{"id":"https://openalex.org/W4366377469","doi":"https://doi.org/10.1109/iciscois56541.2023.10100539","title":"Comment Generator for Java using Deep Learning","display_name":"Comment Generator for Java using Deep Learning","publication_year":2023,"publication_date":"2023-02-09","ids":{"openalex":"https://openalex.org/W4366377469","doi":"https://doi.org/10.1109/iciscois56541.2023.10100539"},"language":"en","primary_location":{"id":"doi:10.1109/iciscois56541.2023.10100539","doi":"https://doi.org/10.1109/iciscois56541.2023.10100539","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iciscois56541.2023.10100539","pdf_url":null,"source":{"id":"https://openalex.org/S7407088933","display_name":"International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS)","raw_type":"proceedings-article"},"volume":null,"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/A5010047311","display_name":"S. Saranya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Saranya","raw_affiliation_strings":["Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4405262155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101960022","display_name":"S. Kiruthika Devi","orcid":"https://orcid.org/0009-0003-8722-7901","observed_orcids":["https://orcid.org/0009-0003-8722-7901"]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Devi","raw_affiliation_strings":["Coimbatore Institute of Technology,Department of Information Technology,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coimbatore Institute of Technology,Department of Information Technology,Coimbatore,India","institution_ids":["https://openalex.org/I4405262155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017891590","display_name":"R. M. Suruthi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R.M. Suruthi","raw_affiliation_strings":["Coimbatore Institute of Technology,Department of Artificial Intelligence and Data Science,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coimbatore Institute of Technology,Department of Artificial Intelligence and Data Science,Coimbatore,India","institution_ids":["https://openalex.org/I4405262155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038570385","display_name":"M Naveenkumar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naveenkumar M","raw_affiliation_strings":["Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4405262155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067455495","display_name":"B Sethubharathi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262155","display_name":"Coimbatore Institute of Technology","ror":"https://ror.org/01nsshk90","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sethubharathi B","raw_affiliation_strings":["Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coimbatore Institute of Technology,Department of Computer Science and Engineering,Coimbatore,India","institution_ids":["https://openalex.org/I4405262155"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405262155"],"apc_list":null,"apc_paid":null,"fwci":0.1893,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32624544,"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":"50","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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/T10028","display_name":"Topic Modeling","score":0.0,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.6710000038146973},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5809999704360962},{"id":"https://openalex.org/keywords/code-readability","display_name":"code readability","score":0.546999990940094},{"id":"https://openalex.org/keywords/developer-onboarding","display_name":"developer onboarding","score":0.6700000166893005},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"program comprehension","score":0.527999997138977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7740334272384644},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.7202187776565552},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.520611047744751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45074963569641113},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.35022062063217163},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.07842075824737549},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06189289689064026},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciscois56541.2023.10100539","doi":"https://doi.org/10.1109/iciscois56541.2023.10100539","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iciscois56541.2023.10100539","pdf_url":null,"source":{"id":"https://openalex.org/S7407088933","display_name":"International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W311101063","https://openalex.org/W1996878879","https://openalex.org/W2884276923","https://openalex.org/W2892341857","https://openalex.org/W2921792613","https://openalex.org/W2949297108","https://openalex.org/W2963381560","https://openalex.org/W2964268484","https://openalex.org/W3041304706","https://openalex.org/W4281295413","https://openalex.org/W4282927279","https://openalex.org/W4295846679"],"related_works":["https://openalex.org/W2884276923","https://openalex.org/W3099640733","https://openalex.org/W2949297108","https://openalex.org/W4412388401","https://openalex.org/W4224298690","https://openalex.org/W4406140078","https://openalex.org/W7133509908","https://openalex.org/W4411360052","https://openalex.org/W4396668231","https://openalex.org/W2972710376"],"abstract_inverted_index":{"Working":[0],"on":[1,30,88],"a":[2,26,34,44,75,93,100,116,147,151,154,166,172],"project":[3,32,149],"is":[4,68,80],"simple":[5],"until":[6],"we":[7],"are":[8],"the":[9,17,22,50,56,66,84,121],"only":[10],"ones":[11],"involved":[12],"and":[13,19,54,86,114,140,163],"know":[14],"all":[15],"of":[16,37,110,127,175],"modules":[18],"processes.":[20],"However,":[21],"issue":[23],"occurs":[24],"when":[25,40],"fresh":[27],"developer":[28],"works":[29],"your":[31,107],"after":[33],"lengthy":[35],"period":[36],"time":[38,164],"or":[39,153],"you":[41,47],"work":[42],"in":[43,133,146],"team.":[45],"If":[46],"don't":[48],"provide":[49],"appropriate":[51],"comments,":[52],"reading":[53,72],"comprehending":[55],"code":[57,67,85,111],"becomes":[58],"significantly":[59],"more":[60],"difficult.":[61],"We":[62,91],"can't":[63],"tell":[64],"what":[65],"doing":[69],"just":[70],"by":[71,150],"it.":[73],"As":[74],"result,":[76],"providing":[77],"useful":[78],"comments":[79,98],"critical":[81],"to":[82,95,156,165],"understanding":[83],"working":[87],"it":[89],"further.":[90],"present":[92],"technique":[94],"generate":[96],"automated":[97],"using":[99],"deep":[101],"learning":[102],"model":[103,123,170],"that":[104],"will":[105],"take":[106],"whole":[108],"block":[109],"as":[112,137],"input":[113],"produce":[115],"relevant":[117],"remark.":[118],"With":[119],"Java,":[120],"suggested":[122],"achieves":[124],"an":[125],"accuracy":[126],"roughly":[128],"75%.":[129],"This":[130,142],"may":[131,143],"differ":[132],"other":[134],"languages":[135],"such":[136],"Python,":[138],"Go,":[139],"Javascript.":[141],"be":[144],"utilized":[145],"large":[148,167],"person":[152],"firm":[155],"easily":[157],"collect":[158],"opinions,":[159],"reducing":[160],"human":[161],"labor":[162],"amount.":[168],"The":[169],"has":[171],"BLEU":[173],"score":[174],"65":[176],"percent.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-04-21T00:00:00"}