{"id":"https://openalex.org/W4391266278","doi":"https://doi.org/10.1109/tale56641.2023.10398370","title":"Exploring the Performance of Generative AI Tools in Electrical Engineering Education","display_name":"Exploring the Performance of Generative AI Tools in Electrical Engineering Education","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391266278","doi":"https://doi.org/10.1109/tale56641.2023.10398370"},"language":"en","primary_location":{"id":"doi:10.1109/tale56641.2023.10398370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale56641.2023.10398370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)","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/A5103235330","display_name":"Zhaofeng Zhong","orcid":"https://orcid.org/0000-0003-3493-6985"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zhaofeng Zhong","raw_affiliation_strings":["University of Queensland,School of Electrical Engineering and Computer Science,Brisbane,Australia","School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"University of Queensland,School of Electrical Engineering and Computer Science,Brisbane,Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011449810","display_name":"Chamith Wijenayake","orcid":"https://orcid.org/0000-0002-2070-1010"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chamith Wijenayake","raw_affiliation_strings":["University of Queensland,School of Electrical Engineering and Computer Science,Brisbane,Australia","School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"University of Queensland,School of Electrical Engineering and Computer Science,Brisbane,Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002715266","display_name":"Chamira U. S. Edussooriya","orcid":"https://orcid.org/0000-0001-6715-6198"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Chamira U. S. Edussooriya","raw_affiliation_strings":["University of Moratuwa,Department of Electronic and Telecommunication Engineering,Moratuwa,Sri Lanka","Department of Electronic and Telecommunication Engineering, University of Moratuwa, Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"University of Moratuwa,Department of Electronic and Telecommunication Engineering,Moratuwa,Sri Lanka","institution_ids":["https://openalex.org/I195740183"]},{"raw_affiliation_string":"Department of Electronic and Telecommunication Engineering, University of Moratuwa, Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103235330"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":1.2205,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84090265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8981000185012817,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8981000185012817,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.8963000178337097,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.8389999866485596,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/generative-grammar","display_name":"Generative grammar","score":0.8741816282272339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6404445767402649},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6185559034347534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5437284111976624},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.5006504058837891},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.472512811422348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2271278202533722}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8741816282272339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6404445767402649},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6185559034347534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5437284111976624},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.5006504058837891},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.472512811422348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2271278202533722},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale56641.2023.10398370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale56641.2023.10398370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3185181255","https://openalex.org/W4297325261","https://openalex.org/W4318257512","https://openalex.org/W4322617812","https://openalex.org/W4324046518","https://openalex.org/W4360620450","https://openalex.org/W4360980141","https://openalex.org/W4362722657","https://openalex.org/W4365601249","https://openalex.org/W4377227441","https://openalex.org/W4378771137","https://openalex.org/W4379136378","https://openalex.org/W4380291159","https://openalex.org/W4382652828","https://openalex.org/W4383617070","https://openalex.org/W4386724197","https://openalex.org/W4388490623","https://openalex.org/W6851313210","https://openalex.org/W6851398070","https://openalex.org/W6852782939"],"related_works":["https://openalex.org/W4301024388","https://openalex.org/W4391334978","https://openalex.org/W775311126","https://openalex.org/W1517876498","https://openalex.org/W4300030714","https://openalex.org/W2489288131","https://openalex.org/W4317695495","https://openalex.org/W4380551139","https://openalex.org/W4388137171","https://openalex.org/W1967909251"],"abstract_inverted_index":{"This":[0],"paper":[1,75],"explores":[2],"the":[3,15,48],"use":[4,40],"cases":[5,41],"and":[6,54,70,86],"performance":[7],"of":[8,17,23,38,47],"generative":[9,26,49,87],"artificial":[10],"intelligence":[11],"(AI)":[12],"tools":[13,28,51,89],"in":[14,29,63,83],"context":[16],"Electrical":[18],"Engineering":[19,30],"education.":[20],"A":[21],"summary":[22],"commonly":[24],"used":[25],"AI":[27,50,88],"education":[31],"is":[32],"provided":[33],"along":[34],"with":[35],"a":[36],"review":[37],"their":[39],"from":[42],"recent":[43],"literature.":[44],"The":[45,74],"performances":[46],"GPT-3.5,":[52],"GPT-4":[53],"Google":[55],"Bard":[56],"are":[57,90],"examined":[58],"using":[59],"custom-made":[60],"question":[61],"sets":[62],"two":[64],"representative":[65],"courses:":[66],"Digital":[67,71],"Logic":[68],"Design":[69],"Signal":[72],"Processing.":[73],"highlights":[76],"that":[77],"GPT4":[78],"achieves":[79],"over":[80],"50%":[81],"accuracy":[82],"both":[84],"courses":[85],"more":[91],"effective":[92],"at":[93],"solving":[94],"standalone":[95],"concept":[96],"questions":[97],"than":[98],"analytical":[99],"or":[100],"numerical":[101],"questions.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}