{"id":"https://openalex.org/W4407639726","doi":"https://doi.org/10.1109/acit62805.2024.10876897","title":"Investigates the Impact of AI-generated Code Tools on Software Readability Code Quality Factor","display_name":"Investigates the Impact of AI-generated Code Tools on Software Readability Code Quality Factor","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4407639726","doi":"https://doi.org/10.1109/acit62805.2024.10876897"},"language":"en","primary_location":{"id":"doi:10.1109/acit62805.2024.10876897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10876897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","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/A5043301943","display_name":"Hamed Fawareh","orcid":"https://orcid.org/0000-0002-0853-3149"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Hamed Fawareh","raw_affiliation_strings":["Zarqa University,Dept. of Software Engineering,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Dept. of Software Engineering,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116296180","display_name":"Hazim M. Al-Shdaifat","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hazim M. Al-Shdaifat","raw_affiliation_strings":["Zarqa University,Dept. of Software Engineering,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Dept. of Software Engineering,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055455187","display_name":"Mohammed Al-Refai","orcid":"https://orcid.org/0000-0001-9399-6756"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Al-Refai M","raw_affiliation_strings":["Zarqa University,Dept. of Software Engineering,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Dept. of Software Engineering,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116296181","display_name":"Faid AlNoor Fawareh","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Faid AlNoor Fawareh","raw_affiliation_strings":["Zarqa University,Dept. Of Mathmitical Science,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Dept. Of Mathmitical Science,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021212267","display_name":"Mohammed Khouj","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Khouj","raw_affiliation_strings":["University of Business and Technology,Dept. of Electrical Engineering,Jeddah,Saudi Arabia,21432"],"affiliations":[{"raw_affiliation_string":"University of Business and Technology,Dept. of Electrical Engineering,Jeddah,Saudi Arabia,21432","institution_ids":["https://openalex.org/I4210165529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043301943"],"corresponding_institution_ids":["https://openalex.org/I153687341"],"apc_list":null,"apc_paid":null,"fwci":16.9501,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.9934612,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9904999732971191,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9904999732971191,"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/T10260","display_name":"Software Engineering Research","score":0.9717000126838684,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7472100853919983},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.7368624210357666},{"id":"https://openalex.org/keywords/readability","display_name":"Readability","score":0.7099813222885132},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5710451602935791},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4871799349784851},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4740302860736847},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.439035564661026},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.4243800640106201},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4196711778640747},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4151502847671509},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4059198796749115},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.26976650953292847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7472100853919983},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.7368624210357666},{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.7099813222885132},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5710451602935791},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4871799349784851},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4740302860736847},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.439035564661026},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.4243800640106201},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4196711778640747},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4151502847671509},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4059198796749115},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.26976650953292847},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit62805.2024.10876897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10876897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2969625533","https://openalex.org/W3046989849","https://openalex.org/W3152120925","https://openalex.org/W4281491639","https://openalex.org/W4281713376","https://openalex.org/W4312377883","https://openalex.org/W4321162272","https://openalex.org/W4322503461","https://openalex.org/W4364296587","https://openalex.org/W4366851162","https://openalex.org/W4388094333","https://openalex.org/W4388483527","https://openalex.org/W4388938259","https://openalex.org/W4390135028","https://openalex.org/W6852694225"],"related_works":["https://openalex.org/W2904997879","https://openalex.org/W2344367508","https://openalex.org/W2019257047","https://openalex.org/W1997548934","https://openalex.org/W2097696338","https://openalex.org/W20188161","https://openalex.org/W2969773072","https://openalex.org/W2909969119","https://openalex.org/W2129714608","https://openalex.org/W4380568682"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"has":[3],"made":[4],"great":[5],"strides":[6],"in":[7,113,145],"various":[8],"industries,":[9],"including":[10],"software":[11,36,147],"development,":[12],"with":[13,49],"tools":[14,101,136],"such":[15,68,137],"as":[16,69,138],"ChatGPT":[17,139],"changing":[18],"the":[19,30,125,146],"way":[20],"code":[21,34,41,48,51,73,91,97,111,142],"is":[22],"written,":[23],"maintained":[24],"and":[25,44,62,79,89,95,124,151],"developed.":[26],"This":[27],"study":[28],"investigates":[29],"impact":[31],"of":[32,57,127],"AI-generated":[33,47,88,110],"on":[35,39,106],"quality,":[37,143],"focusing":[38],"readability,":[40],"clarity,":[42],"complexity,":[43],"documentation.":[45],"Comparing":[46],"open-source":[50],"from":[52],"GitHub":[53],"for":[54],"three":[55],"tasks":[56,115],"varying":[58],"difficulty":[59],"(easy,":[60],"medium,":[61],"hard),":[63],"we":[64],"evaluated":[65],"key":[66],"metrics":[67],"cyclomatic":[70],"complexity":[71],"(CC),":[72],"lines,":[74],"comment":[75,122],"density,":[76],"code-to-code":[77],"ratio,":[78],"variable":[80,129],"names.":[81,130],"The":[82],"results":[83,132],"revealed":[84],"that":[85,134],"although":[86],"both":[87],"human-generated":[90],"can":[92,140],"be":[93],"concise":[94],"efficient,":[96],"generated":[98],"by":[99],"AI":[100,135],"shows":[102],"a":[103],"greater":[104],"focus":[105],"documentation":[107],"more":[108],"clearly.":[109],"especially":[112,144],"complex":[114],"showed":[116],"improved":[117],"readability":[118,150],"due":[119],"to":[120],"higher":[121],"density":[123],"use":[126],"clear":[128],"These":[131],"show":[133],"enhance":[141],"industry":[148],"where":[149],"comprehensibility":[152],"are":[153],"critical.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":31},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
