{"id":"https://openalex.org/W4404910370","doi":"https://doi.org/10.1145/3649165.3690107","title":"Automated Coding Challenges Assembly Using Pre-trained Programming Language Models","display_name":"Automated Coding Challenges Assembly Using Pre-trained Programming Language Models","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4404910370","doi":"https://doi.org/10.1145/3649165.3690107"},"language":"en","primary_location":{"id":"doi:10.1145/3649165.3690107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649165.3690107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3649165.3690107?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3649165.3690107?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113918780","display_name":"Yuri Lim","orcid":"https://orcid.org/0009-0007-0567-5217"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yumi Chin Yin Lim","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-0567-5217","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113287143","display_name":"Kai Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Weng","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-8050-1785","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113918780"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22663348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9758999943733215,"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":0.781136155128479},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6293849349021912},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6283180713653564},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45345139503479004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38569411635398865},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3230302631855011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.781136155128479},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6293849349021912},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6283180713653564},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45345139503479004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38569411635398865},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3230302631855011},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649165.3690107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649165.3690107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3649165.3690107?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3649165.3690107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649165.3690107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3649165.3690107?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3235401080","display_name":null,"funder_award_id":"62037001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404910370.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2282866165","https://openalex.org/W2741705590","https://openalex.org/W2955426500","https://openalex.org/W3014339000","https://openalex.org/W3098605233","https://openalex.org/W3170092793","https://openalex.org/W3198685994"],"related_works":["https://openalex.org/W4231937131","https://openalex.org/W3188962172","https://openalex.org/W323219885","https://openalex.org/W2063928587","https://openalex.org/W2772917594","https://openalex.org/W1487966966","https://openalex.org/W4312825515","https://openalex.org/W1589342014","https://openalex.org/W4306742369","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"programming":[1,22,61,126,138],"language":[2],"courses,":[3],"many":[4],"online":[5],"platforms":[6],"already":[7],"feature":[8],"extensive":[9],"question":[10,31,51,107],"banks.":[11,108],"When":[12],"teachers":[13,98],"prepare":[14],"course":[15],"exercises,":[16],"they":[17],"need":[18],"to":[19,63,78,96],"select":[20],"several":[21],"problems":[23,45,68,104,127,139],"of":[24,82,125,154],"equivalent":[25,129],"difficulty":[26,130],"from":[27,53,105],"the":[28,71,79,111,114,122,137],"vast":[29],"existing":[30],"bank":[32],"so":[33],"that":[34,136],"different":[35,39],"students":[36],"can":[37,73],"answer":[38],"but":[40],"similar":[41,101],"questions.":[42],"These":[43],"chosen":[44],"are":[46],"then":[47],"assembled":[48],"into":[49],"a":[50,60],"pool,":[52],"which":[54],"each":[55],"student":[56],"is":[57],"randomly":[58],"assigned":[59],"problem":[62],"complete.":[64],"However,":[65],"manually":[66],"selecting":[67],"and":[69,148],"forming":[70],"pool":[72],"be":[74],"extremely":[75],"time-consuming":[76],"due":[77],"sheer":[80],"volume":[81],"available":[83],"problems.":[84],"To":[85],"address":[86],"this,":[87],"we":[88],"propose":[89],"an":[90],"Automated":[91],"Coding":[92],"Challenge":[93],"Assembly":[94],"strategy":[95],"help":[97],"automatically":[99],"identify":[100],"yet":[102],"distinct":[103],"large":[106],"By":[109],"analyzing":[110],"similarities":[112],"in":[113],"code":[115],"submitted":[116],"by":[117,141],"students,":[118],"our":[119,155],"method":[120,144],"enables":[121],"automatic":[123],"assembly":[124],"with":[128],"levels.":[131],"Experimental":[132],"results":[133],"have":[134],"shown":[135],"selected":[140],"this":[142],"automated":[143],"exhibit":[145],"high":[146],"relevance":[147],"consistent":[149],"difficulty,":[150],"providing":[151],"practical":[152],"proof":[153],"algorithm's":[156],"effectiveness.":[157]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}