{"id":"https://openalex.org/W2739923056","doi":"https://doi.org/10.1145/3106237.3121281","title":"Improving performance of automatic program repair using learned heuristics","display_name":"Improving performance of automatic program repair using learned heuristics","publication_year":2017,"publication_date":"2017-08-02","ids":{"openalex":"https://openalex.org/W2739923056","doi":"https://doi.org/10.1145/3106237.3121281","mag":"2739923056"},"language":"en","primary_location":{"id":"doi:10.1145/3106237.3121281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering","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/A5071636030","display_name":"Liam Schramm","orcid":null},"institutions":[{"id":"https://openalex.org/I39661318","display_name":"Bard College","ror":"https://ror.org/04yrgt058","country_code":"US","type":"education","lineage":["https://openalex.org/I39661318"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liam Schramm","raw_affiliation_strings":["Bard College, USA"],"affiliations":[{"raw_affiliation_string":"Bard College, USA","institution_ids":["https://openalex.org/I39661318"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5071636030"],"corresponding_institution_ids":["https://openalex.org/I39661318"],"apc_list":null,"apc_paid":null,"fwci":0.6784,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71971596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1071","last_page":"1073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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":0.9995999932289124,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.9351760745048523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119146823883057},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7587711215019226},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7455011606216431},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6446046829223633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.583466649055481},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5674532651901245},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5624703764915466},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.554206132888794},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5212381482124329},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5160602927207947},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14284920692443848},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.12945398688316345},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08542802929878235}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9351760745048523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119146823883057},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7587711215019226},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7455011606216431},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6446046829223633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.583466649055481},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5674532651901245},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5624703764915466},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.554206132888794},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5212381482124329},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5160602927207947},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14284920692443848},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.12945398688316345},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08542802929878235},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106237.3121281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W841012168","https://openalex.org/W1475493299","https://openalex.org/W1977970897","https://openalex.org/W1979866694","https://openalex.org/W2060333670","https://openalex.org/W2076719273","https://openalex.org/W2143960295","https://openalex.org/W2145124323","https://openalex.org/W2153881107","https://openalex.org/W2274071363","https://openalex.org/W2288083000","https://openalex.org/W2298906545","https://openalex.org/W2373227884","https://openalex.org/W2400994325"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":{"Automatic":[0],"program":[1],"repair":[2],"offers":[3],"the":[4,18,114,131],"promise":[5],"of":[6,57,68,116],"significant":[7],"reduction":[8,124],"in":[9,16,119,125],"debugging":[10],"time,":[11],"but":[12],"still":[13],"faces":[14],"challenges":[15],"making":[17],"process":[19],"efficient,":[20],"accurate,":[21,100],"and":[22,54,77,99,121],"generalizable":[23],"enough":[24],"for":[25],"practical":[26],"application.":[27],"Recent":[28],"efforts":[29],"such":[30],"as":[31,71],"Prophet":[32],"demonstrate":[33,122],"that":[34,95],"machine":[35],"learning":[36,84],"can":[37],"be":[38,49],"used":[39],"to":[40,48,64,73,91,102,111],"develop":[41],"heuristics":[42],"about":[43],"which":[44],"patches":[45,72,118],"are":[46],"likely":[47],"correct,":[50],"reducing":[51],"overfitting":[52],"problems":[53],"improving":[55],"speed":[56],"repair.":[58],"SearchRepair":[59,120,129],"takes":[60],"a":[61,93,107],"different":[62],"approach":[63],"accuracy,":[65],"using":[66],"blocks":[67],"human-written":[69],"code":[70],"better":[74],"constrain":[75],"repairs":[76],"avoid":[78],"overfitting.":[79],"This":[80],"project":[81],"combines":[82],"Prophet's":[83],"techniques":[85],"with":[86],"SearchRepair's":[87],"larger":[88],"block":[89],"size":[90],"create":[92],"method":[94],"is":[96],"both":[97],"fast":[98],"leading":[101],"higher-quality":[103],"repairs.":[104],"We":[105],"propose":[106],"novel":[108],"first-pass":[109],"filter":[110],"substantially":[112],"reduce":[113],"number":[115],"candidate":[117],"85%":[123],"runtime":[126],"over":[127],"standard":[128],"on":[130],"IntroClass":[132],"dataset.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
