Pub Date : 2021-09-27DOI: 10.35803/1694-5298.2021.3.372-380
Young-Sang Choi, S. Abdieva
This study is theoretical on the sentiment analysis field of deep learning-based natural language processing, which is the world's advanced technology, namely data collection and preprocessing stage, tokenizing stage, Sentiment Dictionary construction stage, positive and negative word extraction stage through sentiment analysis, deep learning introduces major contents and related technologies such as model configuration, execution stage, and data visualization stage. In addition, speech processing technology performed in the data collection stage, STT (Speech to Text) and TTS (Text to Speech) technology will be introduced. In this study, a program was written using various open sources (libraries) including ’keras’ 2.0 version used in the deep learning natural language processing field of the python language base. This study is executed to help students who are studying deep learning natural language processing.
本研究是基于深度学习的自然语言处理情感分析领域的理论研究，是世界上先进的技术，即通过情感分析进行数据采集和预处理阶段、标记化阶段、情感词典构建阶段、正负词提取阶段，深度学习引入了模型配置、执行阶段、数据可视化阶段等主要内容和相关技术。此外，还将介绍在数据采集阶段执行的语音处理技术，即STT (speech to Text)和TTS (Text to speech)技术。本研究利用python语言库中深度学习自然语言处理领域使用的“keras”2.0版本等多种开源(库)编写了一个程序。本研究旨在帮助正在学习深度学习自然语言处理的学生。
{"title":"A STUDY ON THE SENTIMENT ANALYSIS (POSITIVE, NEGATIVE) OF WORDS APPEARING IN KYRGYZ NEWS BY APPLYING THE DEEP LEARNING-BASED NLP (NATURAL LANGUAGE PROCESSING) TECHNIQUES FOR STUDENTS PRACTICE","authors":"Young-Sang Choi, S. Abdieva","doi":"10.35803/1694-5298.2021.3.372-380","DOIUrl":"https://doi.org/10.35803/1694-5298.2021.3.372-380","url":null,"abstract":"This study is theoretical on the sentiment analysis field of deep learning-based natural language processing, which is the world's advanced technology, namely data collection and preprocessing stage, tokenizing stage, Sentiment Dictionary construction stage, positive and negative word extraction stage through sentiment analysis, deep learning introduces major contents and related technologies such as model configuration, execution stage, and data visualization stage.\u0000In addition, speech processing technology performed in the data collection stage, STT (Speech to Text) and TTS (Text to Speech) technology will be introduced.\u0000In this study, a program was written using various open sources (libraries) including ’keras’ 2.0 version used in the deep learning natural language processing field of the python language base. This study is executed to help students who are studying deep learning natural language processing.","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82829389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-27DOI: 10.35803/1694-5298.2021.3.467-471
Сh.O. Imanbekova, A. Sherbekova
In the Kyrgyz Republic, the problem of taxes is also one of the most complex and contradictory in the practice of ongoing reforms. Tax policy is one of the most important elements of government regulation. Being the main source of replenishment of state budgets and extrabudgetary funds, taxes serve as a key fiscal mechanism for the redistribution of national income in accordance with established social priorities, as well as a regulatory lever for stimulating and developing the economy.
{"title":"EAEU: THE HISTORY OF CREATION AND HARMONIZATION OF THE TAX SYSTEM OF THE PARTICIPATING COUNTRIES","authors":"Сh.O. Imanbekova, A. Sherbekova","doi":"10.35803/1694-5298.2021.3.467-471","DOIUrl":"https://doi.org/10.35803/1694-5298.2021.3.467-471","url":null,"abstract":"In the Kyrgyz Republic, the problem of taxes is also one of the most complex and contradictory in the practice of ongoing reforms. Tax policy is one of the most important elements of government regulation. Being the main source of replenishment of state budgets and extrabudgetary funds, taxes serve as a key fiscal mechanism for the redistribution of national income in accordance with established social priorities, as well as a regulatory lever for stimulating and developing the economy.","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"172 1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78139285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"L’assouplissement de l’autorisation de séjour provisoire après l’obtention d’un diplôme en France","authors":"Raphaël Maurel","doi":"10.35562/alyoda.6706","DOIUrl":"https://doi.org/10.35562/alyoda.6706","url":null,"abstract":"","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84838411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":" Les animaux sauvages dans les cirques : un dernier tour de piste ?","authors":"A. Carpentier","doi":"10.35562/alyoda.6703","DOIUrl":"https://doi.org/10.35562/alyoda.6703","url":null,"abstract":"","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78582544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Feu d’artifices (juridiques) à propos de l’annulation d’une autorisation d’implantation d’un bureau de tabac","authors":"Guilhem Baldy","doi":"10.35562/alyoda.6690","DOIUrl":"https://doi.org/10.35562/alyoda.6690","url":null,"abstract":"","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80569063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Indemnisation d’un candidat évincé : le refus de la « mitigation","authors":"F. Cafarelli","doi":"10.35562/alyoda.6693","DOIUrl":"https://doi.org/10.35562/alyoda.6693","url":null,"abstract":"","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"121 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78438396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"L’intangibilité de l’ouvrage public au ralenti","authors":"C. Roux","doi":"10.35562/alyoda.6685","DOIUrl":"https://doi.org/10.35562/alyoda.6685","url":null,"abstract":"","PeriodicalId":22490,"journal":{"name":"The Herald of KSUCTA, №3, 2021","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76230723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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