CN108876484A - Method of Commodity Recommendation and device - Google Patents
Method of Commodity Recommendation and device Download PDFInfo
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- CN108876484A CN108876484A CN201810886305.5A CN201810886305A CN108876484A CN 108876484 A CN108876484 A CN 108876484A CN 201810886305 A CN201810886305 A CN 201810886305A CN 108876484 A CN108876484 A CN 108876484A
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- commodity
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0255—Targeted advertisements based on user history
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0277—Online advertisement
Abstract
The embodiment of the present invention provides a kind of Method of Commodity Recommendation and device.This method includes：The three-dimensional spatial information of target object is obtained by augmented reality AR equipment；According to the three-dimensional spatial information of target object and three-dimensional object model database, the merchandise news of target object is determined, three-dimensional object model database includes the mapping relations between the three-dimensional spatial information of object and the merchandise news of object；According to the merchandise news of target object, the information of commodity to be recommended is determined；According to the information of commodity to be recommended, treats Recommendations and be shown.The method of the embodiment of the present invention inputs information without user, simplifies operating procedure, the user experience is improved when obtaining Recommendations.
Description
Technical field
The present embodiments relate to field of computer technology more particularly to a kind of Method of Commodity Recommendation and device.
Background technique
With the fast development of the continuous development of Internet technology, especially development of Mobile Internet technology, shopping online is
Preferred shopping way as more and more people.
In the prior art, when user carries out shopping online, it is necessary first to webpage or application program (Application,
Referred to as：APP text or picture are inputted in) to carry out the search of commodity, to obtain associated recommendation commodity, then according to display
The two dimensional image or text information of the Recommendations of interior displaying determine the commodity for needing to buy.
In the existing mode for obtaining associated recommendation commodity, user is needed to carry out input operation, interaction is complicated, not easy enough.
Summary of the invention
The embodiment of the present invention provides a kind of Method of Commodity Recommendation and device, operation when solving existing acquisition Recommendations
Complexity, problem not easy enough.
In a first aspect, the embodiment of the present invention provides a kind of Method of Commodity Recommendation, including：
Pass through augmented reality (Augmented Reality, abbreviation：AR) equipment obtains the three-dimensional space letter of target object
Breath；
According to the three-dimensional spatial information of target object and three-dimensional object model database, the commodity letter of target object is determined
Breath, three-dimensional object model database includes the mapping relations between the three-dimensional spatial information of object and the merchandise news of object；
According to the merchandise news of target object, the information of commodity to be recommended is determined；
According to the information of commodity to be recommended, treats Recommendations and be shown.
In one possible implementation, the information of commodity to be recommended include commodity to be recommended character description information,
At least one of audio description information, two-dimensional image information and three-dimensional modeling data.
In one possible implementation, if the information of commodity to be recommended includes the threedimensional model number of commodity to be recommended
According to, then treat Recommendations be shown including：
Using AR technology, the three-dimensional modeling data of commodity to be recommended is superimposed upon on target object in three-dimensional space and is opened up
Show.
In one possible implementation, if commodity to be recommended be it is multiple, according to the information of commodity to be recommended, treat
Recommendations be shown including：
It treats Recommendations according to the sequence of commodity to be recommended according to the information of commodity to be recommended and is shown；It is to be recommended
The sequence of commodity is related with user information, and user information includes user's gender, age of user, user's occupation, consumer taste and use
At least one of family history shopping record.
In one possible implementation, if in three-dimensional object model database not including the information of target object,
The method also includes：
According to the merchandise news of the target object of user's input, three-dimensional object model database is updated.
In one possible implementation, merchandise news includes one or more of following information：Product name,
Merchandise classification, Brand and marque.
Second aspect, the embodiment of the present invention provide a kind of device for recommending the commodity, including：
Acquisition module, for obtaining the three-dimensional spatial information of target object by augmented reality AR equipment；
Identification module determines target for the three-dimensional spatial information and three-dimensional object model database according to target object
The merchandise news of object, three-dimensional object model database include between the three-dimensional spatial information of object and the merchandise news of object
Mapping relations；
Determining module determines the information of commodity to be recommended for the merchandise news according to target object；
Display module is treated Recommendations and is shown for the information according to commodity to be recommended.
