CN115641183B

CN115641183B - Intelligent retail system and method based on Internet of things

Info

Publication number: CN115641183B
Application number: CN202211102912.0A
Authority: CN
Inventors: 陈秋勇; 董小旭; 周子杰
Original assignee: Shenzhen Ant Zero Animal Things Technology Co ltd
Current assignee: Shenzhen Ant Zero Animal Things Technology Co ltd
Priority date: 2022-09-09
Filing date: 2022-09-09
Publication date: 2024-01-30
Anticipated expiration: 2042-09-09
Also published as: CN115641183A

Abstract

The invention provides an intelligent retail system and method based on the Internet of things. The intelligent retail method comprises the following steps: acquiring the types, brands and quantity of each commodity when the commodity enters a retail shopping place in real time, and acquiring basic information of the commodity; binding RFID tags with unique identifications to each commodity, scanning the RFID tags when the commodity does not exist, combining the commodity selling information with commodity basic information, and obtaining commodity residual quantity information; uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time; the method comprises the steps that a user inputs pre-purchased products on an Internet platform, and the Internet platform provides the user with position and navigation information of the optimal retail shopping places according to the current positioning address of the user and the types, brands and quantity of the products of the pre-purchased products. The system comprises modules corresponding to the method steps.

Description

Intelligent retail system and method based on Internet of things

Technical Field

The invention provides an intelligent retail system and method based on the Internet of things, and belongs to the technical field of the Internet of things.

Background

The internet of things is used for connecting any article with the internet through the information sensing equipment according to a contracted protocol to exchange and communicate information so as to realize intelligent identification, positioning, tracking, monitoring and management. In popular terms, the internet of things is the internet of things, and comprises two layers of meanings: firstly, the Internet of things is an extension and expansion of the Internet, and the core and the foundation of the Internet are still the Internet; secondly, the user side of the Internet of things not only comprises people, but also comprises articles, and the Internet of things realizes the exchange and communication of information among people, articles and articles.

The development of the online electronic commerce platform of the existing physical retail stores is gradually pushed by the market, mainly because the convenience of physical retail is insufficient, however, when the internet of things is rapidly developed, a method for improving the convenience of the physical retail stores in a physical network mode is needed.

Disclosure of Invention

The invention provides an intelligent retail system and method based on the Internet of things, which are used for solving the problems of low convenience and timeliness of acquiring commodity information of a physical retail place by a user in the sales process of the existing physical retail store:

an intelligent retail method based on the internet of things, the intelligent retail method comprising:

acquiring the types, brands and quantity of each commodity when the commodity enters a retail shopping place in real time, and acquiring basic information of the commodity;

binding RFID tags with unique identifications to each commodity, scanning the RFID tags when the commodity does not exist, combining the commodity selling information with commodity basic information, and obtaining commodity residual quantity information;

uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time;

the method comprises the steps that a user inputs pre-purchased products on an Internet platform, and the Internet platform provides the user with position and navigation information of the optimal retail shopping places according to the current positioning address of the user and the types, brands and quantity of the products of the pre-purchased products.

Further, collecting each commodity type, brand and quantity when the goods enter the retail shopping place in real time, and obtaining commodity basic information, including:

scanning and acquiring the information of a list of articles entering each batch of goods in a retail shopping place;

scanning each batch of goods to obtain scanning information, and integrating the scanning information to form scanning list information;

and comparing the scanned list information with the object list information, and determining whether to generate commodity basic information according to a comparison result.

Further, the information comparison of the scanned inventory information and the article inventory information is performed, and whether to generate commodity basic information is determined according to the comparison result, which comprises the following steps:

comparing the scanned list information with the object list information to judge whether an information error exists or not;

if information errors exist between the scanning list information and the article list information, carrying out goods checking early warning on goods checking staff according to the error information until the information errors are eliminated and then canceling the early warning;

if no information error exists between the scanning list information and the article list information, or after the information error is eliminated, extracting commodity type, brand and number information of each batch of cargoes;

And integrating the commodity type, brand and quantity information of each batch of goods into basic information corresponding to each batch of goods.

