CN105868390A - Method and device for recommending personalized information - Google Patents
Method and device for recommending personalized information Download PDFInfo
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- CN105868390A CN105868390A CN201610236416.2A CN201610236416A CN105868390A CN 105868390 A CN105868390 A CN 105868390A CN 201610236416 A CN201610236416 A CN 201610236416A CN 105868390 A CN105868390 A CN 105868390A
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- 238000000034 method Methods 0.000 title claims abstract description 24
- 238000012544 monitoring process Methods 0.000 claims description 11
- 230000001419 dependent effect Effects 0.000 claims description 5
- 230000002123 temporal effect Effects 0.000 claims description 2
- 230000000712 assembly Effects 0.000 abstract 2
- 238000000429 assembly Methods 0.000 abstract 2
- 235000014102 seafood Nutrition 0.000 description 5
- 206010034719 Personality change Diseases 0.000 description 3
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- 241000283690 Bos taurus Species 0.000 description 2
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- 238000005859 coupling reaction Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 230000003542 behavioural effect Effects 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
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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
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
An embodiment of the invention provides a method and a device for recommending personalized information. The method includes acquiring user personalized search term assemblies of application; searching for information according to the user personalized search term assemblies of the application and determining the personalized information in the application; recommending the personalized information in the application. The personalized information in the application is matched with current position information and/or current time information of user equipment. The method and the device have the advantages that users can quickly and accurately acquire interested information, accordingly, the information acquisition efficiency can be improved, the method and the device conform to requirements of the users on the personalized information, and the search experience degrees can be greatly upgraded for the users.
Description
Technical field
The present embodiments relate to field of computer technology, particularly relate to a kind of recommendation method for personalized information
And device.
Background technology
At present, search engine, can be according to this key word in resource after the key word getting user's input
Storehouse scans for obtain some Search Results, be then based on basis relevance algorithms to these search knots
Fruit shows user after being ranked up.But, when different users inputs identical key word when,
Very possible along with the difference of user, the same meaning representated by key word is also different.Citing
For, when the fan of a heroic alliance game inputs " S4 " with the fan of a smart mobile phone
The when of this query word, the extremely possible result that the former wants is " hero alliance LOL_2014 occupation connection
Match _ S4 racing season whole world finals ", and the result that the latter wants is " the smart mobile phone Galaxy S4 of Samsung ";
" operation " this query word is under the linguistic context of different users, and the meaning is probably students' work, it is also possible to
It it is engineer operation;" model " this word, the linguistic context that user is algorithm engineering teacher and be one toy hobby
The meaning under the linguistic context of person is also the most different.
Therefore, the customized information needed for how providing user according to different users becomes one urgently
The problem needing to solve.
Summary of the invention
The embodiment of the present invention provides a kind of personalized search page setup method and device, can be according to difference
User provides the customized information needed for user, and user experience is higher.
The embodiment of the present invention provides a kind of recommendation method for personalized information, including:
The user individual search word obtaining each application collects, and described user individual search word collects middle bag
Include one or more and user-dependent personalized search vocabulary;
User individual search word according to described each application collects and carries out information search, determines and described respectively should
The customized information mated with current location information and/or the current time information of described subscriber equipment in;
Customized information in described each application is recommended.
Alternatively, the user individual search word of each application of described acquisition collects and includes:
Obtaining user's historical search behavior in each application, the historical search behavior according to described each application is true
Fixed corresponding user individual search word collects;Or
Receive the personalized search vocabulary that user inputs in each application, determine that the user individual of correspondence is searched
Rope word finder.
Alternatively, collect according to the user individual search word of described each application and carry out information search and include:
The user individual search word of described each application is collected and is sent to search engine, so that described search
Engine collects according to the user individual search word of described each application described each application is carried out information monitoring.
Alternatively, the customized information in described each application is carried out recommendation to include:
Described each application exists and the current location information of described subscriber equipment and/or current when monitoring
During the customized information that temporal information is mated, the customized information in described each application is respectively displayed on and searches
In application plate corresponding in the rope page.
Alternatively, described method also includes:
Information personalized actions menu, described information it is provided with in each application plate of described searched page
Individual operation menu include delete, add and/sequence button is set.
