CAUSALYSIS: Causal Machine Learning for Real-Estate Investment Decisions

Rodrigo Rivera-Castro, Evgeny Burnaev
{"title":"CAUSALYSIS: Causal Machine Learning for Real-Estate Investment Decisions","authors":"Rodrigo Rivera-Castro, Evgeny Burnaev","doi":"10.1109/DSAA53316.2021.9564210","DOIUrl":null,"url":null,"abstract":"As a company, proper financial planning is challenging. The knowledge is specific and competent experts are scarce. Poor financial management has a high cost. It results in penalty fees, missed opportunities, and return on investment. CAUSALYSIS empowers small and medium businesses with financial scenario planning powered by Causal Machine Learning. We describe a use case for causal machine learning on the ROI of property rentals.","PeriodicalId":129612,"journal":{"name":"2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DSAA53316.2021.9564210","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

As a company, proper financial planning is challenging. The knowledge is specific and competent experts are scarce. Poor financial management has a high cost. It results in penalty fees, missed opportunities, and return on investment. CAUSALYSIS empowers small and medium businesses with financial scenario planning powered by Causal Machine Learning. We describe a use case for causal machine learning on the ROI of property rentals.
因果分析:房地产投资决策的因果机器学习
作为一家公司,正确的财务规划是具有挑战性的。知识是具体的,有能力的专家是稀缺的。财务管理不善的代价很高。它会导致罚款、错失机会和投资回报。CAUSALYSIS为中小型企业提供由因果机器学习驱动的财务场景规划。我们描述了一个关于物业租赁ROI的因果机器学习用例。
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