{"id":"https://openalex.org/W3097629104","doi":"https://doi.org/10.1109/coginfocom50765.2020.9237896","title":"Cognitive Code Quality Improvement with Pattern Recognition and Recommendation by Examples","display_name":"Cognitive Code Quality Improvement with Pattern Recognition and Recommendation by Examples","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3097629104","doi":"https://doi.org/10.1109/coginfocom50765.2020.9237896","mag":"3097629104"},"language":"en","primary_location":{"id":"doi:10.1109/coginfocom50765.2020.9237896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom50765.2020.9237896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","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/A5085867059","display_name":"M\u00e1rk Danisovszky","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mark Danisovszky","raw_affiliation_strings":["InnovITech Ltd"],"affiliations":[{"raw_affiliation_string":"InnovITech Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021202537","display_name":"Attila Adamk\u00f3","orcid":"https://orcid.org/0000-0003-4124-0126"},"institutions":[{"id":"https://openalex.org/I132735039","display_name":"University of Debrecen","ror":"https://ror.org/02xf66n48","country_code":"HU","type":"education","lineage":["https://openalex.org/I132735039"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Attila Adamko","raw_affiliation_strings":["University of Debrecen"],"affiliations":[{"raw_affiliation_string":"University of Debrecen","institution_ids":["https://openalex.org/I132735039"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086797503","display_name":"Imre Baj\u00e1k","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Imre Bajak","raw_affiliation_strings":["InnovITech Ltd"],"affiliations":[{"raw_affiliation_string":"InnovITech Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008365133","display_name":"Kriszti\u00e1n Kusper","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krisztian Kusper","raw_affiliation_strings":["InnovITech Ltd"],"affiliations":[{"raw_affiliation_string":"InnovITech Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023952037","display_name":"Szabolcs M\u00e1rien","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Szabolcs Marien","raw_affiliation_strings":["InnovITech Ltd"],"affiliations":[{"raw_affiliation_string":"InnovITech Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078475872","display_name":"G\u00e1bor Kusper","orcid":"https://orcid.org/0000-0001-6969-1629"},"institutions":[{"id":"https://openalex.org/I120832542","display_name":"Eszterhazy Karoly Catholic University","ror":"https://ror.org/004gfgx38","country_code":"HU","type":"education","lineage":["https://openalex.org/I120832542"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gabor Kusper","raw_affiliation_strings":["Eszterhazy Karoly University"],"affiliations":[{"raw_affiliation_string":"Eszterhazy Karoly University","institution_ids":["https://openalex.org/I120832542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085867059"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20909972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":null,"first_page":"000359","last_page":"000364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9979000091552734,"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":0.9979000091552734,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9957000017166138,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.991599977016449,"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/code-refactoring","display_name":"Code refactoring","score":0.9647200107574463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.810104489326477},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6774889826774597},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6392536759376526},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5542880892753601},{"id":"https://openalex.org/keywords/code-smell","display_name":"Code smell","score":0.5407251715660095},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.537132203578949},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.49194571375846863},{"id":"https://openalex.org/keywords/software-design-pattern","display_name":"Software design pattern","score":0.45291540026664734},{"id":"https://openalex.org/keywords/object-code","display_name":"Object code","score":0.4197227358818054},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.4174092411994934},{"id":"https://openalex.org/keywords/program-transformation","display_name":"Program transformation","score":0.4144379794597626},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.411374568939209},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36513984203338623},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.2544264793395996},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.17559781670570374},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.153285950422287},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.13061091303825378},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08674535155296326}],"concepts":[{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.9647200107574463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.810104489326477},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6774889826774597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6392536759376526},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5542880892753601},{"id":"https://openalex.org/C133237599","wikidata":"https://www.wikidata.org/wiki/Q2295111","display_name":"Code smell","level":5,"score":0.5407251715660095},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.537132203578949},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.49194571375846863},{"id":"https://openalex.org/C146054899","wikidata":"https://www.wikidata.org/wiki/Q181156","display_name":"Software design pattern","level":3,"score":0.45291540026664734},{"id":"https://openalex.org/C154526789","wikidata":"https://www.wikidata.org/wiki/Q157965","display_name":"Object code","level":4,"score":0.4197227358818054},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4174092411994934},{"id":"https://openalex.org/C2778361913","wikidata":"https://www.wikidata.org/wiki/Q7248437","display_name":"Program transformation","level":2,"score":0.4144379794597626},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.411374568939209},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36513984203338623},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.2544264793395996},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.17559781670570374},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.153285950422287},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.13061091303825378},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08674535155296326},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginfocom50765.2020.9237896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom50765.2020.9237896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1507539036","https://openalex.org/W1649645444","https://openalex.org/W1996974848","https://openalex.org/W2111698415","https://openalex.org/W2185859000","https://openalex.org/W2489337720","https://openalex.org/W2592886873","https://openalex.org/W2747186544","https://openalex.org/W2752455916","https://openalex.org/W3025855630","https://openalex.org/W4254227116","https://openalex.org/W6649639798","https://openalex.org/W6686508619"],"related_works":["https://openalex.org/W2942796967","https://openalex.org/W4243591247","https://openalex.org/W4382562158","https://openalex.org/W2466744397","https://openalex.org/W880065844","https://openalex.org/W4386457009","https://openalex.org/W3153394910","https://openalex.org/W2106013472","https://openalex.org/W4384026574","https://openalex.org/W3016705130"],"abstract_inverted_index":{"Several":[0],"groups":[1],"work":[2,86,102,124],"on":[3,103],"automated":[4,9,105],"design":[5,78,106,129],"pattern":[6,107],"recognition":[7],"or":[8],"refactoring.":[10],"The":[11,152],"goal":[12],"of":[13],"our":[14],"paper":[15],"is":[16,54,82,87,114],"to":[17,35,143],"present":[18],"examples":[19,32,126],"for":[20,117,127],"ugly":[21,43,51,73,118,146],"program":[22,153],"code":[23,44,47,52,63,121,147],"and":[24,37,45,80,119,136],"its":[25],"transformation":[26],"into":[27,148],"a":[28,77,97,115,149],"pretty":[29,46,120,150],"version.":[30],"These":[31],"are":[33,155],"useful":[34],"test":[36],"teach":[38],"their":[39],"systems.":[40],"What":[41],"does":[42],"mean?":[48],"In":[49],"an":[50,104],"there":[53,81,113],"redundancy,":[55],"which":[56],"means":[57,64],"that":[58,65,92,112],"we":[59,93,101,110],"have":[60],"anomalies.":[61],"Pretty":[62],"it":[66,75],"has":[67],"the":[68,72,90,128,145],"same":[69],"functionality":[70],"as":[71],"one,":[74],"follows":[76],"pattern,":[79],"no":[83],"redundancy.":[84],"Our":[85],"motivated":[88],"by":[89],"fact,":[91],"could":[94],"not":[95,140],"find":[96],"similar":[98],"work,":[99],"although,":[100],"tool,":[108],"so":[109],"think":[111],"need":[116],"examples.":[122],"This":[123],"contains":[125],"patterns:":[130],"Null":[131],"Object,":[132],"Template":[133],"Method,":[134],"State,":[135],"Strategy.":[137],"We":[138],"do":[139],"discuss":[141],"how":[142],"refactor":[144],"one.":[151],"codes":[154],"presented":[156],"in":[157],"Java.":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}