{"id":"https://openalex.org/W2922054248","doi":"https://doi.org/10.1109/saner.2019.8668037","title":"Deep Review Sharing","display_name":"Deep Review Sharing","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2922054248","doi":"https://doi.org/10.1109/saner.2019.8668037","mag":"2922054248"},"language":"en","primary_location":{"id":"doi:10.1109/saner.2019.8668037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2019.8668037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049695954","display_name":"Chenkai Guo","orcid":"https://orcid.org/0000-0003-1510-6548"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenkai Guo","raw_affiliation_strings":["Department of Computer Science, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071135787","display_name":"Dengrong Huang","orcid":"https://orcid.org/0000-0003-0501-9037"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengrong Huang","raw_affiliation_strings":["Department of Computer Science, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042509488","display_name":"Naipeng Dong","orcid":"https://orcid.org/0000-0002-8248-3362"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Naipeng Dong","raw_affiliation_strings":["Department of Computing, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031528336","display_name":"Quanqi Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Quanqi Ye","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore","institution_ids":["https://openalex.org/I4210108443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042066408","display_name":"Jing Xu","orcid":"https://orcid.org/0000-0001-8532-2241"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xu","raw_affiliation_strings":["Department of Artificial Intelligence, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067134721","display_name":"Yaqing Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqing Fan","raw_affiliation_strings":["Department of Computer Science, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102991335","display_name":"Hui Yang","orcid":"https://orcid.org/0000-0002-0963-5980"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["Department of Computer Science, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067206559","display_name":"Yifan Xu","orcid":"https://orcid.org/0000-0003-1591-0384"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Xu","raw_affiliation_strings":["Department of Computer Science, Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"72"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9991999864578247,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7965582609176636},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7662987112998962},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7115280032157898},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.5972121953964233},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5190949440002441},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.510536789894104},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5072590708732605},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.47206905484199524},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46073266863822937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4389733076095581},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.41556206345558167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3768291473388672},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37102892994880676},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.25373801589012146},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.24562659859657288},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13357451558113098},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11786940693855286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965582609176636},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7662987112998962},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7115280032157898},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5972121953964233},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5190949440002441},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.510536789894104},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5072590708732605},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.47206905484199524},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46073266863822937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4389733076095581},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.41556206345558167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3768291473388672},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37102892994880676},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.25373801589012146},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.24562659859657288},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13357451558113098},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11786940693855286},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/saner.2019.8668037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2019.8668037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:d4d6906","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336756","display_name":"Tianjin Science and