CN109213932A - A kind of information-pushing method and device - Google Patents
A kind of information-pushing method and device Download PDFInfo
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- CN109213932A CN109213932A CN201810904497.8A CN201810904497A CN109213932A CN 109213932 A CN109213932 A CN 109213932A CN 201810904497 A CN201810904497 A CN 201810904497A CN 109213932 A CN109213932 A CN 109213932A
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- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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Abstract
The invention discloses a kind of information-pushing methods, which comprises during user's read electronic books, is acquired to the face feature information of user；When the facial expression for determining user according to the face feature information changes, determines that user is directed to the current reading location of the e-book, and the corresponding reading content of the current reading location is marked, obtain tag reader content；Determine keyword corresponding to the tag reader content；E-book to be recommended is determined according to the keyword, and pushes the books to be recommended to the user.The present invention also provides a kind of information push-delivery apparatus.
Description
Technical field
The present invention relates to information advancing technique more particularly to a kind of information-pushing methods and device.
Background technique
Existing reading application program (APP, Application) is when carrying out the recommendation of e-book to user, often
Be the history read books according to user, determine the books type that user is liked, so select in the books of the type to
The books that user is recommended, it is evident that the accuracy for carrying out books recommendation according only to books type is poor, so as to cause user
It is lower to the receiving degree of the e-book of recommendation.
Summary of the invention
In order to solve the above technical problems, the technical solution of the embodiment of the present invention is achieved in that
One side according to an embodiment of the present invention provides a kind of information-pushing method, which comprises
During user's read electronic books, the face feature information of user is acquired；
When the facial expression for determining user according to the face feature information changes, determine user for the electricity
The current reading location of philosophical works nationality, and the corresponding reading content of the current reading location is marked, obtain tag reader
Content；
Determine keyword corresponding to the tag reader content；
E-book to be recommended is determined according to the keyword, and pushes the books to be recommended to the user.
In above scheme, determines that the facial expression of user changes according to the face feature information, specifically includes:
The location information between each face feature point is being obtained in the face feature information；
Historical position information between the location information and each face feature point is compared；
When determining that the location information and the historical position information are inconsistent according to comparison result, the facial table is determined
Feelings change.
In above scheme, determines that user is directed to the current reading location of the e-book, specifically includes:
Determine reading rate and page turning moment of the user for the e-book；
The first time for calculating the page turning moment between the variation moment when facial expression changes is poor；
It is poor according to the reading rate and the first time, determine that user is directed to the current reading position of the e-book
It sets.
In above scheme, the method also includes:
It calculates user and reads reading duration spent by the one page of content of the e-book；
According to the reading duration and the corresponding lteral data of the one page of content, determine user for the e-book
Reading rate.
In above scheme, the method also includes:
It receives user and is directed to the page-turning instruction that the e-book is triggered, the page-turning instruction is indicated from the e-book
The first page of nationality translates into second page；
Calculate the second time difference between the first page turning moment of two neighboring page-turning instruction and the second page turning moment；
Using second time difference as user read the one page of content of the e-book spent by reading duration.
In above scheme, the corresponding reading content of the current reading location is marked, is specifically included:
Section name corresponding with the reading position in the e-book is marked；
Alternatively, text paragraph corresponding with the reading position in the e-book is marked.
In above scheme, when the facial expression for determining user according to the face feature information changes, the side
Method further include:
Obtain emotional information corresponding with current face expression；
Establish the emotional information, the tag reader content, the keyword and/or the user information of the user it
Between incidence relation.
In above scheme, the method also includes:
Obtain other users information identical with the emotional information and the tag reader content；
It is pushed using the other users information as recommendation information to the user.
According to another aspect of an embodiment of the present invention, a kind of information push-delivery apparatus is provided, described device includes:
Acquisition unit, for being acquired to the face feature information of user during user's read electronic books；
Marking unit, for determining when the facial expression for determining user according to the face feature information changes
User is directed to the current reading location of the e-book, and marks to the corresponding reading content of the current reading location
Note, obtains tag reader content；
Determination unit, it is true for determining keyword corresponding to the tag reader content, and according to the keyword
Fixed e-book to be recommended；
Push unit, for pushing the books to be recommended to the user.