Further, binding an RFID tag of a unique identifier to each commodity, and performing RFID tag scanning when the commodity is not present, combining the commodity sales information with commodity basic information to obtain commodity residual amount information, including:

binding unique identifiers to each commodity, and implanting the unique identifiers into RFID tags of the commodities;

when the commodity is sold or put down, the RFID tag of the commodity is scanned, and the unique identification information of the commodity is obtained through scanning;

acquiring commodity type, brand and quantity information corresponding to the commodity in the basic information through the unique identification information;

and updating the corresponding commodity residual quantity in the commodity basic information corresponding to the commodity in real time according to the commodity selling or taking off condition and the commodity quantity corresponding to the scanned RFID label.

Further, the method includes inputting the pre-purchased products on the internet platform by the user, wherein the internet platform provides the position and navigation information of the optimal retail shopping places for the user according to the current positioning address of the user and the commodity types, brands and numbers of the pre-purchased products, and the method comprises the following steps:

Acquiring positioning address information of a user currently located by mobile equipment located by an Internet platform in real time;

the user inputs information of pre-purchased goods through an Internet platform; the pre-purchase commodity information comprises commodity brand names and pre-purchase quantity;

the Internet platform extracts the residual quantity of the commodities in the commodity basic information corresponding to the brand name of the commodity after receiving the pre-purchased commodity information;

providing a plurality of retail shopping places with optimal positions and corresponding positions for the user according to the residual commodity quantity, the positioning address information of the user and the position information of the retail shopping places;

the user performs target selection in the retail shopping places with the optimal positions, marks the retail shopping places selected by the user after receiving one retail shopping place selected by the user, and provides navigation information;

and extracting pre-purchased commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to the commodity brand name and the pre-purchased quantity in the pre-purchased commodity information, and pre-eliminating the quantity of the pre-selected commodities in the residual quantity of the commodities.

Further, providing the retail shopping places with optimal positions and corresponding positions for the user according to the remaining commodity quantity, the positioning address information of the user and the position information of the retail shopping places, wherein the positioning address information comprises:

extracting the residual quantity of commodities corresponding to commodities pre-purchased by a user and the quantity of preselected commodities corresponding to the commodities and selected by other users, and setting the pre-storage quantity of the commodities according to the residual quantity of the commodities and the quantity of the preselected commodities corresponding to the commodities and selected by other users, wherein the pre-storage quantity of the commodities is obtained through the following formula:

wherein W represents the pre-stock of the commodity; h represents the actual commodity residual quantity obtained after RFID label scanning is carried out through commodity selling or putting off the shelf;W _y representing a total predetermined number corresponding to the commodity; n represents the total number of users subscribing to the merchandise; w (W) _yi Representing the number of pre-selected items for the item for the ith user; w (W) _si Representing the actual purchase amount of the ith user after entering the retail shopping place; n is n _w Representing the number of users that are not within a predetermined distance from the retail shopping location; wherein the value range of the preset distance is 300m-500m;

when the commodity pre-storage quantity exceeds a preset quantity threshold value, calibrating the positions of retail shopping places where the commodity pre-storage quantity exceeds a preset value, and arranging the retail shopping places from front to back according to a near-to-far distance arrangement mode to form a retail shopping place list set;

Traversing retail shopping malls meeting the preset quantity threshold corresponding to each commodity pre-purchased by a user to obtain a plurality of retail shopping mall list sets;

comparing the plurality of retail shopping mall list sets, and extracting retail shopping malls with the repetition rate exceeding a repetition threshold value from the retail shopping mall list sets as candidate retail shopping malls; the repetition threshold is obtained by the following formula:

wherein L represents a repetition threshold; m represents the total number of retail shopping malls in which duplication occurs in the list set of all retail shopping malls; l (L) _min Representing a minimum number of repetitions of the retail shopping mall occurring in the set of all retail shopping mall lists; l (L) _max Representing the maximum number of repetitions of the retail shopping mall occurring in the set of all retail shopping mall lists; l (L) ₀ Represents a reference repetition rate, L ₀ The value range of (2) is 0.52-0.74:

and displaying the candidate retail shopping places to the user for selection according to the sequence from near to far.

