{"id":"https://openalex.org/W4403889683","doi":"https://doi.org/10.1007/978-3-031-73741-1_24","title":"AI-Assisted Programming with\u00a0Test-Based Refinement","display_name":"AI-Assisted Programming with\u00a0Test-Based Refinement","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403889683","doi":"https://doi.org/10.1007/978-3-031-73741-1_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73741-1_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_24","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_24.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_24.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009450062","display_name":"Bernhard K. Aichernig","orcid":"https://orcid.org/0000-0002-3484-5584"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Bernhard K. Aichernig","raw_affiliation_strings":["Institute of Software Technology, Graz University of Technology, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Software Technology, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040778442","display_name":"Klaus Havelund","orcid":"https://orcid.org/0000-0001-7079-0472"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Klaus Havelund","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009450062"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.2025,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86100386,"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":"385","last_page":"411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9994000196456909,"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"}},"topics":[{"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/T10142","display_name":"Formal Methods in Verification","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9972000122070312,"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":0.8592664003372192},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.7632699608802795},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.49055904150009155},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33309614658355713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8592664003372192},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.7632699608802795},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.49055904150009155},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33309614658355713},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73741-1_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_24","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_24.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-73741-1_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_24","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_24.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403889683.pdf","grobid_xml":"https://content.openalex.org/works/W4403889683.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1611541577","https://openalex.org/W2015180219","https://openalex.org/W2015688007","https://openalex.org/W2066210260","https://openalex.org/W2132107743","https://openalex.org/W2771718012","https://openalex.org/W2973327290","https://openalex.org/W3105232016","https://openalex.org/W4242126179","https://openalex.org/W4244819751","https://openalex.org/W4253748132","https://openalex.org/W4313009641","https://openalex.org/W4389671739","https://openalex.org/W4389672268","https://openalex.org/W4389672979"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"This":[1,49,88],"work":[2,41],"explores":[3],"the":[4,42,52,57,69,93,107],"utilization":[5],"of":[6,22,54,68,72,97],"a":[7,17,20,98],"Large":[8],"Language":[9],"Model":[10],"(LLM),":[11],"specifically":[12],"OpenAI\u2019s":[13],"ChatGPT,":[14],"to":[15],"develop":[16],"program":[18],"as":[19],"sequence":[21],"refinements.":[23],"Traditionally":[24],"in":[25,80,104],"formal":[26],"methods":[27],"literature":[28],"such":[29],"refinements":[30,43],"are":[31,44,78],"proven":[32],"correct,":[33,64],"which":[34,65],"can":[35],"be":[36],"time":[37],"consuming.":[38],"In":[39],"this":[40],"tested":[45],"using":[46],"property-based":[47],"testing.":[48],"approach":[50,89],"addresses":[51],"problem":[53],"ensuring":[55],"that":[56],"code":[58,73],"generated":[59],"by":[60],"an":[61],"LLM":[62],"is":[63,66,84,90],"one":[67],"main":[70],"challenges":[71],"generation":[74],"with":[75,86],"LLMs.":[76],"Programs":[77],"developed":[79],"Scala":[81],"and":[82,95],"testing":[83,96],"performed":[85],"ScalaCheck.":[87],"demonstrated":[91],"through":[92],"development":[94],"classical":[99],"bridge":[100],"controller,":[101],"originally":[102],"presented":[103],"documentation":[105],"for":[106],"refinement-based":[108],"Event-B":[109],"theorem":[110],"prover.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}