CN106326257A - Information recommendation method and device, and related equipment - Google Patents
Information recommendation method and device, and related equipment Download PDFInfo
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- CN106326257A CN106326257A CN201510362233.0A CN201510362233A CN106326257A CN 106326257 A CN106326257 A CN 106326257A CN 201510362233 A CN201510362233 A CN 201510362233A CN 106326257 A CN106326257 A CN 106326257A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/5838—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using colour
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Abstract
The invention provides an information recommendation method and device, and related equipment. Iris features are bound with a person, so that the consumption habit of a user is recognized by using the iris features, and the scheme does not need complicated processes, such as registration and login, and supports anonymous usage feedback, so that the user privacy is protected; in addition, owing to the uniqueness of irises, the user is convenient to switch on different mobile devices to be adaptive to the user habits for a long time, so that more accurate product recommendation is provided. The information recommendation method and device, and the related equipment have wide application prospect in the application fields, such as automatic recommendation of online shopping, tourist lodging recommendation and self-help ordering recommendation. According to the technical scheme of the invention, the using preferences and the product concerns of the user can be accumulated continuously, so that the accurate product recommendation is realized.
Description
Technical field
The present invention relates to mobile terminal applied technical field, particularly relate to a kind of information recommendation method, device and
Relevant device.
Background technology
In order to improve the efficiency of the information that browses of user, improve client's viscosity, existing apply at mobile terminal
On information recommendation scheme, be by use user login name associate with accessed web page contents, it is achieved foundation
The Products Show of user preference.
The defect of existing suggested design, needs user's registering and logging, it has not been convenient to the preference obtaining user sets
Put.
Summary of the invention
The technical problem to be solved in the present invention is to provide a kind of information recommendation method, device and relevant device,
Simplify process of user login, and realize the information recommendation accurately for user of cross-terminal.
The technical solution used in the present invention is, described information recommendation method, in the flow process that mobile terminal side performs
Including:
The iris feature gathering user is sent to server, to obtain corresponding ID from server；
Collect the history of user respectively according to different ID to surf the web information be sent to server,
Surf the web information for the history of user corresponding to server storage different user mark, and based on described use
The history at the family information that surfs the web returns pushed information to corresponding user；
Receive the pushed information of server.
Further, the iris feature gathering user is sent to server, including:
Utilize the iris image of photographic head shooting user；
The iris feature of iris image acquisition user based on user.
Further, the history of described user surfs the web information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking.
Further, the described flow process performed at mobile terminal side, also include:
User surfing the web period, under arbitrary website that user browses, with set time a length of cycle,
In the nearest cycle that will collect, the history information of surfing the web of user is sent to server, is used for updating
The history of the user that relative users mark that server preserves is corresponding surfs the web information.
Further, described use to corresponding for server history based on the described user information that surfs the web
Family returns pushed information, including:
Surf the web information for the history of user corresponding to server storage different user mark, and based on institute
State the history of the user information that surfs the web to return to the mobile terminal that corresponding ID is just logging in and push letter
Breath.
The present invention also provides for a kind of information recommendation method, and the flow process performed in server side includes:
Receive the iris feature of user that mobile terminal is sent, and iris feature based on described user determine right
The ID answered also is sent to mobile terminal；
Receive the history of user that mobile terminal sends to surf the web information, and the history of user is surfed the web
The preservation that information is corresponding with ID, history based on described user surfs the web information to corresponding user
Return pushed information.
Further, the history of described user surfs the web information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking；
Described history based on the described user information that surfs the web returns pushed information to corresponding user, including:
Under arbitrary website that user browses, the product checked based on user product data from server
Storehouse filters out the product that user may be interested；
According to user check different durations during each product and the user product evaluation information to checking from
The product that described user may be interested filters out the product set that user is most interested in, pushes institute to user
State the relevant information of the product set that user is most interested in.
Further, the flow process performed in server side, also include:
User surfing the web period, under arbitrary website that user browses, when receive mobile terminal with
The time history of user sent of a length of cycle set surf the web information time, update that server preserves is corresponding
The history of the user that ID is corresponding surfs the web information.
