CN109242651A - A kind of commodity intelligent recommendation System and method for based on Internet of Things search - Google Patents

Abstract

The invention discloses a kind of commodity intelligent recommendation systems based on Internet of Things search, including service platform management system, seller's terminals and purchaser terminal；The service platform management system, is specifically used for: all sellers of the search commodity keyword sent immediately with purchaser terminal sold or the same or similar commodity of commodity keyword of subscription, to generate items list；It monitors the buyer geographical location of the purchaser terminal in real time, and according to the items list, filters out the seller in the preset range in the buyer geographical location；The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, the Bidder Information of the purchaser terminal is pushed to the seller's terminals of the seller filtered out.The invention also discloses a kind of commodity intelligent recommendation methods based on Internet of Things search.

Description

A product intelligent recommendation system and method based on Internet of Things search

technical field

The invention relates to the technical field of the Internet of Things, in particular to an intelligent recommendation system and method for commodities based on the Internet of Things search.

Background technique

The popularization of the Internet and e-commerce has brought a large amount of information to users, satisfying users' needs for information in the information age. However, with the rapid development of the Internet, the amount of online information has increased significantly, so that users cannot quickly obtain the part of the information that is really useful to them when faced with a large amount of information.

A very effective way to solve the problem of information overload is the recommendation system, which is a personalized information that recommends the information and products that the user is interested in to the user according to the user's information needs and interests. It conducts personalized calculation by studying the user's interest preference, and the system discovers the user's interest point, thereby guiding the user to discover their own information needs. At present, there are many common recommendation methods, such as content-based recommendation, collaborative filtering recommendation, and association rule-based recommendation.

In terms of positioning technology, with the continuous development of wireless communication and mobile positioning technology and the wide application of mobile network and GPS positioning technology, the emergence and development of location-based services (LBS) have been born. By obtaining the user's latitude and longitude information and combining with the GIS database, the LBS service can provide users with many services including traffic guidance, location query, friend location query, vehicle tracking, business network query, child care, and emergency calls.

But the existing technology has the following deficiencies:

The current Internet-based product recommendation services are mainly based on online scenarios, recommending products that may be of interest to buyers based on factors such as information on products searched by users, purchased products, or purchase records of similar users. However, in offline scenarios, due to insufficient support for the user's location factor, there is no real-time recommendation service for users based on location information, resulting in users passing by the physical store of the product of interest without knowing it. For example, when the user comes to the vicinity of the store where the product that may be of interest is located, the recommendation system cannot push the product information and the purchase location of the product to the user. It makes users lack the experience of "don't miss it when passing by".

Currently, location-based services in apps such as Meituan and Dianping mainly provide queries related to the user's current location. For example, instant query searches for restaurants, shops, etc. near the user's location. Or at most, the query information is sorted according to the distance of the user's current location, such as the nearest Sichuan restaurant. However, such service systems cannot continuously track the needs of users. For example, when the user reaches the vicinity of an interesting thing set by the user, such service systems cannot remind the user that the interesting thing is nearby.

In addition, the existing recommendation systems, mainly on B2C and C2C e-commerce platforms, recommend products that may be of interest to buyers, but lack the service of recommending buyers for sellers. The current platform cannot push the information of the products that buyers are interested in or the information of buyers who are interested in certain products to the sellers who can provide these products, so that the sellers cannot respond to the purchase needs of such potential buyers in a timely manner , nor can targeted and active marketing.

SUMMARY OF THE INVENTION

The embodiments of the present invention provide an intelligent commodity recommendation system and method based on Internet of Things search, so as to solve the problem that the current recommendation system and method cannot provide the commodity recommendation service that continuously tracks the buyer based on the buyer's real-time location, and does not have the Technical issues with the functionality to recommend buyer information to sellers.

In order to solve the above technical problems, the embodiment of the present invention provides a product intelligent recommendation system based on Internet of Things search, including: a service platform management system, a seller terminal and a buyer terminal;

The service platform management system is specifically used for:

Search all sellers who are selling products that are the same or similar to the product keywords immediately sent by the buyer's terminal or subscribed product keywords to generate a product list;

Monitor the buyer's geographic location of the buyer's terminal in real time, and screen out sellers within the preset range of the buyer's geographic location according to the commodity list;

The seller information of the screened sellers is pushed to the buyer terminal, and at the same time, the buyer information of the buyer terminal is pushed to the seller terminal of the screened sellers.

