403351},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.4465000033378601},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42809998989105225},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4142000079154968},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.3763999938964844},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.35179999470710754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498000264167786},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5576000213623047},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5218999981880188},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5146999955177307},{"id":"https://openalex.org/C162763945","wikidata":"https://www.wikidata.org/wiki/Q4825467","display_name":"Conceptual architecture","level":3,"score":0.49779999256134033},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4681999981403351},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43459999561309814},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4291999936103821},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42809998989105225},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4142000079154968},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3896999955177307},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.3763999938964844},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.3199999928474426},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C67936045","wikidata":"https://www.wikidata.org/wiki/Q681263","display_name":"Open standard","level":3,"score":0.3109000027179718},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C108383078","wikidata":"https://www.wikidata.org/wiki/Q7096399","display_name":"Open platform","level":3,"score":0.29649999737739563},{"id":"https://openalex.org/C5563205","wikidata":"https://www.wikidata.org/wiki/Q686043","display_name":"Card sorting","level":3,"score":0.2953000068664551},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.265500009059906},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.26915","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.26915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.26915","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.26915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5665486454963684}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Game-Based":[0],"Learning":[1],"(GBL)":[2],"is":[3],"a":[4,42,79,93,109,155,173],"learner-engaging":[5],"pedagogical":[6],"methodology,":[7],"yet":[8],"adapting":[9],"games":[10],"to":[11,23,72],"heterogeneous":[12],"learners":[13,148],"requires":[14],"transparent,":[15],"real-time":[16],"Open":[17,26],"Player":[18,27],"Models":[19],"(OPMs).":[20],"We":[21,150],"contribute":[22],"the":[24,52,62,84,132,137,159],"community":[25],"Socially":[28],"Analytical":[29],"Intelligence":[30],"(OPSAI),":[31],"an":[32],"architecture":[33],"implementing":[34],"OPM":[35],"beyond":[36],"conceptual":[37],"frameworks":[38],"and":[39,49,55,87,105,108,142,147,169],"validated":[40],"in":[41],"GBL":[43,85,161],"application.":[44],"It":[45],"decouples":[46],"gameplay":[47,117],"telemetry":[48],"analysis":[50],"from":[51],"game":[53,133],"engine":[54],"automatically":[56],"derives":[57],"pedagogically":[58],"actionable":[59],"insights,":[60],"supporting":[61],"transparency":[63],"of":[64],"computational":[65],"player":[66],"models":[67],"while":[68],"making":[69],"them":[70],"accessible":[71],"players.":[73],"OPSAI":[74,135,153],"comprises":[75],"three":[76],"logical":[77],"layers:":[78],"Frontend":[80],"that":[81,96,113],"both":[82],"provides":[83],"experience":[86],"collects":[88],"information":[89],"needed":[90],"for":[91,123,176],"analytics;":[92],"stateless":[94],"Backend":[95],"hosts":[97],"transparent":[98],"analytics":[99,128],"services":[100],"producing":[101],"reflective":[102],"prompts,":[103],"recommendations,":[104],"visualization":[106],"guides;":[107],"two-tier":[110],"Log":[111],"Storage":[112],"balances":[114],"heavy":[115],"raw":[116],"data":[118],"with":[119,154],"lightweight":[120],"reference":[121],"indices":[122],"low-latency":[124],"queries.":[125],"By":[126],"feeding":[127],"outputs":[129],"back":[130],"into":[131],"interface,":[134],"closes":[136],"feedback":[138],"loop":[139],"between":[140],"play":[141,165],"learning,":[143],"empowering":[144],"teachers,":[145],"researchers,":[146],"alike.":[149],"further":[151],"showcase":[152],"full":[156],"deployment":[157],"on":[158],"Parallel":[160],"environment,":[162],"featuring":[163],"live":[164],"traces,":[166],"peer":[167],"comparisons,":[168],"personalized":[170],"suggestions,":[171],"demonstrating":[172],"reusable":[174],"blueprint":[175],"future":[177],"educational":[178],"games.":[179]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-02T00:00:00"}