The present invention also provides for a kind of information recommending apparatus, is arranged at mobile terminal side, and this device includes:
Iris feature acquisition module, is sent to server, with from server for gathering the iris feature of user
Obtain corresponding ID；
Browse information collection module, clear for collecting the history online of user respectively according to different ID
Look at information be sent to server, for the history online of user corresponding to server storage different user mark
Browse information, and history based on the described user information that surfs the web returns pushed information to corresponding user；
Pushed information receiver module, for receiving the pushed information of server.
The present invention also provides for a kind of information recommending apparatus, is arranged at server side, and this device includes:
ID determines module, for receiving the iris feature of the user that mobile terminal is sent, and based on institute
The iris feature stating user determines the ID of correspondence and is sent to mobile terminal；
Pushed information determines module, and the history for receiving the user that mobile terminal is sent surfs the web information,
And the preservation that the information that the history of user surfed the web is corresponding with ID, based on described user in history
Net browses information and returns pushed information to corresponding user.
The present invention also provides for a kind of mobile terminal, comprises the information recommending apparatus being arranged at mobile terminal side.
The present invention also provides for a kind of server, comprises the information recommending apparatus being arranged at server side.
Using technique scheme, the present invention at least has the advantage that
Information recommendation method of the present invention, device and relevant device, due to iris feature and individual's binding,
So using the consumption habit of iris feature identification user, and the program being without registering the loaded down with trivial details flow processs such as login,
Support that anonymity uses feedback, thus protect privacy of user；Exist it addition, the uniqueness of iris facilitates user
Switching in different mobile devices, can adaptive user use habit for a long time, thus provide and produce more accurately
Product are recommended.And the application tool such as shopping on the web is recommended automatically, tourist lodging recommendation and Self-service meal-ordering recommendation
There is the biggest application prospect.Technical scheme can constantly add up use preference and the product pass of user
Note point, thus realize Products Show accurately.
Accompanying drawing explanation
Fig. 1 is the information recommendation method flow chart of first embodiment of the invention；
Fig. 2 is the information recommendation method flow chart of second embodiment of the invention；
Fig. 3 is the information recommendation method flow chart of third embodiment of the invention；
Fig. 4 is the information recommendation method flow chart of fourth embodiment of the invention；
Fig. 5 is the information recommending apparatus composition structural representation of fifth embodiment of the invention；
Fig. 6 is the information recommending apparatus composition structural representation of sixth embodiment of the invention；
Fig. 7 is the information recommending apparatus composition structural representation of seventh embodiment of the invention；
Fig. 8 is the information recommending apparatus composition structural representation of eighth embodiment of the invention.
Detailed description of the invention
By further illustrating the technological means and effect that the present invention taked by reaching predetermined purpose, below tie
Close accompanying drawing and preferred embodiment, after the present invention is described in detail such as.
First embodiment of the invention, a kind of information recommendation method, as it is shown in figure 1, perform at mobile terminal side
Flow process include step in detail below:
Step S101, the iris feature gathering user is sent to server, to obtain corresponding use from server
Family identifies；
Concrete, in step S101, the iris feature gathering user is sent to server, including:
Utilize the iris image of photographic head shooting user；
The iris feature of iris image acquisition user based on user.
Step S102, collects the history of user respectively according to different ID and surfs the web information sending
To server, surf the web information for the history of user corresponding to server storage different user mark, and
History based on the described user information that surfs the web returns pushed information to corresponding user；
Concrete, the history of described user surfs the web information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking.
Further, in step s 102, described surf the web for server history based on described user
Information returns pushed information to corresponding user, including:
Surf the web information for the history of user corresponding to server storage different user mark, and based on institute
State the history of the user information that surfs the web to return to the mobile terminal that corresponding ID is just logging in and push letter
Breath.
Step S103, receives the pushed information of server.
Second embodiment of the invention, a kind of information recommendation method, method and first embodiment described in the present embodiment
Roughly the same, difference is, as in figure 2 it is shown, the described method of the present embodiment, performs at mobile terminal side
Flow process, also include step in detail below:
Step S104, surfing the web period user, under arbitrary website that user browses, with set
In the Shi Changwei cycle, in the nearest cycle that will collect, the history information of surfing the web of user is sent to service
Device, surfs the web information for updating the history of user corresponding to relative users mark that server preserves.
