The application of predictive analysis in decision-making processes on the example of mining company’s investment projects

Maciej Wach; Iwona Chomiak-Orsa

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The application of predictive analysis in decision-making processes on the example of mining company’s investment projects

机译：预测分析在矿业公司投资项目举例中的决策过程中的应用

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The authors present a method of supporting decision-making processes with the use of predictive analytics. The method is presented with an example of investment project portfolios of a mining company. In the research multiple predictive models have been tested to determine most effective algorithms and key project attributes allowing to predict possible budget deviations. The proposed approach can be applied in other organizations managing projects according to project methodologies with access to structured project data.

机译：作者提出了一种通过使用预测分析来支持决策过程的方法。该方法具有矿业公司投资项目组合的一个例子。在研究中，已经测试了多种预测模型，以确定最有效的算法和允许预测可能预算偏差的关键项目属性。该拟议的方法可以应用于根据项目方法管理项目的其他组织，通过访问结构化项目数据。

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《Procedia Computer Science》 |2021年第a期|共9页
作者
Maciej Wach; Iwona Chomiak-Orsa;
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predictive analyticsartificial inteligencedecision-making processesproject managment;

机译：预测分析人工智能Igence决策过程项目管理;

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2. Australian Gov To Impose New Resource Rent Tax From July 2012- Mining companies: '40% of profit on mineral resources projects will curtail investment' [J] . The TEX Report . 2010,第May7期

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3. Australian Gov To Impose New Resource Rent Tax From July 2012- Mining companies: '40% of profit on mineral resources projects will curtail investment' [J] . The TEX Report . 2010,第May7期

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4. Analysis of Strategic Decision-making of Company's Project Investment Based on Portfolio Theory [C] . Zhang Guoying IEEE international conference on industrial engineering and engineering management;IEEM'2009 . 2009

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5. Predicting Mining Company-Stakeholder Conflict and Incorporating Social Conditions into Mining Project Valuation [D] . ?Teschner, Benjamin Augustus 2020

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The application of predictive analysis in decision-making processes on the example of mining company’s investment projects

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