CN110020103A - Personalized article method for pushing and system, computer storage medium - Google Patents
Personalized article method for pushing and system, computer storage medium Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 38
- 238000003860 storage Methods 0.000 title claims abstract description 16
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- 210000004369 blood Anatomy 0.000 claims description 6
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- 230000004060 metabolic process Effects 0.000 claims description 4
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 claims description 3
- 239000008103 glucose Substances 0.000 claims description 3
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- 239000011159 matrix material Substances 0.000 description 4
- 230000003020 moisturizing effect Effects 0.000 description 4
- 235000016709 nutrition Nutrition 0.000 description 4
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- 235000005911 diet Nutrition 0.000 description 3
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- 238000010586 diagram Methods 0.000 description 2
- 230000037213 diet Effects 0.000 description 2
- 235000013305 food Nutrition 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 235000021395 porridge Nutrition 0.000 description 2
- 238000012795 verification Methods 0.000 description 2
- 238000005303 weighing Methods 0.000 description 2
- 230000037221 weight management Effects 0.000 description 2
- 206010034719 Personality change Diseases 0.000 description 1
- 244000269722 Thea sinensis Species 0.000 description 1
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- 238000012937 correction Methods 0.000 description 1
- 238000005520 cutting process Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000378 dietary effect Effects 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
- 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
The present invention provides a kind of personalized article method for pushing and system, computer storage medium, wherein method includes: to be integrated to choose Personalized Ways in library from Personalized Ways according to characteristic parameter；According to the Personalized Ways acquisition characteristics data of selection；Control instruction is generated according to the characteristic and storing data；It is that user pushes special article using control instruction control personalized push terminal.The present invention can push true article for user, push with strong points, user experience height.
Description
Technical field
The present invention relates to computer internet technical fields, more particularly to personalized item recommendation method, specifically
It is a kind of personalized article method for pushing and system, computer storage medium.
Background technique
With the continuous promotion of quality of life and living standard and continuous development, the artificial intelligence of computer networking technology
The extensive use of energy (AI), requirement of the people to quality of the life are also higher and higher.For example, smart phone has become most people
Life essential product, Internet of Things is gradually included by smart phone, intelligent automobile, domestic circuit, therefore, intelligent appliance
It quietly comes among people's lives, facilitates daily life, improve people's lives quality.
In daily life, especially in nutrition and health field, people are than more paying attention in the past and being ready that investment is more
Cost to promote personal health and nutrition level.Having had already appeared in the prior art some can be converted into energy for food
Intake, and the technology for needing the nutrition taken in for statistical analysis the nutritional ingredient of food and human body are measured, can be the spy
Fixed people provides a degree of dietary management or food is recommended.But such primary management tool is merely capable of mechanically
Energy intaking amount is calculated, and carries out mechanical suggestion to the specific people referring to national standard, it is clear that is not able to satisfy present people couple
Intelligentized demand, many times people turn a blind eye to this recommendation or suggestion, are unable to reach due purpose at all.
Therefore, those skilled in the art need a kind of personalized article driving means, meet people to intelligence life
Demand really realizes the purpose of article push.
Summary of the invention
In view of this, the technical problem to be solved in the present invention is that provide a kind of personalized article method for pushing and system,
Computer storage medium solves the problems, such as to cannot achieve actual products push in the prior art.
In order to solve the above-mentioned technical problem, a specific embodiment of the invention provides a kind of personalized article method for pushing,
It include: to be integrated to choose Personalized Ways in library from Personalized Ways according to characteristic parameter；According to the Personalized Ways of selection
Acquisition characteristics data；Control instruction is generated according to the characteristic and storing data；Individual character is controlled using the control instruction
Changing push terminal is that user pushes special article.
A specific embodiment of the invention also provides a kind of personalized article supplying system, comprising: solution integration device is used
Personalized Ways are chosen in library in integrating according to characteristic parameter from Personalized Ways；Data acquisition device, for according to selection
The Personalized Ways acquisition characteristics data；Logical calculation device, for generating control according to the characteristic and storing data
System instruction；Personalized push terminal, for being that user pushes special article using the control instruction.