Concrete, the duration of setting can be half an hour, with setting time a length of cycle server is preserved
The history information of surfing the web of user is updated being the interest institute capturing user in order to more accurately and timely
, in order to follow-up preferably provide the user pushed information.
Third embodiment of the invention, a kind of information recommendation method, as it is shown on figure 3, perform in server side
Flow process includes:
Step S301, receives the iris feature of the user that mobile terminal is sent, and iris based on described user
Feature determines the ID of correspondence and is sent to mobile terminal；
Step S302, receives the history of user that mobile terminal sends and surfs the web information, and going through user
History surfs the web the information preservation corresponding with ID；
Concrete, in step s 302, the history of described user surfs the web information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking；
Step S303, history based on the described user information that surfs the web returns pushed information to corresponding user.
Concrete, step S303, including:
Under arbitrary website that user browses, the product checked based on user product data from server
Storehouse filters out the product that user may be interested；
According to user check different durations during each product and the user product evaluation information to checking from
The product that described user may be interested filters out the product set that user is most interested in, pushes institute to user
State the relevant information of the product set that user is most interested in.
Fourth embodiment of the invention, method described in the present embodiment is roughly the same with the 3rd embodiment, and difference is,
As shown in Figure 4, the described method of the present embodiment, the flow process performed in server side, also include in detail below
Step:
Step S304, surfing the web period user, under arbitrary website that user browses, when receiving
Mobile terminal with the time history of user sent of a length of cycle set surf the web information time, update server
The history of the user that the relative users mark that preserves is corresponding surfs the web information.
Concrete, the duration of setting can be half an hour, with setting time a length of cycle server is preserved
The history information of surfing the web of user is updated being the interest institute capturing user in order to more accurately and timely
, in order to follow-up preferably provide the user pushed information.
Fifth embodiment of the invention, corresponding with first embodiment, the present embodiment introduces a kind of information recommending apparatus,
It is arranged at mobile terminal side, as it is shown in figure 5, include consisting of part:
Iris feature acquisition module 501, is sent to server, with from service for gathering the iris feature of user
Device obtains corresponding ID；
Browse information collection module 502, for collecting the history online of user respectively according to different ID
Browse information and be sent to server, identifying corresponding user in history for server storage different user
Net browses information, and history based on the described user information that surfs the web returns pushed information to corresponding user；
Pushed information receiver module 503, for receiving the pushed information of server.
Sixth embodiment of the invention, corresponding with the second embodiment, the present embodiment introduces a kind of information recommendation dress
Putting, be arranged at mobile terminal side, device described in the present embodiment and the 5th embodiment are roughly the same, and difference is,
As shown in Figure 6, the described device of the present embodiment, also include consisting of part:
Historical information updates request module 504, and surfing the web period user, at arbitrary net that user browses
Stand down, with set time a length of cycle, in the nearest cycle that will collect, the history of user surfs the web
Information is sent to server, for updating the user of the relative users mark correspondence that server preserves in history
Net browses information.
Seventh embodiment of the invention, corresponding with the 3rd embodiment, the present embodiment introduces a kind of information recommending apparatus,
It is arranged at server side, as it is shown in fig. 7, this device includes consisting of part:
ID determines module 701, for receiving the iris feature of the user that mobile terminal is sent, and based on
The iris feature of described user determines the ID of correspondence and is sent to mobile terminal；
Pushed information determines module 702, and the history for receiving the user that mobile terminal is sent surfs the web letter
Breath, and the preservation that the information that the history of user surfed the web is corresponding with ID, based on described user go through
The history information that surfs the web returns pushed information to corresponding user.
Eighth embodiment of the invention, corresponding with the 4th embodiment, the present embodiment introduces a kind of information recommendation dress
Putting, be arranged at server side, device described in the present embodiment and the 7th embodiment are roughly the same, and difference is,
As shown in Figure 8, the described device of the present embodiment, also include consisting of part:
Historical information updates respond module 703, and surfing the web period user, at arbitrary net that user browses
Standing down, the history of user that a length of cycle sends when receiving mobile terminal to set surfs the web information
Time, update the history of user corresponding to relative users mark that server preserves and surf the web information.