Alternatively, described method also includes:
Detect that user is to the individual operation menu of one of them application plate in described searched page
The trigger action of button is set, operation is set accordingly according to the button that arranges of described triggering;
If the button that arranges of described triggering is delete button, then in described searched page, delete corresponding answering
With plate, the most do not recommend the customized information in described application;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
The embodiment of the present invention also provides for a kind of recommendation of personalized information device, including:
Acquisition module, collects for obtaining the user individual search word of each application, described user individual
Search word collects and includes one or more and user-dependent personalized search vocabulary;
Determine module, carry out information search for collecting according to the user individual search word of described each application,
Determine in described each application that current location information and/or current time information with described subscriber equipment mate
Customized information;
Recommending module, for recommending the customized information in described each application.
Alternatively, described acquisition module specifically for:
Obtaining user's historical search behavior in each application, the historical search behavior according to described each application is true
Fixed corresponding user individual search word collects;Or
Receive the personalized search vocabulary that user inputs in each application, determine that the user individual of correspondence is searched
Rope word finder.
Alternatively, described device also includes:
Search module, is sent to search engine for being collected by the user individual search word of described each application,
So that described search engine according to the user individual search word of described each application collect to described each apply into
Row information monitoring.
Alternatively, described recommending module specifically for:
When monitoring, described each application exists the current location information with described subscriber equipment and current time
During the customized information of information matches, the customized information in described each application is respectively displayed on search page
In application plate corresponding in face.
Alternatively, described device also includes:
Module is set, for being provided with information personalized operation in each application plate of described searched page
Menu, described information personalized actions menu include delete, add and/sequence button is set.
Alternatively, described arrange module specifically for:
Detect that user is to the individual operation menu of one of them application plate in described searched page
The trigger action of button is set, operation is set accordingly according to the button that arranges of described triggering;
If the button that arranges of described triggering is delete button, then in described searched page, delete corresponding answering
With plate, the most do not recommend the customized information in described application;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
The embodiment of the present invention is collected by obtaining the user individual search word of each application, described user personality
Change search word and collect the personalized search vocabulary including that one or more user pays close attention to;According to institute
State the user individual search word of each application to collect and carry out information search, determine in described each application with described
The current location information of subscriber equipment and the customized information of current time information coupling;To described each application
In customized information recommend.Make user can obtain oneself information interested rapidly and accurately,
Improve the efficiency of acquisition of information, meet the individual information needs of user, be greatly improved user and search for body
Degree of testing.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to reality
Execute the required accompanying drawing used in example or description of the prior art to be briefly described, it should be apparent that under,
Accompanying drawing during face describes is some embodiments of the present invention, for those of ordinary skill in the art,
On the premise of not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the schematic flow sheet of a kind of recommendation method for personalized information that the embodiment of the present invention provides;
Fig. 2 is the structural representation of a kind of recommendation of personalized information device that the embodiment of the present invention provides.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with this
Accompanying drawing in bright embodiment, is clearly and completely described the technical scheme in the embodiment of the present invention,
Obviously, described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on
Embodiment in the present invention, those of ordinary skill in the art are obtained under not making creative work premise
The every other embodiment obtained, broadly falls into the scope of protection of the invention.
Fig. 1 is the schematic flow sheet of a kind of recommendation method for personalized information that the embodiment of the present invention provides.The party
Method can be performed by personalized search device, and described device can be realized by software, can be implemented as searching
The part that index is held up is built on the terminal unit with function of search.Wherein, terminal unit is permissible
It is smart mobile phone, panel computer, notebook computer, desktop computer, personal digital assistant etc..See Fig. 1,
The recommendation method for personalized information that the present embodiment provides specifically includes and operates as follows:
101, the user individual search word obtaining each application collects;
In a kind of optional embodiment, include when step 101 implements: subscriber equipment can obtain
User's historical search behavior in each application, determines the use of correspondence according to the historical search behavior of each application
Family personalized search word finder;Wherein, described user individual search word collects and includes one or one
The personalized search vocabulary that above user pays close attention to;In order to recommend to more conform to personalized need for user
The information wanted, can record the historical search behavior of each application respectively, and such as, user A has at 10
From Bei Tucheng by chauffeur application chauffeur to the behavioural habits in the Hai Dianhuang village, then can by 10 points, Bei Tucheng,
The Hai Dianhuang village is as the personalized search vocabulary of the lower user A of chauffeur application;User B has and searches in Video Applications
Rope TV play " spending thousand bones ", " ancient strange Tan of sword ", the search behavior of " The Legend of Sword and Fairy " are the most permissible
Using swordsman, magical, TV play as the personalized search vocabulary of user B under Video Applications.
In a kind of optional embodiment, include when step 101 implements: subscriber equipment can receive
User inputs personalized search vocabulary in each application, determines that the user individual search word of correspondence collects.
Such as, user A can by personal information arrange middle input user pay close attention to information " swordsman, magical,
TV play ".
