{"id":"https://openalex.org/W4404031385","doi":"https://doi.org/10.1109/icccnt61001.2024.10725936","title":"Building a Deep Neural Network for Automated Essay Scoring in English Language Teaching","display_name":"Building a Deep Neural Network for Automated Essay Scoring in English Language Teaching","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031385","doi":"https://doi.org/10.1109/icccnt61001.2024.10725936"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725936","doi":"https://doi.org/10.1109/icccnt61001.2024.10725936","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725936","pdf_url":null,"source":{"id":"https://openalex.org/S4306497833","display_name":"International Conference on Computing, Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5001813298","display_name":"S. Syed Abuthahir","orcid":"https://orcid.org/0000-0003-4430-683X","observed_orcids":["https://orcid.org/0000-0003-4430-683X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Syed Abuthahir","raw_affiliation_strings":["Madanapalle Institute of Technology & Science,Department of CSE,Andhra Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madanapalle Institute of Technology & Science,Department of CSE,Andhra Pradesh,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511602","display_name":"K. Swarnamughi","orcid":"https://orcid.org/0009-0000-5151-1140","observed_orcids":["https://orcid.org/0009-0000-5151-1140"]},"institutions":[{"id":"https://openalex.org/I43814544","display_name":"Sathyabama Institute of Science and Technology","ror":"https://ror.org/01defpn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I43814544"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Swarnamughi","raw_affiliation_strings":["Sathyabama Institute of Science and Technology,Department of English,Chennai,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sathyabama Institute of Science and Technology,Department of English,Chennai,India","institution_ids":["https://openalex.org/I43814544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061784449","display_name":"Narinder Kumar Bhasin","orcid":"https://orcid.org/0000-0001-7167-8730","observed_orcids":["https://orcid.org/0000-0001-7167-8730"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Narinder Kumar Bhasin","raw_affiliation_strings":["Professor & Zonal Head Indian Institute of Banking and Finance,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor & Zonal Head Indian Institute of Banking and Finance,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Joy Christy Lawrance","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joy Christy Lawrance","raw_affiliation_strings":["PSGR Krishnammal College for Women,Department of English,Coimbatore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PSGR Krishnammal College for Women,Department of English,Coimbatore,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783506","display_name":"Manikandan Rengarajan","orcid":"https://orcid.org/0009-0007-0764-6276","observed_orcids":["https://orcid.org/0009-0007-0764-6276"]},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manikandan Rengarajan","raw_affiliation_strings":["Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi,Chennai,Tamil Nadu,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Avadi,Chennai,Tamil Nadu,India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092695554","display_name":"Fredrick Ruban Alphonse","orcid":"https://orcid.org/0000-0003-4819-4337","observed_orcids":["https://orcid.org/0000-0003-4819-4337"]},"institutions":[{"id":"https://openalex.org/I4405262366","display_name":"Jagdish Sheth School of Management","ror":"https://ror.org/02w8zx671","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262366"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Fredrick Ruban Alphonse","raw_affiliation_strings":["Institute of Finance and International Management,Department of Languages,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Finance and International Management,Department of Languages,Bengaluru,India","institution_ids":["https://openalex.org/I4405262366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2308,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39593738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.482699990272522,"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":0.482699990272522,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.07890000194311142,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.06120000034570694,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automated-essay-scoring","display_name":"automated essay scoring","score":0.9990000128746033},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8100000023841858},{"id":"https://openalex.org/keywords/english-language-teaching","display_name":"English