CN105868302A - A method and a device for obtaining accomplishment information - Google Patents
A method and a device for obtaining accomplishment information Download PDFInfo
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- CN105868302A CN105868302A CN201610174125.5A CN201610174125A CN105868302A CN 105868302 A CN105868302 A CN 105868302A CN 201610174125 A CN201610174125 A CN 201610174125A CN 105868302 A CN105868302 A CN 105868302A
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- Prior art keywords
- attainment
- reading
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- evaluating
- target reader
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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
- G06F16/903—Querying
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
- G06N5/022—Knowledge engineering; Knowledge acquisition
- G06N5/025—Extracting rules from data
Abstract
The invention provides a method and a device for obtaining accomplishment information. The method comprises the steps of obtaining the reading characteristics of read content of a target reader, the reading characteristics including at least one of the reading quantity, the belonging field and the evaluation parameters; obtaining the accomplishment information for the target reader according to the reading characteristics; outputting the accomplishment information. The method and the device can make proper judgment on the accomplishment of a target reader through comprehensive consideration of the reading characteristics of all read content of the target reader.
Description
Technical field
It relates to message area, particularly relate to the method and apparatus obtaining attainment information.
Background technology
Universal along with terminal unit, increasing user uses terminal unit to carry out playing, does shopping,
The activities such as reading.If the attainment information about the user using terminal unit can be got, help to
Understand this user.Therefore, the attainment information how obtaining user is a problem demanding prompt solution.
Summary of the invention
Disclosure embodiment provides a kind of method and apparatus obtaining attainment information.Described technical scheme is as follows:
First aspect according to disclosure embodiment, it is provided that a kind of method obtaining attainment information, including:
Obtaining the reading aspects of target reader reading content, described reading aspects includes following at least one
: read quantity, art and evaluating；
According to described reading aspects, obtain the attainment information for described target reader；
Export described attainment information.
Optionally, described reading aspects includes described evaluating；
Described according to described reading aspects, obtain the attainment information for described target reader, including:
Described evaluating is weighted summation, obtains objective appraisal parameter；
According to attainment information described in described objective appraisal parameter acquiring.
Optionally, the reading aspects of described acquisition target reader reading content, including:
By recurrent neural networks model, described reading content is carried out natural language processing, obtain described
Evaluating.
Optionally, described output described attainment information, including:
The attainment label that described attainment information is generated as described target reader is exported.
Optionally, described attainment information includes attainment numerical value；
Correlation between the numerical value of described attainment numerical value and described reading quantity；
Correlation between described attainment numerical value and the size of described art；
Correlation between described attainment numerical value and described evaluating height.
Optionally, described reading content include following in one or more: webpage and e-book.
Second aspect according to disclosure embodiment, it is provided that a kind of device obtaining attainment information, including:
First acquisition module, for obtaining the reading aspects of target reader reading content, described reading
Feature include following at least one: read quantity, art and evaluating；
Second acquisition module, for the described reading aspects obtained according to described first acquisition module, obtains
Attainment information for described target reader；
Output module, for exporting the described attainment information that described second acquisition module obtains.
Optionally, the reading aspects that described first acquisition module obtains includes described evaluating；
Described second acquisition module, including:
Calculating sub module, is weighted asking for the described evaluating obtaining described first acquisition module
With, obtain objective appraisal parameter；
Obtain submodule, for the described objective appraisal parameter acquiring institute obtained according to described calculating sub module
State attainment information.
Optionally, described first acquisition module, including:
Obtain evaluating submodule, for described reading content being entered by recurrent neural networks model
Row natural language processing, obtains described evaluating.
Optionally, described output module, including:
Output label submodule, for being generated as the described attainment information that described second acquisition module obtains
The attainment label of described target reader exports.
Optionally, the described attainment information that described second acquisition module obtains includes attainment numerical value；
In just between the numerical value of the described reading quantity that described attainment numerical value and described first acquisition module obtain
Dependency relation；
It is proportionate between the size of the art that described attainment numerical value and described first acquisition module obtain
Relation；
In positive between the described evaluating height that described attainment numerical value and described first acquisition module obtain
Pass relation.