In one possible implementation, the information of commodity to be recommended include commodity to be recommended character description information,
At least one of audio description information, two-dimensional image information and three-dimensional modeling data.
In one possible implementation, if the information of commodity to be recommended includes the threedimensional model number of commodity to be recommended
According to, then display module is specifically used for,
Using AR technology, the three-dimensional modeling data of commodity to be recommended is superimposed upon on target object in three-dimensional space and is opened up
Show.
In one possible implementation, if commodity to be recommended be it is multiple, display module is specifically used for,
It treats Recommendations according to the sequence of commodity to be recommended according to the information of commodity to be recommended and is shown；It is to be recommended
The sequence of commodity is related with user information, and user information includes user's gender, age of user, user's occupation, consumer taste and use
At least one of family history shopping record.
In one possible implementation, if in three-dimensional object model database not including the information of target object,
Device further includes update module, and update module is used for, according to the merchandise news of the target object of user's input, to three-dimension object mould
Type database is updated.
In one possible implementation, merchandise news includes one or more of following information：Product name,
Merchandise classification, Brand and marque.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, including：
Memory；
Processor；And
Computer program；
Wherein, the computer program stores in the memory, and is configured as being executed by the processor with reality
Now such as the described in any item methods of first aspect.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, are stored thereon with computer program,
The computer program is executed by processor to realize such as the described in any item methods of first aspect.
Method of Commodity Recommendation and device provided in an embodiment of the present invention, by obtaining the three-dimensional spatial information of target object,
According to the three-dimensional spatial information of target object and three-dimensional object model database, the merchandise news of target object is determined, according to mesh
The merchandise news for marking object, determines the information of commodity to be recommended, and treat Recommendations and be shown.Obtaining Recommendations
When, input operation is carried out without user, simplifies operation, the user experience is improved.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention
Example, and be used to explain the principle of the present invention together with specification.
Fig. 1 is the flow chart of one embodiment of Method of Commodity Recommendation provided by the invention；
Fig. 2 is the flow chart of the another embodiment of Method of Commodity Recommendation provided by the invention；
Fig. 3 is the structural schematic diagram of one embodiment of the device for recommending the commodity provided by the invention；
Fig. 4 is the structural schematic diagram of the another embodiment of the device for recommending the commodity provided by the invention；
Fig. 5 is the structural schematic diagram of one embodiment of electronic equipment provided by the invention.
Through the above attached drawings, it has been shown that the specific embodiment of the present invention will be hereinafter described in more detail.These attached drawings
It is not intended to limit the scope of the inventive concept in any manner with verbal description, but is by referring to specific embodiments
Those skilled in the art illustrate idea of the invention.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistented with the present invention.On the contrary, they be only with it is such as appended
The example of device and method being described in detail in claims, some aspects of the invention are consistent.
Term " includes " and " having " and their any deformations in description and claims of this specification, it is intended that
It is to cover and non-exclusive includes.Such as the process, method, system, product or equipment for containing a series of steps or units do not have
It is defined in listed step or unit, but optionally further comprising the step of not listing or unit, or optionally also wrap
Include the other step or units intrinsic for these process, methods, product or equipment.
" first " and " second " in the present invention only plays mark action, be not understood to indicate or imply ordinal relation,
Relative importance or the quantity for implicitly indicating indicated technical characteristic." multiple " refer to two or more." and/
Or ", the incidence relation of affiliated partner is described, indicates may exist three kinds of relationships, for example, A and/or B, can indicate：Individually deposit
In A, A and B, these three situations of individualism B are existed simultaneously.It is a kind of "or" that character "/", which typicallys represent forward-backward correlation object,
Relationship.
" one embodiment " or " embodiment " mentioned in the whole text in specification of the invention means related with embodiment
A particular feature, structure, or characteristic include at least one embodiment of the application.Therefore, occur everywhere in the whole instruction
" in one embodiment " or " in one embodiment " not necessarily refer to identical embodiment.It should be noted that not rushing
In the case where prominent, the feature in embodiment and embodiment in the present invention be can be combined with each other.