An intelligent retail system based on the internet of things, the intelligent retail system comprising:

the real-time acquisition module is used for acquiring the types, brands and quantity of each commodity when the commodity enters the retail shopping place in real time and acquiring basic information of the commodity;

The information acquisition module is used for binding the RFID tag with the unique identifier to each commodity, scanning the RFID tag when the commodity does not exist, combining the commodity selling information with commodity basic information, and acquiring commodity residual quantity information;

the uploading module is used for uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time;

the scheme determining and taking module is used for inputting the pre-purchased products on the Internet platform through the user, and the Internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products.

Further, the real-time acquisition module includes:

the first scanning information module is used for scanning and acquiring the object list information of each batch of goods entering the retail shopping place;

the second scanning information module is used for scanning each batch of incoming cargoes, acquiring scanning information, and integrating the scanning information to form scanning list information;

and the information comparison module is used for comparing the scanned list information with the object list information and determining whether to generate commodity basic information according to the comparison result.

Further, the information comparison module includes:

the error judging module is used for comparing the scanned list information with the article list information and judging whether an information error exists or not;

the early warning module is used for carrying out goods checking early warning on goods checking personnel according to the error information if information errors exist between the scanning list information and the article list information, and canceling the early warning after the information errors are eliminated;

the information extraction module is used for extracting commodity type, brand and quantity information of each batch of cargoes if no information error exists between the scanning list information and the object list information or after the information error is eliminated;

and the information integration module is used for integrating the commodity type, brand and quantity information of each batch of goods into basic information corresponding to each batch of goods.

Further, the information acquisition module includes:

the implantation module is used for binding unique identifiers to each commodity and implanting the unique identifiers into RFID tags of the commodities;

the identification acquisition module is used for scanning the RFID tag of the commodity when the commodity is sold or taken off the shelf, and acquiring the unique identification information of the commodity through scanning;

the identification information acquisition module is used for acquiring commodity type, brand and quantity information corresponding to the commodity in the basic information through the unique identification information;

And the residual quantity acquisition module is used for updating the corresponding commodity residual quantity in commodity basic information corresponding to the commodity in real time according to the selling or taking-off condition of the commodity and the commodity quantity corresponding to the scanned RFID label.

Further, the scheme acquisition module includes:

the address information acquisition module is used for acquiring the positioning address information of the current user through the mobile equipment where the internet platform is located in real time;

the input module is used for inputting pre-purchased commodity information through the Internet platform by a user; the pre-purchase commodity information comprises commodity brand names and pre-purchase quantity;

the residual quantity extraction module is used for extracting the residual quantity of the commodity in the commodity basic information corresponding to the commodity brand name after the internet platform receives the pre-purchased commodity information;

the scheme acquisition module is used for providing a plurality of retail shopping places with optimal positions and corresponding positions for the user according to the residual commodity quantity, the positioning address information of the user and the position information of the retail shopping places;

the target selection module is used for enabling a user to conduct target selection in the retail shopping places with the optimal positions, and marking the retail shopping places selected by the user and providing navigation information after receiving one retail shopping place selected by the user;

The pre-selection module is used for extracting pre-purchase commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to commodity brand names and pre-purchase quantity in the pre-purchase commodity information, and pre-eliminating the quantity of the pre-selected commodities in the commodity residual quantity of the commodities.

Further, the scheme acquisition module includes:

the commodity pre-stock obtaining module is used for extracting the residual quantity of commodities corresponding to the commodities pre-purchased by a user and the quantity of preselected commodities corresponding to the commodities and selected by other users, and setting the commodity pre-stock according to the residual quantity of the commodities and the quantity of the preselected commodities corresponding to the commodities and selected by other users, wherein the commodity pre-stock is obtained through the following formula:

wherein W represents the pre-stock of the commodity; h represents the actual commodity residual quantity obtained after RFID label scanning is carried out through commodity selling or putting off the shelf; w (W) _y Representing a total predetermined number corresponding to the commodity; n represents the total number of users subscribing to the merchandise; w (W) _yi Representing the number of pre-selected items for the item for the ith user; w (W) _si Representing the actual purchase amount of the ith user after entering the retail shopping place; n is n _w Representing the number of users that are not within a predetermined distance from the retail shopping location; wherein the value range of the preset distance is 300m-500m;

