{"id":"https://openalex.org/W2624308770","doi":"https://doi.org/10.1145/3088525.3088563","title":"Combining the logical and the probabilistic in program analysis","display_name":"Combining the logical and the probabilistic in program analysis","publication_year":2017,"publication_date":"2017-06-09","ids":{"openalex":"https://openalex.org/W2624308770","doi":"https://doi.org/10.1145/3088525.3088563","mag":"2624308770"},"language":"en","primary_location":{"id":"doi:10.1145/3088525.3088563","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3088525.3088563","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3088563&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3088563&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100327544","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0002-9565-479X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["Georgia Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059074509","display_name":"Xujie Si","orcid":"https://orcid.org/0000-0002-3739-2269"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xujie Si","raw_affiliation_strings":["University of Pennsylvania, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, USA","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075879790","display_name":"Mayur Naik","orcid":"https://orcid.org/0000-0003-1348-8618"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayur Naik","raw_affiliation_strings":["University of Pennsylvania, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, USA","institution_ids":["https://openalex.org/I36788626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100327544"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":2.4181,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91102516,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9994000196456909,"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/T12423","display_name":"Software Reliability and Analysis Research","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8087641000747681},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7861880660057068},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.667100191116333},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6381452083587646},{"id":"https://openalex.org/keywords/program-analysis","display_name":"Program analysis","score":0.5601088404655457},{"id":"https://openalex.org/keywords/logical-framework","display_name":"Logical framework","score":0.5340757369995117},{"id":"https://openalex.org/keywords/logical-reasoning","display_name":"Logical reasoning","score":0.5172253847122192},{"id":"https://openalex.org/keywords/logical-conjunction","display_name":"Logical conjunction","score":0.4608442783355713},{"id":"https://openalex.org/keywords/logical-analysis","display_name":"Logical analysis","score":0.41301143169403076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3658949136734009},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3542024493217468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3357912302017212},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2658807039260864},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2039841115474701},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08401834964752197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8087641000747681},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7861880660057068},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.667100191116333},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6381452083587646},{"id":"https://openalex.org/C98183937","wikidata":"https://www.wikidata.org/wiki/Q2112188","display_name":"Program analysis","level":2,"score":0.5601088404655457},{"id":"https://openalex.org/C20693621","wikidata":"https://www.wikidata.org/wiki/Q6667502","display_name":"Logical framework","level":2,"score":0.5340757369995117},{"id":"https://openalex.org/C43971567","wikidata":"https://www.wikidata.org/wiki/Q3142865","display_name":"Logical reasoning","level":2,"score":0.5172253847122192},{"id":"https://openalex.org/C21847791","wikidata":"https://www.wikidata.org/wiki/Q191081","display_name":"Logical conjunction","level":2,"score":0.4608442783355713},{"id":"https://openalex.org/C2983390893","wikidata":"https://www.wikidata.org/wiki/Q1092582","display_name":"Logical analysis","level":3,"score":0.41301143169403076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3658949136734009},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3542024493217468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3357912302017212},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2658807039260864},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2039841115474701},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08401834964752197},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C6260981","wikidata":"https://www.wikidata.org/wiki/Q745328","display_name":"Mathematical statistics","level":2,"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:10.1145/3088525.3088563","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3088525.3088563","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3088563&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3088525.3088563","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3088525.3088563","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3088563&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5124456847","display_name":null,"funder_award_id":"#FA8750-15-2-0009","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G6151041591","display_name":null,"funder_award_id":"#1253867, #1526270","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2624308770.pdf","grobid_xml":"https://content.openalex.org/works/W2624308770.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W47392883","https://openalex.org/W92973652","https://openalex.org/W128101668","https://openalex.org/W1526922602","https://openalex.org/W1608748481","https://openalex.org/W1671718115","https://openalex.org/W1907086563","https://openalex.org/W1912598576","https://openalex.org/W1970357325","https://openalex.org/W1977970897","https://openalex.org/W1987902506","https://openalex.org/W1997199152","https://openalex.org/W2012436850","https://openalex.org/W2019363670","https://openalex.org/W2028284083","https://openalex.org/W2050680750","https://openalex.org/W2070041685","https://openalex.org/W2079398243","https://openalex.org/W2079877139","https://openalex.org/W2094878426","https://openalex.org/W2108776051","https://openalex.org/W2111221376","https://openalex.org/W2111949697","https://openalex.org/W2119648923","https://openalex.org/W2133662847","https://openalex.org/W2135209143","https://openalex.org/W2143861926","https://openalex.org/W2149674423","https://openalex.org/W2151562310","https://openalex.org/W2156981320","https://openalex.org/W2163521620","https://openalex.org/W2167685423","https://openalex.org/W2204346447","https://openalex.org/W2243132409","https://openalex.org/W2264244749","https://openalex.org/W2272616495","https://openalex.org/W2274071363","https://openalex.org/W2284951589","https://openalex.org/W2340462378","https://openalex.org/W2416392025","https://openalex.org/W2417567569","https://openalex.org/W2513120180","https://openalex.org/W2514527293","https://openalex.org/W2533383364","https://openalex.org/W2619331983","https://openalex.org/W2762682773","https://openalex.org/W3106729728","https://openalex.org/W4205376162","https://openalex.org/W4238893454","https://openalex.org/W4245234767","https://openalex.org/W4247889999","https://openalex.org/W4285719527","https://openalex.org/W4300810260","https://openalex.org/W6601926695","https://openalex.org/W6603669155","https://openalex.org/W6605288784","https://openalex.org/W6726152474","https://openalex.org/W6742166561"],"related_works":["https://openalex.org/W2559691514","https://openalex.org/W2351550978","https://openalex.org/W2912920768","https://openalex.org/W2387462011","https://openalex.org/W2351976579","https://openalex.org/W2360367591","https://openalex.org/W2133147364","https://openalex.org/W4242992945","https://openalex.org/W2004174358","https://openalex.org/W2364516162"],"abstract_inverted_index":{"Conventional":[0],"program":[1,36,60,82],"analyses":[2,61],"have":[3],"made":[4],"great":[5],"strides":[6],"by":[7,47],"leveraging":[8],"logical":[9,66],"reasoning.":[10,67],"However,":[11],"they":[12,18],"cannot":[13],"handle":[14],"uncertain":[15],"knowledge,":[16],"and":[17,24,33,51,84],"lack":[19],"the":[20,30,71],"ability":[21],"to":[22,43],"learn":[23],"adapt.":[25],"This":[26],"in":[27,39],"turn":[28],"hinders":[29],"accuracy,":[31],"scalability,":[32],"usability":[34],"of":[35,78,81,90],"analysis":[37,83],"tools":[38],"practice.":[40],"We":[41,68],"seek":[42],"address":[44],"these":[45],"limitations":[46],"proposing":[48],"a":[49,76],"methodology":[50],"framework":[52],"for":[53],"incorporating":[54],"probabilistic":[55],"reasoning":[56],"directly":[57],"into":[58],"existing":[59],"that":[62,70],"are":[63],"based":[64],"on":[65],"demonstrate":[69],"combined":[72],"approach":[73],"can":[74],"benefit":[75],"number":[77],"important":[79],"applications":[80],"thereby":[85],"facilitate":[86],"more":[87],"widespread":[88],"adoption":[89],"this":[91],"technology.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
