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METHODS AND DEVICES FOR CALCULATING RANKING SCORE AND CREATING MODEL, AND PRODUCT RECOMMENDATION SYSTEM

机译:评分和创建模型的计算方法和装置以及产品推荐系统

摘要

A method and device for calculating a ranking score of an object to be evaluated, a method and device for creating a ranking score calculation model, and a product recommendation system. The method for calculating a ranking score of an object to be evaluated comprises: obtaining for an object to be evaluated initial evaluation score data and additional ranking factor values, as well as actual behavior data extracted from past behavior data in an actual interaction behavior system (101); minimizing to an optimal target the difference between the actual ranking distribution obtained on the basis of actual behavior data and the predicted ranking distribution obtained on the basis of a pre-set ranking score calculation model, and solving for the weight coefficients of additional ranking factors in the ranking score calculation model (102); using said ranking score calculation model to calculate the ranking score of the object (103). In the present invention, additional ranking factors may be quickly and conveniently factored into calculations, and ranking scores resulting from said calculations can objectively and accurately predict the ranking of an object.
机译:用于计算要评估的对象的排名分数的方法和设备,用于创建排名分数计算模型的方法和设备以及产品推荐系统。用于计算待评估对象的排名得分的方法包括:获取待评估对象的初始评估得分数据和其他排名因子值,以及从实际交互行为系统中从过去行为数据中提取的实际行为数据( 101);将基于实际行为数据获得的实际排名分布与根据预设排名得分计算模型获得的预测排名分布之间的差异最小化到最佳目标,并求解附加排名因子的权重系数排名分数计算模型(102);使用所述排名分数计算模型来计算对象的排名分数(103)。在本发明中,可以将其他排名因子快速而方便地计入计算中,并且由所述计算产生的排名得分可以客观且准确地预测对象的排名。

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