可再生信息检索信息基础设施的一种实现方法

A. Shinkarev, Softmast-IT, Russian Federation Chelyabinsk
{"title":"可再生信息检索信息基础设施的一种实现方法","authors":"A. Shinkarev, Softmast-IT, Russian Federation Chelyabinsk","doi":"10.14529/CTCR210101","DOIUrl":null,"url":null,"abstract":"Major tasks in the field of information technology that business faces today one way or another relate to data processing and search for new information in it. The methods in use include statistical methods, machine learning models, and simpler methods and models. However, all solutions aimed at information search require an information infrastructure that would meet the basic requirements for systems of this kind. The purpose of the study was to describe the main functional and technical requirements to modern systems implementing renewable information search. The author meant to form fundamental architectural proposals for the design of the system as a whole and its key parts, as well as to identify the main components of the information system and approaches to solving key problems for solutions based on the message exchange mechanism. Materials and methods. The paper considers the modern statement of the problem of creating enterprise information systems for renewable information search. The author compares message brokers that are viewed as the most interesting in the framework of this statement. Results. The article substantiates the relevance of the problem of creating information systems for renewable information search and formulates the task to create a system of such kind. The author makes an overview of the architecture design of the solution at a high level of abstraction. The modular composition of the information system under consideration is discussed. Kafka is chosen and substantiated as the most suitable message broker. The nuances of technical solutions to eliminate duplicate records and filter the latest information search results are analyzed.","PeriodicalId":338904,"journal":{"name":"Bulletin of the South Ural State University. Ser. Computer Technologies, Automatic Control & Radioelectronics","volume":"58 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"ON ONE APPROACH TO IMPLEMENTATION OF INFORMATION INFRASTRUCTURE FOR RENEWABLE INFORMATION SEARCH\",\"authors\":\"A. Shinkarev, Softmast-IT, Russian Federation Chelyabinsk\",\"doi\":\"10.14529/CTCR210101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Major tasks in the field of information technology that business faces today one way or another relate to data processing and search for new information in it. The methods in use include statistical methods, machine learning models, and simpler methods and models. However, all solutions aimed at information search require an information infrastructure that would meet the basic requirements for systems of this kind. The purpose of the study was to describe the main functional and technical requirements to modern systems implementing renewable information search. The author meant to form fundamental architectural proposals for the design of the system as a whole and its key parts, as well as to identify the main components of the information system and approaches to solving key problems for solutions based on the message exchange mechanism. Materials and methods. The paper considers the modern statement of the problem of creating enterprise information systems for renewable information search. The author compares message brokers that are viewed as the most interesting in the framework of this statement. Results. The article substantiates the relevance of the problem of creating information systems for renewable information search and formulates the task to create a system of such kind. The author makes an overview of the architecture design of the solution at a high level of abstraction. The modular composition of the information system under consideration is discussed. Kafka is chosen and substantiated as the most suitable message broker. The nuances of technical solutions to eliminate duplicate records and filter the latest information search results are analyzed.\",\"PeriodicalId\":338904,\"journal\":{\"name\":\"Bulletin of the South Ural State University. Ser. Computer Technologies, Automatic Control & Radioelectronics\",\"volume\":\"58 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Bulletin of the South Ural State University. Ser. Computer Technologies, Automatic Control & Radioelectronics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.14529/CTCR210101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bulletin of the South Ural State University. Ser. Computer Technologies, Automatic Control & Radioelectronics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14529/CTCR210101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

当今企业所面临的信息技术领域的主要任务都与数据处理和在其中搜索新信息有关。使用的方法包括统计方法、机器学习模型和更简单的方法和模型。然而,所有针对信息搜索的解决方案都需要满足这类系统基本需求的信息基础结构。该研究的目的是描述实现可再生信息搜索的现代系统的主要功能和技术要求。作者打算对整个系统及其关键部分的设计形成基本的体系结构建议,并确定信息系统的主要组成部分和关键问题的解决方法,以实现基于消息交换机制的解决方案。材料和方法。本文考虑了建立企业信息系统以实现可再生信息检索的现代表述。作者比较了在该语句的框架中最有趣的消息代理。结果。文章论证了建立可再生信息检索信息系统问题的相关性,并提出了建立可再生信息检索信息系统的任务。作者在高抽象层次上概述了解决方案的体系结构设计。讨论了所考虑的信息系统的模块化组成。Kafka被选为最合适的消息代理。分析了消除重复记录和过滤最新信息搜索结果的技术解决方案的细微差别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
ON ONE APPROACH TO IMPLEMENTATION OF INFORMATION INFRASTRUCTURE FOR RENEWABLE INFORMATION SEARCH
Major tasks in the field of information technology that business faces today one way or another relate to data processing and search for new information in it. The methods in use include statistical methods, machine learning models, and simpler methods and models. However, all solutions aimed at information search require an information infrastructure that would meet the basic requirements for systems of this kind. The purpose of the study was to describe the main functional and technical requirements to modern systems implementing renewable information search. The author meant to form fundamental architectural proposals for the design of the system as a whole and its key parts, as well as to identify the main components of the information system and approaches to solving key problems for solutions based on the message exchange mechanism. Materials and methods. The paper considers the modern statement of the problem of creating enterprise information systems for renewable information search. The author compares message brokers that are viewed as the most interesting in the framework of this statement. Results. The article substantiates the relevance of the problem of creating information systems for renewable information search and formulates the task to create a system of such kind. The author makes an overview of the architecture design of the solution at a high level of abstraction. The modular composition of the information system under consideration is discussed. Kafka is chosen and substantiated as the most suitable message broker. The nuances of technical solutions to eliminate duplicate records and filter the latest information search results are analyzed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Formalization of Basic Processes and Mathematical Model of the System for Monitoring and Analysis of Publications of Electronic Media Determination of the Parameters of the La¬mination of a Bimetallic Plate by Means of Active Thermal Non-Destructive Control Perm Region Natural Resource Potential Forecasting Using Machine Learning Models To the Question of Determining the Barometric Height by a Mechanical Altimeter and Air Signal System Formalism of Writing Out of Manipulators Dynamic Equation
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1