{"id":"https://openalex.org/W2741522938","doi":"https://doi.org/10.1145/3106237.3121274","title":"Suggesting meaningful variable names for decompiled code: a machine translation approach","display_name":"Suggesting meaningful variable names for decompiled code: a machine translation approach","publication_year":2017,"publication_date":"2017-08-02","ids":{"openalex":"https://openalex.org/W2741522938","doi":"https://doi.org/10.1145/3106237.3121274","mag":"2741522938"},"language":"en","primary_location":{"id":"doi:10.1145/3106237.3121274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121274","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/A5029610604","display_name":"Alan Jaffe","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":"Alan Jaffe","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029610604"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61489347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1050","last_page":"1052"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9878000020980835,"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/T10028","display_name":"Topic Modeling","score":0.9797999858856201,"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":0.8190363645553589},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.73824542760849},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.7028307318687439},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.627464234828949},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6181960105895996},{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.5886441469192505},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5663270354270935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.557054340839386},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5145336985588074},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.48883146047592163},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4127694070339203},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08398109674453735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190363645553589},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.73824542760849},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.7028307318687439},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.627464234828949},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6181960105895996},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.5886441469192505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5663270354270935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.557054340839386},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5145336985588074},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.48883146047592163},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4127694070339203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08398109674453735},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106237.3121274","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106237.3121274","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":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W145643130","https://openalex.org/W1972386298","https://openalex.org/W1977678951","https://openalex.org/W2074032109","https://openalex.org/W2090554354","https://openalex.org/W2109903957","https://openalex.org/W2113697305","https://openalex.org/W2124807415","https://openalex.org/W2140609933","https://openalex.org/W2142403498","https://openalex.org/W2147118954","https://openalex.org/W2156981320","https://openalex.org/W2260326156","https://openalex.org/W2342082360","https://openalex.org/W2509067210","https://openalex.org/W2727300901","https://openalex.org/W2740220421","https://openalex.org/W3005855585","https://openalex.org/W4242395378","https://openalex.org/W4253543730"],"related_works":["https://openalex.org/W2461078469","https://openalex.org/W123790205","https://openalex.org/W2085515337","https://openalex.org/W3087706721","https://openalex.org/W4287664162","https://openalex.org/W3102852402","https://openalex.org/W827014118","https://openalex.org/W4385695489","https://openalex.org/W2883671469","https://openalex.org/W2728761353"],"abstract_inverted_index":{"Decompiled":[0],"code":[1,35],"lacks":[2],"meaningful":[3],"variable":[4,13],"names.":[5],"We":[6],"used":[7],"statistical":[8],"machine":[9],"translation":[10,48],"to":[11,28],"suggest":[12],"names":[14],"that":[15],"are":[16],"natural":[17],"given":[18],"the":[19,46],"context.":[20],"This":[21],"technique":[22],"has":[23],"previously":[24],"been":[25],"successfully":[26],"applied":[27],"obfuscated":[29],"JavaScript":[30],"code,":[31],"but":[32],"decompiled":[33],"C":[34],"poses":[36],"unique":[37],"challenges":[38],"in":[39],"constructing":[40],"an":[41],"aligned":[42],"corpus":[43],"and":[44],"selecting":[45],"best":[47],"from":[49],"among":[50],"several":[51],"candidates.":[52]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
