{"id":"https://openalex.org/W4402993582","doi":"https://doi.org/10.32014/2024.2518-1726.294","title":"\u0410\u041d\u0410\u041b\u0418\u0417 \u0421\u0420\u0410\u0412\u041d\u0418\u0422\u0415\u041b\u042c\u041d\u042b\u0425 \u041c\u041d\u0415\u041d\u0418\u0419 \u0421 \u0418\u0421\u041f\u041e\u041b\u042c\u0417\u041e\u0412\u0410\u041d\u0418\u0415\u041c \u0418\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0418\u041e\u041d\u041d\u042b\u0425 \u0422\u0415\u0425\u041d\u041e\u041b\u041e\u0413\u0418\u0419","display_name":"\u0410\u041d\u0410\u041b\u0418\u0417 \u0421\u0420\u0410\u0412\u041d\u0418\u0422\u0415\u041b\u042c\u041d\u042b\u0425 \u041c\u041d\u0415\u041d\u0418\u0419 \u0421 \u0418\u0421\u041f\u041e\u041b\u042c\u0417\u041e\u0412\u0410\u041d\u0418\u0415\u041c \u0418\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0418\u041e\u041d\u041d\u042b\u0425 \u0422\u0415\u0425\u041d\u041e\u041b\u041e\u0413\u0418\u0419","publication_year":2024,"publication_date":"2024-09-30","ids":{"openalex":"https://openalex.org/W4402993582","doi":"https://doi.org/10.32014/2024.2518-1726.294"},"language":"ru","primary_location":{"id":"doi:10.32014/2024.2518-1726.294","doi":"https://doi.org/10.32014/2024.2518-1726.294","is_oa":true,"landing_page_url":"https://doi.org/10.32014/2024.2518-1726.294","pdf_url":"https://journals.nauka-nanrk.kz/physics-mathematics/article/download/6719/4675/17572","source":{"id":"https://openalex.org/S4210179788","display_name":"NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN","issn_l":"1991-346X","issn":["1991-346X","2518-1726"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physico-mathematical series","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.nauka-nanrk.kz/physics-mathematics/article/download/6719/4675/17572","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099017528","display_name":"Aislu B. Kassekeyeva","orcid":"https://orcid.org/0000-0002-5547-0718","observed_orcids":["https://orcid.org/0000-0002-5547-0718"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0410.\u0411. \u041a\u0430\u0441\u0435\u043a\u0435\u0435\u0432\u0430","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107666197","display_name":"\u0410.\u0411. \u0422\u043e\u0433\u0438\u0441\u043e\u0432\u0430","orcid":"https://orcid.org/0009-0003-0976-3194","observed_orcids":["https://orcid.org/0009-0003-0976-3194"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0410.\u0411. \u0422\u043e\u0433\u0438\u0441\u043e\u0432\u0430","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107666198","display_name":"\u0410.\u041c. \u0411\u0430\u043a\u0438\u0435\u0432\u0430","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0410.\u041c. \u0411\u0430\u043a\u0438\u0435\u0432\u0430","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071285401","display_name":"Zhanar Lamasheva","orcid":"https://orcid.org/0000-0002-9535-2636","observed_orcids":["https://orcid.org/0000-0002-9535-2636"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0416.\u0411. \u041b\u0430\u043c\u0430\u0448\u0435\u0432\u0430","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5107666200","display_name":"\u0415.\u041d. \u0411\u0430\u0439\u0431\u0430\u049b\u0442\u044b","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0415.\u041d. \u0411\u0430\u0439\u0431\u0430\u049b\u0442\u044b","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11497293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":"3","first_page":"89","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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":0.0,"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/customer-reviews","display_name":"customer reviews","score":0.8650000095367432},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.6449999809265137},{"id":"https://openalex.org/keywords/online-reviews","display_name":"online reviews","score":0.4480000138282776},{"id":"https://openalex.org/keywords/e-commerce","display_name":"e-commerce","score":0.5879999995231628},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.6840000152587891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2542305886745453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32014/2024.2518-1726.294","doi":"https://doi.org/10.32014/2024.2518-1726.294","is_oa":true,"landing_page_url":"https://doi.org/10.32014/2024.2518-1726.294","pdf_url":"https://journals.nauka-nanrk.kz/physics-mathematics/article/download/6719/4675/17572","source":{"id":"https://openalex.org/S4210179788","display_name":"NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN","issn_l":"1991-346X","issn":["1991-346X","2518-1726"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physico-mathematical series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32014/2024.2518-1726.294","doi":"https://doi.org/10.32014/2024.2518-1726.294","is_oa":true,"landing_page_url":"https://doi.org/10.32014/2024.2518-1726.294","pdf_url":"https://journals.nauka-nanrk.kz/physics-mathematics/article/download/6719/4675/17572","source":{"id":"https://openalex.org/S4210179788","display_name":"NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN","issn_l":"1991-346X","issn":["1991-346X","2518-1726"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physico-mathematical series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402993582.pdf","grobid_xml":"https://content.openalex.org/works/W4402993582.