{"id":"https://openalex.org/W4391947080","doi":"https://doi.org/10.1109/ocit59427.2023.10431267","title":"Automated Exam Paper Checking Using Semantic Analysis","display_name":"Automated Exam Paper Checking Using Semantic Analysis","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391947080","doi":"https://doi.org/10.1109/ocit59427.2023.10431267"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10431267","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ocit59427.2023.10431267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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/A5083769618","display_name":"Madhuri A. Tayal","orcid":"https://orcid.org/0000-0001-7717-6336"},"institutions":[{"id":"https://openalex.org/I206816349","display_name":"Nagpur Institute of Technology","ror":"https://ror.org/04yw73836","country_code":"IN","type":"education","lineage":["https://openalex.org/I206816349"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhuri A. Tayal","raw_affiliation_strings":["GHRIET,Nagpur","GHRIET, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GHRIET,Nagpur","institution_ids":["https://openalex.org/I206816349"]},{"raw_affiliation_string":"GHRIET, Nagpur","institution_ids":["https://openalex.org/I206816349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103854474","display_name":"Rohini R. Joshi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rohini Joshi","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Nagpur","Shri Ramdeobaba College of Engineering and Management, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093959256","display_name":"Mohit Darvekar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohit Darvekar","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Nagpur","Shri Ramdeobaba College of Engineering and Management, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093959257","display_name":"Mohit Malghade","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohit Malghade","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Nagpur","Shri Ramdeobaba College of Engineering and Management, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093959258","display_name":"Chinmayee Sonboir","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chinmayee Sonboir","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Nagpur","Shri Ramdeobaba College of Engineering and Management, Nagpur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73488933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"957","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9735999703407288,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9735999703407288,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7858427166938782},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4080044627189636},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36073049902915955},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35060158371925354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200967311859131}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7858427166938782},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4080044627189636},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36073049902915955},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35060158371925354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200967311859131}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10431267","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ocit59427.2023.10431267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2057396010","https://openalex.org/W2090733459","https://openalex.org/W2097521136","https://openalex.org/W2154541934","https://openalex.org/W2793376154","https://openalex.org/W6683687954"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"response":[1],"to":[2,40,74,77,145,169,184,195],"the":[3,32,37,42,82,106,122,127,132,150,185,200],"time-consuming":[4],"and":[5,52,71,87,93,99,116,154,161,180],"labor-intensive":[6],"nature":[7],"of":[8,65,191],"manual":[9],"assessment":[10,43,147],"in":[11,158],"today's":[12],"education":[13],"landscape,":[14],"this":[15,166],"paper":[16,58,133],"introduces":[17],"an":[18],"innovative":[19],"automated":[20,57,142],"descriptive":[21],"answer":[22],"evaluation":[23,47,139],"system.":[24],"Leveraging":[25],"advanced":[26],"natural":[27],"language":[28],"processing":[29],"techniques,":[30],"specifically":[31],"Roberta":[33,123],"Large":[34,124],"BERT":[35,125],"model,":[36,126],"system":[38,83,107,128,167],"aims":[39,168,194],"revolutionize":[41],"process":[44,135],"by":[45,176],"reducing":[46],"time,":[48],"minimizing":[49],"human":[50],"involvement,":[51],"enhancing":[53],"record-keeping":[54],"efficiency.":[55],"The":[56,189],"checking":[59,134],"model":[60],"incorporates":[61],"a":[62,97,171,203],"comprehensive":[63],"analysis":[64,160],"factors":[66],"such":[67],"as":[68],"spelling,":[69],"grammar,":[70],"similarity":[72,86],"measures":[73],"assign":[75],"scores":[76],"students'":[78,197],"written":[79],"answers.":[80],"Additionally,":[81],"utilizes":[84],"cosine":[85],"word":[88],"embeddings":[89],"for":[90,118,152],"both":[91],"document":[92],"sentence":[94],"comparison,":[95],"ensuring":[96],"nuanced":[98],"thorough":[100],"evaluation.":[101],"Going":[102],"beyond":[103],"traditional":[104],"grading,":[105],"provides":[108],"students":[109,175],"with":[110],"personalized":[111],"feedback,":[112],"including":[113],"grammatical":[114],"corrections":[115],"suggestions":[117],"improvement.":[119],"By":[120],"employing":[121],"not":[129],"only":[130],"expedites":[131],"but":[136],"also":[137],"enhances":[138],"accuracy.":[140],"This":[141],"approach":[143],"contributes":[144],"fair":[146],"practices,":[148],"alleviates":[149],"workload":[151],"instructors,":[153],"has":[155],"broader":[156],"applications":[157],"text":[159],"feedback":[162,193],"generation":[163],"tasks.":[164],"Furthermore,":[165],"foster":[170],"deeper":[172],"understanding":[173],"among":[174],"offering":[177],"insightful":[178],"explanations":[179],"additional":[181],"information":[182],"related":[183],"specific":[186],"questions":[187],"posed.":[188],"integration":[190],"informative":[192],"enrich":[196],"knowledge":[198],"on":[199],"topic,":[201],"promoting":[202],"more":[204],"holistic":[205],"learning":[206],"experience.":[207]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