The service platform management system includes a business management module, a commodity management module, a commodity subscription configuration management module, a search engine, a user location maintenance and filtering module, a commodity recommendation module, a buyer recommendation module and an information push module; wherein:

The merchant management module is used for reviewing the registration request sent by the seller terminal according to the preset review standard, and adding and managing store information according to the login request and operation instruction of the seller terminal; wherein, the store information includes physical store information, Information about unmanned retail stores and warehouses that support pick-up service;

The commodity management module is used for reviewing and managing the commodity information reported by the seller's terminal according to the preset auditing standard in response to the commodity admission request sent by the seller's terminal; wherein the commodity information includes the name, description, price and location;

The commodity subscription configuration management module is used to manage commodity names, keywords and effective rules subscribed by the buyer's terminal according to the preset commodity subscription configuration;

The search engine is used to search for the same or similar commodities being sold as the commodity keywords immediately sent by the buyer's terminal or the subscribed commodity keywords according to the commodity keywords immediately sent by the buyer's terminal or the subscribed commodity keywords. All sellers, to generate product listings, as well as seller information, product information, and product location information;

The user location maintenance and filtering module is used to obtain the merchant location information of the seller terminal and the buyer location information of the buyer in real time, and filter the search results returned by the search engine according to the current area;

The commodity recommendation module is used to comprehensively sort the commodities in the current area of the buyer's terminal by distance, price, comment and similarity, and calculate the optimal commodity information and store location;

The buyer recommendation module is used to calculate potential buyer terminals in the current area, and push the buyer information to the seller's seller's terminal;

The information push module is used for pushing the recommendation information of the service platform management system to the seller's terminal and the buyer's terminal.

The seller terminal includes a merchant registration module, a commodity registration module and a seller's active selling module; wherein,

The merchant registration module is used to send the merchant related information filled in by the merchant to the merchant management module of the service platform management system for review;

The commodity registration module is used to send the relevant information of the commodity added by the merchant to the commodity management module of the service platform management system for review;

The seller's active selling module is used for prompting the merchant to actively contact the buyer, sell, and grab the commodity searched by the buyer's terminal or the commodity that meets the subscription conditions according to the buyer information pushed by the service platform management system.

The buyer terminal includes a communication module, a positioning module, an input module and an output module; wherein,

The communication module is used for data interaction with the service platform management system and the seller terminal;

The positioning module is used to report its own buyer's geographic location to the service platform management system in real time;

The input module is used to input the subscribed commodity information and commodity search information; the output module is used to output the searched or recommended commodity information and the store navigation route.

A method for intelligent recommendation of commodities based on Internet of Things search, executed by a server serving as a service platform management system, at least comprising the following steps:

Search all sellers who are selling products that are the same or similar to the product keywords immediately sent by the buyer's terminal or subscribed product keywords to generate a product list;

Monitor the buyer's geographic location of the buyer's terminal in real time, and screen out sellers within the preset range of the buyer's geographic location according to the commodity list;

The seller information of the screened sellers is pushed to the buyer terminal, and at the same time, the buyer information of the buyer terminal is pushed to the seller terminal of the screened sellers.

Compared with the prior art, the beneficial effect of the embodiment of the present invention is that the embodiment of the present invention discloses a product intelligent recommendation system based on Internet of Things search, including a service platform management system, a seller terminal and a buyer terminal; the service The platform management system is specifically used to search all sellers who are selling the same or similar products with the commodity keywords sent by the buyer terminal or the subscribed commodity keywords immediately, so as to generate a commodity list; real-time monitoring of the buyers of the buyer terminal geographical location, and screen out the sellers within the preset range of the buyer's geographical location according to the commodity list; push the seller information of the screened sellers to the buyer terminal, and at the same time, the buyer terminal The buyer information is pushed to the seller terminal of the selected seller.

Through this recommendation system, buyers can subscribe to the products they are interested in, and they can receive the product information and store location information of these products when they pass by the stores that sell these products, so that they can "pass by and don't miss them"; At the same time, sellers can also receive buyer information from nearby buyers who have subscribed to their products for sale, so that they can proactively contact buyers for promotion and increase product sales. Therefore, the recommendation system provided by the embodiment of the present invention can provide buyers with a continuous tracking product recommendation service based on the real-time location of the buyers, and can recommend buyer information to the sellers, thereby improving the shopping experience of buyers and the selling experience of sellers.

