{"id":"https://openalex.org/W4246032972","doi":"https://doi.org/10.1109/icse.2013.6606642","title":"Reducing human effort and improving quality in peer code reviews using automatic static analysis and reviewer recommendation","display_name":"Reducing human effort and improving quality in peer code reviews using automatic static analysis and reviewer recommendation","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W4246032972","doi":"https://doi.org/10.1109/icse.2013.6606642","mag":"2151979607"},"language":"en","primary_location":{"id":"doi:10.1109/icse.2013.6606642","doi":"https://doi.org/10.1109/icse.2013.6606642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2013.6606642","pdf_url":null,"source":{"id":"https://openalex.org/S4210203175","display_name":"ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)","issn_l":"0270-5257","issn":["0270-5257","1558-1225"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th International Conference on Software Engineering (ICSE)","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/A5054219971","display_name":"Vipin Balachandran","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4391768063","display_name":"VMware (United States)","ror":"https://ror.org/01mwmh458","country_code":"US","type":"company","lineage":["https://openalex.org/I4391768063"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vipin Balachandran","raw_affiliation_strings":["VMware, Inc., Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VMware, Inc., Bangalore, India","institution_ids":["https://openalex.org/I4391768063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054219971"],"corresponding_institution_ids":["https://openalex.org/I4391768063"],"apc_list":null,"apc_paid":null,"fwci":9.1542,"has_fulltext":false,"cited_by_count":253,"citation_normalized_percentile":{"value":0.98745322,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"931","last_page":"940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9848999977111816,"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":0.9848999977111816,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.014100000262260437,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.000699999975040555,"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-review","display_name":"code review","score":0.9940000176429749},{"id":"https://openalex.org/keywords/static-analysis","display_name":"static analysis","score":0.6850000023841858},{"id":"https://openalex.org/keywords/reviewer-recommendation","display_name":"reviewer recommendation","score":0.7680000066757202},{"id":"https://openalex.org/keywords/defect-patterns","display_name":"defect patterns","score":0.609000027179718},{"id":"https://openalex.org/keywords/developer-feedback","display_name":"developer feedback","score":0.7039999961853027},{"id":"https://openalex.org/keywords/change-history","display_name":"change history","score":0.6489999890327454},{"id":"https://openalex.org/keywords/software-quality","display_name":"software quality","score":0.5830000042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853556215763092},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.8438730239868164},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.6079145669937134},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5853148102760315},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5706372261047363},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.545853853225708},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.5395547151565552},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.533791184425354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.530627965927124},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4918506145477295},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4877775311470032},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.48494580388069153},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3624677062034607},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.26381716132164},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.216558575630188},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icse.2013.6606642","doi":"https://doi.org/10.1109/icse.2013.6606642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2013.6606642","pdf_url":null,"source":{"id":"https://openalex.org/S4210203175","display_name":"ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)","issn_l":"0270-5257","issn":["0270-5257","1558-1225"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th International Conference on Software Engineering (ICSE)","raw_type":"proceedings-article"},{"id":"mag:2151979607","doi":null,"is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/6606642/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Software Engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W12384842","https://openalex.org/W162310774","https://openalex.org/W1541063262","https://openalex.org/W1546884423","https://openalex.org/W1651395156","https://openalex.org/W1986453394","https://openalex.org/W1999784982","https://openalex.org/W2079317829","https://openalex.org/W2083882002","https://openalex.org/W2095824036","https://openalex.org/W2131195907","https://openalex.org/W2157470628","https://openalex.org/W2400592567","https://openalex.org/W2502442987","https://openalex.org/W3109483001","https://openalex.org/W3142482686","https://openalex.org/W4298072015"],"related_works":["https://openalex.org/W2769453414","https://openalex.org/W6958824371","https://openalex.org/W2070834360","https://openalex.org/W7214580518","https://openalex.org/W2206096527","https://openalex.org/W2344367508","https://openalex.org/W7160851614","https://openalex.org/W4403536762","https://openalex.org/W3014370431","https://openalex.org/W2796146415"],"abstract_inverted_index":{"Peer":[0],"code":[1,12,19,44,89,117,125,176,199],"review":[2,13,90,118,177],"is":[3,14,32,51,153,178,209,216],"a":[4,15,33,75,106,131,220],"cost-effective":[5],"software":[6],"defect":[7,68],"detection":[8],"technique.":[9],"Tool":[10],"assisted":[11,175],"form":[16],"of":[17,28,36,83,96,124,133,146,156,166,181,197,213],"peer":[18],"review,":[20],"which":[21,161,215],"can":[22,120],"improve":[23,121],"both":[24],"quality":[25,123],"and":[26,66],"quantity":[27],"reviews.":[29,45],"However,":[30],"there":[31],"significant":[34],"amount":[35],"human":[37,56],"effort":[38,57],"involved":[39],"even":[40],"in":[41,164,210],"tool":[42,76,174],"based":[43,193,223],"Using":[46],"static":[47,85,98,113],"analysis":[48,86,99,114],"tools,":[49],"it":[50],"possible":[52],"to":[53,101,143],"reduce":[54],"the":[55,60,81,88,122,140,148,158,179,206,211],"by":[58,189],"automating":[59],"checks":[61],"for":[62,80,130],"coding":[63],"standard":[64],"violations":[65],"common":[67],"patterns.":[69],"Towards":[70],"this":[71,187],"goal,":[72],"we":[73,109],"propose":[74],"called":[77],"Review":[78,92,184],"Bot":[79,93,185],"integration":[82],"automatic":[84,136],"with":[87,116,173],"process.":[91],"uses":[94],"output":[95],"multiple":[97],"tools":[100,115],"publish":[102],"reviews":[103,137],"automatically.":[104],"Through":[105],"user":[107],"study,":[108],"show":[110,204],"that":[111,139,205],"integrating":[112],"process":[119],"review.":[126],"The":[127],"developer":[128],"feedback":[129],"subset":[132],"comments":[134,160],"from":[135],"shows":[138],"developers":[141],"agree":[142],"fix":[144],"93%":[145],"all":[147,157],"automatically":[149],"generated":[150],"comments.":[151],"There":[152],"only":[154],"14.71%":[155],"accepted":[159],"need":[162],"improvements":[163],"terms":[165],"priority,":[167],"comment":[168],"message,":[169],"etc.":[170],"Another":[171],"problem":[172,188],"assignment":[180],"appropriate":[182],"reviewers.":[183],"solves":[186],"generating":[190],"reviewer":[191],"recommendations":[192],"on":[194,224],"change":[195,226],"history":[196],"source":[198],"lines.":[200],"Our":[201],"experimental":[202],"results":[203],"recommendation":[207],"accuracy":[208],"range":[212],"60%-92%,":[214],"significantly":[217],"better":[218],"than":[219],"comparable":[221],"method":[222],"file":[225],"history.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-05-12T00:00:00"}
