{"id":"https://openalex.org/W2898334666","doi":"https://doi.org/10.1145/3276954.3276959","title":"Active learning for inference and regeneration of computer programs that store and retrieve data","display_name":"Active learning for inference and regeneration of computer programs that store and retrieve data","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898334666","doi":"https://doi.org/10.1145/3276954.3276959","mag":"2898334666"},"language":"en","primary_location":{"id":"doi:10.1145/3276954.3276959","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3276954.3276959","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3276954.3276959","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3276954.3276959","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045127387","display_name":"Martin Rinard","orcid":"https://orcid.org/0000-0001-8095-8523"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Martin C. Rinard","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024117197","display_name":"Jiasi Shen","orcid":"https://orcid.org/0000-0002-5904-3641"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiasi Shen","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043150056","display_name":"Varun Mangalick","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Mangalick","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045127387"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.8365,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86951293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9990000128746033,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8007761240005493},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7052038908004761},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4531576335430145},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4266166687011719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39453786611557007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3501197099685669},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3280983567237854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32789862155914307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8007761240005493},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7052038908004761},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4531576335430145},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4266166687011719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39453786611557007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3501197099685669},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3280983567237854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32789862155914307}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3276954.3276959","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3276954.3276959","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3276954.3276959","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/125749","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/125749","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-123623","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-85067638816&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3276954.3276959","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3276954.3276959","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3276954.3276959","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5051192394","display_name":null,"funder_award_id":"FA8650-15-C","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7923941542","display_name":null,"funder_award_id":"FA8650-15-C-7564","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898334666.pdf","grobid_xml":"https://content.openalex.org/works/W2898334666.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W315890393","https://openalex.org/W1268528572","https://openalex.org/W1539190387","https://openalex.org/W1769343819","https://openalex.org/W1840142437","https://openalex.org/W1858945639","https://openalex.org/W1964748769","https://openalex.org/W1972505764","https://openalex.org/W1975455521","https://openalex.org/W1989445634","https://openalex.org/W1989574962","https://openalex.org/W1994748133","https://openalex.org/W2007042735","https://openalex.org/W2009489720","https://openalex.org/W2011762419","https://openalex.org/W2039430166","https://openalex.org/W2040518484","https://openalex.org/W2042033151","https://openalex.org/W2054907275","https://openalex.org/W2055312318","https://openalex.org/W2090574402","https://openalex.org/W2093535699","https://openalex.org/W2096449544","https://openalex.org/W2101013227","https://openalex.org/W2107465592","https://openalex.org/W2113882472","https://openalex.org/W2128985333","https://openalex.org/W2132897303","https://openalex.org/W2134734244","https://openalex.org/W2137837392","https://openalex.org/W2138464849","https://openalex.org/W2143232930","https://openalex.org/W2213779776","https://openalex.org/W2279944953","https://openalex.org/W2287872303","https://openalex.org/W2294370754","https://openalex.org/W2296197518","https://openalex.org/W2385332115","https://openalex.org/W2416325154","https://openalex.org/W2461943168","https://openalex.org/W2493256084","https://openalex.org/W2499791918","https://openalex.org/W2500302530","https://openalex.org/W2550471858","https://openalex.org/W2550492213","https://openalex.org/W2583228413","https://openalex.org/W2608328526","https://openalex.org/W2750855121","https://openalex.org/W2765742677","https://openalex.org/W2767301967","https://openalex.org/W2899212285","https://openalex.org/W2913646842","https://openalex.org/W2961109095","https://openalex.org/W2964240296","https://openalex.org/W2976890614","https://openalex.org/W3160978791","https://openalex.org/W4229675450","https://openalex.org/W4236981789","https://openalex.org/W4237492309","https://openalex.org/W4300337599"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2384888906","https://openalex.org/W2144190808","https://openalex.org/W4224009465","https://openalex.org/W2376314740","https://openalex.org/W2366644548","https://openalex.org/W2357241418","https://openalex.org/W2511279186"],"abstract_inverted_index":{"As":[0],"modern":[1,43,136,158],"computation":[2],"platforms":[3,45],"become":[4],"increasingly":[5,11],"complex,":[6],"their":[7],"programming":[8,48,113],"interfaces":[9,114],"are":[10],"difficult":[12],"to":[13,82,134,143,150],"use.":[14],"This":[15,104],"complexity":[16],"is":[17],"especially":[18],"inappropriate":[19],"given":[20],"the":[21,29,60,63,68,79,84,95,100,111,116,146],"relatively":[22],"simple":[23,55],"core":[24,70,85,97],"functionality":[25,98],"that":[26,40,66,93,115,155],"many":[27],"of":[28,62],"computations":[30],"implement.":[31],"We":[32],"present":[33],"a":[34,54,123],"new":[35,91,125,140],"approach":[36,51,141],"for":[37,110,127],"obtaining":[38],"software":[39,154],"executes":[41,156],"on":[42,99,157],"computing":[44,102,118,159],"with":[46,53],"complex":[47,112,137],"interfaces.":[49],"Our":[50],"starts":[52],"seed":[56],"program,":[57],"written":[58],"in":[59],"language":[61],"developer's":[64],"choice,":[65],"implements":[67,94],"desired":[69],"functionality.":[71,86],"It":[72,87],"then":[73],"systematically":[74],"generates":[75],"inputs":[76],"and":[77,129],"observes":[78],"resulting":[80],"outputs":[81],"learn":[83],"finally":[88],"automatically":[89],"regenerates":[90],"code":[92,106,109],"learned":[96],"target":[101,117],"platform.":[103],"regenerated":[105],"contains":[107],"boilerplate":[108],"platform":[119],"presents.":[120],"By":[121],"providing":[122],"productive":[124],"mechanism":[126],"capturing":[128],"encapsulating":[130],"knowledge":[131],"about":[132],"how":[133],"use":[135],"interfaces,":[138],"this":[139],"promises":[142],"greatly":[144],"reduce":[145],"developer":[147],"effort":[148],"required":[149],"obtain":[151],"secure,":[152],"robust":[153],"platforms.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}