{"id":"https://openalex.org/W3192880933","doi":"https://doi.org/10.1007/978-3-030-84060-0_5","title":"Automated Short Answer Grading Using Deep Learning: A Survey","display_name":"Automated Short Answer Grading Using Deep Learning: A Survey","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3192880933","doi":"https://doi.org/10.1007/978-3-030-84060-0_5","mag":"3192880933"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-84060-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ifip.hal.science/hal-05576325","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034383950","display_name":"Sridevi Bonthu","orcid":"https://orcid.org/0000-0002-1971-4965"},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sridevi Bonthu","raw_affiliation_strings":["Jawaharlal Nehru Technological University, Kakinada, Kakinada, Andhra Pradesh, India","Vishnu Institute of Technology, Bhimavaram, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-1971-4965","affiliations":[{"raw_affiliation_string":"Jawaharlal Nehru Technological University, Kakinada, Kakinada, Andhra Pradesh, India","institution_ids":["https://openalex.org/I142809039"]},{"raw_affiliation_string":"Vishnu Institute of Technology, Bhimavaram, Andhra Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042942907","display_name":"S. Rama Sree","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Rama Sree","raw_affiliation_strings":["Aditya Engineering College, Surampalem, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-8771-6006","affiliations":[{"raw_affiliation_string":"Aditya Engineering College, Surampalem, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010126465","display_name":"M. H. M. Krishna Prasad","orcid":"https://orcid.org/0000-0003-2150-7807"},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. H. M. Krishna Prasad","raw_affiliation_strings":["Jawaharlal Nehru Technological University, Kakinada, Kakinada, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-2150-7807","affiliations":[{"raw_affiliation_string":"Jawaharlal Nehru Technological University, Kakinada, Kakinada, Andhra Pradesh, India","institution_ids":["https://openalex.org/I142809039"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034383950"],"corresponding_institution_ids":["https://openalex.org/I142809039"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":11.1284,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.98937808,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9962000250816345,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9718999862670898,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9678999781608582,"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":0.8638594150543213},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.765304446220398},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7268660068511963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7260928750038147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6224954128265381},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.5939731597900391},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5436571836471558},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46048885583877563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8638594150543213},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.765304446220398},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7268660068511963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7260928750038147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6224954128265381},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.5939731597900391},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5436571836471558},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46048885583877563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-84060-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05576325v1","is_oa":true,"landing_page_url":"https://ifip.hal.science/hal-05576325","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2021, Virtual, Austria. pp.61-78, &#x27E8;10.1007/978-3-030-84060-0_5&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05576325v1","is_oa":true,"landing_page_url":"https://ifip.hal.science/hal-05576325","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2021, Virtual, Austria. pp.61-78, &#x27E8;10.1007/978-3-030-84060-0_5&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7300000190734863,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W147192682","https://openalex.org/W1574447377","https://openalex.org/W1966976587","https://openalex.org/W1967082761","https://openalex.org/W2003123824","https://openalex.org/W2016210396","https://openalex.org/W2115584598","https://openalex.org/W2133436118","https://openalex.org/W2159480120","https://openalex.org/W2183293350","https://openalex.org/W2290116166","https://openalex.org/W2440757793","https://openalex.org/W2474948357","https://openalex.org/W2508865106","https://openalex.org/W2562941028","https://openalex.org/W2563912081","https://openalex.org/W2585847175","https://openalex.org/W2614005271","https://openalex.org/W2626778328","https://openalex.org/W2739522917","https://openalex.org/W2757310600","https://openalex.org/W2808308446","https://openalex.org/W2809666916","https://openalex.org/W2810357891","https://openalex.org/W2914823529","https://openalex.org/W2924317395","https://openalex.org/W2938619571","https://openalex.org/W2952164904","https://openalex.org/W2953008521","https://openalex.org/W2963918774","https://openalex.org/W2964110616","https://openalex.org/W2964565903","https://openalex.org/W2966714320","https://openalex.org/W2970597249","https://openalex.org/W2991492811","https://openalex.org/W3015468748","https://openalex.org/W3037461693","https://openalex.org/W3039023360","https://openalex.org/W3048957408","https://openalex.org/W3093517588","https://openalex.org/W3093526511","https://openalex.org/W3093931772","https://openalex.org/W3098654368","https://openalex.org/W3101248447","https://openalex.org/W3124267214","https://openalex.org/W3169483174","https://openalex.org/W4206178944","https://openalex.org/W4285719527","https://openalex.org/W4294214983","https://openalex.org/W6601141708","https://openalex.org/W6607355193","https://openalex.org/W6739901393","https://openalex.org/W6832689606","https://openalex.org/W7033949004"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
