کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
384753 660854 2009 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision analysis of data mining project based on Bayesian risk
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Decision analysis of data mining project based on Bayesian risk
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 36, Issue 3, Part 1, April 2009, Pages 4589–4594
نویسندگان
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