{"id":"https://openalex.org/W4389727902","doi":"https://doi.org/10.1007/978-3-031-49011-8_37","title":"Source-Code Generation Using Deep Learning: A Survey","display_name":"Source-Code Generation Using Deep Learning: A Survey","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389727902","doi":"https://doi.org/10.1007/978-3-031-49011-8_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49011-8_37","doi":"https://doi.org/10.1007/978-3-031-49011-8_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_37","pdf_url":null,"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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4389728080","display_name":"Progress in Artificial Intelligence"},"type":"conference-paper","is_traditional":true,"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/A5102592122","display_name":"Areeg Ahmed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Areeg Ahmed","raw_affiliation_strings":["Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056617731","display_name":"Shahira Shaaban Azab","orcid":"https://orcid.org/0000-0001-6903-272X","observed_orcids":["https://orcid.org/0000-0001-6903-272X"]},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Shahira Azab","raw_affiliation_strings":["Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yasser Abdelhamid","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I2801005815","display_name":"Egyptian e-Learning University","ror":"https://ror.org/045ms0x79","country_code":"EG","type":"education","lineage":["https://openalex.org/I2801005815"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yasser Abdelhamid","raw_affiliation_strings":["Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt","The Egyptian E-Learning University, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Graduate Studies for Statistical Research (FGSSR), Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"The Egyptian E-Learning University, Giza, Egypt","institution_ids":["https://openalex.org/I2801005815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102592122"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0827,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89243085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T10533","display_name":"Teaching and Learning Programming","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":9.999999747378752e-05,"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/code-generation","display_name":"code generation","score":0.7720000147819519},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7549999952316284},{"id":"https://openalex.org/keywords/natural-language-programming","display_name":"natural language programming","score":0.6940000057220459},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.5580000281333923},{"id":"https://openalex.org/keywords/boilerplate-code","display_name":"boilerplate code","score":0.8090000152587891},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5870000123977661},{"id":"https://openalex.org/keywords/python","display_name":"Python","score":1.0},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.9589999914169312},{"id":"https://openalex.org/keywords/software-productivity","display_name":"software productivity","score":0.4880000054836273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8600952625274658},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.8085006475448608},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.6420779228210449},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.633643627166748},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6251956820487976},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6196268200874329},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5871993899345398},{"id":"https://openalex.org/C121957198","wikidata":"https://www.wikidata.org/wiki/Q14365593","display_name":"KPI-driven code analysis","level":5,"score":0.5403649210929871},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5365045070648193},{"id":"https://openalex.org/C75701414","wikidata":"https://www.wikidata.org/wiki/Q1651672","display_name":"Boilerplate text","level":2,"score":0.5364710688591003},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5305633544921875},{"id":"https://openalex.org/C133237599","wikidata":"https://www.wikidata.org/wiki/Q2295111","display_name":"Code smell","level":5,"score":0.5218724012374878},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5075157880783081},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4872952699661255},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.46626242995262146},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.39910656213760376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-49011-8_37","doi":"https://doi.org/10.1007/978-3-031-49011-8_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_37","pdf_url":null,"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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2242083635","https://openalex.org/W2626778328","https://openalex.org/W2743945814","https://openalex.org/W2751448157","https://openalex.org/W2754629507","https://openalex.org/W2760265815","https://openalex.org/W2767356931","https://openalex.org/W2768572539","https://openalex.org/W2786407536","https://openalex.org/W2888557792","https://openalex.org/W2888925928","https://openalex.org/W2890431379","https://openalex.org/W2890867094","https://openalex.org/W2909969119","https://openalex.org/W2950621612","https://openalex.org/W2951173698","https://openalex.org/W2952436057","https://openalex.org/W2962724148","https://openalex.org/W2963381560","https://openalex.org/W2963617989","https://openalex.org/W2963935794","https://openalex.org/W2964254765","https://openalex.org/W2964325845","https://openalex.org/W2970004377","https://openalex.org/W2980741705","https://openalex.org/W2996820047","https://openalex.org/W2997847174","https://openalex.org/W3011075034","https://openalex.org/W3012064729","https://openalex.org/W3017094847","https://openalex.org/W3025993830","https://openalex.org/W3038202168","https://openalex.org/W3082576051","https://openalex.org/W3098605233","https://openalex.org/W3118781290","https://openalex.org/W3124842510","https://openalex.org/W3126095862","https://openalex.org/W3126675481","https://openalex.org/W3132276364","https://openalex.org/W3177813494","https://openalex.org/W3194195934","https://openalex.org/W3198326706","https://openalex.org/W3198794623","https://openalex.org/W3214561746","https://openalex.org/W4206238894","https://openalex.org/W4210354423","https://openalex.org/W4214548153","https://openalex.org/W4226277721","https://openalex.org/W4226485558","https://openalex.org/W4246691913","https://openalex.org/W4251930772","https://openalex.org/W4289792856","https://openalex.org/W4311423650","https://openalex.org/W4389980560","https://openalex.org/W4394638297","https://openalex.org/W6600577464"],"related_works":["https://openalex.org/W4323066747","https://openalex.org/W7204792246","https://openalex.org/W4401812232","https://openalex.org/W7206148818","https://openalex.org/W3126095862","https://openalex.org/W4403519989","https://openalex.org/W4393217463","https://openalex.org/W7160709713","https://openalex.org/W3081454995","https://openalex.org/W6949647518"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-12-15T00:00:00"}