It should be noted that in the present invention, user individual search vocabulary is not limited to the example above explanation, also
The life kind vocabulary such as finance and economic vocabulary, weather forecast such as resources-type vocabulary, stock such as audio frequency and video can be included
And the vocabulary of other various information types.
102, collect according to the user individual search word of described each application and carry out information search, determine described
The personalization mated with current location information and/or the current time information of described subscriber equipment in each application
Information;
In the optional embodiment of one, include when step 102 implements: by described each application
User individual search word collect and be sent to search engine so that described search engine according to described respectively
Whether the user individual search word of application collects each application is carried out information monitoring, monitor in each application
There is the customized information mated with current location information and the current time information of described subscriber equipment.
Such as, obtaining subscriber equipment current location is north Tu Cheng, and current time is about 10 points, uses
Positional information and user profile are sent to the background server of chauffeur application, background server by family equipment
According to user 10 regular from Bei Tucheng chauffeur to the record of this event of the Hai Dianhuang village, Xiang Yong
Family equipment returns the dial-a-cab in this time period, and provides traffic information simultaneously.
The most such as, obtaining subscriber equipment current location is family, and current time is about 20 points, uses
Positional information and user profile are sent to the background server of Video Applications, background server by family equipment
According to user at 20 regular records playing magical swordsman's TV play, return to subscriber equipment
In the video playback information of this time period, such as " spending thousand bones " end tonight, it is also possible to provide and go
Play the video link of " spending thousand bones ".
103, the customized information in described each application is recommended.
In the optional embodiment of one, include when step 103 implements: when monitor described respectively
The personalized letter that in application, existence is mated with the current location information of described subscriber equipment and current time information
During breath, the customized information in described each application is respectively displayed in searched page the application plate of correspondence
In.
In the optional embodiment of one, in each application plate of described searched page, it is provided with information
Individual operation menu, described information personalized actions menu includes deleting, adding and the setting of/sequence
Button.
In the optional embodiment of one, when detecting that user is to one of them in described searched page
The trigger action arranging button of the individual operation menu of application plate, presses according to the setting of described triggering
Key arranges operation accordingly;Specifically arrange operation to include:
If the button that arranges of described triggering is delete button, then in described searched page, delete correspondence
Application plate, the most do not recommend the customized information in described application;As user applies for chauffeur
Recommendation information is lost interest in, and can select " to delete arranging of this chauffeur application plate in menu
Remove ", remove the information recommendation of this chauffeur application plate, chauffeur application plate will not be received later again
The relevant information recommended;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;If user needs chauffeur application plate again
The recommendation information of block, still " can add " button interpolation chauffeur by the menu setecting that arranges of searched page
The recommendation information of application plate;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
Conventionally, as user can not carry out Autonomous Control, user's body to the content of Search Results
Test relatively poor;And the embodiment of the present invention by above-mentioned information personalized actions menu can realize user can
The individualized intelligent search experience of manipulation, both can meet user's demand for the content of intelligent recommendation,
Can also support that user removes uninterested content voluntarily, substantially increase user experience.
The technical scheme of the embodiment of the present invention is illustrated having particular application as example below:
Such as, user's historical search behavior in masses comment on application is obtained, such as user often masses
Comment application is searched for the dining room information of seafood it is known that this user dish interested is seafood, permissible
Seafood is determined the personalized search vocabulary of this user in masses comment on application, when user goes on business to Ningbo
When, according to current location information (Ningbo), and current time is about at about 11 (when having dinner
Between), can be by search engine search Ningbo area all seafoods restaurant information, by good cost performance
Seafood restaurant information by comment application plate popular in searched page is recommended.
The most such as, obtain user's historical search behavior in travel application, such as user once by way cattle
The travel package of the predetermined theme park of travelling application, can be by theme it is known that this user likes theme park
Park is defined as this user individual search vocabulary in the cattle travelling application of way, when user goes on business to Shanghai
Waiting, according to current location information (positional information in a certain hotel, Shanghai), and current time is about week
About 9 (being suitable for the time travelled away from home) in end, can search hotel to Shanghai by search engine
The guidance information of Disneyworld is recommended.
