{"id":"https://openalex.org/W4410986722","doi":"https://doi.org/10.1109/educon62633.2025.11016325","title":"An Exploratory Study of Large Language Model-Based Writing Support for Postgraduate Engineering Students at a South African University","display_name":"An Exploratory Study of Large Language Model-Based Writing Support for Postgraduate Engineering Students at a South African University","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410986722","doi":"https://doi.org/10.1109/educon62633.2025.11016325"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016325","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/A5117812934","display_name":"Brandt Klopper","orcid":null},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Brandt Klopper","raw_affiliation_strings":["North-West University,Faculty of Engineering,Potchefstroom,South Africa"],"affiliations":[{"raw_affiliation_string":"North-West University,Faculty of Engineering,Potchefstroom,South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011206631","display_name":"Liezl Van Dyk","orcid":"https://orcid.org/0000-0002-6796-0255"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Liezl van Dyk","raw_affiliation_strings":["North-West University,Faculty of Engineering,Potchefstroom,South Africa"],"affiliations":[{"raw_affiliation_string":"North-West University,Faculty of Engineering,Potchefstroom,South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061322620","display_name":"Liandi van den Berg","orcid":"https://orcid.org/0000-0002-2325-6194"},"institutions":[{"id":"https://openalex.org/I129615261","display_name":"Vaal University of Technology","ror":"https://ror.org/05ey7mm31","country_code":"ZA","type":"education","lineage":["https://openalex.org/I129615261"]},{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Liandi van den Berg","raw_affiliation_strings":["North-West University,TELIT-SA, Faculty of Economic and Management Sciences,Vanderbijlpark,South Africa"],"affiliations":[{"raw_affiliation_string":"North-West University,TELIT-SA, Faculty of Economic and Management Sciences,Vanderbijlpark,South Africa","institution_ids":["https://openalex.org/I129615261","https://openalex.org/I27765905"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117812934"],"corresponding_institution_ids":["https://openalex.org/I27765905"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14437207,"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":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.9671000242233276,"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"}},"topics":[{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.9671000242233276,"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/computer-science","display_name":"Computer science","score":0.5825884342193604},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.5035387873649597},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3982469141483307},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21910801529884338},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16667264699935913}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5825884342193604},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.5035387873649597},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3982469141483307},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21910801529884338},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16667264699935913},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon62633.2025.11016325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016325","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2013784009","https://openalex.org/W2060601775","https://openalex.org/W2111271717","https://openalex.org/W2537784076","https://openalex.org/W2576469073","https://openalex.org/W2809552543","https://openalex.org/W2883904039","https://openalex.org/W2897968175","https://openalex.org/W3019273456","https://openalex.org/W3035408541","https://openalex.org/W3095242942","https://openalex.org/W3190513168","https://openalex.org/W4282965819","https://openalex.org/W4385724380","https://openalex.org/W4387491382","https://openalex.org/W4389636544","https://openalex.org/W4391319871","https://openalex.org/W4392756743","https://openalex.org/W4392854119","https://openalex.org/W4393852971","https://openalex.org/W4399586813","https://openalex.org/W4399996040","https://openalex.org/W4401897082","https://openalex.org/W4401952372","https://openalex.org/W4402263827","https://openalex.org/W4405023551","https://openalex.org/W6768946749","https://openalex.org/W6955294550"],"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":{"Postgraduate":[0],"engineering":[1,51],"students":[2,139],"in":[3,9,20,146],"South":[4,147],"Africa":[5],"face":[6],"ongoing":[7],"challenges":[8],"developing":[10,161],"comprehensive":[11,61,210],"academic":[12,33,41,79,182],"writing":[13,34,65,80,87,164,176,189],"skills,":[14],"which":[15],"can":[16,172],"lead":[17],"to":[18,26,45,56,76,94,96,154,180],"complications":[19],"their":[21,202],"research":[22,105],"timelines":[23],"and":[24,92,100,184,190,213],"contribute":[25],"attrition":[27],"rates":[28],"at":[29,140],"tertiary":[30],"insitutions.":[31],"Conventional":[32],"support":[35,81],"programmes":[36],"typically":[37],"focus":[38],"on":[39,63,110,160],"general":[40],"literacy,":[42],"often":[43],"failing":[44],"address":[46],"the":[47,128,134,150,170,185],"specific":[48],"needs":[49,99],"of":[50,104,144,187,201],"students.":[52],"Additionally,":[53],"limited":[54],"opportunities":[55],"engage":[57],"with":[58,209],"supervisors":[59],"for":[60,137],"feedback":[62],"thesis":[64],"further":[66],"exacerbate":[67],"these":[68],"challenges.":[69],"Consequently,":[70],"there":[71],"is":[72],"a":[73,101,117,205],"critical":[74],"need":[75],"develop":[77],"tailored":[78],"structures":[82],"that":[83,115,169],"actively":[84],"build":[85],"students'":[86,162,175,199],"abilities,":[88],"offering":[89],"high":[90],"availability":[91],"versatility":[93],"adapt":[95],"individual":[97],"student":[98],"broad":[102],"range":[103],"topics.":[106],"This":[107],"paper":[108],"reports":[109],"an":[111,123],"exploratory":[112],"pilot":[113],"project":[114],"integrated":[116],"Large":[118],"Language":[119],"Model":[120],"(LLM)":[121],"as":[122],"AI":[124],"assistant":[125],"(AIA),":[126],"using":[127],"Mindjoy":[129],"online":[130],"educational":[131],"platform,":[132],"into":[133],"thesis-writing":[135],"process":[136],"postgraduate":[138],"North-West":[141],"University's":[142],"Faculty":[143],"Engineering":[145],"Africa.":[148],"Importantly,":[149],"model":[151],"was":[152],"designed":[153],"prohibit":[155],"content":[156],"creation,":[157],"focusing":[158],"instead":[159],"core":[163],"competencies.":[165],"Preliminary":[166],"findings":[167],"indicate":[168],"AIA":[171],"significantly":[173],"enrich":[174],"processes,":[177],"potentially":[178],"leading":[179],"improved":[181],"performance":[183],"acquisition":[186],"essential":[188],"communication":[191],"skills.":[192],"However,":[193],"ensuring":[194],"ethical":[195],"use":[196],"while":[197],"preserving":[198],"ownership":[200],"work":[203],"requires":[204],"careful":[206],"approach,":[207],"along":[208],"user":[211],"orientation":[212],"training.":[214]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
