{"id":"https://openalex.org/W4293218743","doi":"https://doi.org/10.1007/978-981-16-6616-2_4","title":"An Improved Approach for Automated Essay Scoring with LSTM and Word Embedding","display_name":"An Improved Approach for Automated Essay Scoring with LSTM and Word Embedding","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293218743","doi":"https://doi.org/10.1007/978-981-16-6616-2_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-6616-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6616-2_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5037859215","display_name":"Dadi Ramesh","orcid":"https://orcid.org/0000-0002-3967-8914"},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dadi Ramesh","raw_affiliation_strings":["Research Scholar in JNTU Hyderabad, School of Computer Science and Artificial Intelligence, SR Univrsity, Warangal, India"],"affiliations":[{"raw_affiliation_string":"Research Scholar in JNTU Hyderabad, School of Computer Science and Artificial Intelligence, SR Univrsity, Warangal, India","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110494925","display_name":"Suresh Kumar Sanampudi","orcid":null},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suresh Kumar Sanampudi","raw_affiliation_strings":["JNTUH College of Engineering Jagitial, Nachupally Jagtial dist, Telangana, India"],"affiliations":[{"raw_affiliation_string":"JNTUH College of Engineering Jagitial, Nachupally Jagtial dist, Telangana, India","institution_ids":["https://openalex.org/I10874241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037859215"],"corresponding_institution_ids":["https://openalex.org/I10874241"],"apc_list":null,"apc_paid":null,"fwci":1.0286,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78948131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9984999895095825,"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/T13629","display_name":"Text Readability and Simplification","score":0.9864000082015991,"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/word2vec","display_name":"Word2vec","score":0.9038599133491516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995349526405334},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6170929074287415},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.61650550365448},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6056655645370483},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.592998743057251},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5473657846450806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5431070327758789},{"id":"https://openalex.org/keywords/tf\u2013idf","display_name":"tf\u2013idf","score":0.529812216758728},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.43435049057006836},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37374547123908997},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2002372145652771}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.9038599133491516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995349526405334},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6170929074287415},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.61650550365448},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6056655645370483},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.592998743057251},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5473657846450806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5431070327758789},{"id":"https://openalex.org/C81758059","wikidata":"https://www.wikidata.org/wiki/Q796584","display_name":"tf\u2013idf","level":3,"score":0.529812216758728},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.43435049057006836},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37374547123908997},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2002372145652771},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-6616-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6616-2_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W2064675550","https://openalex.org/W2514173981","https://openalex.org/W2886326288","https://openalex.org/W2898637464","https://openalex.org/W2931802685","https://openalex.org/W2966714320","https://openalex.org/W3038362714","https://openalex.org/W3094326256","https://openalex.org/W3112079936","https://openalex.org/W4240690182","https://openalex.org/W4248157219","https://openalex.org/W4250664506","https://openalex.org/W6600062020"],"related_works":["https://openalex.org/W2580878117","https://openalex.org/W4313384562","https://openalex.org/W2747424680","https://openalex.org/W3123905954","https://openalex.org/W4298857951","https://openalex.org/W2891550009","https://openalex.org/W2953749697","https://openalex.org/W2963718212","https://openalex.org/W3157315903","https://openalex.org/W2911251991"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
