{"id":"https://openalex.org/W4410987770","doi":"https://doi.org/10.1109/educon62633.2025.11016415","title":"A Framework for Evaluating AI Powered Learning Platforms in K-12 and University CS Education","display_name":"A Framework for Evaluating AI Powered Learning Platforms in K-12 and University CS Education","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410987770","doi":"https://doi.org/10.1109/educon62633.2025.11016415"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 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/A5117813311","display_name":"Felix Grelka","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Grelka","raw_affiliation_strings":["Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117813312","display_name":"Theresa Kruse-Kurbach","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Theresa Kruse-Kurbach","raw_affiliation_strings":["Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005173459","display_name":"Marc Berges","orcid":"https://orcid.org/0000-0002-9982-547X"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc Berges","raw_affiliation_strings":["Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universität Erlangen-Nürnberg,Professorship for Computer Science Education,Erlangen,Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117813311"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13561736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9277999997138977,"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":0.9277999997138977,"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/computer-science","display_name":"Computer science","score":0.6100218296051025},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3829091191291809},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3781459927558899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3543754816055298},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3467235863208771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2532758116722107},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10035896301269531}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100218296051025},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3829091191291809},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3781459927558899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3543754816055298},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3467235863208771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2532758116722107},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10035896301269531}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon62633.2025.11016415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W245079858","https://openalex.org/W658364143","https://openalex.org/W1184128069","https://openalex.org/W1587251649","https://openalex.org/W2157289187","https://openalex.org/W2263270445","https://openalex.org/W2502738431","https://openalex.org/W2520125062","https://openalex.org/W2739192236","https://openalex.org/W2945091096","https://openalex.org/W3095521724","https://openalex.org/W3119719896","https://openalex.org/W3131622053","https://openalex.org/W3132534209","https://openalex.org/W3154789756","https://openalex.org/W3156588284","https://openalex.org/W3165860937","https://openalex.org/W3204009139","https://openalex.org/W4239367532","https://openalex.org/W4243354616","https://openalex.org/W4283271311","https://openalex.org/W4360976735","https://openalex.org/W4385303098","https://openalex.org/W4386417345","https://openalex.org/W4391334978","https://openalex.org/W4392032762","https://openalex.org/W4395957952","https://openalex.org/W6679466418","https://openalex.org/W6963015477"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Integrating":[0],"artificial":[1],"intelligence":[2],"(AI)":[3],"in":[4,43,84,156],"education":[5],"holds":[6],"great":[7],"potential":[8],"for":[9,38,117,133],"enhancing":[10],"learning":[11,18,41,79,96,111,121],"experiences.":[12],"However,":[13],"the":[14,21,90,101,110,115],"proliferation":[15],"of":[16,23,74],"AI":[17,75,87,120,136,155],"platforms":[19,42,122],"complicates":[20],"assessment":[22],"their":[24,139],"effectiveness,":[25],"especially":[26],"across":[27],"diverse":[28],"learner":[29,58],"groups.":[30],"This":[31],"paper":[32],"presents":[33],"a":[34,71,130],"comprehensive":[35],"evaluation":[36],"framework":[37,51,91,102,128],"assessing":[39],"AI-powered":[40],"K12":[44],"and":[45,62,107,148],"university":[46],"computer":[47],"science":[48],"education.":[49,157],"The":[50,127],"considers":[52],"factors":[53],"such":[54],"as":[55],"pedagogical":[56],"alignment,":[57],"engagement,":[59],"cognitive":[60],"load,":[61],"accessibility.":[63],"Tailored":[64],"surveys":[65],"combine":[66],"standardized":[67],"scales":[68],"to":[69,92],"provide":[70],"holistic":[72],"understanding":[73],"platforms'":[76],"impact":[77],"on":[78,109],"outcomes.":[80],"A":[81],"case":[82],"study":[83],"an":[85,94],"introductory":[86],"course":[88],"utilized":[89],"evaluate":[93],"adaptive":[95],"assistant.":[97],"Results":[98],"indicated":[99],"that":[100,123],"effectively":[103],"identified":[104],"usage":[105],"patterns":[106],"impacts":[108],"processes.":[112],"Findings":[113],"emphasize":[114],"need":[116],"carefully":[118],"designed":[119],"support":[124],"educational":[125],"goals.":[126],"is":[129],"valuable":[131],"tool":[132],"educators":[134],"integrating":[135],"technologies":[137],"into":[138],"teaching.":[140],"Future":[141],"developments":[142],"will":[143],"include":[144],"advanced":[145],"analytical":[146],"methods":[147],"automated":[149],"surveys,":[150],"enabling":[151],"informed":[152],"decisions":[153],"about":[154]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}