Method and device for generating meal set

A technology for meals and packages, applied in the field of electronic information, can solve problems such as low efficiency in package generation

Active Publication Date: 2019-01-15
KOU KOU XIANG CHUAN BEIJING NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, in the process of implementing the present invention, the inventor found that the above-mentioned method in the prior art has at least the following problems: the manual matching of the set menu leads to low efficiency of the set meal creation, and is limited by the experience of the catering staff, resulting in artificial matching. The packages often do not cater well to the needs of the majority of users

Method used

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  • Method and device for generating meal set
  • Method and device for generating meal set
  • Method and device for generating meal set

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0059] figure 1 A flow chart of a method for generating a meal set provided in Embodiment 1 of the present invention is shown. Such as figure 1 As shown, the method includes:

[0060] Step S110: Obtain historical ordering records corresponding to the sample users.

[0061] Among them, in order to improve the accuracy and universality of model training, a large number of ordering users can be collected in advance as sample users, and, in order to meet the needs of various groups of people, the user types of sample users can cover various types to reflect various types. The user's ordering preference. Specifically, a historical order record generally refers to an order record generated during an order process. For example, assuming that user A ordered a meal at noon on June 1, the order corresponds to a historical order record.

[0062] Step S120: Generate order sample data according to the order sequence information of each ordered product contained in the historical order...

Embodiment 3

[0092] image 3 It shows a schematic structural diagram of a device for generating a meal set provided in Embodiment 3 of the present invention, and the device includes:

[0093] The acquisition module 31 is adapted to acquire historical ordering records corresponding to sample users;

[0094] The sample data generation module 32 is adapted to generate order sample data according to the order sequence information of each ordered item included in the historical order record;

[0095] The training module 33 is adapted to train the order sample data through a machine learning model, so as to determine the time series correlation between each ordered meal;

[0096] The set meal generating module 34 is adapted to generate meal set information according to the time-series association relationship between the ordered meals.

[0097] Optionally, the sample data generation module 32 is specifically adapted to:

[0098] For each historical order record, obtain the order time and / or o...

Embodiment 4

[0114] Embodiment 4 of the present application provides a non-volatile computer storage medium, the computer storage medium stores at least one executable instruction, and the computer executable instruction can execute the method for generating a meal set in any of the above method embodiments . The executable instruction may be specifically used to cause the processor to perform each corresponding operation in the foregoing method embodiments.

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Abstract

The invention discloses a method and a device for generating a meal set, which relate to the electronic information field. The method comprises the following steps: obtaining a historical order recordcorresponding to a sample user; generating ordering sample data according to ordering timing information of each ordered meal contained in the historical ordering record; training the ordering sampledata through a machine learning model to determine a temporal correlation between each ordered meal; generating meal set information according to the temporal correlation between the ordered meals. As the ordering time sequence information in the ordering process can further reflect the preference of the user for the meal, the invention combines the ordering time sequence information of each ordered meal to carry out training and generate a set meal, so that the generated set meal can more meet the needs of the user.

Description

technical field [0001] The invention relates to the field of electronic information, in particular to a method and device for generating meal packages. Background technique [0002] In order to improve customers' ordering efficiency, many merchants have launched a variety of packages for users to choose from. Since the set meal includes various meals such as staple food, non-staple food, soup, etc., it can meet the all-round needs of users, thereby avoiding the time-consuming and labor-intensive problems caused by users selecting each meal one by one, and has been favored by a large number of users. Admired. In the existing technology, most of the packages pushed by merchants are manually generated: catering staff manually match several packages according to the food matching habits and past sales experience. [0003] However, in the process of implementing the present invention, the inventor found that the above-mentioned method in the prior art has at least the following...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/12G06N20/00
CPCG06Q50/12
Inventor 张杨沈丹隋宜桓黄瑞李素凌
Owner KOU KOU XIANG CHUAN BEIJING NETWORK TECH CO LTD
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