{"id":"https://openalex.org/W2915531941","doi":"https://doi.org/10.3233/web-190396","title":"Sentiment analysis of Kazakh text and their polarity","display_name":"Sentiment analysis of Kazakh text and their polarity","publication_year":2019,"publication_date":"2019-02-22","ids":{"openalex":"https://openalex.org/W2915531941","doi":"https://doi.org/10.3233/web-190396","mag":"2915531941"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.3233/web-190396","pdf_url":null,"source":{"id":"https://openalex.org/S4210183871","display_name":"Web Intelligence","issn_l":"2405-6456","issn":["2405-6456","2405-6464"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5062889471","display_name":"Banu Yergesh","orcid":"https://orcid.org/0000-0002-8967-2625"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Banu Yergesh","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023021285","display_name":"Gulmira Bekmanova","orcid":"https://orcid.org/0000-0001-8554-7627"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Gulmira Bekmanova","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073789263","display_name":"Altynbek Sharipbay","orcid":"https://orcid.org/0000-0001-5334-1253"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Altynbek Sharipbay","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University, Pushkin str. 11, Astana, Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062889471"],"corresponding_institution_ids":["https://openalex.org/I10232997"],"apc_list":null,"apc_paid":null,"fwci":1.971,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":23,"citation_normalized_percentile":{"value":0.914186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"17","issue":"1","first_page":"9","last_page":"15"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9999,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9999,"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/T10028","display_name":"Topic Modeling","score":0.9943,"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":0.9943,"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/kazakh","display_name":"Kazakh","score":0.96434987},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment Analysis","score":0.8386159},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.708141}],"concepts":[{"id":"https://openalex.org/C2781297163","wikidata":"https://www.wikidata.org/wiki/Q9252","display_name":"Kazakh","level":2,"score":0.96434987},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8386159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603251},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.708141},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.692261},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.6707677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.62509847},{"id":"https://openalex.org/C123406163","wikidata":"https://www.wikidata.org/wiki/Q82042","display_name":"Part of speech","level":2,"score":0.43337765},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4250346},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4127895},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.39836484},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.3233/web-190396","pdf_url":null,"source":{"id":"https://openalex.org/S4210183871","display_name":"Web Intelligence","issn_l":"2405-6456","issn":["2405-6456","2405-6464"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.85,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":23,"referenced_works":["https://openalex.org/W1501317164","https://openalex.org/W1750243098","https://openalex.org/W1966714227","https://openalex.org/W2084046180","https://openalex.org/W2108646579","https://openalex.org/W2133109597","https://openalex.org/W2250866830","https://openalex.org/W2522473322","https://openalex.org/W2535925890","https://openalex.org/W2557331544","https://openalex.org/W2560592988","https://openalex.org/W2564872680","https://openalex.org/W2577454849","https://openalex.org/W2583643061","https://openalex.org/W2585213824","https://openalex.org/W2586769279","https://openalex.org/W2588299441","https://openalex.org/W2612769033","https://openalex.org/W2735086472","https://openalex.org/W2766606774","https://openalex.org/W2907763896","https://openalex.org/W4205184193","https://openalex.org/W4299627205"],"related_works":["https://openalex.org/W4388766676","https://openalex.org/W4247866851","https://openalex.org/W4206915444","https://openalex.org/W3212439175","https://openalex.org/W2967041148","https://openalex.org/W2539790792","https://openalex.org/W2363093443","https://openalex.org/W2362181825","https://openalex.org/W2353302181","https://openalex.org/W1984947604"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1,25,43,75],"is":[2,125],"one":[3],"of":[4,16,26,49,70,76,100,114,129],"the":[5,64,79,84,92,98,104,109,120,130,159,162],"most":[6],"important":[7],"and":[8,18,30,38,87,96,147],"interesting":[9],"tasks":[10],"in":[11,44,78,94,133,137,144,150],"natural":[12],"languages.":[13,32],"A":[14],"number":[15],"resources":[17],"tools":[19,39],"have":[20],"been":[21,54],"developed":[22],"for":[23,41,73,167],"sentiment":[24,42,51,74,169],"English,":[27],"Turkish,":[28],"Russian":[29],"other":[31],"Unfortunately,":[33],"there":[34],"were":[35,116],"no":[36],"data":[37],"available":[40],"Ka":[45],"zakh.":[46],"The":[47],"Dictionary":[48],"Kazakh":[50,80,95],"words":[52,72],"has":[53],"created":[55],"during":[56],"this":[57,60],"study.":[58],"In":[59,156],"work,":[61],"we":[62],"described":[63],"rule-based":[65],"method":[66],"using":[67],"a":[68,112,171],"dictionary":[69],"emotional":[71],"texts":[77,93],"language,":[81],"based":[82],"on":[83,108,170],"morphological":[85],"rules":[86,166],"ontological":[88],"model.":[89],"We":[90],"studied":[91],"determined":[97],"parts":[99],"speech":[101],"that":[102],"define":[103],"text":[105,121],"mood.":[106],"Based":[107],"conducted":[110],"studies,":[111],"lot":[113],"phrases":[115],"identified":[117],"as":[118],"determining":[119,168],"polarity.":[122],"This":[123],"paper":[124,131,163],"an":[126],"extended":[127],"version":[128],"published":[132],"[in:":[134],"Lecture":[135,142,148],"Notes":[136,143,149],"Computer":[138],"Science":[139],"(including":[140],"subseries":[141],"Artificial":[145],"Intelligence":[146],"Bioinformatics),":[151],"LNCS,":[152],"2017,":[153],"pp.":[154],"669\u2013677].":[155],"addition":[157],"to":[158],"original":[160],"material,":[161],"includes":[164],"additional":[165],"5-point":[172],"scale.":[173]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2915531941","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-01-19T16:17:43.369063","created_date":"2019-03-02"}