Fig. 1 is the flow chart of one embodiment of Method of Commodity Recommendation provided by the invention.The executing subject of the present embodiment can be with
It is terminal device, including but not limited to smart phone, computer, tablet device, personal digital assistant etc..As shown in Figure 1, this reality
Applying the method that example provides may include：
Step S101, the three-dimensional spatial information of target object is obtained by augmented reality AR equipment.
The present embodiment for AR equipment concrete form with no restrictions, the three-dimensional spatial information of target object can be understood as
Including can be in the information of three-dimensional space reproduction target object.If target object is mobile phone, corresponding three-dimensional spatial information can
To include：The length and width of mobile phone, thickness in Euclidean space, camera, fingerprint mould group, earpiece holes, speaker hole, key etc.
Position.
Target object in the present embodiment can be understood as the object for having corresponding relationship with the commodity to be recommended to be obtained.
For example, the commodity to be recommended to acquisition are mobile phone shell, target object can be corresponding mobile phone；To the quotient to be recommended of acquisition
Product are tablecloth, and target object can be corresponding dining table.
Step S102, according to the three-dimensional spatial information of target object and three-dimensional object model database, target object is determined
Merchandise news, three-dimensional object model database includes the mapping between the three-dimensional spatial information of object and the merchandise news of object
Relationship.
Include in three-dimensional object model database a large amount of object three-dimensional spatial information and object merchandise news it
Between mapping relations.The three-dimensional spatial information of target object can be matched in three-dimensional object model database, be chosen
Matching degree is highest, alternatively, matching degree is higher than the object of preset threshold as the object to match with target object, determines target
The merchandise news of object.
Optionally, merchandise news may include one or more of following information：Product name, merchandise classification, quotient
Product brand and marque.
For example, can according to the three-dimensional spatial information of the collected mobile phone of AR equipment, by three-dimensional object model database,
The merchandise classification for determining mobile phone is the concrete model of electronic equipment, the brand of mobile phone and mobile phone.
Step S103, according to the merchandise news of target object, the information of commodity to be recommended is determined.
Optionally, it after the merchandise news of target object has been determined, can be determined in conjunction with advertisement proposed algorithm to be recommended
The information of commodity.It may include the corresponding relationship of target object Yu commodity to be recommended in advertisement proposed algorithm, for example, target object
When for mobile phone, corresponding commodity to be recommended may include mobile phone shell, sticking film for mobile phone, cell phone ornamental etc..Optionally, it can be combined with
User information determines brand, style and price range of commodity to be recommended etc., so that the commodity recommended are more targeted, more
It is able to satisfy user demand.Wherein, user information may include user's gender, age of user, user's occupation, consumer taste and user
At least one of history shopping record.
Optionally, the information of commodity to be recommended may include the character description information of commodity to be recommended, audio description information,
At least one of two-dimensional image information and three-dimensional modeling data.Wherein, two-dimensional image information can be pictorial information or view
Frequency information, three-dimensional modeling data can be used for showing commodity to be recommended in three dimensions.
Step S104, according to the information of commodity to be recommended, Recommendations is treated and are shown.
It, can be by modes such as voice, text and/or images to be recommended after the information that commodity to be recommended have been determined
Commodity are shown.
Specifically illustrate Method of Commodity Recommendation provided in this embodiment using example below by one：
For buying mobile phone shell, in the prior art, user needs to input " mobile phone shell " in webpage or APP to carry out
Commercial articles searching, to obtain the commodity recommended.The mobile phone shell of different model mobile phone can not be general, therefore, effectively pushes away to obtain
It recommends, reduces the time screened to commodity, user also needs the concrete model of input handset, cumbersome.If user is unclear
The model of Chu Shouji is just difficult to get effective Recommendations, causes the shopping experience of user bad.
And when using Method of Commodity Recommendation provided in this embodiment, user, only need to be by mesh without executing any input operation
Mark object, that is, mobile phone is placed in the pickup area of AR equipment, so that the three-dimensional spatial information of AR equipment acquisition mobile phone, it can be certainly
It is dynamic to identify brand, concrete model of mobile phone etc., then according to the information identified, in conjunction with advertisement proposed algorithm, in conjunction with user
History shopping record etc., determine brand, price range, the style etc. of the mobile phone shell to be recommended to user.Finally, by determining
Commodity to be recommended are shown to be selected for user.The efficiency of commercial product recommending is greatly improved, the shopping of user is improved
Experience.
