{"id":"https://openalex.org/W2979570968","doi":"https://doi.org/10.1109/jcsse.2019.8864196","title":"Identifying an original copy of the source codes in programming assignments","display_name":"Identifying an original copy of the source codes in programming assignments","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979570968","doi":"https://doi.org/10.1109/jcsse.2019.8864196","mag":"2979570968"},"language":"en","primary_location":{"id":"doi:10.1109/jcsse.2019.8864196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse.2019.8864196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Joint Conference on Computer Science and Software Engineering (JCSSE)","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/A5008060804","display_name":"Chawalit Saoban","orcid":null},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Chawalit Saoban","raw_affiliation_strings":["Faculty of Informatics, Burapha University, Chon Buri, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University, Chon Buri, Thailand","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041077116","display_name":"Sunisa Rimcharoen","orcid":"https://orcid.org/0000-0002-8827-2902"},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sunisa Rimcharoen","raw_affiliation_strings":["Faculty of Informatics, Burapha University, Chon Buri, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Burapha University, Chon Buri, Thailand","institution_ids":["https://openalex.org/I129488602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008060804"],"corresponding_institution_ids":["https://openalex.org/I129488602"],"apc_list":null,"apc_paid":null,"fwci":0.5892,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75817211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"271","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11492","display_name":"Academic integrity and plagiarism","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11492","display_name":"Academic integrity and plagiarism","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9725000262260437,"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":0.9398999810218811,"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":0.8029751777648926},{"id":"https://openalex.org/keywords/suspect","display_name":"Suspect","score":0.6913321018218994},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.674304187297821},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6244939565658569},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.5301535725593567},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49945569038391113},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4740457534790039},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.432623028755188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40352463722229004},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.266903281211853},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10049131512641907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07907193899154663},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07760825753211975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029751777648926},{"id":"https://openalex.org/C2778223634","wikidata":"https://www.wikidata.org/wiki/Q224952","display_name":"Suspect","level":2,"score":0.6913321018218994},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.674304187297821},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6244939565658569},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.5301535725593567},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49945569038391113},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4740457534790039},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.432623028755188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40352463722229004},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.266903281211853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10049131512641907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07907193899154663},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07760825753211975},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcsse.2019.8864196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse.2019.8864196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Joint Conference on Computer Science and Software Engineering (JCSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1588412141","https://openalex.org/W1971922616","https://openalex.org/W2111295912","https://openalex.org/W2113975551","https://openalex.org/W2146659255","https://openalex.org/W2184952243","https://openalex.org/W2328261780","https://openalex.org/W2906174781","https://openalex.org/W2906891466","https://openalex.org/W2921168655","https://openalex.org/W2963571376","https://openalex.org/W6635120984","https://openalex.org/W6676685093","https://openalex.org/W6681648988","https://openalex.org/W6686208030"],"related_works":["https://openalex.org/W32857858","https://openalex.org/W1547259125","https://openalex.org/W222613723","https://openalex.org/W1497816455","https://openalex.org/W2116808107","https://openalex.org/W2951005127","https://openalex.org/W3022898433","https://openalex.org/W1975671561","https://openalex.org/W2784156548","https://openalex.org/W2166267692","https://openalex.org/W70092048","https://openalex.org/W2772800782","https://openalex.org/W2006541830","https://openalex.org/W2788724289","https://openalex.org/W1537637778","https://openalex.org/W53152997","https://openalex.org/W2508507629","https://openalex.org/W227363676","https://openalex.org/W2465463305","https://openalex.org/W2804829712"],"abstract_inverted_index":{"Source-code":[0],"plagiarism":[1,63],"in":[2,17,151],"programming":[3,99],"assignments":[4],"is":[5,35,53],"a":[6,54],"serious":[7],"issue.":[8],"It":[9,37,145],"can":[10],"lead":[11],"to":[12,60,67,78,98,106,115],"bad":[13],"consequences":[14],"of":[15,47,83,149],"students":[16,68],"personal":[18],"and":[19,51,64,101,131],"professional":[20],"life.":[21],"Students":[22],"who":[23,44,69],"copy":[24,50,82],"someone":[25,52],"else's":[26],"source-code":[27],"did":[28,70],"not":[29],"learn":[30],"anything.":[31],"This":[32,72],"improper":[33],"behavior":[34],"unacceptable.":[36],"would":[38],"be":[39],"useful":[40],"if":[41],"teachers":[42],"know":[43],"the":[45,48,62,76,80,84,88,108,117,139,147],"owner":[46],"original":[49,81],"copier.":[55],"They":[56],"may":[57],"employ":[58],"strategies":[59],"prevent":[61],"give":[65],"advice":[66],"wrong.":[71],"paper,":[73],"therefore,":[74],"proposes":[75],"methodology":[77],"identify":[79],"source":[85],"codes":[86],"among":[87],"plagiarized":[89],"programs.":[90],"The":[91,134],"data":[92,103],"are":[93,104],"collected":[94],"from":[95],"an":[96],"introduction":[97],"course":[100],"some":[102],"generated":[105],"test":[107],"algorithms.":[109],"We":[110],"use":[111],"six":[112],"classification":[113],"techniques":[114],"classify":[116],"suspect":[118],"programs":[119],"i.e.":[120],"Decision":[121],"Tree,":[122,124],"REP":[123],"Random":[125],"Forest,":[126],"Neural":[127],"Network,":[128],"K-nearest":[129],"Neighbor,":[130],"Naive":[132],"Bayes.":[133],"experimental":[135],"results":[136],"show":[137],"that":[138],"decision":[140],"tree":[141],"algorithm":[142],"performs":[143],"best.":[144],"yields":[146],"accuracy":[148],"82.61%":[150],"testing.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}