Description of drawings

1 is a schematic structural diagram of a product intelligent recommendation system based on Internet of Things search provided by the first embodiment of the present invention;

FIG. 2 is a schematic diagram of the deployment of a product intelligent recommendation system based on Internet of Things search provided by the first embodiment of the present invention;

FIG. 3 is a schematic diagram of an application scenario of the system and method for intelligent commodity recommendation based on Internet of Things search provided by the first embodiment of the present invention.

4 is a schematic flowchart of a method for intelligently recommending products based on Internet of Things search provided by the second embodiment of the present invention;

FIG. 5 is a schematic flowchart of a method for intelligent recommendation of commodities based on Internet of Things search provided by the second embodiment of the present invention.

Detailed ways

The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

The first embodiment of the present invention:

Please refer to FIG. 1, FIG. 1 is a product intelligent recommendation system based on Internet of Things search provided by the first embodiment of the present invention, including: a service platform management system, a seller terminal and a buyer terminal;

The service platform management system is specifically used for:

Search all sellers who are selling products that are the same or similar to the product keywords immediately sent by the buyer's terminal or subscribed product keywords to generate a product list;

Monitor the buyer's geographic location of the buyer's terminal in real time, and screen out sellers within the preset range of the buyer's geographic location according to the commodity list;

The seller information of the screened sellers is pushed to the buyer terminal, and at the same time, the buyer information of the buyer terminal is pushed to the seller terminal of the screened sellers.

In this embodiment, it can be understood that the service platform management system is responsible for providing commodity sellers with commodity registration management and potential buyer recommendations, and providing consumers with commodity keyword subscription management, location tracking, and commodity purchase recommendations. Wait.

In this embodiment, specifically, the service platform management system includes a merchant management module, a commodity management module, a commodity subscription configuration management module, a search engine, a user location maintenance and filtering module, a commodity recommendation module, a buyer recommendation module and information Push the module.

In this embodiment, the merchant management module is used for reviewing the registration request sent by the seller terminal according to the preset review standard, and adding and managing store information according to the login request and operation instruction of the seller terminal; wherein, the store The information includes physical store information, unmanned retail store information, and warehouse information that supports pick-up service.

In this embodiment, the commodity management module is configured to, in response to a commodity admission request sent by the seller's terminal, review and manage commodity information reported by the seller's terminal according to preset examination standards; wherein the commodity information includes Product name, description, price and location, etc.

In this embodiment, the commodity subscription configuration management module is configured to manage the commodity names, keywords, and validation rules subscribed by the buyer's terminal according to the preset commodity subscription configuration.

In this embodiment, the search engine is used to search for the keywords of the commodities that are being sold or the keywords of the subscribed commodities that are immediately sent by the buyer's terminal according to the keywords of the commodities immediately sent by the buyer's terminal or the keywords of the subscribed commodities. sellers of the same or similar products to generate a product list, where the product list includes seller information, product information and product location information of the corresponding sellers. On the one hand, through the product keywords subscribed by the user, the registered products are searched in the platform, and the product information and product location that meet the user's subscription conditions are returned. On the other hand, the user searches for commodities on the terminal user interface, searches for commodities according to the user's search keywords, and returns commodity information and commodity locations that satisfy the keywords.

In this embodiment, the user location maintenance and filtering module is used to obtain the merchant location information of the seller's terminal and the buyer's location information of the buyer in real time, and perform the search results returned by the search engine according to the current area. Screening; maintaining the location information obtained by the buyer's terminal positioning device, and screening the results returned by the search engine according to the current area.

In this embodiment, the commodity recommendation module is used to comprehensively sort commodities in the current area of the buyer's terminal by distance, price, comment and similarity, and calculate the optimal commodity information and store location. It is used to comprehensively sort the products in the user's current area according to factors such as location, price, comment, similarity, etc., to calculate the optimal product information and store location for buyers.

In this embodiment, the buyer recommendation module is used to calculate potential buyer terminals in the current area, and push the buyer information to the seller's seller's terminal.

In this embodiment, the information push module is used to push the recommendation information of the service platform management system to the seller's terminal and the buyer's terminal.