According to a third aspect of the embodiments of the present invention, a kind of information push-delivery apparatus is provided, described device include: memory and
Processor；
Wherein, the memory, for storing the computer program that can be run on the processor；
The processor when for running the computer program, executes described in any one of above- mentioned information method for pushing
The step of method.
In the technical solution of the embodiment of the present invention, a kind of information-pushing method is provided, by user's read electronic books
During, the face feature information of user is acquired；When the facial table for determining user according to the face feature information
When feelings change, determine that user is directed to the current reading location of the e-book, and corresponding to the current reading location
Reading content be marked, obtain tag reader content；Determine keyword corresponding to the tag reader content；According to institute
It states keyword and determines e-book to be recommended, and push the books to be recommended to the user.Since user is being directed to electronics
In the reading process of books, the fancy grade of e-book can be reflected in the facial expression of user with the variation of mood,
Thus by the identification to user during read electronic books to the variation of its facial expression, user can be determined to electronics
The fancy grade of certain partial content in books, and then can be according to user to the hobby journey of certain partial content of e-book
Degree recommends target electronic books corresponding with the contents of the section to user, substantially increases user to the e-book of push
Or the acceptance level of related content.
Detailed description of the invention
Fig. 1 is the flow diagram of information-pushing method in the embodiment of the present invention；
Fig. 2 is septum reset of embodiment of the present invention expression schematic diagram；
Fig. 3 is the structure composition schematic diagram one of information push-delivery apparatus in the embodiment of the present invention；
Fig. 4 is the structure composition schematic diagram two of information push-delivery apparatus in the embodiment of the present invention.
Specific embodiment
Detailed description of the preferred embodiments with reference to the accompanying drawing.It should be understood that this place is retouched
The specific embodiment stated is merely to illustrate and explain the present invention, and is not intended to restrict the invention.
Fig. 1 is the flow diagram of information-pushing method in the embodiment of the present invention；As shown in Figure 1, which comprises
Step 101, during user's read electronic books, the face feature information of user is acquired；
In the embodiment of the present invention, the method is mainly used in the electronic equipment with electronic book reading function, example
In, the reading can be passed through with the reading application program (APP, Application) of reading electronic book in the electronic device by being equipped with
The electronic book reading or function of listening to storytelling that APP has the function of realize books reading.
Here, which can be the terminals such as mobile phone, IPAD, palm PC, E-book reader, and the electronics
Camera is additionally provided in equipment, which includes front camera and rear camera.
During user is using APP read electronic books are read, the preposition camera shooting of electronic equipment can be passed through by reading APP
Head is acquired the face feature information of user, and utilizes face identification functions, identifies collected user's face image
In several characteristic points, for example, this feature point includes but is not limited to: eyes, mouth, nose, eyebrow etc..Then, reading APP can
To determine whether the current facial expression of user changes according to the positional relationship between those characteristic points.
Step 102, when the facial expression for determining user according to the face feature information changes, user's needle is determined
It is marked, obtains to the current reading location of the e-book, and to the corresponding reading content of the current reading location
Tag reader content；
In the embodiment of the present invention, when reading APP by the front camera on electronic equipment, the face for collecting user is special
It, can be by the acquisition corresponding with the adjacent history acquisition moment of current face characteristic information corresponding acquisition moment when reference ceases
History face feature information be compared, current face characteristic information and history face feature information are determined according to comparison result
When different, determine that the current facial expression of user changes.
In the embodiment of the present invention, when reading APP by the front camera on electronic equipment, the face for collecting user is special
When reference ceases, the location information between each face feature point can also be obtained in the face feature information of acquisition by reading APP；
Historical position information between the location information and each face feature point is compared；The position is determined according to comparison result
When information and historical position information are inconsistent, determine that the current facial expression of user changes, so as to judge that user works as
The corresponding mood of front face expression, it is specific as shown in Figure 2.
