{"id":"https://openalex.org/W4416729818","doi":"https://doi.org/10.1002/cae.70112","title":"Research on the Optimization of an Intelligent Teaching Model for Linux Courses Based on Constructivism and Game Theory","display_name":"Research on the Optimization of an Intelligent Teaching Model for Linux Courses Based on Constructivism and Game Theory","publication_year":2025,"publication_date":"2025-11-01","ids":{"openalex":"https://openalex.org/W4416729818","doi":"https://doi.org/10.1002/cae.70112"},"language":"en","primary_location":{"id":"doi:10.1002/cae.70112","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cae.70112","pdf_url":null,"source":{"id":"https://openalex.org/S159433931","display_name":"Computer Applications in Engineering Education","issn_l":"1061-3773","issn":["1061-3773","1099-0542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Applications in Engineering Education","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/A5021207811","display_name":"Huaibao Ding","orcid":"https://orcid.org/0009-0005-0560-1918"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huaibao Ding","raw_affiliation_strings":["School of Computer Engineering Anhui Wenda University of Information Engineering Hefei China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering Anhui Wenda University of Information Engineering Hefei China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021207811"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":{"value":3760,"currency":"USD","value_usd":3760},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20491175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.11749999970197678,"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"}},"topics":[{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.11749999970197678,"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/T10533","display_name":"Teaching and Learning Programming","score":0.0544000007212162,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.04470000043511391,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5641999840736389},{"id":"https://openalex.org/keywords/concurrency","display_name":"Concurrency","score":0.5612000226974487},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4887999892234802},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.3797000050544739},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.3659999966621399},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.34529998898506165},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.3449999988079071},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.3271999955177307},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.326200008392334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8452000021934509},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5641999840736389},{"id":"https://openalex.org/C193702766","wikidata":"https://www.wikidata.org/wiki/Q1414548","display_name":"Concurrency","level":2,"score":0.5612000226974487},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4887999892234802},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3659999966621399},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.3449999988079071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33640000224113464},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3255000114440918},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.31779998540878296},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C133281099","wikidata":"https://www.wikidata.org/wiki/Q1783023","display_name":"Constructivism (international relations)","level":4,"score":0.2833999991416931},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2824999988079071},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.28209999203681946},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2800000011920929},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/cae.70112","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cae.70112","pdf_url":null,"source":{"id":"https://openalex.org/S159433931","display_name":"Computer Applications in Engineering Education","issn_l":"1061-3773","issn":["1061-3773","1099-0542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Applications in Engineering Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W3123000209","https://openalex.org/W3197052291","https://openalex.org/W3210311955","https://openalex.org/W4200226976","https://openalex.org/W4200509231","https://openalex.org/W4392106896","https://openalex.org/W4396792979","https://openalex.org/W4399913324","https://openalex.org/W4401827044","https://openalex.org/W4402547469","https://openalex.org/W4404050232","https://openalex.org/W4408694118","https://openalex.org/W4409450023","https://openalex.org/W4409865121","https://openalex.org/W4409884645","https://openalex.org/W4410921703","https://openalex.org/W4411499556","https://openalex.org/W4411778249","https://openalex.org/W4411849143"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Currently,":[1],"there":[2],"is":[3],"a":[4,18,32,43,72,86,100,114,141,154],"mismatch":[5],"between":[6],"traditional":[7],"Linux":[8,120],"teaching":[9,22],"and":[10,27,30,60,76,90,137,156],"dynamic":[11],"learning":[12],"needs.":[13],"Therefore,":[14],"this":[15],"study":[16],"proposes":[17],"dual":[19,101],"drive":[20],"intelligent":[21,161],"model":[23,152],"based":[24],"on":[25],"constructivism":[26],"game":[28,74],"theory,":[29],"constructs":[31],"collaborative":[33],"optimization":[34,103],"framework":[35],"of":[36,65,117,145],"\u201ctask":[37],"chain\u2010resource":[38],"game\u2010container":[39],"scheduling\u201d.":[40],"Firstly,":[41],"design":[42],"cognitive":[44],"transition":[45],"task":[46,67,142],"chain":[47],"represented":[48],"by":[49,135],"weighted":[50],"directed":[51],"graphs,":[52],"dynamically":[53],"adjust":[54],"node":[55],"weights":[56],"through":[57,99],"reinforcement":[58],"learning,":[59],"reduce":[61,95],"the":[62,110,119,138],"standard":[63],"deviation":[64],"high\u2010order":[66],"completion":[68,143],"time;":[69],"Secondly,":[70],"establish":[71],"tripartite":[73],"engine":[75],"use":[77],"multiagent":[78],"Q\u2010learning":[79],"to":[80,94],"solve":[81],"Nash":[82],"equilibrium;":[83],"Finally,":[84],"develop":[85],"lightweight":[87],"Docker":[88],"cluster":[89],"voice":[91],"interaction":[92],"system":[93,139],"container":[96],"response":[97],"latency":[98],"objective":[102],"algorithm.":[104],"Empirical":[105],"research":[106],"has":[107],"shown":[108],"that":[109],"experimental":[111],"group":[112],"achieved":[113],"score":[115],"range":[116],"90+in":[118],"certification":[121],"exam,":[122],"accounting":[123],"for":[124,159],"36%.":[125],"The":[126],"code":[127],"quality":[128],"Abstract":[129],"Syntax":[130],"Tree":[131],"(AST)":[132],"similarity":[133],"increased":[134],"19.2%,":[136],"maintained":[140],"rate":[144],"92.7%":[146],"in":[147],"high":[148],"concurrency":[149],"scenarios.":[150],"This":[151],"provides":[153],"replicable":[155],"scalable":[157],"paradigm":[158],"current":[160],"teaching.":[162]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-18T00:00:00"}