the arrangement module is used for calibrating the positions of the retail shopping places with the commodity pre-storage quantity exceeding a preset value when the commodity pre-storage quantity exceeds a preset quantity threshold value, and arranging the retail shopping places from front to back according to a near-to-far distance arrangement mode to form a retail shopping place list set;

the traversal module is used for traversing retail shopping malls meeting the preset quantity threshold corresponding to each commodity pre-purchased by a user to obtain a plurality of retail shopping mall list sets;

a candidate module, configured to compare the plurality of retail shopping mall list sets, and extract retail shopping malls with repetition rates of the retail shopping mall lists exceeding a repetition threshold as candidate retail shopping malls; the repetition threshold is obtained by the following formula:

and the scheme display module is used for displaying the candidate retail shopping malls to the user for selection according to the sequence from near to far.

The invention has the beneficial effects that:

the invention provides an intelligent retail method and system based on the Internet of things, which can provide retail shopping place position and navigation information meeting the commodity purchasing requirement of a user according to the display of commodity real-time commodity residual information and the combination of the current position of the user, and effectively improve the recommendation accuracy of the retail shopping place and the convenience of information acquisition. The user can obtain the retail shopping place capable of meeting the shopping demand of the user at one time, and the problem that shopping fails due to the fact that the user finds that goods do not need to be purchased after the user reaches the retail shopping place is effectively prevented.

Drawings

FIG. 1 is a flow chart of the method of the present invention;

fig. 2 is a system block diagram of the system of the present invention.

Detailed Description

The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.

The embodiment of the invention provides an intelligent retail method based on the Internet of things, as shown in fig. 1, comprising the following steps:

s1, acquiring the types, brands and quantity of each commodity when the commodity enters a retail shopping place in real time, and acquiring basic information of the commodity;

s2, binding RFID tags with unique identifications to each commodity, scanning the RFID tags when the commodity does not exist, combining the commodity selling information with commodity basic information, and obtaining commodity residual quantity information;

s3, uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time;

s4, inputting the pre-purchased products on an Internet platform through the user, wherein the Internet platform provides the position and navigation information of the optimal retail shopping places for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products.

The working principle of the technical scheme is as follows: firstly, collecting the types, brands and quantity of each commodity in the retail shopping place when the commodity enters in real time, and obtaining basic information of the commodity; then, binding an RFID tag with a unique identifier to each commodity, scanning the RFID tag when the commodity does not exist, combining the commodity selling information with commodity basic information, and obtaining commodity residual quantity information; then, uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time; and finally, inputting the pre-purchased products on an Internet platform by the user, wherein the Internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products.

The technical scheme has the effects that: the embodiment provides an intelligent retail method based on the Internet of things, which can provide retail shopping place positions and navigation information meeting the commodity purchasing requirements of users according to the display of real-time commodity residual information of commodities and the combination of the current positions of the users, and effectively improves the recommendation accuracy of the retail shopping places and the convenience of information acquisition. The user can obtain the retail shopping place capable of meeting the shopping demand of the user at one time, and the problem that shopping fails due to the fact that the user finds that goods do not need to be purchased after the user reaches the retail shopping place is effectively prevented.

In one embodiment of the invention, the method for acquiring the commodity basic information by acquiring each commodity type, brand and number when the commodity enters the retail shopping place in real time comprises the following steps:

s101, scanning and collecting object list information of each batch of goods entering a retail shopping place;

s102, scanning each batch of incoming cargoes to acquire scanning information, and integrating the scanning information to form scanning list information;

and S103, comparing the scanned list information with the article list information, and determining whether to generate commodity basic information according to a comparison result.

The working principle of the technical scheme is as follows: firstly, scanning and collecting object list information of each batch of goods entering a retail shopping place; then, scanning each batch of goods to obtain scanning information, and integrating the scanning information to form scanning list information; and finally, comparing the scanned list information with the object list information, and determining whether to generate commodity basic information according to the comparison result.

The technical scheme has the effects that: through the mode, the commodity basic information acquisition efficiency and the basic information acquisition accuracy can be effectively improved. The problem that errors occur in the follow-up recommendation of retail shopping places for users due to inaccurate acquisition of commodity basic data information is prevented.