The embodiment of the present invention is collected by obtaining the user individual search word of each application, described user personality
Change search word and collect the personalized search vocabulary including that one or more user pays close attention to;According to institute
State the user individual search word of each application to collect and carry out information search, determine in described each application with described
The current location information of subscriber equipment and the customized information of current time information coupling;To described each application
In customized information recommend.Make user can obtain oneself information interested rapidly and accurately,
Improve the efficiency of acquisition of information, meet the individual information needs of user;
Further, the embodiment of the present invention by above-mentioned information personalized actions menu can realize user can
The individualized intelligent search experience of manipulation, both can meet user's demand for the content of intelligent recommendation,
Can also support that user removes uninterested content voluntarily, be greatly improved user's search experience degree.
Fig. 2 is the structural representation of a kind of recommendation of personalized information device that the embodiment of the present invention provides, as
Shown in Fig. 2, including:
Acquisition module 21, collects for obtaining the user individual search word of each application, described user personality
Change search word collects and includes one or more and user-dependent personalized search vocabulary;
Determine module 22, search for collecting, according to the user individual search word of described each application, the information of carrying out
Rope, determines current location information and/or current time information with described subscriber equipment in described each application
The customized information joined;
Recommending module 23, for recommending the customized information in described each application.
Alternatively, described acquisition module 21 specifically for:
Obtaining user's historical search behavior in each application, it is right to determine according to the historical search behavior of each application
The user individual search word answered collects;Or
Receive the personalized search vocabulary that user inputs in each application, determine that the user individual of correspondence is searched
Rope word finder.
Alternatively, described device also includes:
Search module 24, is sent to search draws for being collected by the user individual search word of described each application
Hold up, respectively should to described so that described search engine collects according to the user individual search word of described each application
With carrying out information monitoring.
Alternatively, described recommending module 23 specifically for:
When monitoring, described each application exists the current location information with described subscriber equipment and current time
During the customized information of information matches, the customized information in described each application is respectively displayed on search page
In application plate corresponding in face.
Alternatively, described device also includes:
Module 25 is set, for being provided with information personalized behaviour in each application plate of described searched page
Make menu, described information personalized actions menu include delete, add and/sequence button is set.
Alternatively, described arrange module 25 specifically for:
Detect that user is to the individual operation menu of one of them application plate in described searched page
The trigger action of button is set, operation is set accordingly according to the button that arranges of described triggering;
If the button that arranges of described triggering is delete button, then in described searched page, delete corresponding answering
With plate, the most do not recommend the customized information in described application;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
The recommendation of personalized information device of the embodiment of the present invention, searches by obtaining the user individual of each application
Rope word finder, described user individual search word collects and includes what one or more user paid close attention to
Personalized search vocabulary;User individual search word according to described each application collects and carries out information search,
Determine in described each application individual with what the current location information of described subscriber equipment and current time information mated
Property information;Customized information in described each application is recommended.Make the user can be quick and precisely
Ground obtains oneself information interested, improves the efficiency of acquisition of information, meets the customized information of user
Demand, is greatly improved user's search experience degree.
Device embodiment described above is only schematically, wherein said illustrates as separating component
Unit can be or may not be physically separate, the parts shown as unit can be or
Person may not be physical location, i.e. may be located at a place, or can also be distributed to multiple network
On unit.Some or all of module therein can be selected according to the actual needs to realize the present embodiment
The purpose of scheme.Those of ordinary skill in the art are not in the case of paying performing creative labour, the most permissible
Understand and implement.
Through the above description of the embodiments, those skilled in the art is it can be understood that arrive each reality
The mode of executing can add the mode of required general hardware platform by software and realize, naturally it is also possible to by firmly
Part.Based on such understanding, the portion that prior art is contributed by technique scheme the most in other words
Dividing and can embody with the form of software product, this computer software product can be stored in computer can
Read in storage medium, such as ROM/RAM, magnetic disc, CD etc., including some instructions with so that a meter
Calculate machine equipment (can be personal computer, server, or the network equipment etc.) and perform each embodiment
Or the method described in some part of embodiment.
Last it is noted that above example is only in order to illustrate technical scheme, rather than to it
Limit;Although the present invention being described in detail with reference to previous embodiment, the ordinary skill of this area
Personnel it is understood that the technical scheme described in foregoing embodiments still can be modified by it, or
Person carries out equivalent to wherein portion of techniques feature;And these amendments or replacement, do not make corresponding skill
The essence of art scheme departs from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (12)
1. a recommendation method for personalized information, it is characterised in that including:
The user individual search word obtaining each application collects, and described user individual search word collects middle bag
Include one or more and user-dependent personalized search vocabulary;
User individual search word according to described each application collects and carries out information search, determines and described respectively should
The customized information mated with current location information and/or the current time information of described subscriber equipment in;
Customized information in described each application is recommended.