A specific embodiment of the invention also provides a kind of computer storage medium comprising computer executed instructions, described
When computer executed instructions are handled by data processing equipment, the data processing equipment executes following steps: being joined according to feature
Number is integrated from Personalized Ways chooses Personalized Ways in library；According to the Personalized Ways acquisition characteristics data of selection；Root
Control instruction is generated according to the characteristic and storing data；It is user using control instruction control personalized push terminal
Push special article.
Above-mentioned specific embodiment according to the present invention is it is found that personalized article method for pushing and system, computer storage
Medium at least has the advantages that Personalized Ways integrating device chooses Personalized Ways according to characteristic parameter, thus number
Data acquisition is targetedly carried out according to acquisition device, logic recommendation apparatus generates control command, individual character using the data of acquisition
It is that user distributes article that compound product, which push terminal and are based on control command,.True article can be pushed for user, push specific aim
By force, user experience is high, meets the intelligent demand of user.
It is to be understood that above-mentioned general description and following specific embodiments are merely illustrative and illustrative, not
The range of the invention to be advocated can be limited.
Detailed description of the invention
Following appended attached drawing is part of specification of the invention, depicts example embodiments of the present invention, institute
Attached drawing is used to illustrate the principle of the present invention together with the description of specification.
Fig. 1 is a kind of process of the embodiment one for personalized article method for pushing that the specific embodiment of the invention provides
Figure.
Fig. 2 is a kind of process of the embodiment two for personalized article method for pushing that the specific embodiment of the invention provides
Figure.
Fig. 3 is a kind of process of the embodiment three for personalized article method for pushing that the specific embodiment of the invention provides
Figure.
Fig. 4 is that a kind of structure of the embodiment one for personalized article supplying system that the specific embodiment of the invention provides is shown
It is intended to.
Fig. 5 is that a kind of structure of the embodiment two for personalized article supplying system that the specific embodiment of the invention provides is shown
It is intended to.
Fig. 6 is a kind of application schematic diagram for personalized article supplying system that the specific embodiment of the invention provides.
Specific embodiment
Understand in order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below will with attached drawing and in detail
Narration clearly illustrates the spirit of disclosed content, and any skilled artisan is understanding the content of present invention
After embodiment, when the technology that can be taught by the content of present invention, it is changed and modifies, without departing from the essence of the content of present invention
Mind and range.
The illustrative embodiments of the present invention and their descriptions are used to explain the present invention, but not as a limitation of the invention.
In addition, in the drawings and embodiments the use of element/component of same or like label is for representing same or like portion
Point.
About " first " used herein, " second " ... etc., not especially censure the meaning of order or cis-position,
It is non-to limit the present invention, only for distinguish with same technique term description element or operation.
About direction term used herein, such as: upper and lower, left and right, front or rear etc. are only the sides with reference to attached drawing
To.Therefore, the direction term used is intended to be illustrative and not intended to limit this creation.
It is open term, i.e., about "comprising" used herein, " comprising ", " having ", " containing " etc.
Mean including but not limited to.
About it is used herein " and/or ", including any of the things or all combination.
It include " two " and " two or more " about " multiple " herein；It include " two groups " about " multiple groups " herein
And " more than two ".
About term used herein " substantially ", " about " etc., to modify it is any can be with the quantity or mistake of microvariations
Difference, but this slight variations or error can't change its essence.In general, microvariations that such term is modified or error
Range in some embodiments can be 20%, in some embodiments can be 10%, can be in some embodiments 5% or its
His numerical value.It will be understood by those skilled in the art that the aforementioned numerical value referred to can be adjusted according to actual demand, it is not limited thereto.
It is certain to describe the word of the application by lower or discuss in the other places of this specification, to provide art technology
Personnel's guidance additional in relation to the description of the present application.