In this embodiment, it can be understood that the seller terminal is a terminal for the seller to operate, including a computer capable of connecting to the Internet and a mobile terminal with a communication function. The seller can add business information to the service platform management system through the seller terminal. , commodity information and location information, etc., after receiving the buyer information pushed by the service platform management system, the seller can actively contact the recommended buyer through the seller terminal, grab the order for the commodities subscribed by the potential buyer, etc.

In this embodiment, specifically, the seller terminal includes a merchant registration module, a commodity registration module, and a seller's active selling module.

In this embodiment, the merchant registration module is configured to send the merchant related information filled in by the merchant to the merchant management module of the service platform management system for review.

In this embodiment, the commodity registration module is configured to send the information related to the commodity added by the merchant to the commodity management module of the service platform management system for review.

In this embodiment, the seller's active selling module is used to prompt the merchant to actively contact the buyer, promote, and grab the product searched by the buyer's terminal or the product that meets the subscription conditions according to the buyer's information pushed by the service platform management system. commodity.

In this embodiment, it can be understood that the buyer terminal is the buyer's own terminal device with positioning and communication functions, which is used to send commodity subscription information, commodity query information, and positioning information to the service platform management system, And receive feedback business information, product information and business location information.

In this embodiment, specifically, the buyer terminal includes a communication module, a positioning module, an input module and an output module.

In this embodiment, the communication module is used for data interaction with the service platform management system and the seller terminal, and sends and receives messages to the recommendation service platform through Wi-Fi, 3G/4G and other means.

In this embodiment, the positioning module is configured to report its own buyer's geographic location to the service platform management system in real time. It is used to obtain the buyer's current location, and to provide consumer location information for the location factors required for commodity inquiry on the service platform management system; outdoor acquisition methods include GPS, Beidou, etc., and indoor positioning methods include Wi-Fi positioning , Bluetooth positioning, RFID positioning, UWB positioning, etc.

In this embodiment, the input module is used to input subscribed commodity information, such as commodity name, model, keyword description, etc.; and is used to input buyer commodity search information, such as searching for nearby commodities at the current location.

In this embodiment, the output module is used to output searched or recommended product information and store navigation routes.

Please refer to FIG. 2 . FIG. 2 is a schematic diagram of the deployment of an intelligent recommendation system for commodities based on Internet of Things search provided by the first embodiment of the present invention.

Please refer to Figure 1 and Figure 2. In this embodiment, the system adopts a decoupling design, and each module can be deployed independently, and can be deployed in a distributed multi-node manner, so that the system can achieve high performance, high reliability, and easy expansion. The system consists of 3 parts: service platform management system, buyer terminal and seller terminal; it consists of multiple search engine servers, commodity management servers, store management servers, subscription management servers, database servers, location maintenance and filtering servers, recommendation servers and Seller service server composition.

In this embodiment, a commodity management module is deployed on the commodity management server to manage the registered commodity information, and the commodity information mainly includes commodity name, introduction, price, store and other information.

In this embodiment, a merchant management module is deployed on the merchant management server to manage the registered merchant information. The merchant information mainly includes information such as the name of the merchant, the name of the store, and the location of the store.

In this embodiment, a commodity subscription configuration management module is deployed on the subscription management server to manage commodity keywords, descriptions, and valid states subscribed by users.

In this embodiment, various database systems for storing commodity information, merchant information, subscription information and the like are deployed on the database server.

In this embodiment, the search engine server deploys a search engine module to provide search services for commodities.

In this embodiment, the location maintenance and filtering server deploys a location maintenance and filtering module, maintains the real-time location of the user, and provides a filtering service within the user location threshold area for the search results, so that the filtering results only include the location of the store in Product information in the user's current area.

In this embodiment, the recommendation server deploys a commodity recommendation module: according to the price of the commodity information hit in the area, the location distance between the user and the store, evaluation and other information, it recommends to the buyer nearby interested commodities, merchants, store locations, etc. information.

In this embodiment, the seller service server deploys the module of the seller terminal: supporting seller registration to the service platform management system, adding store information, adding registered commodities, and obtaining information about potential buyers near the store from the service platform management system.

