专业信息检索系统的改进算法研究

Huajia Wang, R. Hu, Hong Xu
{"title":"专业信息检索系统的改进算法研究","authors":"Huajia Wang, R. Hu, Hong Xu","doi":"10.1145/3316551.3316574","DOIUrl":null,"url":null,"abstract":"As the Internet develops faster and faster, resources are becoming more and more abundant. It is more and more difficult for people to retrieve the information they need from a large number of resources. The professional information retrieval system came into being. However, the current system can not retrieve resources to meet the user's requirements. In this paper, I propose a new TF-IDF information retrieval improved algorithm, which makes the resources retrieved by the information retrieval system more professional and presents people with a more accurate result. The experimental results show that the TF-IDF improved algorithm can achieve higher precision P and Recall R.","PeriodicalId":300199,"journal":{"name":"Proceedings of the 2019 3rd International Conference on Digital Signal Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on an Improved Algorithm of Professional Information Retrieval System\",\"authors\":\"Huajia Wang, R. Hu, Hong Xu\",\"doi\":\"10.1145/3316551.3316574\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the Internet develops faster and faster, resources are becoming more and more abundant. It is more and more difficult for people to retrieve the information they need from a large number of resources. The professional information retrieval system came into being. However, the current system can not retrieve resources to meet the user's requirements. In this paper, I propose a new TF-IDF information retrieval improved algorithm, which makes the resources retrieved by the information retrieval system more professional and presents people with a more accurate result. The experimental results show that the TF-IDF improved algorithm can achieve higher precision P and Recall R.\",\"PeriodicalId\":300199,\"journal\":{\"name\":\"Proceedings of the 2019 3rd International Conference on Digital Signal Processing\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-02-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2019 3rd International Conference on Digital Signal Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3316551.3316574\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2019 3rd International Conference on Digital Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3316551.3316574","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

随着互联网的发展越来越快,资源也越来越丰富。人们越来越难以从海量的资源中检索到自己需要的信息。专业的信息检索系统应运而生。然而,目前的系统无法检索到满足用户需求的资源。本文提出了一种新的TF-IDF信息检索改进算法,使信息检索系统检索到的资源更加专业,呈现给人们的结果更加准确。实验结果表明,TF-IDF改进算法可以获得更高的精度P和召回率R。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on an Improved Algorithm of Professional Information Retrieval System
As the Internet develops faster and faster, resources are becoming more and more abundant. It is more and more difficult for people to retrieve the information they need from a large number of resources. The professional information retrieval system came into being. However, the current system can not retrieve resources to meet the user's requirements. In this paper, I propose a new TF-IDF information retrieval improved algorithm, which makes the resources retrieved by the information retrieval system more professional and presents people with a more accurate result. The experimental results show that the TF-IDF improved algorithm can achieve higher precision P and Recall R.
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
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信