{"id":"https://openalex.org/W4411374859","doi":"https://doi.org/10.1145/3724389.3730809","title":"Tracking the Progression of Errors Across Successive CS1 Code Submissions","display_name":"Tracking the Progression of Errors Across Successive CS1 Code Submissions","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411374859","doi":"https://doi.org/10.1145/3724389.3730809"},"language":"en","primary_location":{"id":"doi:10.1145/3724389.3730809","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3724389.3730809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2","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/A5116304964","display_name":"Zhixian Christopher Liding","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhixian Christopher Liding","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0009-0004-4169-5942","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082689282","display_name":"Nimisha Roy","orcid":"https://orcid.org/0000-0003-2480-9974"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nimisha Roy","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2480-9974","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049813786","display_name":"Rodrigo Borela","orcid":"https://orcid.org/0000-0002-1802-8752"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodrigo Borela","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1802-8752","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12030762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"801","last_page":"801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9466999769210815,"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":0.7354344129562378},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5910634398460388},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4863744080066681},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37251031398773193},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.32256245613098145},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11121243238449097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7354344129562378},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5910634398460388},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4863744080066681},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37251031398773193},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32256245613098145},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11121243238449097},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"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:10.1145/3724389.3730809","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3724389.3730809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2009908982","https://openalex.org/W2766624855"],"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/W2056396287"],"abstract_inverted_index":{"Understanding":[0],"the":[1,67,82,94,112,122],"debugging":[2,113],"process":[3],"of":[4,69],"novice":[5],"programmers":[6],"as":[7],"they":[8],"iteratively":[9],"solve":[10],"coding":[11,27,38,56],"challenges":[12,61,83],"is":[13],"essential":[14],"for":[15,34,58,124],"developing":[16],"intelligent":[17],"tutoring":[18],"systems":[19],"that":[20,77],"address":[21],"gaps":[22],"in":[23,62,111],"comprehension":[24],"and":[25,49,117],"procedural":[26],"skills.":[28],"This":[29,52],"poster":[30],"presents":[31],"a":[32,63],"framework":[33],"systematically":[35],"analyzing":[36],"student":[37],"attempts":[39,57,97],"using":[40],"large":[41],"language":[42],"models":[43],"(LLMs)":[44],"to":[45,99],"identify":[46],"syntactical,":[47],"conceptual,":[48],"strategic":[50,102,118],"errors.":[51,103],"study":[53],"investigates":[54],"346":[55],"three":[59],"live-coding":[60],"CS1":[64],"course,":[65],"tracking":[66],"progression":[68],"errors":[70,89,119],"over":[71],"successive":[72],"submissions.":[73],"Preliminary":[74],"results":[75],"indicate":[76],"among":[78],"students":[79,105],"who":[80],"attempted":[81],"at":[84,128],"least":[85],"ten":[86,96],"times,":[87],"syntactical":[88],"decrease":[90],"more":[91],"rapidly":[92],"within":[93],"first":[95],"compared":[98],"conceptual":[100,116],"or":[101],"Although":[104],"effectively":[106],"resolve":[107],"syntax":[108],"issues":[109],"early":[110],"process,":[114],"higher-level":[115],"persist,":[120],"suggesting":[121],"need":[123],"targeted":[125],"instructional":[126],"support":[127],"this":[129],"stage.":[130]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