The deployment mode of the intelligent commodity recommendation system based on the Internet of Things search provided by this embodiment adopts a decoupling design, and each module can be deployed independently, and can be deployed in a distributed multi-node manner, so that the system can achieve high performance, high reliability, and easy expansion. Therefore, the recommendation system can better provide buyers with a continuous tracking product recommendation service based on the buyer's real-time location, and can recommend buyer information to the seller, thereby improving the buyer's shopping experience and the seller's selling experience.

Please refer to FIG. 3. FIG. 3 is a schematic diagram of an application scenario of a system and method for intelligent commodity recommendation based on Internet of Things search provided by the first embodiment of the present invention.

Please refer to Fig. 1, Fig. 2 and Fig. 3, in this embodiment, through the system and method for intelligent recommendation of commodities based on Internet of Things search provided by the present invention, buyers can subscribe to the commodities they are interested in, and when they arrive at the place where these commodities are available When it is nearby, the system reminds the buyer that a store near the current location has a product that he is interested in or concerned about for sale, and guides the buyer to go there. The specific scenarios of the application are as follows:

1) Merchant and commodity registration: The merchant registers the name, location, commodity information, etc. of the store.

2) The buyer subscribes to the item of interest: The buyer subscribes to the item of interest, such as Nike Air Max 2018 sneakers.

3) Add the subscription to the polling search task and search for goods: The service platform management system adds the effective subscription conditions to the search task. For example, the platform will search for the product information of Nike Air Max 2018 and get the search result set S.

4) Obtain and upload the coordinates of position 1: the buyer's terminal locates the user's current position, such as position 1, and the buyer's terminal uploads the coordinates of position 1 to the service platform management system.

5) Filter the results of the location 1 area, and no hits are found: In the search result S, the products located in the location 1 are filtered. There is no Nike Air Max 2018 for sale in the area of the location 1. The service platform management system continuously monitors the user's location. .

6) After the user moves to position 2, the buyer terminal obtains the coordinates of position 2 and uploads the coordinates of position 1 to the service platform management system.

7) Filter the results of the location 2 area and find that the hit product is available in store 1: from the result S, filter the product at location 2, there is Nike Air Max 2018 for sale in the area of location 2, and its store location is in location 3.

8) Push product information and store information at location 3: Push the introduction, price, store location information of location 3 of Nike Air Max 2018 to the buyer's terminal, and provide a navigation route.

9) Push the hit information and buyer information to the merchant: The service platform management system pushes the user's hit record of Nike AirMax 2018 to the merchant, and the merchant can actively contact the buyer at the first time and mobilize the buyer to buy.

Compared with the prior art, the beneficial effect of the present invention is that the present embodiment provides an intelligent recommendation system for commodities based on Internet of Things search, which is used to search for commodity keywords or subscribed commodities that are being sold and immediately sent by the buyer's terminal. All sellers of commodities with the same or similar commodity keywords to generate a commodity list; monitor the buyer's geographic location of the buyer's terminal in real time, and filter out the sellers within the preset range of the buyer's geographic location according to the commodity list. The seller; pushes the seller information of the screened sellers to the buyer terminal, and at the same time, pushes the buyer information of the buyer terminal to the seller terminal of the screened sellers. The present invention can provide the buyer with a continuous tracking product recommendation service based on the buyer's real-time location, so that the buyer can experience "pass by and don't miss it", and can recommend the buyer's information to the seller, so that the seller can experience "not afraid of the fragrance of wine" The alley is deep", so this recommendation system improves the shopping experience of buyers and the selling experience of sellers.

The second embodiment of the present invention:

Please refer to FIG. 4. FIG. 4 is a schematic flowchart of a method for intelligently recommending commodities based on Internet of Things search provided by the second embodiment of the present invention.

In this embodiment, the described method for intelligent recommendation of commodities based on Internet of Things search at least includes the following steps:

S201. Search all sellers who are selling products with the same or similar product keywords immediately sent by the buyer terminal or subscribed product keywords to generate a product list.

S202. Monitor the buyer's geographic location of the buyer's terminal in real time, and screen out sellers within a preset range of the buyer's geographic location according to the commodity list.

S203. Push the seller information of the screened sellers to the buyer terminal, and at the same time, push the buyer information of the buyer terminal to the seller terminal of the screened sellers.

In this embodiment, it can be understood that the service platform management system manages and updates in real time the commodity information and the merchant geographic location information reported by the seller terminal. The seller can add store information, commodity information and location information to the service platform management system through the seller terminal. The seller terminal includes a computer capable of connecting to the Internet, a mobile terminal with communication function, etc.; the store includes a physical store in a shopping mall, an unmanned retail store, a warehouse supporting a pickup service, and the like.

In this embodiment, the buyer's terminal is the buyer's own terminal device with positioning and communication functions, which is used to send commodity subscription information, commodity query information, and positioning information to the service platform management system, and receive feedback from the merchant information, product information and business location information, etc. Buyers subscribe to the products they are interested in through the buyer's terminal. When passing by the stores of these products, the recommendation system will remind the buyers that there are products of their interest nearby.

In this embodiment, the service platform management system is responsible for providing sellers with commodity registration management and potential buyer recommendations, and providing consumers with commodity keyword subscription management, location tracking, and commodity purchase recommendations. It can receive the subscription product information, location information and search information sent by the buyer's terminal, as well as the business information, product information and store location information registered by the seller's terminal, and manage, match and filter according to this information, and finally put the corresponding recommendation information. Sent to the buyer's terminal or the seller's terminal.

In this embodiment, the service platform management system receives the subscribed commodity information, location information and search information sent by the buyer's terminal, as well as the merchant information, commodity information and store location information registered by the seller's terminal, and manages, After matching and screening, the corresponding recommendation information is sent to the buyer's terminal or the seller's terminal.

As an example, the embodiment of the present invention may have the following steps:

(1) First, according to the real-time search or subscription of the interested product by the buyer's terminal, the system searches the entire network to obtain information such as 1,000 sellers who sell this product and their business locations (if there are 10 businesses near the buyer, There are 3 merchants selling products related to keywords, then the 1000 search results include 3 of the 10 nearby merchants, but not the other 7);

(2) The system then uses the buyer's current location to filter according to the preset range, and then filters out 3 hit merchants nearby, and pushes the hit merchant information to the buyer;

(3) If the buyer moves to a new second location, the system will re-filter with the new second location in the result of step (1). If there is a hit merchant after filtering, it will push the hit merchant information to buy Family;

(4) The system updates the location information of the buyer and the commodity information registered by the merchant in real time, and repeats steps (1) to (3).

Please refer to FIG. 5. FIG. 5 is a schematic flowchart of another method for intelligent recommendation of commodities based on Internet of Things search provided by the second embodiment of the present invention.

In this embodiment, the described method for intelligent recommendation of commodities based on Internet of Things search at least includes the following steps:

S301, seller and commodity registration: the seller registers with the service platform management system through the seller terminal. The registration information includes information such as the name of the merchant, the name of the store, and the location of the store. The store can be a physical store in a shopping mall, an unmanned retail store, or a store that supports delivery. The warehouse of the pickup service, etc.; the seller adds the sold products to the service platform management system, and the added information includes the product name, description, storage location, etc.;

S302, the buyer subscribes to interested commodities through the buyer's terminal: the buyer sets the commodities that he is interested in, concerned about, and intends to buy in the physical store on the buyer's terminal, and the terminal synchronizes the subscription list to the service platform management system;

In this embodiment, the positions of steps S301 and S302 can be interchanged.

S303, commodity search: the service platform management system extracts the subscription commodity list from the subscription management module, and the search engine searches the commodity library for the subscribed commodity keywords and descriptions in the list;

S304, obtain the current location of the buyer: the buyer terminal obtains and uploads the current location of the user to the service platform management system;

S305, filter the search results by the current area: filter the results in the buyer area from the results in S303:

S306, whether there is a commodity within the location threshold range: if there is a commodity subscribed to for sale in the area where the user is located, execute S307; otherwise, execute S304 after the buyer's location is changed,

S307, push recommendation information to buyers and sellers: the service platform management system comprehensively sorts the screened results according to the price in the commodity information, the location from the seller, comments, etc., and pushes the recommendation result information to the buyer's terminal, and pushes it to The buyer's results include product information, product price, store location of the product, navigation route, etc.; the service platform management system pushes the buyer information of buyers who are interested in the products provided by the seller to the seller's terminal, and the seller can pass the seller's terminal through the seller's terminal. Proactively reach out to these buyers to make marketing more proactive.

In the method for intelligent product recommendation based on Internet of Things search provided by this embodiment, buyers can subscribe to the products they are interested in, and can receive product information and store location information when passing by a store that sells these products, so as to be able to "pass by" Don't miss it"; at the same time, sellers can also receive buyer information from nearby buyers who have subscribed to their products for sale, so that they can proactively contact buyers for promotion and increase product sales. Therefore, the recommendation method provided by the embodiment of the present invention can provide the buyer with a continuous tracking product recommendation service based on the real-time location of the buyer, so that the buyer can experience "passing by without missing a beat", and can recommend the buyer's information to the seller, so that Sellers experience "the fragrance of wine is not afraid of deep alleys", which improves the shopping experience of buyers and the selling experience of sellers.

To sum up, compared with the prior art, the present invention has the beneficial effect that the embodiments of the present invention provide a system and method for intelligent recommendation of commodities based on Internet of Things search. Buyers use this recommendation system to subscribe to the products they are interested in. The recommendation system continuously tracks and monitors them and pushes product recommendation information to buyers when they arrive near the products they are interested in, so that buyers can receive the products immediately. At the same time, the recommendation system also pushes the buyer's information to the seller's terminal, so that the seller can take the initiative to sell. Therefore, the recommendation system can provide buyers with a continuous tracking product recommendation service based on the buyer's real-time location, so that the buyer can experience "passing by and not missing it", and can recommend buyer information to the seller, so that the seller can experience the "wine fragrance". Don’t be afraid of deep alleys”, which improves the shopping experience of buyers and the selling experience of sellers.

The above are the preferred embodiments of the present invention. It should be pointed out that for those skilled in the art, without departing from the principles of the present invention, several improvements and modifications can also be made, and these improvements and modifications may also be regarded as It is the protection scope of the present invention.

Claims (8)

1. The utility model provides a commodity intelligence recommendation system based on thing networking search which characterized in that includes: the system comprises a service platform management system, a seller terminal and a buyer terminal;

the service platform management system is specifically configured to:

searching all sellers of the goods which are being sold and are the same as or similar to the goods key words instantly sent by the buyer terminal or the subscribed goods key words to generate a goods list;

monitoring the geographical position of a buyer of the buyer terminal in real time, and screening sellers within a preset range of the geographical position of the buyer according to the commodity list;

and pushing the selected seller information of the seller to the buyer terminal, and simultaneously pushing the buyer information of the buyer terminal to the selected seller terminal of the seller.

2. The intelligent commodity recommendation system based on internet of things search as claimed in claim 1, wherein the service platform management system comprises a merchant management module, a commodity subscription configuration management module, a search engine, a user location maintenance and filtering module, a commodity recommendation module, a buyer recommendation module and an information pushing module; wherein,

the merchant management module is used for auditing a registration request sent by a seller terminal according to a preset auditing standard, and adding and managing store information according to a login request and an operation instruction of the seller terminal; the shop information comprises entity shop information, unmanned retail shop information and warehouse information supporting goods picking service;

the commodity management module is used for responding to a commodity access request sent by the seller terminal, auditing and managing commodity information reported by the seller terminal according to a preset auditing standard; the commodity information comprises the name, description, price and position of a commodity;

the commodity subscription configuration management module is used for managing commodity names, keywords and effective rules subscribed by the buyer terminal according to preset commodity subscription configuration;

the search engine is used for searching all sellers of goods which are sold and are the same as or similar to the commodity key words or the subscribed commodity key words sent by the buyer terminal in real time according to the commodity key words or the subscribed commodity key words sent by the buyer terminal in real time so as to generate a commodity list, and the commodity list comprises seller information, commodity information and merchant position information;

the user position maintenance and filtering module is used for acquiring the merchant geographical position information of the seller terminal and the buyer geographical position information of the buyer in real time and screening the search result returned by the search engine according to the current region;

the commodity recommending module is used for comprehensively sequencing commodities in the current area of the buyer terminal according to distance, price, comments and similarity, and calculating optimal commodity information and shop positions;

the buyer recommending module is used for calculating potential buyer terminals in the current area and pushing the buyer information to the seller terminal of the seller;

and the information pushing module is used for pushing the recommendation information of the service platform management system to the seller terminal and the buyer terminal.

