Decision analysis of data mining project based on bayesian risk
文献类型：期刊论文
| 作者 | Nie, Guangli1,2; Zhang, Lingling1,2; Liu, Ying2; Zheng, Xiuyu1,2; Shi, Yong2 |
| 刊名 | Expert systems with applications
 |
| 出版日期 | 2009-04-01 |
| 卷号 | 36期号:3页码:4589-4594 |
| 关键词 | Decision analysis Data mining Business intelligence |
| ISSN号 | 0957-4174 |
| DOI | 10.1016/j.eswa.2008.05.014 |
| 通讯作者 | Nie, guangli(sdungl@163.com) |
| 英文摘要 | Data mining, an efficient method of business intelligence, is a process to extract knowledge from large scale data. as the augment of the size of enterprise and the data, data mining as a way to make use of the data become more and more necessary. but now most of the literatures only focus on the algorithm itself. few literatures research what qualification to fulfill before the decision doing data mining from the perspective of the company manager. this paper discusses the factors affect the data mining project. based on the bayesian risk, we build a model taking the risk attitude of the top executive in account to help them make decision whether to do data mining or not. (c) 2008 published by elsevier ltd. |
| WOS关键词 | ALGORITHMS ; HEALTH ; IMPACT |
| WOS研究方向 | Computer Science ; Engineering ; Operations Research & Management Science |
| WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Operations Research & Management Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000263584100052 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2396030 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Nie, Guangli |
| 作者单位 | 1.Chinese Acad Sci, Grad Univ, Sch Management, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Res Ctr Fictitious Econ & Data Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Nie, Guangli,Zhang, Lingling,Liu, Ying,et al. Decision analysis of data mining project based on bayesian risk[J]. Expert systems with applications,2009,36(3):4589-4594. |
| APA | Nie, Guangli,Zhang, Lingling,Liu, Ying,Zheng, Xiuyu,&Shi, Yong.(2009).Decision analysis of data mining project based on bayesian risk.Expert systems with applications,36(3),4589-4594. |
| MLA | Nie, Guangli,et al."Decision analysis of data mining project based on bayesian risk".Expert systems with applications 36.3(2009):4589-4594. |
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来源：中国科学院大学
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