{"id":"https://openalex.org/W3011338592","doi":"https://doi.org/10.1109/apsipaasc47483.2019.9023280","title":"A morpheme sequence and convolutional neural network based Kazakh text classification","display_name":"A morpheme sequence and convolutional neural network based Kazakh text classification","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011338592","doi":"https://doi.org/10.1109/apsipaasc47483.2019.9023280","mag":"3011338592"},"language":"en","primary_location":{"id":"doi:10.1109/apsipaasc47483.2019.9023280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc47483.2019.9023280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","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/A5079392405","display_name":"Sardar Parhat","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sardar Parhat","raw_affiliation_strings":["Xinjiang University, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang University, Urumqi, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gao Ting","orcid":null},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gao Ting","raw_affiliation_strings":["Xinjiang University, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang University, Urumqi, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023562009","display_name":"Mijit Ablimit","orcid":"https://orcid.org/0009-0008-0781-4150"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mijit Ablimit","raw_affiliation_strings":["Xinjiang University, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang University, Urumqi, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075133420","display_name":"Askar Hamdulla","orcid":"https://orcid.org/0000-0002-2321-308X"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Askar Hamdulla","raw_affiliation_strings":["Xinjiang University, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang University, Urumqi, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079392405"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":null,"apc_paid":null,"fwci":0.289,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69166169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"1903","last_page":"1906"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9968000054359436,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9941999912261963,"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/morpheme","display_name":"Morpheme","score":0.841825544834137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7242237329483032},{"id":"https://openalex.org/keywords/kazakh","display_name":"Kazakh","score":0.7098031640052795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6467689871788025},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6141926646232605},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5876054763793945},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5260878801345825},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4365094304084778},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3728247284889221},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.13458675146102905},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.046704381704330444}],"concepts":[{"id":"https://openalex.org/C165297611","wikidata":"https://www.wikidata.org/wiki/Q43249","display_name":"Morpheme","level":2,"score":0.841825544834137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7242237329483032},{"id":"https://openalex.org/C2781297163","wikidata":"https://www.wikidata.org/wiki/Q9252","display_name":"Kazakh","level":2,"score":0.7098031640052795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6467689871788025},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6141926646232605},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5876054763793945},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5260878801345825},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4365094304084778},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3728247284889221},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13458675146102905},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.046704381704330444},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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":1,"locations":[{"id":"doi:10.1109/apsipaasc47483.2019.9023280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apsipaasc47483.2019.9023280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1553187123","https://openalex.org/W1826790618","https://openalex.org/W2029677459","https://openalex.org/W2091812280","https://openalex.org/W2113459411","https://openalex.org/W2118020653","https://openalex.org/W2127918599","https://openalex.org/W2131571251","https://openalex.org/W2132339004","https://openalex.org/W2138954094","https://openalex.org/W2265846598","https://openalex.org/W2317786407","https://openalex.org/W2331787763","https://openalex.org/W2588319948","https://openalex.org/W6633115214","https://openalex.org/W6693505360"],"related_works":["https://openalex.org/W2363093443","https://openalex.org/W4206915444","https://openalex.org/W4388766676","https://openalex.org/W2353302181","https://openalex.org/W2362181825","https://openalex.org/W2320680668","https://openalex.org/W2519027122","https://openalex.org/W2371351259","https://openalex.org/W390970821","https://openalex.org/W2727237429"],"abstract_inverted_index":{"Word":[0],"embedding":[1],"techniques":[2],"can":[3],"map":[4],"language":[5],"units":[6],"into":[7],"a":[8,18,36,98],"sequential":[9],"vector":[10],"space":[11],"based":[12,31,54,72],"on":[13,55,73,79],"context.":[14],"And":[15],"it":[16],"is":[17],"natural":[19],"way":[20,38],"to":[21,105],"extract":[22],"and":[23,66,86,101],"predict":[24],"out-of-vocabulary":[25],"(OOV)":[26],"from":[27,69],"context":[28],"information,":[29],"word-vector":[30],"morphological":[32,58],"analysis":[33],"has":[34],"provided":[35],"convenient":[37],"for":[39,60],"low":[40],"resource":[41],"languages":[42],"processing":[43],"tasks.":[44,109],"In":[45],"this":[46],"paper,":[47],"we":[48,91],"discuss":[49],"Kazakh":[50,80],"text":[51,89,102,107],"classification":[52,103,108],"experiment":[53],"the":[56],"m2asr":[57],"analyzer":[59],"small":[61],"agglutinative":[62],"languages.":[63],"Morpheme":[64],"segmentation":[65],"stem":[67],"extraction":[68],"noisy":[70],"data":[71],"stem-vector":[74],"similarity":[75],"representation":[76],"are":[77],"experimented":[78],"language.":[81],"After":[82],"preparing":[83],"both":[84],"word":[85],"morpheme-based":[87,114],"training":[88],"corpora,":[90],"apply":[92],"convolutional":[93],"neural":[94],"networks":[95],"(CNN)":[96],"as":[97],"feature":[99],"selection":[100],"algorithm":[104],"perform":[106],"Experimental":[110],"results":[111],"show":[112],"that":[113],"approach":[115],"outperforms":[116],"word-based":[117],"approach.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}