{"title":"商业中的机器学习:简要概述","authors":"Tsvetelina Mladenova","doi":"10.1109/ISMSIT52890.2021.9604744","DOIUrl":null,"url":null,"abstract":"Machine learning is viewed as one of the most progressive and researched areas in recent years. While many businesses are adopting the technology there is quite a big percentage of organizations that are facing challenges when deciding on their machine learning strategy. This article is an overview of the term \"business process\" and the ways a machine learning algorithm can be implemented in it. Some challenges when designing and using machine learning algorithms for a real-time business environment are reviewed.","PeriodicalId":120997,"journal":{"name":"2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"52 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Machine Learning in Business: A Short Overview\",\"authors\":\"Tsvetelina Mladenova\",\"doi\":\"10.1109/ISMSIT52890.2021.9604744\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Machine learning is viewed as one of the most progressive and researched areas in recent years. While many businesses are adopting the technology there is quite a big percentage of organizations that are facing challenges when deciding on their machine learning strategy. This article is an overview of the term \\\"business process\\\" and the ways a machine learning algorithm can be implemented in it. Some challenges when designing and using machine learning algorithms for a real-time business environment are reviewed.\",\"PeriodicalId\":120997,\"journal\":{\"name\":\"2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)\",\"volume\":\"52 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISMSIT52890.2021.9604744\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMSIT52890.2021.9604744","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Machine learning is viewed as one of the most progressive and researched areas in recent years. While many businesses are adopting the technology there is quite a big percentage of organizations that are facing challenges when deciding on their machine learning strategy. This article is an overview of the term "business process" and the ways a machine learning algorithm can be implemented in it. Some challenges when designing and using machine learning algorithms for a real-time business environment are reviewed.