Fig. 2 is septum reset of embodiment of the present invention expression schematic diagram, as shown in Figure 2, comprising: expression 201, expression 202, expression
203 and expression 204, wherein it is " indignation ", expression 203 that the corresponding mood of expression 201, which is " happy ", the corresponding mood of expression 202,
It is " surprised " that corresponding mood, which is " sad ", the corresponding mood of expression 204,.When collecting user by the camera of electronic equipment
Face feature information after, the face feature point of user can be determined according to current collected face feature information by reading APP
Between positional relationship, and then can determine that the current expression of user is Fig. 2 according to the positional relationship between face feature point
In it is any in four kinds of expressions, thus according to the expression determined determine the current mood of user be " happy ", " indignation ",
It is any in " sad ", " surprised ".
In the embodiment of the present invention, when reading APP and detecting that the facial expression of user changes, read APP can to
At the time of the facial expression at family changes, the content for the e-book that user is reading is marked.
Specifically, reading APP can be by determining user for the current reading position for the e-book currently read
It sets, the corresponding reading content of current reading location is marked, to obtain tag reader content.
Here, the corresponding reading content of current reading location is marked, is specifically included: in e-book with reading
The corresponding section name in position is marked；Alternatively, text paragraph corresponding with reading position in e-book is marked；
Alternatively, the reading behavior that can also be carried out to the content that user is currently reading is marked.
For example, reading behavior includes but is not limited to, for the comment behavior to the content progress currently read plus criticize
Note behavior and/or repeat reading behavior.
In the embodiment of the present invention, after user's current reading location corresponding reading content is marked in reading APP, also
The reading content can be saved, and saves the corresponding relationship between the reading content and user account.
It, specifically, can first really when determining that user is directed to the current reading location of e-book in the embodiment of the present invention
Determine reading rate and page turning moment of the user for e-book；Then, when calculating page turning moment and facial expression change
Variation the moment between first time it is poor；It is poor according to reading rate and first time, determine user's working as e-book
Preceding reading position.
It, specifically can be by first calculating when determining that user is directed to the reading rate of e-book in the embodiment of the present invention
Reading duration spent by the one page of content of user's read electronic books；Then, corresponding according to reading duration and one page of content
Lteral data determines that user is directed to the reading rate of e-book.
Specifically, read APP can according to user for e-book every page of content reading time and this page of institute
The number of words for including calculates the reading rate of user.For example, user's input will be received by reading APP at interval of 2 minutes
Page-turning instruction, and a page turn over operation is executed, which indicates to translate into second page from the first page of e-book.Accordingly may be used
To determine that user read the time spent by the content of page 1 of the e-book as two minutes, and then reading APP can be according to user
The reading time of text number of words and user that every page of the books read are included, calculate the reading rate of user.
It determines assuming that reading APP comprising 300 texts in the one page of content of e-book that user read, and according to connecing
The user received is directed to the page-turning instruction that is triggered of e-book, calculates the first page turning moment and the of two neighboring page-turning instruction
The second time difference between two page turning moment is 1 minute, that is to say, that user reads one page of content and consumes 1 minute；Then will
Reading duration spent by one page of content of second time difference as user's read electronic books.It, can according to 1 point of kind etc. 2 60 seconds
To determine that the user reads the reading rate of one side content are as follows: 300 ÷ 60=5 words/second.
In the embodiment of the present invention, after determining the reading rate of user, page turning can be received to the last time by reading APP
The page turning moment of instruction is recorded, and is recorded and detected the user's face expression changed variation moment, is become by calculating
The first time changed between moment and page turning moment is poor, determines reading position of the user on current page, and then can be right
Paragraph or chapters and sections or reading behavior where the reading position are marked.
In the embodiment of the present invention, after the content that user is currently reading is marked, taken on the backstage for reading APP
The incidence relation between the reading content of label, user current mood and user account information is saved on business device, to make
Coherent reference information for books push uses.
Step 103, keyword corresponding to the tag reader content is determined；
In the embodiment of the present invention, by the keyword extracted in the reading content of label, it is current to can reflect user
Just in the main information of reading content.
It, can be by readding after keyword or keyword are extracted in the reading content of label in the embodiment of the present invention
The background server for reading APP saves the pass between the keyword or keyword and the keyword or keyword and user account
Connection relationship, for the use when determining books to be recommended of rear thread.