Fig. 1 is a kind of process of the embodiment one for personalized article method for pushing that the specific embodiment of the invention provides
Figure, chooses Personalized Ways as shown in Figure 1, integrating from Personalized Ways in library, and acquires spy using the Personalized Ways chosen
Data are levied, finally controlling personalized terminal using characteristic and storing data is that user pushes special article.
In the specific embodiment shown in the drawings, personalized article method for pushing includes:
Step 101: being integrated according to characteristic parameter from Personalized Ways and choose Personalized Ways in library.Specific reality of the invention
It applies in example, characteristic parameter includes time and/or position.Personalized Ways include diet program, beauty scheme, dietotherapy scheme, tea
Merely scheme, weight management program and health management scheme.For example, 6:00 AM is to 8 points, user chooses beauty in toilet automatically
Scheme；6 points to 8 points at night, user chooses diet program in dining room automatically；In 1 point to 4 points of afternoon, user is in parlor, automatic choosing
Tea is taken to chat scheme.
Step 102: according to the Personalized Ways acquisition characteristics data of selection.It is special in specific embodiments of the present invention
Sign data include height, weight, blood pressure, blood glucose, blood lipid, fat spectrum, urine metabolism spectrum, plasma metabolism spectrum, enteric microorganism spectrum,
At least one of complexion, time, weather, position, characteristic is by imaging sensor, heart rate sensor, temperature sensor, wet
Spend sensor, blood pressure sensor, clock, height and weight instrument, GPS locator, wireless receiver (can receive Weather information) etc.
Device acquisition.For example, needing to acquire complexion and weather data, so as to according to the complexion and day of user if choosing beauty scheme
Gas pushes corresponding skin care item to user；If choosing weight management program, need to acquire weight, complexion, blood pressure, blood glucose and blood
Rouge data, to control the weight of user in the case where not influencing user identity health.
Step 103: control instruction is generated according to the characteristic and storing data.In specific embodiments of the present invention,
Storing data is deposited in the database, and storing data is at least by history feature data, similar features data and user's master data shape
At.User's master data includes age, gender, nationality, habit, preference, hobby, medical history, address and income etc..History feature number
According to the characteristic for referring specifically to previously acquire.Similar features data refer specifically to the characteristic of the similar users previously acquired.
Step 104: being that user pushes special article using control instruction control personalized push terminal.Of the invention
In specific embodiment, personalized push terminal has selecting module, Weighing module, switch, cutting module, production module, verification
Module and pushing module etc..For example, selecting module selects corresponding skin care item, through calibration mode if pushing skin care item to user
After block check, it is pushed to user；If special article is health-preserving porridge, after selecting module selects corresponding beans, Weighing module to weigh,
Switch is opened, and corresponding beans is discharged, and after correction verification module is examined, production module is made into health-preserving porridge and is pushed to user.
Referring to Fig. 1, according to the practical demand of user, personalized article is pushed from trend user, it is with strong points, realize effect
Good, meeting user, the needs of living, user experience height, market application prospect are wide to high level.
Fig. 2 is a kind of process of the embodiment two for personalized article method for pushing that the specific embodiment of the invention provides
Figure, as shown in Fig. 2, storing data is made of history feature data, similar features data and user's master data, it is contemplated that user
History feature data, the article of push can be adjusted in real time, it is contemplated that with the matched similar features data of user's master data,
For new user, user similar with its can be referred to, special article is pointedly pushed.
In the specific embodiment shown in the drawings, personalized article method for pushing further include:
Step 102-1: user's master data is inputted to database.In specific implementation of the invention, user's fundamental packets
Include at least one of age, gender, nationality, habit, preference, medical history, address and income.For example, user passes through keyboard or mouse
It marks to database and inputs user's master data.
Step 102-2: similar features data are matched according to user's master data.In specific implementation of the invention, phase
Like the characteristic for the similar users that characteristic refers specifically to previously acquire.It is looked into based on user's master data using Similarity Algorithm
The corresponding user of most similar user's master data is looked for, and obtains the history feature data of the user as similar features data.
