{"id":"https://openalex.org/W4313563482","doi":"https://doi.org/10.1145/3551349.3559507","title":"Automatically Fixing Breaking Changes of Data Science Libraries","display_name":"Automatically Fixing Breaking Changes of Data Science Libraries","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4313563482","doi":"https://doi.org/10.1145/3551349.3559507"},"language":"en","primary_location":{"id":"doi:10.1145/3551349.3559507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3559507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5020083953","display_name":"Hailie Mitchell","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hailie Mitchell","raw_affiliation_strings":["Carnegie Mellon University, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, United States of America","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020083953"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.2512,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5412466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8360714912414551},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7370859384536743},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6765906810760498},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6025323867797852},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5406178832054138},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5107886791229248},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.43643930554389954},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37918150424957275},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36064231395721436},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32212167978286743},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.25378715991973877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8360714912414551},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7370859384536743},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6765906810760498},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6025323867797852},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5406178832054138},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5107886791229248},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.43643930554389954},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37918150424957275},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36064231395721436},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32212167978286743},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.25378715991973877},{"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:10.1145/3551349.3559507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3551349.3559507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2954401434","https://openalex.org/W2954990002","https://openalex.org/W3092295095","https://openalex.org/W3119696503","https://openalex.org/W3148779029","https://openalex.org/W4246638380","https://openalex.org/W4284670745"],"related_works":["https://openalex.org/W4401741136","https://openalex.org/W2557718140","https://openalex.org/W4399490472","https://openalex.org/W67092138","https://openalex.org/W4392500255","https://openalex.org/W2789551765","https://openalex.org/W2113128227","https://openalex.org/W632256878","https://openalex.org/W2491403535","https://openalex.org/W3081644756"],"abstract_inverted_index":{"Data":[0],"science":[1],"libraries":[2,32],"are":[3,15],"updated":[4],"frequently,":[5],"and":[6,54,81,114],"new":[7,49],"version":[8],"releases":[9],"commonly":[10],"include":[11],"breaking":[12,56],"changes.":[13],"These":[14],"updates":[16],"that":[17,84],"cause":[18],"existing":[19],"code":[20,41,70,79],"to":[21,37,51,122],"not":[22],"compile":[23],"or":[24],"run.":[25],"Developers":[26],"often":[27],"use":[28],"older":[29],"versions":[30],"of":[31,42,67,74],"because":[33],"it":[34],"is":[35,120],"challenging":[36],"update":[38,94,125],"the":[39,65,72,95,101],"source":[40,69],"large":[43],"projects.":[44],"We":[45],"propose":[46],"CombyInferPy,":[47,106],"a":[48,77],"tool":[50,83],"automatically":[52,86,109],"analyze":[53],"fix":[55,110],"changes":[57],"in":[58,71],"library":[59,68,97],"APIs.":[60],"CombyInferPy":[61,92],"infers":[62],"rules":[63,103],"from":[64],"history":[66],"form":[73],"Comby":[75,102],"templates,":[76],"structural":[78],"search":[80],"replace":[82],"can":[85,93,108],"transform":[87],"code.":[88,99],"Preliminary":[89],"results":[90],"indicate":[91],"pandas":[96],"Python":[98],"Using":[100],"inferred":[104],"by":[105],"we":[107],"several":[111],"failing":[112],"tests":[113],"warnings.":[115],"This":[116],"shows":[117],"this":[118],"approach":[119],"promising":[121],"help":[123],"developers":[124],"libraries.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