Concrete, the duration of setting can be half an hour, with setting time a length of cycle server is preserved
The history information of surfing the web of user is updated being the interest institute capturing user in order to more accurately and timely
, in order to follow-up preferably provide the user pushed information.
Ninth embodiment of the invention, the present embodiment is on the basis of the 5th～the 8th embodiment, proposes one and moves
Dynamic terminal, comprises the information recommending apparatus in the five, the six embodiments；Reintroduce a kind of server, comprise the
Seven, the information recommending apparatus in eight embodiments.The mobile terminal of the present embodiment and server all can be worked as
Understand as entity apparatus.
Tenth embodiment of the invention, the present embodiment is on the basis of above-described embodiment, with mobile phone and cloud service
Device cooperates as a example by realizing user profile recommendation accurately, introduces the application example of a present invention.
The user profile recommended flowsheet in mobile phone side of the present embodiment is as follows:
Step 1, reads the feature of client iris, then passes to cloud server end to obtain this ID；
Step 2, record product that on this website, user is browsed, user the different product page browse duration,
And the evaluation information to product.
Step 3, sends the information of above-mentioned record to Cloud Server, analyzes the product of user for Cloud Server
Point of interest；
Step 4, receives the Products Show information sent after Cloud Server screens by analysis, then pushes away at product
Recommend in the page and be shown；
Step 5 is when the time that user accesses this website exceedes appointed interval (such as half an hour), half little by this
The browsed product of user time in, user's browsing duration and product commented at the different product page
Valency information sends to Cloud Server, in order to update Cloud Server for analyzing the data of the product point of interest of user.
The user profile recommended flowsheet in Cloud Server side of the present embodiment is as follows:
Step 1, receives the feature of the iris that mobile phone terminal is sent, and feature based on this iris determines ID also
It is sent to mobile phone；
Step 2, receives the browsed product of the user for some websites that sends of mobile phone terminal, user in difference
The product page browse duration and the evaluation information to product, based on the information received at all over products
Data base filters out the product that user is interested, corresponding product information is pushed to user.
Step 3, the browsed product of user that cloud server is newly fed back to this ID, user be not
With the product page browse duration and the evaluation information to product after, update user's product interested.
Due to iris with individual binding, so use iris identification user consumption habit, and the program without
The loaded down with trivial details flow processs such as login need to be registered, support that anonymity uses feedback, thus protect privacy of user；It addition, rainbow
The uniqueness of film facilitates user's switching in different mobile devices, can adaptive user use habit for a long time,
Thus provide Products Show more accurately.Concrete application has: shopping online is recommended automatically, tourist lodging pushes away
Recommend and Self-service meal-ordering recommendation etc..
By the explanation of detailed description of the invention, it should can be to the present invention by reaching the technology that predetermined purpose is taked
Means and effect are able to more deeply and concrete understanding, but appended diagram is only to provide reference and explanation
With, not it is used for the present invention is any limitation as.
Claims (12)
1. an information recommendation method, it is characterised in that the flow process performed at mobile terminal side includes:
The iris feature gathering user is sent to server, to obtain corresponding ID from server；
Collect the history of user respectively according to different ID to surf the web information be sent to server,
Surf the web information for the history of user corresponding to server storage different user mark, and based on described use
The history at the family information that surfs the web returns pushed information to corresponding user；
Receive the pushed information of server.
Information recommendation method the most according to claim 1, it is characterised in that the iris gathering user is special
Levy and give server, including:
Utilize the iris image of photographic head shooting user；
The iris feature of iris image acquisition user based on user.
Information recommendation method the most according to claim 1, it is characterised in that described user is in history
Net browses information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking.
Information recommendation method the most according to claim 1, it is characterised in that described at mobile terminal side
The flow process performed, also includes:
User surfing the web period, under arbitrary website that user browses, with set time a length of cycle,
In the nearest cycle that will collect, the history information of surfing the web of user is sent to server, is used for updating
The history of the user that relative users mark that server preserves is corresponding surfs the web information.
5. according to the information recommendation method according to any one of Claims 1 to 4, it is characterised in that described with
Pushed information is returned to corresponding user for server history based on the described user information that surfs the web, including:
Surf the web information for the history of user corresponding to server storage different user mark, and based on institute
State the history of the user information that surfs the web to return to the mobile terminal that corresponding ID is just logging in and push letter
Breath.