Method of Commodity Recommendation provided in this embodiment, by obtaining the three-dimensional spatial information of target object, according to object
The three-dimensional spatial information and three-dimensional object model database of body, determine the merchandise news of target object, according to the quotient of target object
Product information, determines the information of commodity to be recommended, and treats Recommendations and be shown.Commercial product recommending side provided in this embodiment
Method carries out input operation without user, simplifies operation, the user experience is improved when obtaining Recommendations.
In the prior art, the search result of commodity is usually in a manner of text and/or image on the screen of terminal device
It is shown, visual display effect is bad, and user can not obtain intuitive experience.Which results in users to take commodity material object
Afterwards, the probability of the return of goods increases.The time cost for increasing user's shopping, increases the logistics cost and commodity wastage cost of trade company
Deng.
In order to solve this problem, on the basis of the above embodiments, in order to further enhance the vision exhibition of commodity to be recommended
Show effect, reduces the various costs of shopping, Method of Commodity Recommendation provided in this embodiment, in the three-dimensional mould for determining commodity to be recommended
After type data, using AR technology, it is enterprising that the three-dimensional modeling data of commodity to be recommended is superimposed upon target object in three-dimensional space
Row is shown.
Still for buying mobile phone shell, after the three-dimensional modeling data of mobile phone shell has been determined, AR technology can be used,
Mobile phone shell is superimposed upon in target mobile phones and is shown by three-dimensional space.User can 360 degree, comprehensive, without dead angle opponent
Casing is observed, and is realized the accurate dispensing of Commdity advertisement, is greatly improved user experience.
Optionally, however, it is determined that commodity to be recommended be it is multiple, can using prefixed time interval successively by commodity to be recommended
Three-dimensional modeling data be superimposed upon on target object and be shown, alternatively, user is selected to be recommended according to the input of user
The three-dimensional modeling data of commodity is superimposed upon on target object and is shown.
Fig. 2 is the flow chart of the another embodiment of Method of Commodity Recommendation provided by the invention.As shown in Fig. 2, the present embodiment mentions
The method of confession may include：
Step S201, the three-dimensional spatial information of target object is obtained by augmented reality AR equipment.
Step S202, according to the three-dimensional spatial information of target object and three-dimensional object model database, target object is determined
Merchandise news, three-dimensional object model database includes the mapping between the three-dimensional spatial information of object and the merchandise news of object
Relationship.
Step S203, according to the merchandise news of target object, the three-dimensional modeling data of commodity to be recommended is determined.
Step S204, using AR technology, the three-dimensional modeling data of commodity to be recommended is superimposed upon object in three-dimensional space
It is shown on body.
Method of Commodity Recommendation provided in this embodiment, by obtaining the three-dimensional spatial information of target object, according to object
The three-dimensional spatial information and three-dimensional object model database of body, determine the merchandise news of target object, according to the quotient of target object
Product information, determines the three-dimensional modeling data of commodity to be recommended, and uses AR technology, in three-dimensional space by the three-dimensional of commodity to be recommended
Model data is superimposed upon on target object and is shown.Operation is not only simplified, and is treated by AR technology in three-dimensional space
Recommendations are shown, and improve visual effect, improve the efficiency of commercial product recommending, and further the user experience is improved.
It is understood that the quantity for the commodity to be recommended determined is usually more according to the merchandise news of target object
It is a, for example, according to mobile phone, the usual substantial amounts of mobile phone shell to be recommended determined.In order to improve the recommendation efficiency of commodity, subtract
Few user treats the screening time of Recommendations, promotes user's shopping experience, can be with after the information for determining commodity to be recommended
It treats Recommendations to be ranked up, by the merchandise display to be recommended by sequence to user.
Optionally, if commodity to be recommended be it is multiple, according to the information of commodity to be recommended, treat Recommendations and be shown
Including：
It treats Recommendations according to the sequence of commodity to be recommended according to the information of commodity to be recommended and is shown；It is to be recommended
The sequence of commodity is related with user information, and user information includes user's gender, age of user, user's occupation, consumer taste and use
At least one of family history shopping record.