For example, user's master data of user A is AD, and it is BD with the most similar user's master data of AD, the corresponding user of BD is B, that
The history feature data of user B do not have history feature number if user A is new user for the similar features data of user A
According to, then based on the similar features data of user A to user A push special article, i.e., based on the history feature data of user B to
User A pushes special article, because user A and user B are much like.
Step 102-3: it is formed and is stored according to history feature data, the similar features data and user's master data
Data.In specific implementation of the invention, history feature data refer specifically to the characteristic previously acquired.Personalized Ways are different,
History feature data, similar features data and user's master data specific gravity shared in storing data are also different.
Referring to fig. 2, step 102-1~step 102-3 can be can also may be used also after step 102 before step 102
With before step 101, invention is not limited thereto.It is generated with reference to storing data in the characteristic and database acquired in real time
Control instruction, control personalized push terminal is that user pushes special article, with reference to similar features number when generating control instruction
According to even new user can also push appropriate article to it, user experience is high.
Fig. 3 is a kind of process of the embodiment three for personalized article method for pushing that the specific embodiment of the invention provides
Figure, as shown in figure 3, finding out for newly adding which type of user article should be pushed to and newly adding the most similar specific object of article
Product, the user of the most similar special article push of reference, push newly add article.
In the specific embodiment shown in the drawings, personalized article method for pushing further include:
Step 105: the similarity for newly adding article Yu the special article is calculated according to similarity matrix.Example
Such as, if the new article that adds calculates moisturizing dew and spy using similarity matrix for moisturizing dew
The similarity of earnest product, if moisturizing dew and the anti-similarity highest for doing cream, then moisturizing is revealed
It is pushed to using the anti-user for doing cream.
Step 106: article is newly added to user's push is described according to the similarity and the control instruction.
It is uncertain when being pushed to which type of user due to there is no push to record for newly adding article referring to Fig. 3, reference
Special article proximate to it newly will add article and be pushed to corresponding user, and with strong points, push effect is good, user experience
Height solves the problems, such as not knowing newly to add what user article is pushed to.
Fig. 4 is that a kind of structure of the embodiment one for personalized article supplying system that the specific embodiment of the invention provides is shown
It is intended to, system as shown in Figure 4 can be applied in method shown in FIG. 1 to FIG. 3, integrate selection in library from Personalized Ways
Property scheme finally controlled using characteristic and storing data and using the Personalized Ways acquisition characteristics data chosen
Property terminal be user push special article.
In the specific embodiment shown in the drawings, personalized article supplying system includes: solution integration device 1, data
Acquisition device 2, logical calculation device 3 and personalized push terminal 4.Solution integration device 1 is connect with data acquisition device 2, number
It is connect according to acquisition device 2 with logical calculation device 3, logical calculation device 3 is connect with personalized push terminal 4.Wherein, scheme collection
Personalized Ways are chosen in library for integrating according to characteristic parameter from Personalized Ways at device 1；Data acquisition device 2 is used for root
According to the Personalized Ways acquisition characteristics data of selection；Logical calculation device 3 is used for according to the characteristic and storage number
According to generation control instruction；Personalized push terminal 4 is used to be that user pushes special article using the control instruction.
Referring to fig. 4, according to the practical demand of user, personalized article is pushed from trend user, it is with strong points, realize effect
Good, meeting user, the needs of living, user experience height, market application prospect are wide to high level.
Fig. 5 is that a kind of structure of the embodiment two for personalized article supplying system that the specific embodiment of the invention provides is shown
It is intended to, as shown in figure 5, storing data is made of history feature data, similar features data and user's master data, it is contemplated that use
The history feature data at family can adjust the article of push in real time, it is contemplated that with the matched similar features number of user's master data
According to, for new user, can refer to user similar with its, pointedly push special article.
In the specific embodiment shown in the drawings, personalized article supplying system further include: input unit 5, processing dress
Set 6 and database 7.Input unit 5 is connect with processing unit 6, and processing unit 6 is connect with database 7.Wherein, input unit 5 is used
In to the database input user's master data；Processing unit 6 is used to match similar features according to user's master data
Data；Database 7 is used to form storage number according to history feature data, the similar features data and user's master data
According to.
