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METHOD OF FORECASTING NEW PRODUCT'S LIFE CYCLE BASED ON PRODUCT'S PROPERTY USING SMART GROWTH MODEL
METHOD OF FORECASTING NEW PRODUCT'S LIFE CYCLE BASED ON PRODUCT'S PROPERTY USING SMART GROWTH MODEL
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机译:基于智能增长模型的基于产品属性的新产品生命周期预测方法
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摘要
The present invention relates to an apparatus and a method to predict a life cycle of a product based on the product properties. An embodiment of the present invention provides an apparatus to predict the life cycle of a new product. The apparatus comprises: a product property database which stores the product property variable value for each product; a prediction module (1040) which uses the product property variable value as a variable and uses a mixed ensemble model of at least two regression models to predict p (innovation coefficient) and q (imitation coefficient) of a Bass Model, and predicts the life cycle of a new product using the p and the q; and a display unit which displays the predicted life cycle of the new product.
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