language teaching","score":0.7519999742507935},{"id":"https://openalex.org/keywords/rubric-based-assessment","display_name":"rubric-based assessment","score":0.8259999752044678},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.7110000252723694},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"model interpretability","score":0.9179999828338623},{"id":"https://openalex.org/keywords/linguistic-indicators","display_name":"linguistic indicators","score":0.7329999804496765},{"id":"https://openalex.org/keywords/lexical-variation","display_name":"lexical variation","score":0.9330000281333923},{"id":"https://openalex.org/keywords/syntactic-complexity","display_name":"syntactic complexity","score":0.921999990940094},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.8360000252723694},{"id":"https://openalex.org/keywords/automated-grading","display_name":"automated grading","score":0.6119999885559082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7390304803848267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5884730219841003},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5700634717941284},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5672442317008972}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725936","doi":"https://doi.org/10.1109/icccnt61001.2024.10725936","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725936","pdf_url":null,"source":{"id":"https://openalex.org/S4306497833","display_name":"International Conference on Computing, Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2913657017","https://openalex.org/W2966714320","https://openalex.org/W2974340959","https://openalex.org/W3038362714","https://openalex.org/W3040446934","https://openalex.org/W3087421864","https://openalex.org/W3092489168","https://openalex.org/W3103252638","https://openalex.org/W3114208363","https://openalex.org/W4226435785","https://openalex.org/W4368228714"],"related_works":["https://openalex.org/W7218170729","https://openalex.org/W3092489168","https://openalex.org/W7164862324","https://openalex.org/W3155385161","https://openalex.org/W4409536977","https://openalex.org/W7118126051","https://openalex.org/W3001808837","https://openalex.org/W7220069709","https://openalex.org/W4410873064","https://openalex.org/W2803521238"],"abstract_inverted_index":{"Automated":[0],"Essay":[1],"Scoring":[2],"(AES)":[3],"represents":[4],"a":[5,30,108],"dynamic":[6],"frontier":[7],"in":[8,16,58,90,123,163],"the":[9,37,80,86,102,130,142,148,151,155,177,184],"realm":[10],"of":[11,33,82,104,119,145,157],"educational":[12],"technology,":[13],"leveraging":[14],"advancements":[15],"deep":[17,83],"learning":[18,84],"and":[19,40,73,95,134,174],"explainable":[20],"artificial":[21],"intelligence":[22],"to":[23,67,107,127,154],"transform":[24],"assessment":[25],"practices.":[26],"This":[27],"study":[28,49,78,121],"undertakes":[29],"comprehensive":[31],"exploration":[32,144],"AES,":[34,128],"focusing":[35],"on":[36],"rubric":[38,149],"level":[39],"uncovering":[41],"decision-making":[42],"processes":[43],"for":[44,161],"holistic":[45],"score":[46],"predictions.":[47],"The":[48,62,77,117],"also":[50],"introduces":[51],"faster":[52],"SHAP":[53],"implementations,":[54],"demonstrating":[55],"their":[56],"efficiency":[57],"enhancing":[59],"model":[60,186],"interpretability.":[61],"approach":[63,126],"uses":[64],"linguistic":[65],"indicators":[66],"quantify":[68],"text":[69],"cohesiveness,":[70],"lexical":[71],"variation,":[72],"complex":[74],"syntactic":[75],"structures..":[76],"evaluates":[79],"effect":[81],"using":[85],"most":[87],"recent":[88],"advances":[89],"feature":[91],"selection,":[92],"model-agnostic":[93],"methodologies,":[94],"natural":[96],"language":[97],"processing.":[98],"It":[99],"finds":[100],"that":[101],"addition":[103],"hidden":[105],"layers":[106],"neural":[109],"network\u2019s":[110],"architecture":[111],"increases":[112],"descriptive":[113],"accuracy":[114,181],"by":[115],"10%.":[116],"novelty":[118],"this":[120],"lies":[122],"its":[124],"systematic":[125],"unraveling":[129],"AES":[131,146],"black":[132],"box":[133],"providing":[135],"transparency":[136],"through":[137],"explanation":[138],"models.":[139],"By":[140],"addressing":[141],"limited":[143],"at":[147],"level,":[150],"research":[152,178],"contributes":[153],"interpretability":[156],"scoring":[158],"decisions,":[159],"essential":[160],"trust":[162],"automated":[164],"grading":[165],"systems.":[166],"Leveraging":[167],"diverse":[168],"models,":[169],"including":[170],"Deep":[171],"Neural":[172],"Networks":[173],"ensemble":[175,185],"techniques,":[176],"achieves":[179],"notable":[180],"rates,":[182],"with":[183],"showcasing":[187],"an":[188],"impressive":[189],"92.5%":[190],"accuracy.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-11-05T00:00:00"}