In specific embodiments of the present invention, logical calculation device 3 be also used to according to similarity matrix calculate newly add article with
The similarity of the special article；Personalized push terminal 4 is also used to according to the similarity and the control instruction to user
It pushes and described newly adds article.
Referring to Fig. 5, control instruction is generated with reference to storing data in the characteristic and database acquired in real time, controls individual character
Changing push terminal is that user pushes special article, with reference to similar features data when generating control instruction, even new user
Appropriate article can be pushed to it, user experience is high.
Fig. 6 is a kind of application schematic diagram for personalized article supplying system that the specific embodiment of the invention provides, referring to
Fig. 6, solution integration device 1 choose Personalized Ways for integrating according to characteristic parameter from Personalized Ways in library；Data acquisition
Device 2 is used for the Personalized Ways acquisition characteristics data according to selection；Logical calculation device 3 is used for according to the characteristic
Control instruction is generated according to storing data；Personalized push terminal 4 is used to be that user pushes specific object using the control instruction
Product；Input unit 5 is used to input user's master data to the database；Processing unit 6 is used for according to user's basic number
According to matching similar features data；Database 7 is used for basic according to history feature data, the similar features data and the user
Data form storing data.
A specific embodiment of the invention also provides a kind of computer storage medium comprising computer executed instructions, described
When computer executed instructions are handled by data processing equipment, the data processing equipment executes following steps:
Step 101: being integrated according to characteristic parameter from Personalized Ways and choose Personalized Ways in library.
Step 102: according to the Personalized Ways acquisition characteristics data of selection.
Step 103: control instruction is generated according to the characteristic and storing data.
Step 104: being that user pushes special article using control instruction control personalized push terminal.
A specific embodiment of the invention also provides a kind of computer storage medium comprising computer executed instructions, described
When computer executed instructions are handled by data processing equipment, the data processing equipment also executes following steps:
Step 101: being integrated according to characteristic parameter from Personalized Ways and choose Personalized Ways in library.
Step 102: according to the Personalized Ways acquisition characteristics data of selection.
Step 102-1: user's master data is inputted to database.
Step 102-2: similar features data are matched according to user's master data.
Step 102-3: it is formed and is stored according to history feature data, the similar features data and user's master data
Data.
Step 103: control instruction is generated according to the characteristic and storing data.
Step 104: being that user pushes special article using control instruction control personalized push terminal.
A specific embodiment of the invention also provides a kind of computer storage medium comprising computer executed instructions, described
When computer executed instructions are handled by data processing equipment, the data processing equipment also executes following steps:
Step 101: being integrated according to characteristic parameter from Personalized Ways and choose Personalized Ways in library.
Step 102: according to the Personalized Ways acquisition characteristics data of selection.
Step 103: control instruction is generated according to the characteristic and storing data.
Step 104: being that user pushes special article using control instruction control personalized push terminal.
Step 105: the similarity for newly adding article Yu the special article is calculated according to similarity matrix.
Step 106: article is newly added to user's push is described according to the similarity and the control instruction.
The specific embodiment of the invention provides a kind of personalized article method for pushing and system, computer storage medium, individual character
Change solution integration device and Personalized Ways are chosen according to characteristic parameter, is adopted so that data acquisition device targetedly carries out data
Collection, logic recommendation apparatus generate control command using the data of acquisition, and it is to use that personalized article push terminal, which is based on control command,
Distribute article in family.True article can be pushed for user, push is with strong points, and user experience is high, meets the intelligence of user
Change demand.