Since type of merchandize is various, and constantly, there are also new commodity to release, it is possible that target object is in three-dimension object
The case where it fails to match in model database does not include the information of target object in three-dimensional object model database.Above-mentioned
On the basis of any embodiment, in Method of Commodity Recommendation provided in this embodiment, if not including in three-dimensional object model database
The information of target object, then can according to user input target object merchandise news, to three-dimensional object model database into
Row updates.
Optionally, when it fails to match, user can be prompted accordingly, and default template is provided and is inputted for user
The merchandise news of target object.
Optionally, the accuracy of the merchandise news of the target object of user's input is verified, if being verified, root
According to the merchandise news of the target object of user's input, three-dimensional object model database is updated.
The embodiment of the present invention also provides a kind of device for recommending the commodity, and shown in Figure 3, the embodiment of the present invention is only with Fig. 3
For be illustrated, be not offered as that present invention is limited only to this.Fig. 3 is the knot of one embodiment of the device for recommending the commodity provided by the invention
Structure schematic diagram.As shown in figure 3, the device for recommending the commodity 30 provided in this embodiment may include：Acquisition module 301, identification module
302, determining module 303 and display module 304.
Acquisition module 301, for obtaining the three-dimensional spatial information of target object by augmented reality AR equipment.
Identification module 302 determines mesh for the three-dimensional spatial information and three-dimensional object model database according to target object
The merchandise news of object is marked, three-dimensional object model database includes between the three-dimensional spatial information of object and the merchandise news of object
Mapping relations.
Determining module 303 determines the information of commodity to be recommended for the merchandise news according to target object.
Display module 304 is treated Recommendations and is shown for the information according to commodity to be recommended.
The device of the present embodiment can be used for executing the technical solution of embodiment of the method shown in Fig. 1, realization principle and skill
Art effect is similar, and details are not described herein again.
Optionally, the information of commodity to be recommended includes the character description information of commodity to be recommended, audio description information, two dimension
At least one of image information and three-dimensional modeling data.
Optionally, if the information of commodity to be recommended includes the three-dimensional modeling data of commodity to be recommended, display module 304 has
Body can be used for,
Using AR technology, the three-dimensional modeling data of commodity to be recommended is superimposed upon on target object in three-dimensional space and is opened up
Show.
Optionally, if commodity to be recommended be it is multiple, display module 304 specifically can be used for,
It treats Recommendations according to the sequence of commodity to be recommended according to the information of commodity to be recommended and is shown；It is to be recommended
The sequence of commodity is related with user information, and user information includes user's gender, age of user, user's occupation, consumer taste and use
At least one of family history shopping record.
Optionally, the device for recommending the commodity 30 can also include update module, if being used in three-dimensional object model database not
Information including target object carries out three-dimensional object model database according to the merchandise news of the target object of user's input
It updates.
Optionally, merchandise news may include one or more of following information：Product name, merchandise classification, quotient
Product brand and marque.
On the basis of the above embodiments, the present embodiment is combined above-described embodiment, provides a kind of commercial product recommending dress
It sets, shown in Figure 4, the embodiment of the present invention is only illustrated by taking Fig. 4 as an example, is not offered as that present invention is limited only to this.Fig. 4 is
The structural schematic diagram of one embodiment of the device for recommending the commodity provided by the invention.As shown in figure 4, commercial product recommending provided in this embodiment
Device 40 may include：Acquisition module 401, identification module 402, determining module 403, display module 404 and update module 405.
Acquisition module 301, for obtaining the three-dimensional spatial information of target object by augmented reality AR equipment.
Identification module 302 determines mesh for the three-dimensional spatial information and three-dimensional object model database according to target object
The merchandise news of object is marked, three-dimensional object model database includes between the three-dimensional spatial information of object and the merchandise news of object
Mapping relations.
Determining module 303 determines the three-dimensional modeling data of commodity to be recommended for the merchandise news according to target object.
The three-dimensional modeling data of commodity to be recommended is superimposed upon for using AR technology in three-dimensional space by display module 304
It is shown on target object.
