Cargo source recommendation method and device, electronic device and storage medium

A recommendation method and source of goods technology, applied in the Internet field, can solve problems such as different models, inconsistent compatibility settings, and heavy development workload, so as to achieve full utilization, guarantee models and features, and improve iteration efficiency.

Active Publication Date: 2019-07-05
JIANGSU MANYUN SOFTWARE TECH CO LTD
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  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

[0008] However, this method has the following defects: the development workload is large
[0010] As for the solution of directly calling the existing open source machine learning library interface, the main problem is that different businesses need to use different frameworks and languages
When calling various frameworks separately, it is very easy to cause problems such as inconsistent online and offline models, repeated compatibility settings, etc.

Method used

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  • Cargo source recommendation method and device, electronic device and storage medium
  • Cargo source recommendation method and device, electronic device and storage medium
  • Cargo source recommendation method and device, electronic device and storage medium

Examples

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Embodiment Construction

[0056] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.

[0057]Furthermore, the drawings are merely schematic illustrations of the invention and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted. Some of the block diagrams shown in the drawings are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemen...

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Abstract

The invention provides a cargo source recommendation method and device, an electronic device and a storage medium. The cargo source recommendation method comprises the steps of obtaining the originalfeatures in real time; calling a model configuration file and a feature configuration file of the trained cargo source matching model, wherein the model configuration file and the feature configuration file are generated after the cargo source matching model is trained; converting the original feature into a feature vector according to the feature configuration file; establishing a cargo source matching model object according to the model configuration file; and inputting the feature vector into the cargo source matching model object to obtain the output of the cargo source matching model. According to the method and the device provided by the invention, the consistency of the characteristics during model training and model use is improved.

Description

technical field [0001] The present invention relates to the technical field of the Internet, in particular to a method, device, electronic equipment, and storage medium for recommending a source of goods. Background technique [0002] With the advent of the big data era, for logistics platforms, efficient matching of drivers and goods can greatly help reduce information search costs and improve market efficiency. The platform has data advantages, can calculate the driver's historical preference based on the accumulated massive historical data, and try to recommend goods similar to the driver's preference. However, due to the complexity of the real situation of long-distance freight transport, guessing the driver's current preference only through historical data sometimes has a large error. Therefore, it is very important to try to use more real-time driver behavior data to guess their preferences. [0003] The current technology mainly recommends goods for drivers based on...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08
CPCG06Q10/083
Inventor 汪昊楠宁永恒李轩增
Owner JIANGSU MANYUN SOFTWARE TECH CO LTD
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