{"id":"https://openalex.org/W3175667290","doi":"https://doi.org/10.1109/educon46332.2021.9453889","title":"Revisit of Automated Marking Techniques for Programming Assignments","display_name":"Revisit of Automated Marking Techniques for Programming Assignments","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3175667290","doi":"https://doi.org/10.1109/educon46332.2021.9453889","mag":"3175667290"},"language":"en","primary_location":{"id":"doi:10.1109/educon46332.2021.9453889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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/A5069383286","display_name":"Janani Tharmaseelan","orcid":"https://orcid.org/0000-0002-8720-051X"},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Janani Tharmaseelan","raw_affiliation_strings":["Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028683608","display_name":"Kalpani Manathunga","orcid":"https://orcid.org/0000-0003-1936-5053"},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Kalpani Manathunga","raw_affiliation_strings":["Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109263062","display_name":"Shyam Reyal","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Shyam Reyal","raw_affiliation_strings":["Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108738927","display_name":"Dharshana Kasthurirathna","orcid":"https://orcid.org/0000-0001-8820-9033"},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Dharshana Kasthurirathna","raw_affiliation_strings":["Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047623044","display_name":"Tharsika Thurairasa","orcid":null},"institutions":[{"id":"https://openalex.org/I192365124","display_name":"Sri Lanka Institute of Information Technology","ror":"https://ror.org/00fhk4582","country_code":"LK","type":"education","lineage":["https://openalex.org/I192365124"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Tharsika Thurairasa","raw_affiliation_strings":["Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Sri Lanka Institute of Information Technology, Sri Lanka","institution_ids":["https://openalex.org/I192365124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069383286"],"corresponding_institution_ids":["https://openalex.org/I192365124"],"apc_list":null,"apc_paid":null,"fwci":1.406,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84449267,"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":"650","last_page":"657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998999834060669,"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":0.9998999834060669,"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":0.996999979019165,"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/T10260","display_name":"Software Engineering Research","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8462563753128052},{"id":"https://openalex.org/keywords/rubric","display_name":"Rubric","score":0.6894741058349609},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.605412483215332},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5818268656730652},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.540931224822998},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5242781043052673},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4838044047355652},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.46543967723846436},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4544908404350281},{"id":"https://openalex.org/keywords/computer-programming","display_name":"Computer programming","score":0.43838435411453247},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43247389793395996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3803567886352539},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.16703084111213684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8462563753128052},{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.6894741058349609},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.605412483215332},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5818268656730652},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.540931224822998},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5242781043052673},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4838044047355652},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.46543967723846436},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4544908404350281},{"id":"https://openalex.org/C33857546","wikidata":"https://www.wikidata.org/wiki/Q80006","display_name":"Computer programming","level":2,"score":0.43838435411453247},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43247389793395996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3803567886352539},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.16703084111213684},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon46332.2021.9453889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W10496484","https://openalex.org/W16483339","https://openalex.org/W26182777","https://openalex.org/W160252601","https://openalex.org/W197404575","https://openalex.org/W1481253923","https://openalex.org/W1485912969","https://openalex.org/W1501893485","https://openalex.org/W1567653762","https://openalex.org/W1623765515","https://openalex.org/W1972087783","https://openalex.org/W1978474318","https://openalex.org/W1986453394","https://openalex.org/W1997020823","https://openalex.org/W2012312630","https://openalex.org/W2022038738","https://openalex.org/W2045002413","https://openalex.org/W2076771354","https://openalex.org/W2087527532","https://openalex.org/W2089172953","https://openalex.org/W2120411502","https://openalex.org/W2121412398","https://openalex.org/W2128463860","https://openalex.org/W2129740354","https://openalex.org/W2131071536","https://openalex.org/W2151828850","https://openalex.org/W2162055787","https://openalex.org/W2282866165","https://openalex.org/W2299643279","https://openalex.org/W2329941318","https://openalex.org/W2396992199","https://openalex.org/W2405971678","https://openalex.org/W2474318526","https://openalex.org/W2486590439","https://openalex.org/W2544514453","https://openalex.org/W2594083602","https://openalex.org/W2611413869","https://openalex.org/W2758922793","https://openalex.org/W2766689730","https://openalex.org/W2793475882","https://openalex.org/W2808745730","https://openalex.org/W2893972992","https://openalex.org/W2939626212","https://openalex.org/W2947490728","https://openalex.org/W2954129953","https://openalex.org/W2957031687","https://openalex.org/W2963371736","https://openalex.org/W3012038202","https://openalex.org/W3033547165","https://openalex.org/W3046365111","https://openalex.org/W3199948499","https://openalex.org/W4229826799","https://openalex.org/W4230299622","https://openalex.org/W4233466850","https://openalex.org/W6600401205","https://openalex.org/W6601057090","https://openalex.org/W6628830959","https://openalex.org/W6679246944","https://openalex.org/W6679261715","https://openalex.org/W6712592747","https://openalex.org/W6713164486","https://openalex.org/W6801904082"],"related_works":["https://openalex.org/W1987813225","https://openalex.org/W4390610055","https://openalex.org/W4379053243","https://openalex.org/W3021020626","https://openalex.org/W2955201676","https://openalex.org/W2153005530","https://openalex.org/W3199392376","https://openalex.org/W3103299125","https://openalex.org/W2772430765","https://openalex.org/W3089461718"],"abstract_inverted_index":{"Due":[0],"to":[1,54,98,124,148,163],"the":[2,5,100,139,172,176],"popularity":[3],"of":[4,16,39,134,141,167,171],"Computer":[6],"science":[7],"field":[8],"many":[9,79],"students":[10],"study":[11,125],"programming.":[12],"With":[13],"large":[14],"numbers":[15],"student":[17,156],"enrollments":[18],"in":[19,50,138],"undergraduate":[20],"courses,":[21],"assessing":[22],"programming":[23,52,75,168],"submissions":[24],"is":[25],"becoming":[26],"an":[27],"increasingly":[28],"tedious":[29],"task":[30],"that":[31,78,90,113],"requires":[32],"high":[33],"cognitive":[34],"load,":[35],"and":[36,41,59,82,117,158],"considerable":[37],"amount":[38],"time":[40,116],"effort.":[42,118],"Programming":[43],"assignments":[44,169],"usually":[45],"contain":[46],"algorithmic":[47],"implementations":[48],"written":[49],"specific":[51],"languages":[53],"assess":[55],"students'":[56],"logical":[57],"thinking":[58],"problem-solving":[60],"skills.":[61],"Evaluators":[62],"use":[63,133],"either":[64],"a":[65],"test":[66],"case-driven":[67],"or":[68,175],"source":[69,101,128],"code":[70,102,129],"analysis":[71,130],"approach":[72],"when":[73],"evaluating":[74],"assignments.":[76],"Given":[77],"marking":[80,152],"rubrics":[81],"evaluation":[83],"criteria":[84],"provide":[85],"partial":[86],"marks":[87],"for":[88],"programs":[89],"are":[91,96],"not":[92],"syntactically":[93],"correct,":[94],"evaluators":[95,112],"required":[97],"analyze":[99],"during":[103],"evaluations.":[104],"This":[105],"extra":[106],"step":[107],"adds":[108],"additional":[109],"burden":[110],"on":[111],"consumes":[114],"more":[115],"Hence,":[119],"this":[120],"research":[121],"work":[122],"attempts":[123],"existing":[126],"automatic":[127,142,165],"mechanisms,":[131],"specifically,":[132],"deep":[135,160],"learning":[136,161],"approaches":[137],"domain":[140],"assessments.":[143],"Such":[144],"knowledge":[145],"may":[146],"lead":[147],"creating":[149],"novel":[150],"automated":[151],"models":[153],"using":[154],"past":[155],"data":[157],"apply":[159],"techniques":[162],"implement":[164],"assessments":[166],"irrespective":[170],"computer":[173],"language":[174],"algorithm":[177],"implemented.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
