Site arrival forecast method, device, electronic device and computer readable medium
A forecasting method and site technology, applied in the computer field, can solve the problems of slow analysis speed and low accuracy of arrival quantity.
Active Publication Date: 2022-06-07
BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD
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Problems solved by technology
[0003] However, when the above method is used to predict the arrival volume of the site, there are often the following technical problems: whether the proportion of the volume of each site corresponding to the final sorting center is determined from the dimension of the sorting center is stable, and the volume of each site is not considered The fluctuation of the proportion in the time dimension requires the use of expert experience and knowledge to determine whether the proportion of cargo volume is stable, the analysis speed is slow, and the analysis results are highly subjective, resulting in low accuracy of the predicted site arrival volume
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[0033] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these examples are provided so that the understanding of this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.
[0034] It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. In the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.
[0035] It should be noted that conc...
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The embodiment of the present disclosure discloses a method, a device, an electronic device, and a computer-readable medium for forecasting site arrival quantity. A specific implementation of the method includes: acquiring the volume information set of the target sorting center within a preset historical period; based on each site, generating each historical volume according to each historical volume of the corresponding site included in the volume information set The proportion is used as the historical volume proportion group to obtain the historical volume proportion group set; based on the historical volume proportion group set and each site, it is determined whether the historical volume proportion of the site is stable; in response to determining the historical volume of the target site The volume ratio is stable, and the target volume ratio is generated based on the historical volume collection and each historical volume of the corresponding target site; the site arrival volume is generated based on the target volume ratio and the predicted total volume of the target sorting center . This implementation manner can automatically and quickly determine the stability of the volume ratio of each site of the sorting center, improving the accuracy of the predicted site arrival volume.
Description
technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular to a site-to-shipment volume forecasting method, device, electronic device, and computer-readable medium. Background technique [0002] When carrying out logistics distribution, the logistics distribution network model of the first sorting center-last sorting center-site is usually used for distribution. Before the delivery of goods from the final sorting center to the site, the site arrival quantity of each site can be predicted based on the predicted total volume of the final sorting center. Therefore, it is necessary to first determine that the proportion of the station's cargo volume in the final sorting center is stable, so that the site's arrival volume can be predicted based on the stable cargo volume ratio. At present, when predicting the arrival volume of a site, the usual method is: based on variance analysis or graph analysis, determine w...
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IPC IPC(8): G06Q10/04G06Q10/08
CPCG06Q10/04G06Q10/0838
Inventor 苏小龙王煜庄晓天严良吴盛楠
Owner BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD