CN109242651A - A kind of commodity intelligent recommendation System and method for based on Internet of Things search - Google Patents
A kind of commodity intelligent recommendation System and method for based on Internet of Things search Download PDFInfo
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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
Technical field
The present invention relates to internet of things field, more particularly, to a kind of commodity intelligent recommendation system based on Internet of Things search
System and method.
Background technique
Internet and popularizing for e-commerce bring a large amount of information to user, meet user in the information age to letter
The demand of breath.But the increasing substantially for bring network information amount with the rapid development of network, so that user is in face of a large amount of
The part information actually useful to oneself can not be therefrom quickly obtained when information.
Solving one very effective method of information overload problem is recommender system, it be according to the information requirement of user,
The interested information of user, product etc. are recommended the customized information of user by interest etc..It is inclined by the interest of research user
It is good, personalized calculating is carried out, by the point of interest of system discovery user, so that user be guided to find oneself information requirement.At present
There are many common recommended methods, such as content-based recommendation, collaborative filtering recommending, the recommendation based on correlation rule.
In terms of location technology, with wireless telecommunications and the continuous development of mobile positioning technique and mobile network and GPS
The extensive use of location technology has expedited the emergence of the generation and development of location based service (LBS).LBS service is by obtaining user
Latitude and longitude information can be provided in conjunction with GIS database for user including traffic guiding, place inquiry, friend's position enquiring,
Vehicle tracking, commerce sites inquiry, numerous services such as child's nurse, urgent call.
But the prior art exists following insufficient:
Current commercial product recommending service Internet-based, scene mainly on line, based on user's search, purchase
The information for the commodity crossed, or the factors such as purchaser record of user similar with its recommend its may interested commodity to buyer.
But it, since the support of the positional factor to user is insufficient, is not based on location information in lower scene online and user is mentioned in real time
For recommendation service, causes user to pass by the solid shop/brick and mortar store of interested commodity, do not know but.Such as when user comes may be interested
Commodity where shop near when, the purchase place of these merchandise newss and commodity can not be pushed to user by recommender system.
So that user has lacked the experience of " pass by and pass by and not miss ".
It is current such as Meituan, it is relevant to be mainly to provide user current location for location based service in the APP such as public comment
Inquiry.Dining room, shop near such as immediate inquiring search user location.Or some is the distance by user current location at most
Query information is ranked up, such as nearest Sichuan cuisine shop.But such service system can not the demand to user persistently chased after
Track, such as when user reaches near some interested thing set by user, such service system can not remind user
Its interested thing is just nearby.
In addition, existing recommender system, mainly on the electric business platform of B2C, C2C, system is that buyer recommends it may
Interested commodity, but it is a lack of the service for recommending buyer for seller.Current platform can not be accomplished the quotient of buyer interest
The information of product or to the interested Bidder Information of certain commodity, is pushed to the seller for being just capable of providing these commodity, causes
Seller cannot timely respond to the purchasing demand of this kind of potential buyer, targetedly can not actively market.
Summary of the invention
The embodiment of the invention provides a kind of commodity intelligent recommendation System and method fors based on Internet of Things search, to solve mesh
Preceding recommender system and method cannot provide the commercial product recommending service that the real time position based on buyer continue to buyer tracking,
And do not have the technical issues of recommending the function of Bidder Information to seller.
In order to solve the above-mentioned technical problem, the embodiment of the invention provides a kind of commodity based on Internet of Things search intelligently to push away
Recommend system, comprising: service platform management system, seller's terminals and purchaser terminal；
The service platform management system, is specifically used for:
Search for the commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription it is identical or
All sellers of similar commodity, to generate items list；
Monitor the buyer geographical location of the purchaser terminal in real time, and according to the items list, with filtering out the buyer
Manage the seller in the preset range of position；
The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the buyer of the purchaser terminal
Information pushes to the seller's terminals of the seller filtered out.
The service platform management system, including merchant management module, item management module, commodity subscribe to configuration management mould
Block, search engine, user location maintenance and filtering module, commercial product recommending module, buyer's recommending module and info push module；Its
In:
The merchant management module, for auditing registration request, the root that seller's terminals are sent according to preset auditing standards
According to the logging request and operational order of seller's terminals, increase newly, management store information；Wherein, the store information includes solid shop/brick and mortar store
Spread information, unmanned retail shop information and the warehouse information for supporting delivery of cargo picking service；
The item management module reports seller's terminals for responding the commodity access request of seller's terminals transmission
Merchandise news is audited according to preset auditing standards, and management；Wherein, the merchandise news include commodity title,
Description, price and position；
The commodity subscribe to configuration management module, for according to commodity subscription configuration is preset, management purchaser terminal to be subscribed to
Product name, keyword and the rule that comes into force；
The commodity keyword of described search engine, the commodity keyword for being sent immediately according to purchaser terminal or subscription,
Search for the same or similar quotient of commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription
All sellers of product, to generate items list and vendor information, merchandise news and merchandise location information；
The user location maintenance and filtering module, for obtaining businessman's geographical location information of seller's terminals in real time and buying
Buyer's geographical location information of family, and the search result returned to described search engine is screened by current region；
The commercial product recommending module presses distance, price, comment and phase for the commodity in the current region to purchaser terminal
It is integrated ordered like degree progress, and calculate optimal merchandise news and store location；
Buyer's recommending module is pushed away for calculating the potential purchaser terminal in current region, and by the Bidder Information
It send to the seller's terminals of the seller；
The info push module, for the recommendation information of service platform management system to be pushed to seller's terminals and buyer
Terminal.
The seller's terminals include that businessman's Registration Module, goods registration module and seller actively sell module；Wherein,
Businessman's Registration Module, the merchant-related information for filling in businessman are sent to service platform management system
The merchant management module of system is audited；
The goods registration module, for businessman's addition merchandise related information to be sent to the service platform management system
Item management module audited；
The seller actively sells module, the Bidder Information for being pushed according to the service platform management system, prompts
Businessman's proactive contact buyer, distribution, the search of competition for orders purchaser terminal commodity or meet the commodity of subscription condition.
The purchaser terminal includes communication module, locating module, input module and output module；Wherein,
The communication module, for carrying out data interaction with the service platform management system and seller's terminals；
The service platform management system is given in the locating module, the buyer geographical location for real-time report itself；
The input module, for inputting the merchandise news and commercial articles searching information subscribed to；The output module, for defeated
The merchandise news and shop navigation routine searched for or recommended out.
A kind of commodity intelligent recommendation method based on Internet of Things search, is held by the server as service platform management system
Row includes at least following steps:
Search for the commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription it is identical or
All sellers of similar commodity, to generate items list；
Monitor the buyer geographical location of the purchaser terminal in real time, and according to the items list, with filtering out the buyer
Manage the seller in the preset range of position；
The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the buyer of the purchaser terminal
Information pushes to the seller's terminals of the seller filtered out.
Compared with the prior art, the beneficial effect of the embodiment of the present invention is that the embodiment of the invention discloses one kind to be based on
The commodity intelligent recommendation system of Internet of Things search, including service platform management system, seller's terminals and purchaser terminal；The service
Platform management system, specifically for the search commodity keyword sent immediately with purchaser terminal sold or the commodity of subscription
All sellers of the same or similar commodity of keyword, to generate items list；The buyer for monitoring the purchaser terminal in real time is geographical
Position, and according to the items list, filter out the seller in the preset range in the buyer geographical location；It is sold what is filtered out
The vendor information of family pushes to the purchaser terminal, meanwhile, the Bidder Information of the purchaser terminal is pushed to selling of filtering out
The seller's terminals of family.
By this recommender system, buyer can subscribe to oneself interested commodity, when pass by sell these commodity shop it is attached
The merchandise news and store location information of these commodity can be received when close, so as to " pass by pass by and not miss "；It is same with this
When, seller can also receive near the buyer for having subscribed its commodity on sale Bidder Information, so as to proactive contact buyer into
Row is promoted, and Sales Volume of Commodity is promoted.Therefore recommender system provided in an embodiment of the present invention can the real time position based on buyer to buying
Family provides the commercial product recommending service persistently tracked, and can recommend Bidder Information to seller, to improve the shopping body of buyer
It tests and seller sells experience.
Detailed description of the invention
Fig. 1 is the structural representation for the commodity intelligent recommendation system based on Internet of Things search that first embodiment of the invention provides
Figure；
Fig. 2 is the deployment signal for the commodity intelligent recommendation system based on Internet of Things search that first embodiment of the invention provides
Figure；
Fig. 3 is answering for the commodity intelligent recommendation System and method for based on Internet of Things search that first embodiment of the invention provides
Use schematic diagram of a scenario.
Fig. 4 is the process signal for the commodity intelligent recommendation method based on Internet of Things search that second embodiment of the invention provides
Figure；
Fig. 5 is the process signal for the commodity intelligent recommendation method based on Internet of Things search that second embodiment of the invention provides
Figure.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Whole description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
First embodiment of the invention:
Referring to Figure 1, Fig. 1 is the commodity intelligent recommendation system based on Internet of Things search that first embodiment of the invention provides
System, comprising: service platform management system, seller's terminals and purchaser terminal；
The service platform management system, is specifically used for:
Search for the commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription it is identical or
All sellers of similar commodity, to generate items list；
Monitor the buyer geographical location of the purchaser terminal in real time, and according to the items list, with filtering out the buyer
Manage the seller in the preset range of position；
The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the buyer of the purchaser terminal
Information pushes to the seller's terminals of the seller filtered out.
In the present embodiment, it is to be understood that the service platform management system is responsible for providing for the seller of commodity
Goods registration management, potential buyer recommend, and provide keyword subscription management, position tracking, the commodity purchasing of commodity for consumer
Recommend etc..
In the present embodiment, specifically, the service platform management system includes merchant management module, merchandise control mould
Block, commodity are subscribed to configuration management module, search engine, user location maintenance and filtering module, commercial product recommending module, buyer and are recommended
Module and info push module.
In the present embodiment, the merchant management module is sent for auditing seller's terminals according to preset auditing standards
Registration request, logging request and operational order according to seller's terminals, increase newly, management store information；Wherein, the shop letter
Breath includes solid shop information, unmanned retail shop information and the warehouse information for supporting delivery of cargo picking service.
In the present embodiment, the item management module, for responding the commodity access request of seller's terminals transmission, to selling
The merchandise news that family's terminal reports is audited according to preset auditing standards, and management；Wherein, the merchandise news includes
Title, description, price and position of commodity etc..
In the present embodiment, the commodity subscribe to configuration management module, for according to commodity subscription configuration is preset, management to be bought
Product name, keyword and the rule that comes into force etc. that family's terminal is subscribed to.
In the present embodiment, described search engine, commodity keyword or subscription for being sent immediately according to purchaser terminal
Commodity keyword, search for the commodity keyword phase of the commodity keyword sent immediately with purchaser terminal sold or subscription
The seller of same or similar commodity, to generate items list, the items list includes the vendor information of corresponding seller, commodity
Information and merchandise location information.On the one hand, the commodity keyword subscribed to by user, the commodity of registration are searched in platform, are returned
Return the merchandise news and product locations for meeting user's subscription condition.On the other hand, user's search commercial articles on end-user interface,
Commercial articles searching is carried out according to the search key of user, returns to the merchandise news and product locations for meeting keyword.
In the present embodiment, user location maintenance and filtering module, for obtaining the businessman of seller's terminals in real time
Manage location information and buyer buyer's geographical location information, and to described search engine return search result by current region into
Row screening；It safeguards the location information that purchaser terminal positioning device obtains, the result that search engine returns is carried out by current region
Screening.
In the present embodiment, the commercial product recommending module, for the commodity in the current region to purchaser terminal press distance,
Price, comment and similarity progress are integrated ordered, and calculate optimal merchandise news and store location.For working as proparea to user
Commodity in domain press the combined factors sequence such as position, price, comment, similarity apart from user, calculate optimal quotient for buyer
Product information, store location.
In the present embodiment, buyer's recommending module, for calculating the potential purchaser terminal in current region, and will
The Bidder Information pushes to the seller's terminals of the seller.
In the present embodiment, the info push module, for the recommendation information of service platform management system to be pushed to
Seller's terminals and purchaser terminal.
In the present embodiment, it is to be understood that the seller's terminals are the terminals for seller's operation, including can be connected
The computer of internet and the mobile terminal with communication function etc., seller can be by seller's terminals to service platform management system
System addition Business Information, merchandise news and location information etc., in the buyer for receiving the service platform management system push
After information, commodity etc. that seller can be subscribed to by buyer that seller's terminals proactive contact is recommended, the potential buyer of competition for orders.
In the present embodiment, specifically, the seller's terminals include businessman's Registration Module, goods registration module and seller master
It is dynamic to sell module.
In the present embodiment, businessman's Registration Module, the merchant-related information for filling in businessman are sent to described
The merchant management module of service platform management system is audited.
In the present embodiment, the goods registration module, for businessman's addition merchandise related information to be sent to the clothes
The item management module of business platform management system is audited.
In the present embodiment, the seller actively sells module, for what is pushed according to the service platform management system
Bidder Information, the commodity for prompting businessman's proactive contact buyer, distribution, competition for orders purchaser terminal to search for or the quotient for meeting subscription condition
Product.
In the present embodiment, it is to be understood that the purchaser terminal be buyer have by oneself have positioning and communication function
Terminal device and connect for sending commodity subscription information, merchandise query information, location information to service platform management system
Receive Business Information, merchandise news and the vendor location information etc. of feedback.
In the present embodiment, specifically, the purchaser terminal includes communication module, locating module, input module and output
Module.
In the present embodiment, the communication module, for being counted with the service platform management system and seller's terminals
According to interaction, by modes such as Wi-Fi, 3G/4G, message is sent and received to recommendation service platform.
In the present embodiment, the locating module, the buyer geographical location for real-time report itself are flat to the service
Platform management system.It is required when carrying out merchandise query on service platform management system for obtaining the current location of buyer
Positional factor provides customer site's information；Outdoor acquisition modes include GPS, Beidou etc., and the mode of indoor positioning includes Wi-
Fi positioning, bluetooth positioning, RFID positioning, UWB positioning etc..
In the present embodiment, the input module, for inputting the merchandise news subscribed to, such as product name, model, key
Word description etc.；Commodity for inputting buyer's commercial articles searching information, such as near Present location search.
In the present embodiment, the output module, for exporting search or the merchandise news recommended and shop navigation road
Line.
Fig. 2 is referred to, Fig. 2 is a kind of commodity intelligent recommendation based on Internet of Things search that first embodiment of the invention provides
The deployment schematic diagram of system.
Incorporated by reference to Fig. 1, Fig. 2, in the present embodiment, system uses Decoupling design, and each module can be disposed independently, and can be divided
The deployment of cloth more piece point mode makes system realize high-performance, highly reliable, easy extension.System is made of 3 parts: service platform
Management system, purchaser terminal and seller's terminals；By more search engine servers, merchandise management server, sales field management service
Device, subscription management server, database server, position maintenance and filtering server, recommendation server and seller's service
Device composition.
In the present embodiment, item management module is disposed in merchandise management server, pipe is carried out to the merchandise news of registration
Reason, merchandise news mainly includes the information such as product name, introduction, price and shop.
In the present embodiment, merchant management module is disposed in businessman's management server, pipe is carried out to the Business Information of registration
Reason, Business Information mainly includes the information such as the title of businessman, the title in shop and store location.
In the present embodiment, commodity are disposed on subscription management server subscribe to configuration management module, the quotient that user is subscribed to
Product keyword, description and active states etc. are managed.
In the present embodiment, deployment is used for store commodity information, Business Information, subscription information etc. on database server
Types of databases system.
In the present embodiment, search engine server disposes search engine module, provides the search service of commodity.
In the present embodiment, position maintenance and the maintenance of filtering server deployed position and filtering module, to the real-time of user
Position is safeguarded, provides the screening service in user location threshold region for search result, make only include in the selection result
Merchandise news of the place store location in user's current region.
In the present embodiment, recommendation server disposes commercial product recommending module: according to the valence for the merchandise news hit in region
The information such as positional distance, evaluation between lattice, user and shop recommend its nearby interested commodity, businessman, store location to buyer
Etc. information.
In the present embodiment, it the module of seller's service server deployment seller's terminals: supports to service platform management system
Seller's registration, addition store information, addition registration commodity are carried out, are obtained from service platform management system latent near shop
In Bidder Information.
The deployment mode of commodity intelligent recommendation system provided in this embodiment based on Internet of Things search, is set using decoupling
Meter, each module can be disposed independently, and multinode mode can be disposed in a distributed manner, and system is made to realize high-performance, highly reliable, easy expansion
Exhibition.It is taken to enable recommender system preferably to provide buyer the commercial product recommending persistently tracked based on the real time position of buyer
Business, and Bidder Information can be recommended to seller, and then improve the shopping experience of buyer and seller sells experience.
Fig. 3 is referred to, Fig. 3 is a kind of commodity intelligent recommendation based on Internet of Things search that first embodiment of the invention provides
The application scenarios schematic diagram of System and method for.
Incorporated by reference to Fig. 1, Fig. 2 and Fig. 3, in the present embodiment, the commodity based on Internet of Things search provided through the invention
Intelligent recommendation System and method for, buyer can subscribe to interested commodity, when reaching has the proximate of these commodity, system
It reminds some shop near buyer current location to have its interested or the commodity selling of concern, and buyer is guided to go to.Using
Concrete scene it is as follows:
1) businessman and goods registration: title, position, the merchandise news etc. in businessman's registration shop.
2) buyer subscribes to interested commodity: buyer has subscribed interested commodity, such as 2018 sections of Nike Air Max fortune
Dynamic shoes.
3) it will subscribe to and poll search mission be added, search commercial articles: service platform management system adds the subscription condition to come into force
Enter to search mission, if platform will search for the merchandise news of Nike Air Max 2018, obtains search result set S.
4) obtain and 1 coordinate of uploading position: purchaser terminal positions the current position of user, and such as position 1, purchaser terminal is by position
The coordinate for setting 1 uploads to service platform management system.
5) 1 area results of strain position do not find hit commodity: in search result S, setting 1 commodity in place to position
It is screened, is sold in the region of position 1 without Nike Air Max 2018, service platform management system persistently monitors user
Position.
6) after user movement to position 2, purchaser terminal obtains 2 coordinate of position, and the coordinate of position 1 is uploaded to service platform
Management system.
7) 2 area results of strain position, discovery hit commodity are on sale in shop 1: setting 2 in place to position from result S
Commodity are screened, and have the sale of Nike Air Max 2018 in the region of position 2, store location is in position 3.
8) store information of merchandise news and position 3 is pushed: to Jie of purchaser terminal push Nike Air Max 2018
It continues, price, the store location information of position 3, and navigation routine can be provided.
9) information of hit and Bidder Information are pushed businessman: user is hit Nike Air by service platform management system
The record of Max 2018 is pushed to businessman, businessman can first time proactive contact buyer, mobilize buyer's purchase.
Compared with prior art, the beneficial effects of the present invention are provided in this embodiment a kind of based on Internet of Things search
Commodity intelligent recommendation system, for searching for the quotient of the commodity keyword sent immediately with purchaser terminal sold or subscription
All sellers of the same or similar commodity of product keyword, to generate items list；With monitoring the buyer of the purchaser terminal in real time
Position is managed, and according to the items list, filters out the seller in the preset range in the buyer geographical location；By what is filtered out
The vendor information of seller pushes to the purchaser terminal, meanwhile, the Bidder Information of the purchaser terminal pushed to and is filtered out
The seller's terminals of seller.The present invention can the real time position based on buyer provide the commercial product recommending service that persistently tracks to buyer,
So that Buyers's Experience is to " pass by pass by and not miss ", and can recommend Bidder Information to seller, so that seller experiences, " aroma is not
Be afraid of that alley is deep ", so that this recommender system improves the shopping experience of buyer and seller sells experience.
Second embodiment of the invention:
Fig. 4 is referred to, Fig. 4 is the commodity intelligent recommendation method based on Internet of Things search that second embodiment of the invention provides
Flow diagram.
In the present embodiment, the commodity intelligent recommendation method based on Internet of Things search, includes at least following steps:
The commodity keyword phase of S201, the search commodity keyword sent immediately with purchaser terminal sold or subscription
All sellers of same or similar commodity, to generate items list.
S202, the buyer geographical location for monitoring the purchaser terminal in real time, and according to the items list, filter out described buy
Seller in the preset range in family geographical location.
S203, the vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the purchaser terminal
Bidder Information pushes to the seller's terminals of the seller filtered out.
In the present embodiment, it is to be understood that merchandise news that service platform management system reports seller's terminals and
Businessman's geographical location information is managed and real-time update.Seller can add shop to service platform management system by seller's terminals
Spread information, merchandise news and location information etc..The seller's terminals include that can connect the computer of internet and have
The mobile terminal etc. of communication function；Wherein shop includes solid shop, the unmanned retail shop, support delivery of cargo picking service in market
Warehouse etc..
In the present embodiment, the purchaser terminal is the terminal device for having positioning and communication function that buyer has by oneself, is used
In to service platform management system send commodity subscription information, merchandise query information, location information, and receive feedback businessman letter
Breath, merchandise news and vendor location information etc..Buyer has subscribed oneself interested commodity by purchaser terminal, when passing by these
When the shop of commodity, recommender system can remind buyer, the commodity for nearby having it to pay close attention to.
In the present embodiment, service platform management system is responsible for seller and provides commodity registration management, potential buyer recommendation,
Recommend for keyword subscription management, position tracking, commodity purchasing that consumer provides commodity etc..Purchaser terminal hair can be received
Business Information, merchandise news and the shop of subscription merchandise news, location information and the search information and seller's terminals registration sent
Location information is spread, and is managed, matches and screens according to these information, finally sends buyer's end for corresponding recommendation information
End or seller's terminals.
In the present embodiment, service platform management system is receiving the subscription merchandise news of purchaser terminal transmission, position
Information and search information and Business Information, merchandise news and the store location information of seller's terminals registration, and according to these
After information is managed, matches and screens, purchaser terminal or seller's terminals are sent by corresponding recommendation information.
As an example, the embodiment of the present invention can have following steps:
(1) firstly, the interested commodity searched for or subscribed in real time according to purchaser terminal, system carry out the whole network search, obtain
The information such as the seller for selling this commodity to 1000 and their merchant location (if buyer nearby has 10 businessmans, there is 3 quotient
The relevant commodity of keyword are sold by family, then comprising 3 in neighbouring 10 businessmans inside 1000 results searched, without wrapping
Containing other 7)；
(2) system is filtered with buyer current location by preset range again, just filters out the quotient for nearby having 3 hits
The Business Information of hit, is pushed to buyer by family；
(3) if buyer is moved to the new second position, system is in the result of step (1), with the new second position, weight
The Business Information of hit is just pushed buyer if there is the businessman of hit after filtering by new filtering；
(4) merchandise news of the location information of system real-time update buyer and businessman's registration, repeats step (1) to (3).
Fig. 5 is referred to, Fig. 5 is the commodity intelligent recommendation method based on Internet of Things search that second embodiment of the invention provides
Another flow diagram.
In the present embodiment, the commodity intelligent recommendation method based on Internet of Things search, includes at least following steps:
S301, seller and goods registration: seller is registered by seller's terminals to service platform management system, registration letter
Breath includes the information such as Merchant name, shop title, store location, wherein shop can be solid shop in market, nobody zero
Sell shop, the warehouse for supporting delivery of cargo picking service etc.；Seller is added to the commodity sold on service platform management system, addition
Information include title, description, storage position of commodity etc.；
S302, buyer subscribe to interested commodity by purchaser terminal: it is interested that oneself is arranged in buyer in purchaser terminal
, concern, plan to go the commodity of solid shop/brick and mortar store purchase, subscription list is synchronized on service platform management system by terminal；
In the present embodiment, wherein step S301 and S302 interchanging positions.
S303, commercial articles searching: service platform management system is extracted from subscription management module subscribes to items list, and search is drawn
The commodity keyword to the subscription in list, description etc. is held up to scan in commodity library；
S304, obtain buyer current location: purchaser terminal obtains and upload user current location is to service platform management system
In system；
S305, search result is filtered with current region: screens the knot in buyer region in the result in S303
Fruit:
Whether there are commodity within the scope of S306, position threshold: if the commodity for having it to subscribe to go out in the region where user
It sells, then executes S307, otherwise execute S304 after buyer's position change,
S307, push recommendation information to buyer and seller: service platform management system is to the result filtered out according to commodity
The progress such as the price in information, the position apart from seller, comment is integrated ordered, and recommendation results information is pushed to purchaser terminal,
The result for being pushed to buyer includes store location, navigation routine etc. where merchandise news, commodity price, commodity；Service platform pipe
The Bidder Information for providing the interested buyer of commodity to seller in region is pushed to seller's terminals by reason system, and seller can be by selling
These buyers of family's terminal proactive contact, make to market more initiative.
Commodity intelligent recommendation method provided in this embodiment based on Internet of Things search, it is interested that buyer can subscribe to oneself
Commodity can receive merchandise news and store location information when passing by the shop for selling these commodity, so as to " walk to pass by one's way
It crosses and does not miss "；At the same time, seller can also receive the Bidder Information of the neighbouring buyer for having subscribed its commodity on sale, so as to
Enough proactive contact buyers promote, and promote Sales Volume of Commodity.Therefore recommended method provided in an embodiment of the present invention can be based on buying
The real time position of family provides the commercial product recommending service that persistently tracks to buyer, so that Buyers's Experience is to " pass by pass by and not miss ",
And Bidder Information can be recommended to seller, so that seller experiences " good wine needs no bush ", to improve the shopping of buyer
Experience and seller sell experience.
To sum up, compared with the prior art, the beneficial effects of the invention are that, the embodiment of the invention provides one kind to be based on Internet of Things
Net the commodity intelligent recommendation System and method for of search.Buyer subscribes to its interested commodity, recommender system using this recommender system
It is carried out to continue tracing and monitoring and commercial product recommending information is pushed to buyer when buyer reaches near its interested commodity,
Buyer is set to receive oneself interested merchandise news at the first time, at the same time, recommender system is also the information of the buyer
Seller's terminals are pushed to, seller is enable actively to sell.Therefore recommender system can the real time position based on buyer to buying
Family provides the commercial product recommending service that persistently tracks, so that Buyers's Experience is to " pass by pass by and not miss ", and can recommend to seller
Bidder Information so that seller experiences " good wine needs no bush ", and then improves the shopping experience of buyer and selling for seller
Sell experience.
The above is a preferred embodiment of the present invention, it is noted that for those skilled in the art
For, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also considered as
Protection scope of the present invention.
Claims (8)
1. a kind of commodity intelligent recommendation system based on Internet of Things search characterized by comprising service platform management system,
Seller's terminals and purchaser terminal；
The service platform management system, is specifically used for:
The commodity keyword for searching for the commodity keyword sent immediately with purchaser terminal sold or subscription is same or similar
Commodity all sellers, 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 buyer's geography position
The seller in preset range set；
The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the Bidder Information of the purchaser terminal
Push to the seller's terminals of the seller filtered out.
2. the commodity intelligent recommendation system according to claim 1 based on Internet of Things search, which is characterized in that the service
Platform management system, including merchant management module, item management module, commodity subscribe to configuration management module, search engine, user
Position maintenance and filtering module, commercial product recommending module, buyer's recommending module and info push module；Wherein,
The merchant management module, for auditing the registration request of seller's terminals transmission according to preset auditing standards, basis is sold
The logging request and operational order of family's terminal increase newly, management store information；Wherein, the store information includes solid shop letter
Breath, unmanned retail shop information and the warehouse information for supporting delivery of cargo picking service；
The item management module, for responding the commodity access request of seller's terminals transmission, the commodity reported to seller's terminals
Information is audited according to preset auditing standards, and management；Wherein, the merchandise news include the titles of commodity, description,
Price and position；
The commodity subscribe to configuration management module, for subscribing to configuration, the commodity that management purchaser terminal is subscribed to according to default commodity
Title, keyword and the rule that comes into force；
The commodity keyword of described search engine, the commodity keyword for being sent immediately according to purchaser terminal or subscription, search
The same or similar commodity of the commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription
All sellers, to generate items list, the items list includes vendor information, merchandise news and vendor location information；
User location maintenance and filtering module, for obtaining businessman's geographical location information and the buyer of seller's terminals in real time
Buyer's geographical location information, and the search result returned to described search engine is screened by current region；
The commercial product recommending module presses distance, price, comment and similarity for the commodity in the current region to purchaser terminal
Carry out merchandise news and store location integrated ordered, and that calculate optimal；
Buyer's recommending module is pushed to for calculating the potential purchaser terminal in current region, and by the Bidder Information
The seller's terminals of the seller；
The info push module, for the recommendation information of service platform management system to be pushed to seller's terminals and buyer's end
End.
3. the commodity intelligent recommendation system according to claim 1 based on Internet of Things search, which is characterized in that the seller
Terminal includes that businessman's Registration Module, goods registration module and seller actively sell module；
Businessman's Registration Module, the merchant-related information for filling in businessman are sent to the service platform management system
Merchant management module is audited；
The goods registration module, for businessman's addition merchandise related information to be sent to the quotient of the service platform management system
Product management module is audited；
The seller actively sells module, the Bidder Information for being pushed according to the service platform management system, prompts businessman
Proactive contact buyer, distribution, the search of competition for orders purchaser terminal commodity or meet the commodity of subscription condition.
4. the commodity intelligent recommendation system according to claim 1 based on Internet of Things search, which is characterized in that the buyer
Terminal includes communication module, locating module, input module and output module；
The communication module, for carrying out data interaction with the service platform management system and seller's terminals；
The service platform management system is given in the locating module, the buyer geographical location for real-time report itself；
The input module, for inputting the merchandise news and commercial articles searching information subscribed to；
The output module, for exporting search or the merchandise news recommended and shop navigation routine.
5. a kind of commodity intelligent recommendation method based on Internet of Things search, is held by the server as service platform management system
Row, which is characterized in that include at least following steps:
The commodity keyword for searching for the commodity keyword sent immediately with purchaser terminal sold or subscription is same or similar
Commodity all sellers, 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 buyer's geography position
The seller in preset range set；
The vendor information of the seller filtered out is pushed into the purchaser terminal, meanwhile, by the Bidder Information of the purchaser terminal
Push to the seller's terminals of the seller filtered out.
6. the commodity intelligent recommendation method according to claim 5 based on Internet of Things search, which is characterized in that the service
Platform management system includes merchant management module, item management module, commodity subscription configuration management module, search engine, user
Position maintenance and filtering module, commercial product recommending module, buyer's recommending module and info push module；Wherein,
The merchant management module, for auditing the registration request of seller's terminals transmission according to preset auditing standards, basis is sold
The logging request and operational order of family's terminal increase newly, management store information；Wherein, the store information includes solid shop letter
Breath, unmanned retail shop information and the warehouse information for supporting delivery of cargo picking service；
The item management module, for responding the commodity access request of seller's terminals transmission, the commodity reported to seller's terminals
Information is audited according to preset auditing standards, and management；Wherein, the merchandise news include the titles of commodity, description,
Price and position；
The commodity subscribe to configuration management module, for subscribing to configuration, the commodity that management purchaser terminal is subscribed to according to default commodity
Title, keyword and the rule that comes into force；
The commodity keyword of described search engine, the commodity keyword for being sent immediately according to purchaser terminal or subscription, search
The same or similar commodity of the commodity keyword of the commodity keyword sent immediately with purchaser terminal sold or subscription
All sellers, to generate items list, the items list includes vendor information, merchandise news and vendor location information；
User location maintenance and filtering module, for obtaining businessman's geographical location information and the buyer of seller's terminals in real time
Buyer's geographical location information, and the search result returned to described search engine is screened by current region；
The commercial product recommending module presses distance, price, comment and similarity for the commodity in the current region to purchaser terminal
Carry out merchandise news and store location integrated ordered, and that calculate optimal；
Buyer's recommending module is pushed to for calculating the potential purchaser terminal in current region, and by the Bidder Information
The seller's terminals of the seller；
The info push module, for the recommendation information of service platform management system to be pushed to seller's terminals and buyer's end
End.
7. the commodity intelligent recommendation method according to claim 5 based on Internet of Things search, which is characterized in that the seller
Terminal includes that businessman's Registration Module, goods registration module and seller actively sell module；
Businessman's Registration Module, for businessman to be filled in the quotient that merchant-related information is sent to the service platform management system
Family's management module is audited；
The goods registration module, for businessman's addition merchandise related information to be sent to the quotient of the service platform management system
Product management module is audited；
The seller actively sells module, the Bidder Information for being pushed according to the service platform management system, prompts businessman
Proactive contact buyer, distribution, the search of competition for orders purchaser terminal commodity or meet the commodity of subscription condition.
8. the commodity intelligent recommendation method according to claim 5 based on Internet of Things search, which is characterized in that the buyer
Terminal includes communication module, locating module, input module and output module；
The communication module, for carrying out data interaction with the service platform management system and seller's terminals；
The service platform management system is given in the locating module, the buyer geographical location for real-time report itself；
The input module, for inputting the merchandise news and commercial articles searching information subscribed to；
The output module, for exporting search or the merchandise news recommended and shop navigation routine.
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