Step 104, e-book to be recommended is determined according to the keyword, and pushes the book to be recommended to the user
Nationality.
In the embodiment of the present invention, searched in stack room by the keyword of extraction with its of same keyword or keyword
His books are pushed using other books found as e-book to be recommended to user.
For example, the keyword extracted in the content of label is " friendship yoke ", then reading APP can look into stack room
Look for other books relevant to keyword " friendship yoke ", and by find there are the e-book of incidence relation with the keyword
Nationality is pushed as e-book to be recommended to user.
It, can be anti-with the variation of mood to the fancy grade of e-book since user is during read electronic books
It reflects in facial expression, thus the content that user is currently reading is marked when the facial expression of user changes
Note, the reading content marked tends to the current mood of reflection user, and then can be extracted according to these contents of label
Target keyword, to push more interested e-book for user.
For example, the expression when facial expression according to user changes, search love knot corresponding with the expression be happily,
Then indicate that active user is interested in the content currently read, therefore according to the key extracted in the content of label
Word, other books found in stack room also tend to as books interested to user, therefore can be based on those keywords
Books recommendation is carried out for user.
In the embodiment of the present invention, in the facial table current according to user, when determining the current mood of user, read
APP can also obtain other use identical with the reading content of the emotional information of user and label in corresponding background server
Family information；And the other users information that will acquire is pushed as recommendation information to user.
Specifically, reading APP can search and generate in content identical as user's reading in corresponding background server
The other users of identical mood, and to carrying out friend recommendation between user each other.
The scheme that content and friend recommendation are realized using the facial expression provided in an embodiment of the present invention based on user, is led to
It crosses during user is using APP is read, by reading the front camera of the electronic equipment where APP to the face of user
Expression is acquired, and when the facial expression for detecting user changes, reading APP can change to user's face expression
When, the chapters and sections content that user is reading is marked, and determines keyword corresponding to the chapters and sections, and then according to the keyword
Content relevant to the keyword, and the related content found to user's recommendation are searched, to realize the recommendation of reading content.
Meanwhile when the facial expression for detecting user changes, it can search in the server and read same book
When the identical chapters and sections of nationality, equally there are the other users of expression shape change, and recommend each other, to realize that good friend pushes away to those users
It recommends.
Since user in the process of reading can be reflected in facial expression the fancy grade of books with the variation of mood,
Thus by the identification to user's reading process septum reset expression shape change, user can be determined to the hobby of the chapters and sections, Jin Erke
It with the fancy grade according to user to books, realizes and user's books is recommended and friend recommendation, compare and the prior art, we
Good friend provided by case and commending contents mode, operation is simpler, and recommendation results are more accurate.
Fig. 3 is the structure composition schematic diagram one of information push-delivery apparatus in the embodiment of the present invention, as shown in figure 3, described device
Include:
Acquisition unit 301, for being adopted to the face feature information of user during user's read electronic books
Collection；
Marking unit 302, for when the facial expression for determining user according to the face feature information changes, really
Determine the current reading location that user is directed to the e-book, and the corresponding reading content of the current reading location is marked
Note, obtains tag reader content；
Determination unit 303, for determining keyword corresponding to the tag reader content, and according to the keyword
Determine e-book to be recommended；
Push unit 304, for pushing the books to be recommended to the user.
In the embodiment of the present invention, described device further include: acquiring unit 305 and comparing unit 306；
The acquiring unit 305, for obtaining the position between each face feature point in the face feature information
Information；
The comparing unit 306, for by the historical position between the location information and each face feature point
Information is compared；
The determination unit 303, specifically for determining the location information and the history bit confidence according to comparison result
When ceasing inconsistent, determine that the facial expression changes.
In the embodiment of the present invention, described device further include: computing unit 307；
The determination unit 303 is also used to determine reading rate and page turning moment of the user for the e-book；
The computing unit 307, when for calculating the variation when page turning moment and the facial expression change
First time between quarter is poor；
The determination unit 303, it is poor according to the reading rate and the first time to be specifically used for, and determines that user is directed to
The current reading location of the e-book.
