{"id":"https://openalex.org/W4406459373","doi":"https://doi.org/10.1109/ithet61869.2024.10837675","title":"AVERT (Authorship Verification and Evaluation Through Responsive Testing): an LLM-Based Procedure that Interactively Verifies Code Authorship and Evaluates Student Understanding","display_name":"AVERT (Authorship Verification and Evaluation Through Responsive Testing): an LLM-Based Procedure that Interactively Verifies Code Authorship and Evaluates Student Understanding","publication_year":2024,"publication_date":"2024-11-06","ids":{"openalex":"https://openalex.org/W4406459373","doi":"https://doi.org/10.1109/ithet61869.2024.10837675"},"language":"en","primary_location":{"id":"doi:10.1109/ithet61869.2024.10837675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet61869.2024.10837675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Information Technology Based Higher Education and Training (ITHET)","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/A5115904717","display_name":"Florentin Vintila","orcid":null},"institutions":[{"id":"https://openalex.org/I31582689","display_name":"Stuttgart University of Applied Sciences","ror":"https://ror.org/039gdg280","country_code":"DE","type":"education","lineage":["https://openalex.org/I31582689"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Florentin Vintila","raw_affiliation_strings":["University of Applied Sciences,Stuttgart,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences,Stuttgart,Germany","institution_ids":["https://openalex.org/I31582689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5115904717"],"corresponding_institution_ids":["https://openalex.org/I31582689"],"apc_list":null,"apc_paid":null,"fwci":1.8321,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88610859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11492","display_name":"Academic integrity and plagiarism","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11492","display_name":"Academic integrity and plagiarism","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13851","display_name":"Law, AI, and Intellectual Property","score":0.9375,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7417256832122803},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5859035849571228},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3925060033798218},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34313148260116577}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7417256832122803},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5859035849571228},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3925060033798218},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34313148260116577},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ithet61869.2024.10837675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet61869.2024.10837675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1986490025","https://openalex.org/W2012807394","https://openalex.org/W2127768523","https://openalex.org/W2290464795","https://openalex.org/W2596203261","https://openalex.org/W2766078762","https://openalex.org/W2886751322","https://openalex.org/W2939667142","https://openalex.org/W2999441415","https://openalex.org/W3007255149","https://openalex.org/W3046336726","https://openalex.org/W3085939759","https://openalex.org/W3198599617","https://openalex.org/W3203321135","https://openalex.org/W3207553988","https://openalex.org/W4200569127","https://openalex.org/W4220983258","https://openalex.org/W4221143046","https://openalex.org/W4244417731","https://openalex.org/W4306317681","https://openalex.org/W4313564992","https://openalex.org/W4321650181","https://openalex.org/W4323655724","https://openalex.org/W4324046518","https://openalex.org/W4360620450","https://openalex.org/W4366249120","https://openalex.org/W4377564447","https://openalex.org/W4383215759","https://openalex.org/W4383617070","https://openalex.org/W4386323433","https://openalex.org/W4386864507","https://openalex.org/W4387673786","https://openalex.org/W4387929411","https://openalex.org/W4391807809","https://openalex.org/W4392564427","https://openalex.org/W4392858533","https://openalex.org/W4396912858","https://openalex.org/W4399062448","https://openalex.org/W4402670325","https://openalex.org/W4404780799","https://openalex.org/W6809646742","https://openalex.org/W6850069519","https://openalex.org/W6857505373","https://openalex.org/W6866970393"],"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":{"The":[0],"rapid":[1],"development":[2],"of":[3,38,79,92,102,122,148,178,209,228,237],"generative":[4],"artificial":[5],"intelligence":[6],"challenges":[7],"traditional":[8],"plagiarism":[9,56],"detection":[10,39],"systems.":[11],"Classic":[12],"methods,":[13],"based":[14],"primarily":[15],"on":[16],"similarity,":[17],"are":[18,125],"more":[19,21],"and":[20,28,51,67,120,131,167,219],"ineffective":[22],"against":[23],"content":[24],"that":[25,41,134],"is":[26],"AI-generated,":[27],"which":[29,112],"resembles":[30],"authentic":[31],"student":[32,49],"submissions.":[33],"This":[34,107],"requires":[35],"the":[36,77,100,109,136,145,149,157,171,176,182,207,226,234],"use":[37],"methods":[40],"not":[42],"only":[43],"establish":[44],"authorship":[45,78],"but":[46],"also":[47,163,199],"augment":[48],"engagement":[50],"motivation,":[52],"thus":[53],"discouraging":[54],"future":[55],"attempts.":[57],"In":[58],"this":[59],"work-in-progress":[60],"paper,":[61],"we":[62],"present":[63],"AVERT":[64,139,180,215],"(Authorship":[65],"Verification":[66],"Evaluation":[68],"through":[69],"Responsive":[70],"Testing),":[71],"a":[72,217],"proof-of-concept":[73],"approach":[74],"for":[75,111,213,222],"establishing":[76,223],"programming":[80,93,238],"assignments.":[81],"Integrated":[82],"in":[83,170,188,202],"an":[84],"LLM-based":[85],"chatbot,":[86],"it":[87,162],"proactively":[88],"assesses":[89],"students'":[90,146,241],"understanding":[91,147],"assignments":[94],"by":[95,186,205,231],"interactively":[96],"questioning":[97],"them":[98],"about":[99],"process":[101],"developing":[103],"their":[104,160],"own":[105],"code.":[106,246],"way":[108],"reasons":[110],"students":[113,154,169,204],"may":[114],"be":[115],"dishonest,":[116],"such":[117],"as":[118],"motivation":[119],"lack":[121],"subject":[123],"comprehension,":[124],"addressed.":[126],"Using":[127],"advanced":[128],"prompting":[129],"techniques":[130,230],"formulating":[132],"questions":[133,142],"employ":[135],"Socratic":[137],"method,":[138],"dynamically":[140],"generates":[141],"to":[143,155,243],"verify":[144],"coding":[150],"process.":[151,173],"By":[152,174],"asking":[153],"explain":[156],"logic":[158],"behind":[159],"solutions,":[161],"improves":[164],"analytical":[165],"skills":[166],"engages":[168],"learning":[172],"automating":[175],"assessment":[177,194],"authorship,":[179,224],"alleviates":[181],"logistical":[183],"problems":[184],"encountered":[185],"educators":[187],"large":[189,196],"classroom":[190],"environments":[191],"where":[192],"individualized":[193],"demands":[195],"resources.":[197],"It":[198],"helps":[200],"instructors":[201],"grading":[203],"making":[206],"details":[208],"each":[210],"conversation":[211],"available":[212],"evaluation.":[214],"provides":[216],"scalable":[218],"efficient":[220],"method":[221],"overcoming":[225],"shortcomings":[227],"other":[229],"directly":[232],"addressing":[233],"primary":[235],"goal":[236],"assignments:":[239],"assessing":[240],"abilities":[242],"write":[244],"functional":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