In one embodiment of the present invention, comparing the scanned inventory information with the item inventory information, and determining whether to generate merchandise basic information based on the comparison result includes:

s1031, comparing the scanned list information with the object list information to judge whether an information error exists;

s1032, if information errors exist between the scanning list information and the article list information, carrying out goods checking early warning on goods checking personnel according to the error information until the early warning is canceled after the information errors are eliminated;

s1033, if no information error exists between the scanning list information and the article list information, or after the information error is eliminated, extracting commodity type, brand and quantity information of each batch of cargoes;

s1034, integrating the commodity type, brand and quantity information of each batch of goods into basic information corresponding to each batch of goods.

The working principle of the technical scheme is as follows: firstly, comparing the information of the scanning list information with the information of the object list information, and judging whether an information error exists or not; then, if information errors exist between the scanning list information and the article list information, carrying out goods checking early warning on goods checking staff according to the error information until the early warning is canceled after the information errors are eliminated; then, if no information error exists between the scanning list information and the article list information, or after the information error is eliminated, extracting commodity type, brand and quantity information of each batch of cargoes; and finally, integrating the commodity type, brand and quantity information of each batch of goods into basic information corresponding to each batch of goods.

In one embodiment of the present invention, binding an RFID tag with a unique identifier to each article, and performing RFID tag scanning when the article does not exist, combining the article sales information with the article basic information, and obtaining article remaining amount information, including:

s201, binding unique identifiers to each commodity, and implanting the unique identifiers into RFID tags of the commodity;

s202, when the commodity is sold or put down, the RFID tag of the commodity is scanned, and the unique identification information of the commodity is obtained through scanning;

s203, acquiring commodity type, brand and number information corresponding to the commodity in the basic information through the unique identification information;

s204, updating the corresponding commodity surplus quantity in the commodity basic information corresponding to the commodity in real time according to the commodity selling or taking off condition and the commodity quantity corresponding to the scanned RFID label.

The working principle of the technical scheme is as follows: firstly, binding a unique identifier to each commodity, and implanting the unique identifier into an RFID tag of the commodity; then, when the commodity is sold or put down, the RFID tag of the commodity is scanned, and the unique identification information of the commodity is obtained through scanning; then, acquiring commodity type, brand and quantity information corresponding to the commodity in the basic information through the unique identification information; and finally, updating the corresponding commodity residual quantity in the commodity basic information corresponding to the commodity in real time according to the commodity selling or taking off condition and the commodity quantity corresponding to the scanned RFID label.

The technical scheme has the effects that: by the method, timeliness and accuracy of acquiring the residual quantity of the commodity can be effectively improved. The problem that errors occur in the follow-up recommendation of retail shopping places for users due to the fact that the residual quantity of commodities is obtained in an untimely or inaccurate mode is prevented.

In one embodiment of the invention, the Internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity type, brand and quantity of the pre-purchased product by inputting the pre-purchased product on the Internet platform by the user, and the Internet platform comprises the following steps:

s401, acquiring positioning address information of a user currently located by mobile equipment located by an Internet platform in real time;

s402, inputting pre-purchase commodity information by a user through an Internet platform; the pre-purchase commodity information comprises commodity brand names and pre-purchase quantity;

s403, the Internet platform extracts the residual quantity of the commodity in the commodity basic information corresponding to the commodity brand name after receiving the pre-purchased commodity information;

s404, providing the optimal retail shopping places and corresponding positions for the user according to the residual commodity quantity, the current positioning address information of the user and the position information of the retail shopping places;

S405, the user performs target selection in the retail shopping places with the optimal positions, marks the retail shopping places selected by the user and provides navigation information after receiving one retail shopping place selected by the user;

s406, extracting pre-purchase commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to commodity brand names and pre-purchase quantity in the pre-purchase commodity information, and pre-eliminating the quantity of the pre-selected commodities in the commodity residual quantity of the commodities.

The working principle of the technical scheme is as follows: firstly, acquiring positioning address information of a user currently located by mobile equipment located by an Internet platform in real time; then, the user inputs pre-purchase commodity information through an Internet platform; the pre-purchase commodity information comprises commodity brand names and pre-purchase quantity; then, the Internet platform extracts the residual quantity of the commodities in the commodity basic information corresponding to the brand name of the commodity after receiving the pre-purchased commodity information; providing the optimal retail shopping places and corresponding positions for the user according to the residual commodity quantity, the positioning address information of the user and the position information of the retail shopping places; the user performs target selection in the retail shopping places with the optimal positions, marks the retail shopping places selected by the user after receiving one retail shopping place selected by the user, and provides navigation information; and finally, extracting pre-purchased commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to the commodity brand name and the pre-purchased quantity in the pre-purchased commodity information, and pre-eliminating the quantity of the pre-selected commodities in the residual quantity of the commodities.

