Article circulation information generation method, circulation prediction information generation method and device
A technology of item information and forecast information, applied in the computer field, can solve problems such as poor generalization ability and high complexity of item circulation information prediction model
Active Publication Date: 2022-07-26
BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD
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Problems solved by technology
Due to the large number of information categories corresponding to each sub-activity information of the value reduction activity information, the complexity of the item circulation information prediction model is high, so that the item circulation information prediction model after subsequent training may have overfitting and poor generalization ability. question
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[0042] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided for a thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes, and are not intended to limit the protection scope of the present disclosure.
[0043] In addition, it should be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. The embodiments of this disclosure and features of the embodiments may be combined with each other without conflict.
[0044] It should be noted that the conce...
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The embodiment of the invention discloses an article circulation information generation method and device and a circulation prediction information generation method and device. A specific embodiment of the method comprises the following steps: acquiring a circulation plan data set for value reduction article information; extracting static attribute feature information and dynamic attribute feature information corresponding to each piece of circulation plan data in the circulation plan data set to obtain a static attribute feature information set and a dynamic attribute feature information set; according to the static attribute feature information set and a pre-trained conventional circulation information prediction model, generating a conventional circulation prediction information set for the value reduction article information; and generating an article circulation information set in the article value reduction period for the value reduction article information. The implementation mode is related to artificial intelligence, and the article circulation information corresponding to the value reduction article information can be accurately predicted by using the trained conventional circulation information prediction model and article circulation information prediction model.
Description
technical field [0001] Embodiments of the present disclosure relate to the field of computer technology, and in particular, to a method for generating item circulation information, a method, apparatus, electronic device, and computer-readable medium for generating circulation prediction information. Background technique [0002] During item value reduction activities, accurate forecasting of item flow information often helps warehouse managers make reasonable inventory plans. For the prediction of item circulation information during the item value reduction activity, the usual method is as follows: first, obtain the value reduction activity information set during the item value reduction activity. Each value reduction activity information includes a plurality of sub activity information. For example, the sub-activity information may be, but is not limited to, one of the following: item information of the value-reduced item, and item circulation plan information of the value...
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IPC IPC(8): G06Q30/02G06Q10/08G06K9/62
CPCG06Q30/0202G06Q10/087G06F18/214
Inventor 邓泓舒语黄智杰庄晓天吴盛楠
Owner BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD