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BIG DATA-BASED RESOURCE RECOMMENDATION METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUM

机译:基于大数据资源推荐方法和装置,以及计算机设备和存储介质

摘要

A big data-based resource recommendation method, relating to data processing technology, and comprising: acquiring a training data set and a plurality of base models, and training the base models to obtain standard base models; predicting, by means of the standard base models, a second data subset comprised in the training data set to obtain at least two prediction result sets; classifying the prediction result sets by means of a classification model to obtain a first recommendation resource set; adding implicit feedback information of resource data into the first recommendation resource set to obtain a second recommendation resource set, and training a pre-constructed recommendation model by means of the second recommendation resource set to obtain a resource recommendation model; and inputting acquired target resource data and/or target user data into the resource recommendation model, generating a resource recommendation list, and performing resource pushing. In addition, the target resource data and/or the target user data can be stored in a blockchain node. The method can solve the problems of low resource recommendation efficiency and high costs.
机译:基于基于数据的资源推荐方法,与数据处理技术有关,包括:获取训练数据集和多个基础模型,并训练基础模型以获得标准基础模型;通过标准基础模型预测,包括在训练数据集中的第二数据子集,以获得至少两个预测结果集;借助于分类模型对预测结果集进行分类,以获得第一推荐资源集;将资源数据的隐式反馈信息添加到第一推荐资源集中以获得第二推荐资源集,并通过第二推荐资源集训练预构造的推荐模型,以获得资源推荐模型;并将所获取的目标资源数据和/或目标用户数据输入到资源推荐模型中,生成资源推荐列表和执行资源推动。另外,目标资源数据和/或目标用户数据可以存储在区块链节点中。该方法可以解决资源推荐效率低的问题和高成本。

著录项

  • 公开/公告号WO2021217938A1

    专利类型

  • 公开/公告日2021-11-04

    原文格式PDF

  • 申请/专利号WO2020CN105923

  • 发明设计人 LU YUANLI;

    申请日2020-07-30

  • 分类号G06F16/9535;

  • 国家 CN

  • 入库时间 2022-08-24 22:07:20

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