{"id":"https://openalex.org/W3148493144","doi":"https://doi.org/10.1007/978-981-16-1685-3_12","title":"Hybrid Approach for the Semantic Analysis of Texts in the Kazakh Language","display_name":"Hybrid Approach for the Semantic Analysis of Texts in the Kazakh Language","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3148493144","doi":"https://doi.org/10.1007/978-981-16-1685-3_12","mag":"3148493144"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-1685-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1685-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","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/A5046987190","display_name":"Diana Rakhimova","orcid":"https://orcid.org/0000-0003-1427-198X"},"institutions":[{"id":"https://openalex.org/I185571130","display_name":"Al-Farabi Kazakh National University","ror":"https://ror.org/03q0vrn42","country_code":"KZ","type":"education","lineage":["https://openalex.org/I185571130"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Diana Rakhimova","raw_affiliation_strings":["Al-Farabi Kazakh National University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-1427-198X","affiliations":[{"raw_affiliation_string":"Al-Farabi Kazakh National University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I185571130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090276500","display_name":"Asem Turarbek","orcid":"https://orcid.org/0000-0002-4793-0446"},"institutions":[{"id":"https://openalex.org/I185571130","display_name":"Al-Farabi Kazakh National University","ror":"https://ror.org/03q0vrn42","country_code":"KZ","type":"education","lineage":["https://openalex.org/I185571130"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Asem Turarbek","raw_affiliation_strings":["Al-Farabi Kazakh National University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-4793-0446","affiliations":[{"raw_affiliation_string":"Al-Farabi Kazakh National University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I185571130"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064678013","display_name":"L. S. Kopbosyn","orcid":"https://orcid.org/0000-0001-6224-2193"},"institutions":[{"id":"https://openalex.org/I185571130","display_name":"Al-Farabi Kazakh National University","ror":"https://ror.org/03q0vrn42","country_code":"KZ","type":"education","lineage":["https://openalex.org/I185571130"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Leila Kopbosyn","raw_affiliation_strings":["Al-Farabi Kazakh National University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0001-6224-2193","affiliations":[{"raw_affiliation_string":"Al-Farabi Kazakh National University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I185571130"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046987190"],"corresponding_institution_ids":["https://openalex.org/I185571130"],"apc_list":null,"apc_paid":null,"fwci":1.7952,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86340312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"134","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","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/T13083","display_name":"Advanced Text Analysis Techniques","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/T10028","display_name":"Topic Modeling","score":0.9850000143051147,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9848999977111816,"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":0.9283655285835266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8112921714782715},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6416274309158325},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.6380608081817627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5375032424926758},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5094621777534485},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4695729911327362},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.4660678207874298},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.4227329194545746},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3338848948478699},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.07574468851089478}],"concepts":[{"id":"https://openalex.org/C2781297163","wikidata":"https://www.wikidata.org/wiki/Q9252","display_name":"Kazakh","level":2,"score":0.9283655285835266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112921714782715},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6416274309158325},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.6380608081817627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5375032424926758},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5094621777534485},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4695729911327362},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.4660678207874298},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.4227329194545746},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3338848948478699},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.07574468851089478},{"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:10.1007/978-981-16-1685-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1685-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1525595230","https://openalex.org/W1532325895","https://openalex.org/W1555156828","https://openalex.org/W1573514622","https://openalex.org/W2081580037","https://openalex.org/W2109857522","https://openalex.org/W2110693578","https://openalex.org/W2131829632","https://openalex.org/W2146739391","https://openalex.org/W2250968833","https://openalex.org/W2394938058","https://openalex.org/W2885003984","https://openalex.org/W2942796020","https://openalex.org/W2971225010","https://openalex.org/W3009239922","https://openalex.org/W3080622457","https://openalex.org/W3101913037","https://openalex.org/W4213009331","https://openalex.org/W4230872509"],"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/W2135511601"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}