In the embodiment of the present invention, the computing unit 307 is also used to calculate user and reads for e-book publication
Reading duration spent by the one page of content of object；
The determination unit 303 is specifically also used to according to the reading duration and the corresponding text number of the one page of content
According to, determine user be directed to the e-book publication reading rate.
In the embodiment of the present invention, the acquiring unit 305 is also used to receive what user was triggered for the e-book
Page-turning instruction, the page-turning instruction indicate to translate into second page from the first page of the e-book；
The computing unit 307, when being also used to calculate the first page turning moment and the second page turning of two neighboring page-turning instruction
The second time difference between quarter；
The determination unit 303 is specifically also used to read the e-book using second time difference as user
Reading duration spent by one page of content.
In the embodiment of the present invention, the marking unit 302, be specifically used for in the e-book with the reading position
Corresponding section name is marked；Alternatively, being carried out to text paragraph corresponding with the reading position in the e-book
Label.
In the embodiment of the present invention, described device further include: establish unit 308；
The acquiring unit 305 is also used to obtain emotional information corresponding with current face expression；
It is described to establish unit 308, for establish the emotional information, the tag reader content, the keyword and/or
Incidence relation between the user information of the user.
In implementation column of the present invention, the acquiring unit 305 is also used to obtain and the emotional information and the tag reader
The identical other users information of content；
The push unit 304 is also used to push using the other users information as recommendation information to the user.
It should be understood that information push-delivery apparatus provided by the above embodiment is when carrying out information push, only with above-mentioned each
The division progress of program module can according to need for example, in practical application and distribute above-mentioned processing by different journeys
Sequence module is completed, i.e., the internal structure of information push-delivery apparatus is divided into different program modules, described above complete to complete
Portion or part are handled.In addition, information push-delivery apparatus provided by the above embodiment belong to information-pushing method embodiment it is same
Design, specific implementation process are detailed in embodiment of the method, and which is not described herein again.
Fig. 4 is the structural schematic diagram two of information push-delivery apparatus in the embodiment of the present invention, and information push-delivery apparatus 400 can be shifting
Mobile phone, computer, digital broadcast terminal, information transceiving equipment, game console, tablet device, personal digital assistant, information
Push server, content server etc..Information push-delivery apparatus 400 shown in Fig. 4 includes: at least one processor 401, memory
402, at least one network interface 404 and user interface 403.Various components in information push-delivery apparatus 400 pass through bus system
405 are coupled.It is understood that bus system 405 is for realizing the connection communication between these components.Bus system 405 is removed
It further include power bus, control bus and status signal bus in addition except data/address bus.But for the sake of clear explanation,
Various buses are all designated as bus system 405 in Fig. 4.
Wherein, user interface 403 may include display, keyboard, mouse, trace ball, click wheel, key, button, sense of touch
Plate or touch screen etc..
It is appreciated that memory 402 can be volatile memory or nonvolatile memory, may also comprise volatibility and
Both nonvolatile memories.Wherein, nonvolatile memory can be read-only memory (ROM, Read Only Memory),
Programmable read only memory (PROM, Programmable Read-Only Memory), Erasable Programmable Read Only Memory EPROM
(EPROM, Erasable Programmable Read-Only Memory), electrically erasable programmable read-only memory
The storage of (EEPROM, Electrically Erasable Programmable Read-Only Memory), magnetic random access
Device (FRAM, ferromagnetic random access memory), flash memory (Flash Memory), magnetic surface are deposited
Reservoir, CD or CD-ROM (CD-ROM, Compact Disc Read-Only Memory)；Magnetic surface storage can be
Magnetic disk storage or magnetic tape storage.Volatile memory can be random access memory (RAM, Random Access
Memory), it is used as External Cache.By exemplary but be not restricted explanation, the RAM of many forms is available, such as
Static random access memory (SRAM, Static Random Access Memory), synchronous static random access memory
(SSRAM, Synchronous Static Random Access Memory), dynamic random access memory (DRAM,
Dynamic Random Access Memory), Synchronous Dynamic Random Access Memory (SDRAM, Synchronous
Dynamic Random Access Memory), double data speed synchronous dynamic RAM (DDRSDRAM,
Double Data Rate Synchronous Dynamic Random Access Memory), enhanced synchronous dynamic random
Access memory (ESDRAM, Enhanced Synchronous Dynamic Random Access Memory), synchronized links
Dynamic random access memory (SLDRAM, SyncLink Dynamic Random Access Memory), direct rambus
Random access memory (DRRAM, Direct Rambus Random Access Memory).Description of the embodiment of the present invention is deposited
Reservoir 402 is intended to include but is not limited to the memory of these and any other suitable type.