3. The intelligent commodity recommendation system based on internet of things search as claimed in claim 1, wherein the seller terminal comprises a merchant registration module, a commodity registration module and a seller active selling module;

the merchant registration module is used for sending the merchant related information filled by the merchant to a merchant management module of the service platform management system for auditing;

the commodity registration module is used for sending the relevant information of the added commodities of the merchant to the commodity management module of the service platform management system for auditing;

and the seller active selling module is used for prompting a merchant to actively contact the commodities searched by the buyer terminal or the commodities meeting subscription conditions according to the buyer information pushed by the service platform management system.

4. The intelligent internet-of-things search-based commodity recommendation system according to claim 1, wherein the buyer terminal comprises a communication module, a positioning module, an input module and an output module;

the communication module is used for carrying out data interaction with the service platform management system and the seller terminal;

the positioning module is used for reporting the geographic position of the buyer to the service platform management system in real time;

the input module is used for inputting subscribed commodity information and commodity searching information;

and the output module is used for outputting searched or recommended commodity information and a shop navigation route.

5. An intelligent commodity recommendation method based on Internet of things search is executed by a server serving as a service platform management system, and is characterized by at least comprising the following steps:

searching all sellers of the goods which are being sold and are the same as or similar to the goods key words instantly sent by the buyer terminal or the subscribed goods key words to generate a goods list;

monitoring the geographical position of a buyer of the buyer terminal in real time, and screening sellers within a preset range of the geographical position of the buyer according to the commodity list;

and pushing the selected seller information of the seller to the buyer terminal, and simultaneously pushing the buyer information of the buyer terminal to the selected seller terminal of the seller.

6. The intelligent commodity recommendation method based on internet of things search as claimed in claim 5, wherein the service platform management system comprises a merchant management module, a commodity subscription configuration management module, a search engine, a user location maintenance and filtering module, a commodity recommendation module, a buyer recommendation module and an information push module; wherein,

the merchant management module is used for auditing a registration request sent by a seller terminal according to a preset auditing standard, and adding and managing store information according to a login request and an operation instruction of the seller terminal; the shop information comprises entity shop information, unmanned retail shop information and warehouse information supporting goods picking service;

the commodity management module is used for responding to a commodity access request sent by the seller terminal, auditing and managing commodity information reported by the seller terminal according to a preset auditing standard; the commodity information comprises the name, description, price and position of a commodity;

the commodity subscription configuration management module is used for managing commodity names, keywords and effective rules subscribed by the buyer terminal according to preset commodity subscription configuration;

the search engine is used for searching all sellers of goods which are sold and are the same as or similar to the commodity key words or the subscribed commodity key words sent by the buyer terminal in real time according to the commodity key words or the subscribed commodity key words sent by the buyer terminal in real time so as to generate a commodity list, and the commodity list comprises seller information, commodity information and merchant position information;

the user position maintenance and filtering module is used for acquiring the merchant geographical position information of the seller terminal and the buyer geographical position information of the buyer in real time and screening the search result returned by the search engine according to the current region;

the commodity recommending module is used for comprehensively sequencing commodities in the current area of the buyer terminal according to distance, price, comments and similarity, and calculating optimal commodity information and shop positions;

the buyer recommending module is used for calculating potential buyer terminals in the current area and pushing the buyer information to the seller terminal of the seller;

and the information pushing module is used for pushing the recommendation information of the service platform management system to the seller terminal and the buyer terminal.

7. The intelligent commodity recommendation method based on the internet of things search is characterized in that the seller terminal comprises a merchant registration module, a commodity registration module and a seller active selling module;

the merchant registration module is used for sending the relevant information of the merchant filled in by the merchant to the merchant management module of the service platform management system for auditing;

the commodity registration module is used for sending the relevant information of the added commodities of the merchant to the commodity management module of the service platform management system for auditing;

and the seller active selling module is used for prompting a merchant to actively contact the commodities searched by the buyer terminal or the commodities meeting subscription conditions according to the buyer information pushed by the service platform management system.

8. The intelligent commodity recommendation method based on internet of things search according to claim 5, wherein the buyer terminal comprises a communication module, a positioning module, an input module and an output module;

the communication module is used for carrying out data interaction with the service platform management system and the seller terminal;

the positioning module is used for reporting the geographic position of the buyer to the service platform management system in real time;

the input module is used for inputting subscribed commodity information and commodity searching information;

and the output module is used for outputting searched or recommended commodity information and a shop navigation route.