The technical scheme has the effects that: the method combines the three information of the residual commodity quantity, the current positioning address information of the user and the position information of the retail shopping place to screen the commodity shopping demands of the user, and can effectively improve the screening accuracy and the screening efficiency of the retail shopping place meeting the demands of the user. And further, timeliness and convenience of the user for acquiring information of retail shopping places are effectively improved.

According to one embodiment of the invention, the method provides a plurality of retail shopping places with optimal positions and corresponding positions for the user according to the residual commodity quantity, the positioning address information of the user and the position information of the retail shopping places, and comprises the following steps:

s4041, extracting the residual quantity of commodities corresponding to the commodities pre-purchased by the user and the quantity of preselected commodities corresponding to the commodities and selected by other users, and setting the pre-storage quantity of the commodities according to the residual quantity of the commodities and the quantity of the preselected commodities corresponding to the commodities and selected by other users, wherein the pre-storage quantity of the commodities is obtained through the following formula:

s4042, calibrating the positions of the retail shopping places with the pre-stored commodity exceeding a preset value when the pre-stored commodity exceeds a preset quantity threshold, and arranging the retail shopping places from front to back according to a near-to-far distance arrangement mode to form a retail shopping place list set;

s4043, traversing retail shopping malls meeting the preset quantity threshold corresponding to each commodity pre-purchased by a user to obtain a plurality of retail shopping mall list sets;

s4044, comparing the plurality of retail shopping mall list sets, and extracting retail shopping malls with the repetition rate of the retail shopping mall list exceeding the repetition threshold as candidate retail shopping malls; the repetition threshold is obtained by the following formula:

s4045, displaying the candidate retail shopping malls to the user for selection according to the near-to-far sequence.

The working principle of the technical scheme is as follows: firstly, extracting the residual quantity of commodities corresponding to commodities pre-purchased by a user and the quantity of preselected commodities corresponding to the commodities and selected by other users, setting the pre-stored quantity of the commodities according to the residual quantity of the commodities and the quantity of the preselected commodities corresponding to the commodities and selected by other users, and then calibrating the positions of retail shopping places where the pre-stored quantity of the commodities exceeds a preset value when the pre-stored quantity of the commodities exceeds a preset quantity threshold value, and arranging the retail shopping places from front to back according to a near-to-far distance arrangement mode to form a retail shopping place list set; then, traversing retail shopping malls meeting the preset quantity threshold corresponding to each commodity pre-purchased by a user to obtain a plurality of retail shopping mall list sets; then comparing the plurality of retail shopping mall list sets, and extracting retail shopping malls with the repetition rate exceeding the repetition threshold value from the retail shopping mall list sets as candidate retail shopping malls; and finally, displaying the candidate retail shopping malls to the user for selection according to the near-to-far sequence.

The technical scheme has the effects that: according to the method, the retail shopping place position and the navigation information meeting the commodity purchasing requirement of the user can be provided according to the display of the commodity real-time commodity residual information and the combination of the current position of the user, and the recommendation accuracy of the retail shopping place and the convenience of information acquisition are effectively improved. The user can obtain the retail shopping place capable of meeting the shopping demand of the user at one time, and the problem that shopping fails due to the fact that the user finds that goods do not need to be purchased after the user reaches the retail shopping place is effectively prevented.