Memory 402 in the embodiment of the present invention is for storing various types of data to support information push-delivery apparatus 400
Operation.The example of these data includes: any computer program for operating on information push-delivery apparatus 400, is such as operated
System 4021 and application program 4022；Music data；Animation data；Book information；Video etc..Wherein, operating system 4021 is wrapped
Containing various system programs, such as ccf layer, core library layer, driving layer etc., it is based on for realizing various basic businesses and processing
The task of hardware.Application program 4022 may include various application programs, such as media player (Media Player), browsing
Device (Browser) etc., for realizing various applied business.Realize that the program of present invention method may be embodied in using journey
In sequence 4022.
The method that the embodiments of the present invention disclose can be applied in processor 401, or be realized by processor 401.
Processor 401 may be a kind of IC chip, the processing capacity with signal.During realization, the above method it is each
Step can be completed by the integrated logic circuit of the hardware in processor 401 or the instruction of software form.Above-mentioned processing
Device 401 can be general processor, digital signal processor (DSP, Digital Signal Processor) or other can
Programmed logic device, discrete gate or transistor logic, discrete hardware components etc..Processor 401 may be implemented or hold
Disclosed each method, step and logic diagram in the row embodiment of the present invention.General processor can be microprocessor or appoint
What conventional processor etc..The step of method in conjunction with disclosed in the embodiment of the present invention, can be embodied directly at hardware decoding
Reason device executes completion, or in decoding processor hardware and software module combine and execute completion.Software module can be located at
In storage medium, which is located at memory 402, and processor 401 reads the information in memory 402, in conjunction with its hardware
The step of completing preceding method.
In the exemplary embodiment, information push-delivery apparatus 400 can be by one or more application specific integrated circuit
(ASIC, Application Specific Integrated Circuit), DSP, programmable logic device (PLD,
Programmable Logic Device), Complex Programmable Logic Devices (CPLD, Complex Programmable Logic
Device), field programmable gate array (FPGA, Field-Programmable Gate Array), general processor, control
Device, microcontroller (MCU, Micro Controller Unit), microprocessor (Microprocessor) or other electronics member
Part is realized, for executing preceding method.
When the specific processor 401 runs the computer program, execute: in the process of user's read electronic books
In, the face feature information of user is acquired；
When the facial expression for determining user according to the face feature information changes, determine user for the electricity
The current reading location of philosophical works nationality, and the corresponding reading content of the current reading location is marked, obtain tag reader
Content；
Determine keyword corresponding to the tag reader content；
E-book to be recommended is determined according to the keyword, and pushes the books to be recommended to the user.
It when the processor 401 runs the computer program, also executes: being obtained in the face feature information each
Location information between face feature point；
Historical position information between the location information and each face feature point is compared；
When determining that the location information and the historical position information are inconsistent according to comparison result, the facial table is determined
Feelings change.
It when the processor 401 runs the computer program, also executes: determining user's readding for the e-book
Reading rate and page turning moment；
The first time for calculating the page turning moment between the variation moment when facial expression changes is poor；
It is poor according to the reading rate and the first time, determine that user is directed to the current reading position of the e-book
It sets.
It when the processor 401 runs the computer program, also executes: calculating user and read the one of the e-book
Reading duration spent by page content；
According to the reading duration and the corresponding lteral data of the one page of content, determine user for the e-book
Reading rate.