Update module 405, if for do not include in three-dimensional object model database target object information, it is defeated according to user
The merchandise news of the target object entered is updated three-dimensional object model database.
The device of the present embodiment can be used for executing the technical solution of above method embodiment, realization principle and technology
Effect is similar, and details are not described herein again.
The embodiment of the present invention also provides a kind of electronic equipment, shown in Figure 5, and the embodiment of the present invention is only by taking Fig. 5 as an example
It is illustrated, is not offered as that present invention is limited only to this.Fig. 5 is the structural representation of one embodiment of electronic equipment provided by the invention
Figure.The electronic equipment can be terminal device, such as computer, tablet device, personal digital assistant；It can also be that network is set
It is standby, including but not limited to single network server, multiple network servers composition server group or based on cloud computing by big
Measure the cloud that computer or network server are constituted, wherein cloud computing is one kind of distributed computing, by the meter of a group loose couplings
One super virtual computer of calculation machine composition.As shown in figure 5, electronic equipment 50 provided in this embodiment may include：Storage
Device 501, processor 502 and bus 503.Wherein, bus 503 is for realizing the connection between each element.
Computer program is stored in memory 501, computer program may be implemented above-mentioned when being executed by processor 502
The technical solution for the Method of Commodity Recommendation that one embodiment of the method provides.
Wherein, be directly or indirectly electrically connected between memory 501 and processor 502, with realize data transmission or
Interaction.It is electrically connected for example, these elements can be realized between each other by one or more of communication bus or signal wire, such as
It can be connected by bus 503.The computer program for realizing Method of Commodity Recommendation, including at least one are stored in memory 501
A software function module that can be stored in the form of software or firmware in memory 501, processor 502 are stored in by operation
Software program and module in memory 501, thereby executing various function application and data processing.
Memory 501 may be, but not limited to, and random access memory (Random Access Memory, referred to as：
RAM), read-only memory (Read Only Memory, abbreviation：ROM), programmable read only memory (Programmable
Read-Only Memory, referred to as：PROM), erasable read-only memory (Erasable Programmable Read-Only
Memory, referred to as：EPROM), electricallyerasable ROM (EEROM) (Electric Erasable Programmable Read-
Only Memory, referred to as：EEPROM) etc..Wherein, memory 501 is for storing program, and processor 502 refers to receiving execution
After order, program is executed.Further, the software program in above-mentioned memory 501 and module may also include operating system, can
Including the various component softwares for management system task (such as memory management, storage equipment control, power management etc.) and/or
Driving, and can be in communication with each other with various hardware or component software, to provide the running environment of other software component.
Processor 502 can be a kind of IC chip, the processing capacity with signal.Above-mentioned processor 502 can
To be general processor, including central processing unit (Central Processing Unit, abbreviation：CPU), network processing unit
(Network Processor, referred to as：NP) etc..It may be implemented or execute disclosed each method, the step in the embodiment of the present invention
Rapid and logic diagram.General processor can be microprocessor or the processor is also possible to any conventional processor etc..
It is appreciated that Fig. 5 structure be only illustrate, can also include than shown in Fig. 5 more perhaps less component or have with
Different configuration shown in Fig. 5.Each component shown in Fig. 5 can use hardware and/or software realization.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer program, computer
The Method of Commodity Recommendation that any of the above-described embodiment of the method provides may be implemented when program is executed by processor.Meter in the present embodiment
Calculation machine readable storage medium storing program for executing can be any usable medium that computer can access, or can use Jie comprising one or more
Data storage devices, the usable mediums such as matter integrated server, data center can be magnetic medium, (for example, floppy disk, hard disk,
Tape), optical medium (for example, DVD) or semiconductor medium (such as SSD) etc..
Finally it should be noted that：The above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Present invention has been described in detail with reference to the aforementioned embodiments for pipe, those skilled in the art should understand that：Its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme.
Claims (14)
1. a kind of Method of Commodity Recommendation, which is characterized in that including：
The three-dimensional spatial information of target object is obtained by augmented reality AR equipment；
According to the three-dimensional spatial information of the target object and three-dimensional object model database, the commodity of the target object are determined
Information, the three-dimensional object model database include that the mapping between the three-dimensional spatial information of object and the merchandise news of object is closed
System；
According to the merchandise news of the target object, the information of the commodity to be recommended is determined；
According to the information of the commodity to be recommended, the commodity to be recommended are shown.