Meanwhile, the commodity pre-storage quantity can be effectively estimated by considering the actual residual quantity of the commodities and commodity data which are reserved by the user through the formula, the estimated accuracy and the estimated rationality of the commodity pre-storage quantity can be effectively improved through the commodity pre-storage quantity obtained through the formula, the commodity quantity reserved by the user and the possibility that the user gives up the commodity are considered to determine the commodity pre-storage quantity, the accuracy of commodity pre-storage quantity estimation can be further improved, and the success rate of purchasing the required commodity by the user is improved to the greatest extent. On the other hand, the repetition threshold is obtained through the formula, so that the rationality of setting the repetition threshold and the matching performance of the repetition threshold with the commodity condition of the actual retail location can be effectively improved. Meanwhile, the repeated threshold value obtained through the formula can improve the maximum satisfaction rate of retail shopping screening to meet the user requirements under the condition that the types of goods which the user needs to purchase are relatively large, and prevent the problem that the success rate of recommending the goods purchased in the retail shopping places is relatively low when the user needs to purchase more goods.

In an embodiment of the present invention, as shown in fig. 2, an intelligent retail system based on internet of things, the intelligent retail system includes:

The working principle of the technical scheme is as follows: firstly, acquiring basic information of commodities by acquiring the types, brands and quantity of each commodity when the commodities enter a retail shopping place in real time through a real-time acquisition module; then, binding an RFID tag with a unique identifier to each commodity by utilizing an information acquisition module, scanning the RFID tag when the commodity does not exist, combining the commodity selling information with commodity basic information, and acquiring commodity residual quantity information; then, uploading the commodity basic information and the commodity residual amount information to an Internet platform in real time by adopting an uploading module; and finally, inputting the pre-purchased products on an Internet platform by a user by using a scheme acquisition module, wherein the Internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products.

The technical scheme has the effects that: the embodiment provides an intelligent retail system based on the Internet of things, which can provide retail shopping place positions and navigation information meeting the commodity purchasing requirements of users according to the display of commodity real-time commodity residual information and the combination of the current positions of the users, and effectively improves the recommendation accuracy of the retail shopping places and the convenience of information acquisition. The user can obtain the retail shopping place capable of meeting the shopping demand of the user at one time, and the problem that shopping fails due to the fact that the user finds that goods do not need to be purchased after the user reaches the retail shopping place is effectively prevented.

In one embodiment of the present invention, the real-time acquisition module includes:

The working principle of the technical scheme is as follows: firstly, acquiring article list information of each batch of articles entering a retail shopping place through scanning by a first scanning information module; then, scanning each batch of incoming cargoes by using a second scanning information module to acquire scanning information, and integrating the scanning information to form scanning list information; and finally, carrying out information comparison on the scanning list information and the article list information by adopting an information comparison module, and determining whether to generate commodity basic information according to a comparison result.

In one embodiment of the present invention, the information comparing module includes:

The working principle of the technical scheme is as follows: firstly, comparing the scanned list information with the object list information through an error judging module to judge whether an information error exists; then, if information errors exist between the scanned inventory information and the article inventory information, carrying out goods checking early warning on goods checking staff according to the error information by utilizing an early warning module until the early warning is canceled after the information errors are eliminated; then, an information extraction module is adopted to extract commodity type, brand and quantity information of each batch of goods after the information error is eliminated if no information error exists between the scanning list information and the object list information; and finally, integrating the commodity type, brand and quantity information of each batch of goods into basic information corresponding to each batch of goods through an information integration module.

In one embodiment of the present invention, the information acquisition module includes:

The working principle of the technical scheme is as follows: firstly, binding unique identifiers to each commodity through an implantation module, and implanting the unique identifiers into RFID tags of the commodities; then, when the commodity is sold or put down, the RFID tag of the commodity is scanned by using the identification acquisition module, and the unique identification information of the commodity is acquired through scanning; then, an identification information acquisition module is adopted to acquire commodity type, brand and quantity information corresponding to the commodity in the basic information through the unique identification information; and finally, updating the corresponding commodity residual quantity in commodity basic information corresponding to the commodity in real time by utilizing the residual quantity acquisition module according to the commodity selling or taking-off condition and the commodity quantity corresponding to the scanned RFID label.