It when the processor 401 runs the computer program, also executes: receiving user and touched for the e-book
The page-turning instruction of hair, the page-turning instruction indicate to translate into second page from the first page of the e-book；
Calculate the second time difference between the first page turning moment of two neighboring page-turning instruction and the second page turning moment；
Using second time difference as user read the one page of content of the e-book spent by reading duration.
When the processor 401 runs the computer program, also execute: in the e-book with the reading position
Corresponding section name is set to be marked；
Alternatively, text paragraph corresponding with the reading position in the e-book is marked.
It when the processor 401 runs the computer program, also executes: obtaining mood corresponding with current face expression
Information；
Establish the emotional information, the tag reader content, the keyword and/or the user information of the user it
Between incidence relation.
It when the processor 401 runs the computer program, also executes: obtaining and the emotional information and the label
The identical other users information of reading content；
It is pushed using the other users information as recommendation information to the user.
In the exemplary embodiment, the embodiment of the invention also provides a kind of computer readable storage medium, for example including
The memory 402 of computer program, above-mentioned computer program can be executed by the processor 401 of information push-delivery apparatus 400, to complete
Step described in preceding method.Computer readable storage medium can be FRAM, ROM, PROM, EPROM, EEPROM, Flash
The memories such as Memory, magnetic surface storage, CD or CD-ROM；It is also possible to include one of above-mentioned memory or any group
The various equipment closed, such as mobile phone, computer, tablet device, personal digital assistant.
A kind of computer readable storage medium, is stored thereon with computer program, which is run by processor
When, it executes: during user's read electronic books, the face feature information of user being acquired；
When the facial expression for determining user according to the face feature information changes, determine user for the electricity
The current reading location of philosophical works nationality, and the corresponding reading content of the current reading location is marked, obtain tag reader
Content；
Determine keyword corresponding to the tag reader content；
E-book to be recommended is determined according to the keyword, and pushes the books to be recommended to the user.
It when the computer program is run by processor, also executes: it is special to obtain each face in the face feature information
Location information between sign point；
Historical position information between the location information and each face feature point is compared；
When determining that the location information and the historical position information are inconsistent according to comparison result, the facial table is determined
Feelings change.
It when the computer program is run by processor, also executes: determining that user is directed to the reading rate of the e-book
With the page turning moment；
The first time for calculating the page turning moment between the variation moment when facial expression changes is poor；
It is poor according to the reading rate and the first time, determine that user is directed to the current reading position of the e-book
It sets.
It when the computer program is run by processor, also executes: calculating the one page of content that user reads the e-book
Spent reading duration；
According to the reading duration and the corresponding lteral data of the one page of content, determine user for the e-book
Reading rate.
It when the computer program is run by processor, also executes: receiving user and turned over for what the e-book was triggered
Page instruction, the page-turning instruction indicate to translate into second page from the first page of the e-book；
Calculate the second time difference between the first page turning moment of two neighboring page-turning instruction and the second page turning moment；
Using second time difference as user read the one page of content of the e-book spent by reading duration.
When the computer program is run by processor, also execute: to corresponding with the reading position in the e-book
Section name be marked；
Alternatively, text paragraph corresponding with the reading position in the e-book is marked.
It when the computer program is run by processor, also executes: obtaining emotional information corresponding with current face expression；
Establish the emotional information, the tag reader content, the keyword and/or the user information of the user it
Between incidence relation.
It when the computer program is run by processor, also executes: in acquisition and the emotional information and the tag reader
Hold identical other users information；
It is pushed using the other users information as recommendation information to the user.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.
Claims (10)
1. a kind of information-pushing method, which is characterized in that the described method includes:
During user's read electronic books, the face feature information of user is acquired；
When the facial expression for determining user according to the face feature information changes, determine user for the e-book
The current reading location of nationality, and the corresponding reading content of the current reading location is marked, obtain tag reader content；
Determine keyword corresponding to the tag reader content；
E-book to be recommended is determined according to the keyword, and pushes the books to be recommended to the user.
2. the method according to claim 1, wherein determining the facial table of user according to the face feature information
Feelings change, and specifically include:
The location information between each face feature point is being obtained in the face feature information；
Historical position information between the location information and each face feature point is compared；
When determining that the location information and the historical position information are inconsistent according to comparison result, the facial expression hair is determined
Changing.
