{"id":"https://openalex.org/W2036638047","doi":"https://doi.org/10.1109/educon.2015.7096047","title":"A new model for collaborative learning of programming using source code similarity detection","display_name":"A new model for collaborative learning of programming using source code similarity detection","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W2036638047","doi":"https://doi.org/10.1109/educon.2015.7096047","mag":"2036638047"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2015.7096047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2015.7096047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Engineering Education Conference (EDUCON)","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/A5018949297","display_name":"Emil Stankov","orcid":"https://orcid.org/0000-0003-4046-5227"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Emil Stankov","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045284859","display_name":"Mile Jovanov","orcid":"https://orcid.org/0000-0001-8540-7309"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Mile Jovanov","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035699729","display_name":"Bojan Kostadinov","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Bojan Kostadinov","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078572434","display_name":"Ana Madevska Bogdanova","orcid":"https://orcid.org/0000-0002-0906-3548"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ana Madevska Bogdanova","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"[Faculty of Computer Science and Engineering, Ss.Cyril and Methodius University, Skopje, Macedonia]","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76245029"],"apc_list":null,"apc_paid":null,"fwci":2.048,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89695785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"709","last_page":"715"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.989799976348877,"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/correctness","display_name":"Correctness","score":0.8385654091835022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119062185287476},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6046645641326904},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5315494537353516},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5270869135856628},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4633982479572296},{"id":"https://openalex.org/keywords/computer-programming","display_name":"Computer programming","score":0.46195366978645325},{"id":"https://openalex.org/keywords/pair-programming","display_name":"Pair programming","score":0.45055532455444336},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4484286308288574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32071971893310547},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.17676371335983276},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.17059743404388428}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8385654091835022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119062185287476},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6046645641326904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5315494537353516},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5270869135856628},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4633982479572296},{"id":"https://openalex.org/C33857546","wikidata":"https://www.wikidata.org/wiki/Q80006","display_name":"Computer programming","level":2,"score":0.46195366978645325},{"id":"https://openalex.org/C174063052","wikidata":"https://www.wikidata.org/wiki/Q607013","display_name":"Pair programming","level":4,"score":0.45055532455444336},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4484286308288574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32071971893310547},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.17676371335983276},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.17059743404388428},{"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/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2015.7096047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2015.7096047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1497798934","https://openalex.org/W2055712471","https://openalex.org/W2084000235","https://openalex.org/W2268814910","https://openalex.org/W2585203912","https://openalex.org/W6733051176"],"related_works":["https://openalex.org/W3006759238","https://openalex.org/W87097835","https://openalex.org/W1982548025","https://openalex.org/W4254802762","https://openalex.org/W4389370673","https://openalex.org/W2123205137","https://openalex.org/W2394059015","https://openalex.org/W1495795375","https://openalex.org/W2114892477","https://openalex.org/W2050654924"],"abstract_inverted_index":{"Teaching":[0],"programming":[1,6,31,70,136,155,162],"typically":[2],"requires":[3],"assessment":[4,68,117],"of":[5,26,54,69,77,124,135,145],"codes":[7,71],"submitted":[8],"by":[9],"students":[10,27,61,146],"(as":[11],"solutions":[12],"to":[13,36,74,83,98],"practice":[14],"or":[15,157],"exam":[16],"exercises).":[17],"The":[18,64],"task":[19],"becomes":[20,62],"particularly":[21],"difficult":[22],"if":[23],"the":[24,30,44,57,60,75,122,149,154],"number":[25,144],"enrolled":[28,152],"in":[29,41,50,96,102,137,148,153,159],"course":[32,156],"being":[33],"taught":[34],"increases":[35],"more":[37],"than":[38],"100":[39],"-":[40],"such":[42],"situations":[43],"evaluation":[45],"cannot":[46],"be":[47],"done":[48],"manually":[49],"a":[51,109,129,142],"reasonable":[52],"amount":[53],"time.":[55],"Furthermore,":[56],"feedback":[58],"for":[59,66,91,112,132,161],"impossible.":[63],"need":[65],"fast":[67],"has":[72],"led":[73],"development":[76],"automated":[78],"grading":[79],"systems.":[80],"As":[81],"opposed":[82],"most":[84],"systems":[85],"that":[86,125],"check":[87],"each":[88],"program's":[89],"output":[90],"some":[92],"predefined":[93],"test":[94],"cases":[95],"order":[97],"assess":[99],"its":[100],"correctness,":[101],"our":[103],"previous":[104],"work":[105],"we":[106,127],"have":[107],"introduced":[108],"new":[110,130],"model":[111,131],"semiautomatic":[113],"student":[114],"source":[115],"code":[116],"[1].":[118],"Here,":[119],"based":[120],"on":[121],"ideas":[123],"model,":[126],"propose":[128],"collaborative":[133],"learning":[134],"case":[138],"when":[139],"there":[140],"are":[141],"large":[143],"involved":[147],"system":[150],"i.e.":[151],"engaged":[158],"preparations":[160],"contests.":[163]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