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3202460681","https://openalex.org/W7064914391","https://openalex.org/W2113066606","https://openalex.org/W67153936","https://openalex.org/W2616942026","https://openalex.org/W6911992074","https://openalex.org/W166642571","https://openalex.org/W4235685146","https://openalex.org/W2553223657","https://openalex.org/W7072496555"],"abstract_inverted_index":{"\u0421":[0],"\u0440\u043e\u0441\u0442\u043e\u043c":[1],"\u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445":[2],"\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c":[3],"\u0432":[4,10,62,88],"\u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0435":[5],"\u043e\u0442\u0437\u044b\u0432\u044b":[6,34],"\u0438\u0433\u0440\u0430\u044e\u0442":[7],"\u043a\u043b\u044e\u0447\u0435\u0432\u0443\u044e":[8],"\u0440\u043e\u043b\u044c":[9],"\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435":[11],"\u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f":[12],"\u0440\u0435\u0448\u0435\u043d\u0438\u0439":[13],"\u043f\u0440\u0438":[14],"\u0432\u044b\u0431\u043e\u0440\u0435":[15],"\u0442\u043e\u0432\u0430\u0440\u043e\u0432":[16],"\u0438":[17,55,76,101,115],"\u0443\u0441\u043b\u0443\u0433.":[18],"\u0412":[19,105],"\u043d\u0430\u0448\u0438":[20],"\u0434\u043d\u0438,":[21],"\u043f\u0440\u0435\u0436\u0434\u0435":[22],"\u0447\u0435\u043c":[23],"\u0441\u0434\u0435\u043b\u0430\u0442\u044c":[24],"\u043f\u043e\u043a\u0443\u043f\u043a\u0443,":[25],"\u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0438":[26],"\u043d\u0435":[27,43],"\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f":[28],"\u043c\u043d\u0435\u043d\u0438\u0435\u043c":[29],"\u0431\u043b\u0438\u0437\u043a\u0438\u0445,":[30],"\u0430":[31],"\u0430\u043a\u0442\u0438\u0432\u043d\u043e":[32],"\u0438\u0441\u0441\u043b\u0435\u0434\u0443\u044e\u0442":[33],"\u0434\u0440\u0443\u0433\u0438\u0445":[35],"\u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432,":[36],"\u0440\u0430\u0437\u043c\u0435\u0449\u0451\u043d\u043d\u044b\u0435":[37],"\u043d\u0430":[38,80,94,110],"\u0441\u0430\u0439\u0442\u0430\u0445":[39],"\u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043c\u0430\u0433\u0430\u0437\u0438\u043d\u043e\u0432.":[40],"\u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c":[41],"\u0431\u043e\u043b\u044c\u0448\u0435":[42],"\u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e":[44],"\u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c":[45],"\u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0435":[46],"\u043e\u043f\u0440\u043e\u0441\u044b":[47],"\u0434\u043b\u044f":[48],"\u0441\u0431\u043e\u0440\u0430":[49],"\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e":[50],"\u043c\u043d\u0435\u043d\u0438\u044f":[51,99,103],"\u043e":[52],"\u0441\u0432\u043e\u0438\u0445":[53],"\u0442\u043e\u0432\u0430\u0440\u0430\u0445":[54],"\u0443\u0441\u043b\u0443\u0433\u0430\u0445,":[56],"\u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443":[57],"\u044d\u0442\u0430":[58],"\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f":[59],"\u0442\u0435\u043f\u0435\u0440\u044c":[60],"\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430":[61],"\u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0445":[63],"\u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430\u0445.":[64],"\u0414\u043b\u044f":[65],"\u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f":[66],"\u0446\u0435\u043d\u043d\u043e\u0433\u043e":[67],"\u0430\u043d\u0430\u043b\u0438\u0437\u0430":[68,74,114],"\u0438\u0437":[69],"\u043e\u0442\u0437\u044b\u0432\u043e\u0432":[70],"\u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432":[71,92],"\u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f":[72],"\u043c\u0435\u0442\u043e\u0434\u044b":[73],"\u043c\u043d\u0435\u043d\u0438\u0439":[75],"\u0441\u0435\u043d\u0442\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0433\u043e":[77],"\u0430\u043d\u0430\u043b\u0438\u0437\u0430,":[78],"\u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435":[79],"\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435":[81],"\u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e":[82],"\u044f\u0437\u044b\u043a\u0430.":[83],"\u0420\u0430\u0437\u0432\u0438\u0442\u0438\u0435":[84],"\u044d\u0442\u0438\u0445":[85],"\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439":[86],"\u043d\u0430\u0447\u0430\u043b\u043e\u0441\u044c":[87],"2000-\u0445":[89],"\u0433\u043e\u0434\u0430\u0445.":[90],"\u041e\u0442\u0437\u044b\u0432\u044b":[91],"\u0434\u0435\u043b\u044f\u0442\u0441\u044f":[93],"\u0434\u0432\u0435":[95],"\u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435":[96],"\u0433\u0440\u0443\u043f\u043f\u044b:":[97],"\u043d\u0435\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435":[98],"(non-comparative)":[100],"\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435":[102],"(comparative).":[104],"\u044d\u0442\u043e\u0439":[106],"\u0441\u0442\u0430\u0442\u044c\u0435":[107],"\u043c\u044b":[108],"\u0441\u043e\u0441\u0440\u0435\u0434\u043e\u0442\u043e\u0447\u0438\u043c\u0441\u044f":[109],"\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438":[111],"\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430":[112],"\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e":[113],"\u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u0438":[116],"\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445":[117],"\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0439.":[118]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-10-01T00:00:00"}