3. the method according to claim 1, wherein determining that user is directed to the current reading position of the e-book
It sets, specifically includes:
Determine reading rate and page turning moment of the user for the e-book；
The first time for calculating the page turning moment between the variation moment when facial expression changes is poor；
It is poor according to the reading rate and the first time, determine that user is directed to the current reading location of the e-book.
4. according to the method described in claim 3, it is characterized in that, the method also includes:
It calculates user and reads reading duration spent by the one page of content of the e-book；
According to the reading duration and the corresponding lteral data of the one page of content, user's readding for the e-book is determined
Reading rate.
5. according to the method described in claim 4, it is characterized in that, the method also includes:
It receives user and is directed to the page-turning instruction that the e-book is triggered, the page-turning instruction is indicated from the e-book
First page translates into second page；
Calculate the second time difference between the first page turning moment of two neighboring page-turning instruction and the second page turning moment；
Using second time difference as user read the one page of content of the e-book spent by reading duration.
6. according to the method described in claim 1, the corresponding reading content of the current reading location is marked, specific packet
It includes:
Section name corresponding with the reading position in the e-book is marked；
Alternatively, text paragraph corresponding with the reading position in the e-book is marked.
7. the method according to claim 1, wherein when the face for determining user according to the face feature information
When expression changes, the method also includes:
Obtain emotional information corresponding with current face expression；
It establishes between the emotional information, the tag reader content, the keyword and/or the user information of the user
Incidence relation.
8. the method according to the description of claim 7 is characterized in that the method also includes:
Obtain other users information identical with the emotional information and the tag reader content；
It is pushed using the other users information as recommendation information to the user.
9. a kind of information push-delivery apparatus, which is characterized in that described device includes:
Acquisition unit, for being acquired to the face feature information of user during user's read electronic books；
Marking unit, for determining user when the facial expression for determining user according to the face feature information changes
It is marked, obtains for the current reading location of the e-book, and to the corresponding reading content of the current reading location
To tag reader content；
Determination unit, for determining keyword corresponding to the tag reader content, and according to the keyword determine to
Recommend e-book；
Push unit, for pushing the books to be recommended to the user.
10. a kind of information push-delivery apparatus, which is characterized in that described device includes: memory and processor；
Wherein, the memory, for storing the computer program that can be run on the processor；
The processor, when for running the computer program, the step of perform claim requires any one of 1 to 8 the method.
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| CN201810904497.8A CN109213932B (en) | 2018-08-09 | 2018-08-09 | Information pushing method and device |
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| CN201810904497.8A CN109213932B (en) | 2018-08-09 | 2018-08-09 | Information pushing method and device |
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| CN109213932A true CN109213932A (en) | 2019-01-15 |
| CN109213932B CN109213932B (en) | 2021-07-09 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201810904497.8A Active CN109213932B (en) | 2018-08-09 | 2018-08-09 | Information pushing method and device |
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| CN111046164A (en) * | 2019-11-20 | 2020-04-21 | 上海连尚网络科技有限公司 | Method and equipment for updating book to be read |
| CN111104507A (en) * | 2019-11-08 | 2020-05-05 | 上海连尚网络科技有限公司 | Method and equipment for providing associated book information |
| CN111797349A (en) * | 2020-06-24 | 2020-10-20 | 上海掌门科技有限公司 | Method and device for book recommendation based on reading page target content collection operation |
| CN112015972A (en) * | 2019-05-31 | 2020-12-01 | 腾讯科技（深圳）有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN112328885A (en) * | 2020-11-10 | 2021-02-05 | 福州米鱼信息科技有限公司 | Book purchasing method and system based on reading terminal |
| CN112579879A (en) * | 2019-09-30 | 2021-03-30 | 深圳云天励飞技术有限公司 | Reading content based pushing method and device and electronic equipment |
| CN117591697A (en) * | 2024-01-19 | 2024-02-23 | 成都亚度克升科技有限公司 | Text recommendation method and system based on artificial intelligence and video processing |
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