{"id":"https://openalex.org/W3045562919","doi":"https://doi.org/10.1109/iwcmc48107.2020.9148302","title":"A Novel Code Stylometry-based Code Clone Detection Strategy","display_name":"A Novel Code Stylometry-based Code Clone Detection Strategy","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045562919","doi":"https://doi.org/10.1109/iwcmc48107.2020.9148302","mag":"3045562919"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc48107.2020.9148302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc48107.2020.9148302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Wireless Communications and Mobile Computing (IWCMC)","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/A5100297525","display_name":"Wenyuan Dong","orcid":"https://orcid.org/0000-0001-7645-9342"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyuan Dong","raw_affiliation_strings":["Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074214393","display_name":"Zhiyong Feng","orcid":"https://orcid.org/0000-0001-5322-222X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyong Feng","raw_affiliation_strings":["Dongfang Middle School, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Dongfang Middle School, Shandong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026235678","display_name":"Wei Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Wei","raw_affiliation_strings":["Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010337399","display_name":"Hong Luo","orcid":"https://orcid.org/0000-0002-0672-3440"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Luo","raw_affiliation_strings":["Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Telecomm, Software and Multimedia Beijing University of Posts and Telecomm, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100297525"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.8007,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8014586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1516","last_page":"1521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9908000230789185,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9702000021934509,"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/computer-science","display_name":"Computer science","score":0.8153024315834045},{"id":"https://openalex.org/keywords/stylometry","display_name":"Stylometry","score":0.7004411220550537},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6342816352844238},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5916697978973389},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.5544040203094482},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5149703621864319},{"id":"https://openalex.org/keywords/plagiarism-detection","display_name":"Plagiarism detection","score":0.48670652508735657},{"id":"https://openalex.org/keywords/redundant-code","display_name":"Redundant code","score":0.47707974910736084},{"id":"https://openalex.org/keywords/cloning","display_name":"Cloning (programming)","score":0.4127941131591797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38252073526382446},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33366158604621887},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.2826511859893799}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8153024315834045},{"id":"https://openalex.org/C11192451","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Stylometry","level":2,"score":0.7004411220550537},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6342816352844238},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5916697978973389},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.5544040203094482},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5149703621864319},{"id":"https://openalex.org/C2780907237","wikidata":"https://www.wikidata.org/wiki/Q2986238","display_name":"Plagiarism detection","level":2,"score":0.48670652508735657},{"id":"https://openalex.org/C151578736","wikidata":"https://www.wikidata.org/wiki/Q1251793","display_name":"Redundant code","level":4,"score":0.47707974910736084},{"id":"https://openalex.org/C121050878","wikidata":"https://www.wikidata.org/wiki/Q5135020","display_name":"Cloning (programming)","level":2,"score":0.4127941131591797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38252073526382446},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33366158604621887},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.2826511859893799},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc48107.2020.9148302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc48107.2020.9148302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6399999856948853,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W71795751","https://openalex.org/W1463623766","https://openalex.org/W2003889154","https://openalex.org/W2111295912","https://openalex.org/W2128782367","https://openalex.org/W2298313545","https://openalex.org/W2894923858","https://openalex.org/W4301168982","https://openalex.org/W6602989467","https://openalex.org/W6697318023"],"related_works":["https://openalex.org/W3127553152","https://openalex.org/W3002459461","https://openalex.org/W3173165160","https://openalex.org/W3127649977","https://openalex.org/W4287331153","https://openalex.org/W4224015079","https://openalex.org/W2100097978","https://openalex.org/W2914826750","https://openalex.org/W2155491649","https://openalex.org/W4310584123"],"abstract_inverted_index":{"Program":[0],"similarity-based":[1],"detection":[2,52,153],"can":[3,120],"be":[4],"used":[5,74],"to":[6,24,58,75,109,179],"discover":[7],"potential":[8],"code":[9,27,42,55,64,84,98,114,143],"cloning":[10],"issues.":[11],"However,":[12],"just":[13],"based":[14,67,134],"on":[15,68,135],"the":[16,19,39,63,69,83,93,96,100,104,107,123,150,167,170],"similarity":[17,34,51,94,127,144],"of":[18,41,79,125,152,169],"program,":[20],"it":[21],"is":[22,73,86,113,173,176],"difficult":[23],"accurately":[25],"identify":[26,76],"clones":[28],"with":[29,54],"modified":[30],"syntax":[31],"and":[32,99,161],"program":[33,50,101,126],"does":[35],"not":[36,87],"directly":[37],"reflect":[38],"possibility":[40],"plagiarism.":[43],"In":[44,116],"this":[45,60,89,117],"paper,":[46],"we":[47,91,119],"propose":[48,130],"a":[49,77,131],"strategy":[53],"stylometry":[56,65],"matcher":[57],"solve":[59],"problem.":[61],"Firstly,":[62],"model":[66,147],"random":[70],"forest":[71],"classifier":[72],"list":[78,108],"possible":[80],"authors.":[81],"If":[82],"submitter":[85],"in":[88,106],"list,":[90],"analyze":[92],"between":[95],"submitted":[97,102],"by":[103,154],"author":[105],"determine":[110],"whether":[111],"there":[112],"cloning.":[115],"way,":[118],"effectively":[121,148],"reduce":[122],"complexity":[124],"comparison.":[128],"We":[129],"PBCS":[132],"method":[133,172],"parallel":[136],"Bidirectional":[137],"Long":[138],"Short-Term(Bi-Lstm)":[139],"Memory":[140],"network":[141],"for":[142],"detection.":[145],"This":[146],"improves":[149],"accuracy":[151],"supervising":[155],"deep":[156],"features":[157],"extracted":[158],"from":[159],"AST":[160],"token.":[162],"Experimental":[163],"results":[164],"show":[165],"that":[166],"recall":[168],"proposed":[171],"84%,":[174],"which":[175],"improved":[177],"compared":[178],"other":[180],"methods.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
