{"id":"https://openalex.org/W2798812031","doi":"https://doi.org/10.1145/3192366.3192384","title":"Search, align, and repair: data-driven feedback generation for introductory programming exercises","display_name":"Search, align, and repair: data-driven feedback generation for introductory programming exercises","publication_year":2018,"publication_date":"2018-06-11","ids":{"openalex":"https://openalex.org/W2798812031","doi":"https://doi.org/10.1145/3192366.3192384","mag":"2798812031"},"language":"en","primary_location":{"id":"doi:10.1145/3192366.3192384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3192366.3192384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation","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/A5101445828","display_name":"Ke Wang","orcid":"https://orcid.org/0000-0003-2300-0743"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ke Wang","raw_affiliation_strings":["University of California at Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045091456","display_name":"Rishabh Singh","orcid":"https://orcid.org/0000-0003-1714-9656"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rishabh Singh","raw_affiliation_strings":["Microsoft Research, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077610917","display_name":"Zhendong Su","orcid":"https://orcid.org/0000-0002-2970-1391"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhendong Su","raw_affiliation_strings":["University of California at Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101445828"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":13.2356,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98674623,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"481","last_page":"495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998000264167786,"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":0.9998000264167786,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.9817000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6958886981010437},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39066585898399353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6958886981010437},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39066585898399353}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3192366.3192384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3192366.3192384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1553534714","https://openalex.org/W1560374668","https://openalex.org/W1581576329","https://openalex.org/W1763513967","https://openalex.org/W1975009259","https://openalex.org/W1976373002","https://openalex.org/W2012312630","https://openalex.org/W2040900440","https://openalex.org/W2053492725","https://openalex.org/W2076771354","https://openalex.org/W2126071695","https://openalex.org/W2128782367","https://openalex.org/W2133068784","https://openalex.org/W2151497118","https://openalex.org/W2153579005","https://openalex.org/W2158870716","https://openalex.org/W2162055787","https://openalex.org/W2162535172","https://openalex.org/W2165883368","https://openalex.org/W2170224888","https://openalex.org/W2250539671","https://openalex.org/W2274071363","https://openalex.org/W2295100577","https://openalex.org/W2299643279","https://openalex.org/W2319794630","https://openalex.org/W2474318526","https://openalex.org/W2486590439","https://openalex.org/W2535220184","https://openalex.org/W2962809971","https://openalex.org/W3016054986","https://openalex.org/W4240558819","https://openalex.org/W6691431627"],"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":{"This":[0],"paper":[1],"introduces":[2],"the":[3,45,82,95,100,122,131],"\u201cSearch,":[4],"Align,":[5],"and":[6,33,55,65,68,85,99,135],"Repair\u201d":[7],"data-driven":[8],"program":[9],"repair":[10],"framework":[11],"to":[12,27],"automate":[13],"feedback":[14,118],"generation":[15],"for":[16,36,59,119,137],"introductory":[17,40],"programming":[18,41],"exercises.":[19],"Distinct":[20],"from":[21,94],"existing":[22],"techniques,":[23],"our":[24,79],"goal":[25],"is":[26],"develop":[28,56],"an":[29],"efficient,":[30],"fully":[31],"automated,":[32],"problem-agnostic":[34],"technique":[35,80],"large":[37,46],"or":[38],"MOOC-scale":[39],"courses.":[42],"We":[43,76],"leverage":[44],"amount":[47],"of":[48,90,121],"available":[49],"student":[50,92,124],"submissions":[51],"in":[52,81],"such":[53],"settings":[54],"new":[57],"algorithms":[58],"identifying":[60],"similar":[61],"programs,":[62,67],"aligning":[63],"correct":[64],"incorrect":[66,70,123],"repairing":[69],"programs":[71],"by":[72],"finding":[73],"minimal":[74],"fixes.":[75],"have":[77],"implemented":[78],"Sarfgen":[83,108],"system":[84],"evaluated":[86],"it":[87],"on":[88,113],"thousands":[89],"real":[91],"attempts":[93],"Microsoft-DEV204.1x":[96],"edX":[97,133],"course":[98],"Microsoft":[101],"CodeHunt":[102],"platform.":[103],"Our":[104],"results":[105],"show":[106],"that":[107],"can,":[109],"within":[110],"two":[111],"seconds":[112],"average,":[114],"generate":[115],"concise,":[116],"useful":[117],"89.7%":[120],"submissions.":[125],"It":[126],"has":[127],"been":[128],"integrated":[129],"with":[130],"Microsoft-DEV204.1X":[132],"class":[134],"deployed":[136],"production":[138],"use.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