2. the method according to claim 1, wherein the information of the commodity to be recommended includes the quotient to be recommended
At least one of character description information, audio description information, two-dimensional image information and three-dimensional modeling data of product.
3. the method according to claim 1, wherein if the information of the commodity to be recommended includes described to be recommended
The three-dimensional modeling data of commodity, then it is described to the commodity to be recommended be shown including：
Using AR technology, it is enterprising that the three-dimensional modeling data of the commodity to be recommended is superimposed upon the target object in three-dimensional space
Row is shown.
4. the method according to claim 1, wherein if the commodity to be recommended be it is multiple, it is described according to institute
The information for stating commodity to be recommended, to the commodity to be recommended be shown including：
The commodity to be recommended are shown according to the sequence of commodity to be recommended according to the information of the commodity to be recommended；Institute
The sequence for stating commodity to be recommended is related with user information, the user information include user's gender, age of user, user occupation,
At least one of consumer taste and user's history shopping record.
5. the method according to claim 1, wherein if not including described in the three-dimensional object model database
The information of target object, then the method also includes：
According to the merchandise news of the target object of user's input, the three-dimensional object model database is updated.
6. method according to claim 1-5, which is characterized in that the merchandise news includes in following information
It is one or more kinds of：Product name, merchandise classification, Brand and marque.
7. a kind of device for recommending the commodity, which is characterized in that including：
Acquisition module, for obtaining the three-dimensional spatial information of target object by augmented reality AR equipment；
Identification module, for the three-dimensional spatial information and three-dimensional object model database according to the target object, determine described in
The merchandise news of target object, the three-dimensional object model database include that the three-dimensional spatial information of object and the commodity of object are believed
Mapping relations between breath；
Determining module determines the information of the commodity to be recommended for the merchandise news according to the target object；
Display module is shown the commodity to be recommended for the information according to the commodity to be recommended.
8. device according to claim 7, which is characterized in that the information of the commodity to be recommended includes the quotient to be recommended
At least one of character description information, audio description information, two-dimensional image information and three-dimensional modeling data of product.
9. device according to claim 7, which is characterized in that if the information of the commodity to be recommended includes described to be recommended
The three-dimensional modeling data of commodity, then the display module is specifically used for,
Using AR technology, it is enterprising that the three-dimensional modeling data of the commodity to be recommended is superimposed upon the target object in three-dimensional space
Row is shown.
10. device according to claim 7, which is characterized in that if the commodity to be recommended are multiple, the displaying mould
Block is specifically used for,
The commodity to be recommended are shown according to the sequence of commodity to be recommended according to the information of the commodity to be recommended；Institute
The sequence for stating commodity to be recommended is related with user information, the user information include user's gender, age of user, user occupation,
At least one of consumer taste and user's history shopping record.
11. device according to claim 7, described device further includes update module, if being used for the three-dimensional object model
It does not include the information of the target object in database, according to the merchandise news of the target object of user's input, to described
Three-dimensional object model database is updated.
12. according to the described in any item devices of claim 7-11, which is characterized in that the merchandise news includes in following information
One or more：Product name, merchandise classification, Brand and marque.
13. a kind of electronic equipment, which is characterized in that including：
Memory；
Processor；And
Computer program；
Wherein, the computer program stores in the memory, and is configured as being executed by the processor to realize such as
Method described in any one of claims 1-6.
14. a kind of computer readable storage medium, which is characterized in that be stored thereon with computer program, the computer program
It is executed by processor to realize as the method according to claim 1 to 6.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810886305.5A CN108876484A (en) | 2018-08-06 | 2018-08-06 | Method of Commodity Recommendation and device |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810886305.5A CN108876484A (en) | 2018-08-06 | 2018-08-06 | Method of Commodity Recommendation and device |
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| CN108876484A true CN108876484A (en) | 2018-11-23 |
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| CN201810886305.5A Pending CN108876484A (en) | 2018-08-06 | 2018-08-06 | Method of Commodity Recommendation and device |
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