6. an information recommendation method, it is characterised in that the flow process performed in server side includes:
Receive the iris feature of user that mobile terminal is sent, and iris feature based on described user determine right
The ID answered also is sent to mobile terminal；
Receive the history of user that mobile terminal sends to surf the web information, and the history of user is surfed the web
The preservation that information is corresponding with ID, history based on described user surfs the web information to corresponding user
Return pushed information.
Information recommendation method the most according to claim 6, it is characterised in that described user is in history
Net browses information, including:
Under arbitrary website that user browses, product that user checked, difference time user checks each product
Duration and user's product evaluation information to checking；
Described history based on the described user information that surfs the web returns pushed information to corresponding user, including:
Under arbitrary website that user browses, the product checked based on user product data from server
Storehouse filters out the product that user may be interested；
According to user check different durations during each product and the user product evaluation information to checking from
The product that described user may be interested filters out the product set that user is most interested in, pushes institute to user
State the relevant information of the product set that user is most interested in.
8. according to the information recommendation method described in claim 6 or 7, it is characterised in that hold in server side
The flow process of row, also includes:
User surfing the web period, under arbitrary website that user browses, when receive mobile terminal with
The time history of user sent of a length of cycle set surf the web information time, update that server preserves is corresponding
The history of the user that ID is corresponding surfs the web information.
9. an information recommending apparatus, it is characterised in that be arranged at mobile terminal side, described device includes:
Iris feature acquisition module, is sent to server, with from server for gathering the iris feature of user
Obtain corresponding ID；
Browse information collection module, clear for collecting the history online of user respectively according to different ID
Look at information be sent to server, for the history online of user corresponding to server storage different user mark
Browse information, and history based on the described user information that surfs the web returns pushed information to corresponding user；
Pushed information receiver module, for receiving the pushed information of server.
10. an information recommending apparatus, it is characterised in that be arranged at server side, described device includes:
ID determines module, for receiving the iris feature of the user that mobile terminal is sent, and based on institute
The iris feature stating user determines the ID of correspondence and is sent to mobile terminal；
Pushed information determines module, and the history for receiving the user that mobile terminal is sent surfs the web information,
And the preservation that the information that the history of user surfed the web is corresponding with ID, based on described user in history
Net browses information and returns pushed information to corresponding user.
11. 1 kinds of mobile terminals, it is characterised in that include the information recommending apparatus described in claim 9.
12. 1 kinds of servers, it is characterised in that include the information recommending apparatus described in claim 10.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510362233.0A CN106326257A (en) | 2015-06-26 | 2015-06-26 | Information recommendation method and device, and related equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510362233.0A CN106326257A (en) | 2015-06-26 | 2015-06-26 | Information recommendation method and device, and related equipment |
Publications (1)
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| CN106326257A true CN106326257A (en) | 2017-01-11 |
Family
ID=57721790
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| CN201510362233.0A Pending CN106326257A (en) | 2015-06-26 | 2015-06-26 | Information recommendation method and device, and related equipment |
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| CN108196671A (en) * | 2017-12-26 | 2018-06-22 | 深圳市亿道数码技术有限公司 | Method for displaying image and virtual reality device in virtual reality device |
| CN108334377A (en) * | 2017-01-20 | 2018-07-27 | 深圳纬目信息技术有限公司 | A kind of wear shows that the user of equipment uses progress monitoring method |
| CN108337272A (en) * | 2017-01-19 | 2018-07-27 | 杭州老板电器股份有限公司 | Menu recommends method, server and terminal |
| CN108573390A (en) * | 2017-03-08 | 2018-09-25 | 北京跃盟科技有限公司 | Content method for dynamically processing and system |
| CN109388741A (en) * | 2017-08-07 | 2019-02-26 | 上海诺亚投资管理有限公司 | A kind of method for pushing and device of Financial Information |
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| CN111062734B (en) * | 2018-10-16 | 2023-08-25 | 北京字节跳动网络技术有限公司 | Method and device for reordering delivery information, electronic equipment and readable medium |
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