In one embodiment of the present invention, the scheme acquisition module includes:

The working principle of the technical scheme is as follows: firstly, acquiring positioning address information of a user in current through mobile equipment of an internet platform by using an address information acquisition module; then, inputting pre-purchase commodity information through an internet platform by a user through an input module; the pre-purchase commodity information comprises commodity brand names and pre-purchase quantity; then, the residual quantity extraction module is used for controlling the Internet platform to extract the residual quantity of the commodity in the commodity basic information corresponding to the commodity brand name after receiving the pre-purchased commodity information; then, providing a plurality of retail shopping places with optimal positions and corresponding positions for the user according to the residual commodity quantity, the positioning address information of the user and the position information of the retail shopping places through a scheme acquisition module; then, a target selection module is adopted to enable a user to perform target selection in the retail shopping places with the optimal positions, and after one retail shopping place selected by the user is received, the retail shopping place selected by the user is marked and navigation information is provided; and finally, extracting pre-purchased commodity information input by a user through a pre-selection module, pre-selecting corresponding commodities pre-purchased by the user according to commodity brand names and pre-purchased quantities in the pre-purchased commodity information, and pre-eliminating the quantities of the pre-selected commodities from the residual quantities of the commodities.

The working principle of the technical scheme is as follows: firstly, extracting the residual quantity of commodities corresponding to commodities pre-purchased by a user and the quantity of preselected commodities corresponding to the commodities and selected by other users through a commodity pre-stock quantity acquisition module, and setting the commodity pre-stock quantity according to the residual quantity of the commodities and the quantity of the preselected commodities corresponding to the commodities and selected by other users; then, when the commodity pre-storage quantity exceeds a preset quantity threshold value, the arrangement module is utilized to mark the positions of retail shopping places where the commodity pre-storage quantity exceeds a preset value, and the retail shopping places are arranged from front to back according to a near-to-far distance arrangement mode to form a retail shopping place list set; then, traversing retail shopping malls meeting the preset quantity threshold corresponding to each commodity pre-purchased by a user by adopting a traversing module to obtain a plurality of retail shopping mall list sets; then, comparing the plurality of retail shopping mall list sets by using a candidate module, and extracting the retail shopping malls with the repetition rate exceeding the repetition threshold value from the retail shopping mall list sets as candidate retail shopping malls; and finally, displaying the candidate retail shopping areas to the user for selection according to the sequence from near to far through a scheme display module.

It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.

Claims

1. An intelligent retail method based on the internet of things, which is characterized by comprising the following steps:

inputting pre-purchased products on an internet platform by a user, wherein the internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products;

the method comprises the steps that a user inputs a pre-purchased product on an internet platform, the internet platform provides the user with position and navigation information of an optimal retail shopping place according to the current positioning address of the user and the commodity type, brand and quantity of the pre-purchased product, and the method comprises the following steps:

extracting pre-purchased commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to commodity brand names and pre-purchased quantity in the pre-purchased commodity information, and pre-eliminating the quantity of the pre-selected commodities in the residual quantity of the commodities;

Wherein, according to the remaining commodity quantity, the current location address information of the user and the location information of the retail shopping place, providing a plurality of retail shopping places with optimal locations and corresponding locations for the user, comprising:

2. The smart retail method of claim 1, wherein collecting each of the category, brand and quantity of goods at the point of sale shopping place in real time, obtaining the basic information of the goods, comprises:

3. The smart retail method of claim 2, wherein comparing the scanned inventory information with the item inventory information and determining whether to generate the merchandise basis information based on the comparison result comprises:

4. The smart retail method of claim 1, wherein the binding of the RFID tag of the unique identification to each article and the RFID tag scanning when the article is not present, combining the article sales information with the article base information, and obtaining the article remaining amount information, comprises:

5. An intelligent retail system based on the internet of things, characterized in that the intelligent retail system comprises:

the scheme determining and taking module is used for inputting the pre-purchased products on the Internet platform through the user, and the Internet platform provides the position and navigation information of the optimal retail shopping place for the user according to the current positioning address of the user and the commodity types, brands and quantity of the pre-purchased products;

wherein, the scheme determination module comprises:

the pre-selection module is used for extracting pre-purchase commodity information input by a user, pre-selecting corresponding commodities pre-purchased by the user according to commodity brand names and pre-purchase quantity in the pre-purchase commodity information, and pre-eliminating the quantity of the pre-selected commodities in the commodity residual quantity of the commodities;

wherein, the scheme acquisition module includes:

6. The smart retail system of claim 5, wherein the real-time acquisition module comprises:

7. The smart retail system of claim 6, wherein the information comparison module comprises:

8. The smart retail system of claim 5, wherein the information acquisition module comprises: