{"id":"https://openalex.org/W3002312850","doi":"https://doi.org/10.1007/s00521-020-04725-w","title":"A deep learning analysis on question classification task using Word2vec representations","display_name":"A deep learning analysis on question classification task using Word2vec representations","publication_year":2020,"publication_date":"2020-01-21","ids":{"openalex":"https://openalex.org/W3002312850","doi":"https://doi.org/10.1007/s00521-020-04725-w","mag":"3002312850"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-04725-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04725-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12684/10176","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031436376","display_name":"\u015eeyhmus Y\u0131lmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Seyhmus Yilmaz","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, D\u00fczce University, Konuralp Campus, 81620, D\u00fczce, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, D\u00fczce University, Konuralp Campus, 81620, D\u00fczce, Turkey","institution_ids":["https://openalex.org/I54001450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035839474","display_name":"Sinan Toklu","orcid":"https://orcid.org/0000-0002-8147-9089"},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinan Toklu","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, D\u00fczce University, Konuralp Campus, 81620, D\u00fczce, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, D\u00fczce University, Konuralp Campus, 81620, D\u00fczce, Turkey","institution_ids":["https://openalex.org/I54001450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031436376"],"corresponding_institution_ids":["https://openalex.org/I54001450"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":10.3692,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.98538774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"32","issue":"7","first_page":"2909","last_page":"2928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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":0.9994000196456909,"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":0.996999979019165,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9869999885559082,"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":0.8875464200973511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8679647445678711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7869802117347717},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6920813322067261},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6883898377418518},{"id":"https://openalex.org/keywords/agglutinative-language","display_name":"Agglutinative language","score":0.6669406890869141},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.64797443151474},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6339190006256104},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.5114539861679077},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.4692022204399109},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.4554750919342041},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42243435978889465},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.42196816205978394},{"id":"https://openalex.org/keywords/morpheme","display_name":"Morpheme","score":0.24819114804267883},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.24383828043937683}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.8875464200973511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8679647445678711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7869802117347717},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6920813322067261},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6883898377418518},{"id":"https://openalex.org/C80875076","wikidata":"https://www.wikidata.org/wiki/Q171263","display_name":"Agglutinative language","level":3,"score":0.6669406890869141},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.64797443151474},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6339190006256104},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5114539861679077},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.4692022204399109},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.4554750919342041},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42243435978889465},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.42196816205978394},{"id":"https://openalex.org/C165297611","wikidata":"https://www.wikidata.org/wiki/Q43249","display_name":"Morpheme","level":2,"score":0.24819114804267883},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.24383828043937683},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-020-04725-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04725-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/10176","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/10176","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/2345","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/2345","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/10176","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/10176","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W29665","https://openalex.org/W243642632","https://openalex.org/W825130646","https://openalex.org/W1502957213","https://openalex.org/W1509566333","https://openalex.org/W1832693441","https://openalex.org/W1849042964","https://openalex.org/W1980901184","https://openalex.org/W1982439145","https://openalex.org/W1992130648","https://openalex.org/W2011752969","https://openalex.org/W2019307700","https://openalex.org/W2025922838","https://openalex.org/W2038488405","https://openalex.org/W2061495585","https://openalex.org/W2069143585","https://openalex.org/W2074357889","https://openalex.org/W2086004682","https://openalex.org/W2093878082","https://openalex.org/W2095705004","https://openalex.org/W2153579005","https://openalex.org/W2153579195","https://openalex.org/W2153752394","https://openalex.org/W2250776440","https://openalex.org/W2296075523","https://openalex.org/W2320227961","https://openalex.org/W2327786107","https://openalex.org/W2341742436","https://openalex.org/W2727582050","https://openalex.org/W2736282266","https://openalex.org/W2736871315","https://openalex.org/W2751627669","https://openalex.org/W2765997852","https://openalex.org/W2796388855","https://openalex.org/W2800464830","https://openalex.org/W2806157494","https://openalex.org/W2832139998","https://openalex.org/W2884820193","https://openalex.org/W2889245031","https://openalex.org/W2901643192","https://openalex.org/W2901922204","https://openalex.org/W2910147079","https://openalex.org/W2910736075","https://openalex.org/W2914363692","https://openalex.org/W2923528470","https://openalex.org/W2942501385","https://openalex.org/W2950577311","https://openalex.org/W2952354317","https://openalex.org/W2954769605","https://openalex.org/W2962777755","https://openalex.org/W2963083845","https://openalex.org/W2963688910","https://openalex.org/W2963864161","https://openalex.org/W4214601164","https://openalex.org/W4240699483","https://openalex.org/W4391156274","https://openalex.org/W6600160826","https://openalex.org/W6600195515","https://openalex.org/W6600326203"],"related_works":["https://openalex.org/W2946409105","https://openalex.org/W3152932816","https://openalex.org/W2985392712","https://openalex.org/W3133567596","https://openalex.org/W4382201653","https://openalex.org/W2798009317","https://openalex.org/W4312127319","https://openalex.org/W2997627311","https://openalex.org/W2580878117","https://openalex.org/W3002312850"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":6}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