Method the most according to claim 1, it is characterised in that the user of each application of described acquisition
Property search word collects and includes:
Obtaining user's historical search behavior in each application, the historical search behavior according to described each application is true
Fixed corresponding user individual search word collects;Or
Receive the personalized search vocabulary that user inputs in each application, determine that the user individual of correspondence is searched
Rope word finder.
Method the most according to claim 1, it is characterised in that according to the user of described each application
Property search word collects and carries out information search and include:
The user individual search word of described each application is collected and is sent to search engine, so that described search
Engine collects according to the user individual search word of described each application described each application is carried out information monitoring.
Method the most according to claim 3, it is characterised in that to the personalization in described each application
Information carries out recommendation and includes:
Described each application exists and the current location information of described subscriber equipment and/or current when monitoring
During the customized information that temporal information is mated, the customized information in described each application is respectively displayed on and searches
In application plate corresponding in the rope page.
5. according to the method according to any one of claim 1-4, it is characterised in that also include:
Information personalized actions menu, described information it is provided with in each application plate of described searched page
Individual operation menu include delete, add and/sequence button is set.
Method the most according to claim 5, it is characterised in that also include:
Detect that user is to the individual operation menu of one of them application plate in described searched page
The trigger action of button is set, operation is set accordingly according to the button that arranges of described triggering;
If the button that arranges of described triggering is delete button, then in described searched page, delete corresponding answering
With plate, the most do not recommend the customized information in described application;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
7. a recommendation of personalized information device, it is characterised in that including:
Acquisition module, collects for obtaining the user individual search word of each application, described user individual
Search word collects and includes one or more and user-dependent personalized search vocabulary;
Determine module, carry out information search for collecting according to the user individual search word of described each application,
Determine in described each application that current location information and/or current time information with described subscriber equipment mate
Customized information;
Recommending module, for recommending the customized information in described each application.
Device the most according to claim 7, it is characterised in that described acquisition module specifically for:
Obtaining user's historical search behavior in each application, the historical search behavior according to described each application is true
Fixed corresponding user individual search word collects;Or
Receive the personalized search vocabulary that user inputs in each application, determine that the user individual of correspondence is searched
Rope word finder.
Device the most according to claim 7, it is characterised in that also include:
Search module, is sent to search engine for being collected by the user individual search word of described each application,
So that described search engine according to the user individual search word of described each application collect to described each apply into
Row information monitoring.
Device the most according to claim 9, it is characterised in that described recommending module specifically for:
When monitoring, described each application exists the current location information with described subscriber equipment and current time
During the customized information of information matches, the customized information in described each application is respectively displayed on search page
In application plate corresponding in face.
11. according to the device according to any one of claim 7-10, it is characterised in that also include:
Module is set, for being provided with information personalized operation in each application plate of described searched page
Menu, described information personalized actions menu include delete, add and/sequence button is set.
12. devices according to claim 11, it is characterised in that described arrange module specifically for:
Detect that user is to the individual operation menu of one of them application plate in described searched page
The trigger action of button is set, operation is set accordingly according to the button that arranges of described triggering;
If the button that arranges of described triggering is delete button, then in described searched page, delete corresponding answering
With plate, the most do not recommend the customized information in described application;
If the button that arranges of described triggering is to add button, then in described searched page, increase corresponding answering
With plate, i.e. recommend the customized information in described application;
If the button that arranges of described triggering is sequence button, then to application plate in described searched page
Put in order and be adjusted.
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Application Number | Priority Date | Filing Date | Title |
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CN201610236416.2A CN105868390A (en) | 2016-04-15 | 2016-04-15 | Method and device for recommending personalized information |
PCT/CN2016/101086 WO2017177630A1 (en) | 2016-04-15 | 2016-09-30 | Method and device for recommending personalized information |
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Application Number | Priority Date | Filing Date | Title |
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CN201610236416.2A CN105868390A (en) | 2016-04-15 | 2016-04-15 | Method and device for recommending personalized information |
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CN201610236416.2A Pending CN105868390A (en) | 2016-04-15 | 2016-04-15 | Method and device for recommending personalized information |
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WO2017177630A1 (en) * | 2016-04-15 | 2017-10-19 | 乐视控股(北京)有限公司 | Method and device for recommending personalized information |
CN108280183A (en) * | 2018-01-23 | 2018-07-13 | 余绍志 | A kind of information transmission system based on big data matching and GPS positioning |
CN108536511A (en) * | 2018-04-16 | 2018-09-14 | 北京小米移动软件有限公司 | Message display method, device, computer equipment and readable storage medium storing program for executing |
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