Technology Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1485912969","https://openalex.org/W1593203335","https://openalex.org/W1660390307","https://openalex.org/W1832693441","https://openalex.org/W1881604308","https://openalex.org/W1904365287","https://openalex.org/W1984561845","https://openalex.org/W1985947101","https://openalex.org/W1997358723","https://openalex.org/W2014116953","https://openalex.org/W2018389835","https://openalex.org/W2049461910","https://openalex.org/W2065053490","https://openalex.org/W2088479623","https://openalex.org/W2096491586","https://openalex.org/W2104301886","https://openalex.org/W2105400090","https://openalex.org/W2107697055","https://openalex.org/W2109943392","https://openalex.org/W2112143630","https://openalex.org/W2113500796","https://openalex.org/W2118024368","https://openalex.org/W2125260159","https://openalex.org/W2127637733","https://openalex.org/W2128698639","https://openalex.org/W2128782367","https://openalex.org/W2131571251","https://openalex.org/W2137955320","https://openalex.org/W2138756793","https://openalex.org/W2144344516","https://openalex.org/W2153579005","https://openalex.org/W2157532207","https://openalex.org/W2165739648","https://openalex.org/W2166278331","https://openalex.org/W2247907802","https://openalex.org/W2249980257","https://openalex.org/W2282866165","https://openalex.org/W2286236884","https://openalex.org/W2394877584","https://openalex.org/W2402619042","https://openalex.org/W2511803001","https://openalex.org/W2512602240","https://openalex.org/W2513738415","https://openalex.org/W2608179060","https://openalex.org/W2618807062","https://openalex.org/W2619465136","https://openalex.org/W2736762043","https://openalex.org/W2741705590","https://openalex.org/W2767717989","https://openalex.org/W2794601162","https://openalex.org/W2794744252","https://openalex.org/W2794908093","https://openalex.org/W2807866521","https://openalex.org/W2883359218","https://openalex.org/W2884659160","https://openalex.org/W2962724148","https://openalex.org/W2962894772","https://openalex.org/W2962995178","https://openalex.org/W2963371736","https://openalex.org/W3105535951","https://openalex.org/W4245415816","https://openalex.org/W4250687526","https://openalex.org/W4294170691","https://openalex.org/W4300212670","https://openalex.org/W4301168982","https://openalex.org/W6629247470","https://openalex.org/W6639222365","https://openalex.org/W6640036494","https://openalex.org/W6682691769","https://openalex.org/W6692071231","https://openalex.org/W6695202613","https://openalex.org/W6738396481","https://openalex.org/W6740982303"],"related_works":["https://openalex.org/W4386541577","https://openalex.org/W2904997879","https://openalex.org/W2344367508","https://openalex.org/W1997548934","https://openalex.org/W2097696338","https://openalex.org/W20188161","https://openalex.org/W4389600167","https://openalex.org/W2969773072","https://openalex.org/W2909969119","https://openalex.org/W4285169523"],"abstract_inverted_index":{"Review-Based":[0],"Software":[1],"Improvement":[2],"(RBSI":[3],"for":[4,31,44,86,135],"short)":[5],"has":[6],"drawn":[7],"increasing":[8],"research":[9,58],"attentions":[10],"in":[11],"recent":[12],"years.":[13],"Relevant":[14],"efforts":[15,36],"focus":[16],"on":[17,171],"how":[18],"to":[19,26,74,81,92,111,146],"leverage":[20],"the":[21,38,49,53,61,71,76,113,148,178],"underlying":[22],"information":[23],"within":[24],"reviews":[25,91],"obtain":[27],"a":[28,83,128,142,154],"better":[29],"guidance":[30],"further":[32],"updating.":[33],"However,":[34],"few":[35],"consider":[37],"Projects":[39],"Without":[40],"sufficient":[41],"Reviews":[42],"(PWR":[43],"short).":[45],"Actually,":[46],"PWR":[47],"dominates":[48],"software":[50],"projects,":[51],"and":[52,89,106,126,160,187],"lack":[54],"of":[55,63,102,173,180],"PWR-based":[56],"RBSI":[57],"severely":[59],"blocks":[60],"improvement":[62],"certain":[64],"software.":[65],"In":[66,109],"this":[67,97],"paper,":[68],"we":[69,99,116,140],"make":[70],"first":[72],"attempt":[73],"pave":[75],"road.":[77],"Our":[78],"goal":[79],"is":[80],"establish":[82],"generic":[84],"framework":[85],"sharing":[87,114,137,149,157],"suitable":[88],"informative":[90],"arbitrary":[93],"PWR.":[94],"To":[95],"achieve":[96],"goal,":[98],"exploit":[100],"techniques":[101],"code":[103,175],"clone":[104,124,132],"detection":[105],"review":[107,156],"ranking.":[108],"order":[110],"improve":[112],"precision,":[115],"introduce":[117],"Convolutional":[118],"Neural":[119],"Network":[120],"(CNN)":[121],"into":[122],"our":[123,136,166],"detection,":[125],"design":[127],"novel":[129],"CNN":[130],"based":[131],"searching":[133],"module":[134],"system.":[138],"Meanwhile,":[139],"adopt":[141],"heuristic":[143],"filtering":[144],"strategy":[145],"reduce":[147],"time":[150],"cost.":[151],"We":[152],"implement":[153],"prototype":[155],"system":[158],"RSharer":[159,182],"collect":[161],"72,440":[162],"code-review":[163],"pairs":[164],"as":[165],"ground":[167],"knowledge.":[168],"Empirical":[169],"experiments":[170],"hundreds":[172],"real":[174],"fragments":[176],"verify":[177],"effectiveness":[179],"RSharer.":[181],"also":[183],"achieves":[184],"positive":[185],"response":[186],"evaluation":[188],"by":[189],"expert":[190],"developers.":[191]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}