Application of Artificial Intelligence Technology in Decision Support Software

N. Xiong
{"title":"Application of Artificial Intelligence Technology in Decision Support Software","authors":"N. Xiong","doi":"10.1109/ICVRIS.2019.00056","DOIUrl":null,"url":null,"abstract":"Aiming at overcoming the limitations of artificial intelligence (AI) and decision support system (DSS), not expressing complex decision-making process, a scheme of decision support system based on data mining is proposed after introducing the definition. The method is based on the characteristics of decision support system of artificial intelligence technology, realizes the system platform with MATLAB programming tool in which the association rule algorithm based on decision tree is implemented, and gives the concrete structure. The experimental results show that the proposed scheme and implementation platform have good passability and can provide a good platform for further research on new data mining algorithms.The validity and practicability of the improved algorithm and platform are further verified multi-attribute decision making based on calyx confirmation population problem.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICVRIS.2019.00056","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Aiming at overcoming the limitations of artificial intelligence (AI) and decision support system (DSS), not expressing complex decision-making process, a scheme of decision support system based on data mining is proposed after introducing the definition. The method is based on the characteristics of decision support system of artificial intelligence technology, realizes the system platform with MATLAB programming tool in which the association rule algorithm based on decision tree is implemented, and gives the concrete structure. The experimental results show that the proposed scheme and implementation platform have good passability and can provide a good platform for further research on new data mining algorithms.The validity and practicability of the improved algorithm and platform are further verified multi-attribute decision making based on calyx confirmation population problem.
人工智能技术在决策支持软件中的应用
针对人工智能(AI)和决策支持系统(DSS)不能表达复杂决策过程的局限性,在引入定义的基础上,提出了一种基于数据挖掘的决策支持系统方案。该方法根据人工智能技术决策支持系统的特点,利用MATLAB编程工具实现了基于决策树的关联规则算法的系统平台,并给出了具体结构。实验结果表明,所提出的方案和实现平台具有良好的可通过性,可以为进一步研究新的数据挖掘算法提供良好的平台。进一步验证了改进算法和平台在基于花萼种群问题的多属性决策中的有效性和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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