A product recommendation method based on a vending machine and a device thereof

A vending machine and product recommendation technology, applied in the input/output of user/computer interaction, coin-operated equipment for distributing discrete items, coin-operated equipment for distributing discrete items, etc., can solve user experience Poor quality, long shopping time, and low shopping efficiency for users, to improve user experience, improve shopping efficiency, and save shopping time

Inactive Publication Date: 2019-01-08
SHENZHEN MALONG TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the open-based vending machine, during the shopping process, the user can only observe and select one by one among the many commodities displayed in the vending machine, and check the commodities in the vending machine one by one to select the product that the user needs. The more varieties of products on display, the longer the shopping time for users, resulting in low shopping efficiency for users, and it is impossible to select frequently purchased or needed products in a short time
[0004] In short, the current existing vending machines can only select the products that the user needs from a large number of displayed products by manually observing all the products in the vending machine one by one. Find the products that users often buy or need, resulting in low shopping efficiency for users, wasting a lot of time, affecting the shopping time of other consumers, and poor user experience

Method used

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  • A product recommendation method based on a vending machine and a device thereof
  • A product recommendation method based on a vending machine and a device thereof
  • A product recommendation method based on a vending machine and a device thereof

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0078] refer to figure 2 , the first embodiment of the present invention provides a product recommendation method based on a vending machine, including:

[0079] Step S10, authenticating the user, if the user is an authenticated user, obtaining the authentication information of the user;

[0080] As mentioned above, the vending machine-based product recommendation method provided by this embodiment can be applied to open shopping environments, such as shopping malls, supermarkets and other places, that is, unattended, and users can freely pick up goods. In this embodiment, it can be an open vending machine. After the user starts shopping, the door of the vending machine is opened, and the user directly takes the goods inside, and the vending machine monitors the user's shopping through the image acquisition device. Behaviors and purchased items are identified and counted to realize the final settlement of the user's purchased items.

[0081] As mentioned above, the authenti...

Embodiment 2

[0093] refer to image 3 , the second embodiment of the present invention provides a product recommendation method based on automatic vending machines, based on the above figure 2 In the first embodiment shown, after the step S40 of "controlling the LED indicator light corresponding to the product display area to light up to prompt the user to purchase the recommended product in the product display area", it also includes :

[0094] Step S50, receiving a shopping start instruction generated by the first infrared sensor triggered by the user's shopping gesture;

[0095] As mentioned above, the first infrared sensor is installed in the vending machine where it can sense the user's shopping gestures. When the user stretches his hands or limbs into a shopping area of ​​the vending machine, the sensor senses the shopping gestures and generates a shopping start command.

[0096] As mentioned above, after determining the recommended product corresponding to the user and giving a cor...

Embodiment 3

[0103] refer to Figure 4 , the third embodiment of the present invention provides a product recommendation method based on automatic vending machines, based on the above image 3 In the second embodiment shown, the step S60 is "according to the shopping start instruction, identify the current shopping item taken by the user, and judge whether the current shopping item is the recommended item according to the identification result" include:

[0104] Step S61, according to the shopping start instruction, collect shopping continuous shooting images of the user's shopping gestures;

[0105] The above-mentioned continuous shooting images for shopping can be continuous shooting static images, dynamic GIF animations or video files. Specifically, the continuous shooting images for the user to pick up the goods.

[0106] The continuous shooting images can be static images collected at fixed time intervals, for example, the frequency of 1 frame / 2S, or ten images are continuously sho...

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PUM

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Abstract

The invention provides a commodity recommendation method based on a vending machine and a device thereof. The method comprises the following steps: authenticating a user, and if the user is an authenticated user, obtaining authentication information of the user; acquiring a historical purchase record according to the authentication information of the user; determining a recommended commodity corresponding to the user; determining a commodity display area corresponding to the recommended commodity according to the recommended commodity; in addition, controlling the LED indicator corresponding to the commodity display area to light up to prompt the user to purchase the recommended commodity in the commodity display area. The invention realizes the intelligent recommendation of the recommended goods corresponding to the frequently purchased or habitual interest points of the user. The LED indicator light is directly lit in the commodity display area corresponding to the recommended goodsof the user, which provides convenience for the user to search for the recommended goods habitually purchased, improves the shopping efficiency, saves the shopping time, and improves the user experience.

Description

technical field [0001] The present invention relates to the technical field of automatic vending machines, and more specifically, to a method and device for recommending commodities based on automatic vending machines. Background technique [0002] Material circulation is the most basic element of human society. As an important means of current material circulation, the retail industry or open related industries that sell directly to consumers (hereinafter referred to as the retail industry or retail enterprises) need to employ a large number of cashiers to realize the purchase and sale of goods. The purchased items are counted one by one, and after the statistics are completed, the payment is completed together with the consumer. [0003] The vending machine solves the defects of manual statistics and manual settlement in the retail industry, and is a consumer-oriented sales method with unmanned sales and automatic settlement. Through the user's selection, the types and t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/06G06F3/01G06F21/32G06K9/00G07F11/00G07F9/02G07F7/10
CPCG06F3/017G06F21/32G06Q30/0631G07F7/10G07F9/026G07F9/002G06V40/107
Inventor 黄鼎隆马修·罗伯特·斯科特马咪娜夏燕球
Owner SHENZHEN MALONG TECH
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