The above-mentioned embodiment of the present invention can be implemented in various hardware, Software Coding or both combination.For example, this hair
Bright embodiment can also be the execution above method in data signal processor (Digital Signal Processor, DSP)
Program code.The present invention can also refer to computer processor, digital signal processor, microprocessor or field-programmable gate array
Arrange the multiple functions that (Field Programmable Gate Array, FPGA) is executed.Above-mentioned processing can be configured according to the present invention
Device executes particular task, and machine-readable software code or the firmware generation of the ad hoc approach that the present invention discloses are defined by executing
Code is completed.Software code or firmware code can be developed as different program languages and different formats or form.Can also be
Different target platform composing software codes.However, executing software code and the other types configuration generation of task according to the present invention
Different code pattern, type and the language of code do not depart from spirit and scope of the invention.
The foregoing is merely the schematical specific embodiments of the present invention, before not departing from conceptions and principles of the invention
It puts, the equivalent changes and modifications that any those skilled in the art is made should belong to the scope of protection of the invention.
Claims (11)
1. a kind of personalization article method for pushing, which is characterized in that this method comprises:
It is integrated according to characteristic parameter from Personalized Ways and chooses Personalized Ways in library；
According to the Personalized Ways acquisition characteristics data of selection；
Control instruction is generated according to the characteristic and storing data；And
It is that user pushes special article using control instruction control personalized push terminal.
2. personalization article method for pushing as described in claim 1, which is characterized in that this method further include:
User's master data is inputted to database；
Similar features data are matched according to user's master data；And
Storing data is formed according to history feature data, the similar features data and user's master data.
3. personalization article method for pushing as claimed in claim 2, which is characterized in that user's master data includes year
At least one of age, gender, nationality, hobby, medical history, address and income.
4. personalization article method for pushing as claimed in claim 2, which is characterized in that the history feature data refer specifically to elder generation
The characteristic of preceding acquisition.
5. personalization article method for pushing as claimed in claim 2, which is characterized in that the similar features data refer specifically to elder generation
The characteristic of the similar users of preceding acquisition.
6. personalization article method for pushing as described in claim 1, which is characterized in that the characteristic parameter include the time and/
Or position.
7. personalization article method for pushing as described in claim 1, which is characterized in that the characteristic includes height, body
Weight, blood pressure, blood glucose, blood lipid, fat spectrum, urine metabolism spectrum, plasma metabolism spectrum, enteric microorganism spectrum, complexion, time, weather, position
At least one of set.
8. a kind of personalization article supplying system, which is characterized in that the system includes:
Solution integration device chooses Personalized Ways for integrating according to characteristic parameter from Personalized Ways in library；
Data acquisition device, for the Personalized Ways acquisition characteristics data according to selection；
Logical calculation device, for generating control instruction according to the characteristic and storing data；And
Personalized push terminal, for being that user pushes special article using the control instruction.
9. personalization article supplying system as claimed in claim 8, which is characterized in that the system further include:
Input unit, for inputting user's master data to the database；
Processing unit, for matching similar features data according to user's master data；And
Database, for forming storage number according to history feature data, the similar features data and user's master data
According to.
10. a kind of computer storage medium comprising computer executed instructions, which is characterized in that the computer executed instructions warp
When crossing data processing equipment processing, the data processing equipment executes following steps:
It is integrated according to characteristic parameter from Personalized Ways and chooses Personalized Ways in library；
According to the Personalized Ways acquisition characteristics data of selection；
Control instruction is generated according to the characteristic and storing data；And
It is that user pushes special article using control instruction control personalized push terminal.
11. as claimed in claim 10 including the computer storage medium of computer executed instructions, which is characterized in that the meter
Calculation machine executes instruction when handling by data processing equipment, and the data processing equipment also executes following steps:
User's master data is inputted to database；
Similar features data are matched according to user's master data；And
Storing data is formed according to history feature data, the similar features data and user's master data.
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| CN201710789311.4A CN110020103A (en) | 2017-09-05 | 2017-09-05 | Personalized article method for pushing and system, computer storage medium |
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| CN201710789311.4A CN110020103A (en) | 2017-09-05 | 2017-09-05 | Personalized article method for pushing and system, computer storage medium |
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| CN201710789311.4A Pending CN110020103A (en) | 2017-09-05 | 2017-09-05 | Personalized article method for pushing and system, computer storage medium |
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