Optionally, described reading content include following in one or more: webpage and e-book.
The third aspect according to disclosure embodiment, it is provided that a kind of device obtaining attainment information, including:
Processor；
For storing the memorizer of processor executable；
Wherein, described processor is configured to:
Obtaining the reading aspects of target reader reading content, described reading aspects includes following at least one
: read quantity, art and evaluating；
According to described reading aspects, obtain the attainment information for described target reader；
Export described attainment information.
Embodiment of the disclosure that the technical scheme of offer can include following beneficial effect:
Technique scheme, according to reading quantity, the art of target reader reading content with comment
At least one reading aspects in valency parameter, obtains and exports the attainment information of this target reader.Realize
The reading aspects of the reading content by considering user, makes the attainment of this target reader
Appropriate judge.
It should be appreciated that it is only exemplary and explanatory that above general description and details hereinafter describe
, the disclosure can not be limited.
Accompanying drawing explanation
Accompanying drawing herein is merged in description and constitutes the part of this specification, it is shown that meet these public affairs
The embodiment opened, and for explaining the principle of the disclosure together with description.
Fig. 1 is the flow chart of the method according to the acquisition attainment information shown in an exemplary embodiment.
Fig. 2 is the flow chart of the method according to the acquisition attainment information shown in another exemplary embodiment.
Fig. 3 is the flow chart of the method according to the acquisition attainment information shown in another exemplary embodiment.
Fig. 4 is the block diagram of the device according to the acquisition attainment information shown in an exemplary embodiment.
Fig. 5 is the second acquisition mould of the device according to the acquisition attainment information shown in another exemplary embodiment
The block diagram of block 42.
Fig. 6 is the first acquisition mould of the device according to the acquisition attainment information shown in another exemplary embodiment
The block diagram of block 41.
Fig. 7 is the output module 43 of the device according to the acquisition attainment information shown in another exemplary embodiment
Block diagram.
Fig. 8 is the block diagram according to the terminal unit shown in an exemplary embodiment.
Fig. 9 is the block diagram according to the network equipment shown in an exemplary embodiment.
Detailed description of the invention
Here will illustrate exemplary embodiment in detail, its example represents in the accompanying drawings.Following
When description relates to accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represents same or analogous
Key element.Embodiment described in following exemplary embodiment does not represent the institute consistent with the disclosure
There is embodiment.On the contrary, they only with as appended claims describes in detail, the one of the disclosure
The example of the apparatus and method that a little aspects are consistent.
Disclosure embodiment provide technical scheme, relate to terminal unit, such as can include smart mobile phone,
Panel computer, notebook computer, desktop computer etc..Relate to network equipment, network equipment
Can be a network equipment, such as network equipment or router, or set by some network sides
The network equipment cluster of standby composition, or a cloud computing service center.
Fig. 1 is the flow chart according to a kind of method obtaining attainment information shown in an exemplary embodiment, as
Shown in Fig. 1, method in the terminal unit, comprises the following steps S11-S13:
In step s 11, obtaining the reading aspects of target reader reading content, reading aspects includes
Below at least one: read quantity, art and evaluating.
Reading content can include following in one or more: webpage and e-book.
The reading quantity of reading content can include that target reader's always reads quantity, i.e. includes target
The reading quantity of all reading contents of reader.The reading quantity of reading content can also include target
The respective reading quantity of each reading content that reader has read, or the reading number of all kinds of reading content
Amount, such as, the reading quantity of the e-book read and the reading quantity of webpage read.Read number
Amount can represent with the record of reading content and/or number of words.
The art of reading content, such as, can be novel class, magazine class, news category etc..Little
Say that class can be divided into again swordsman's class, biography class, finance and economic etc..Magazine class can also be divided into beauty treatment class,
Finance and economic, military class etc..In advance corresponding field weight can be set for each field.
The evaluating of reading content, such as, can include the scoring of e-book, the scoring etc. of webpage is commented
Valency parameter.
In step s 12, according to reading aspects, the attainment information for target reader is obtained.
Attainment information, represents the information about reading of target reader.Such as, when reading aspects bag
When including reading quantity, this attainment information can include that target reader's always reads quantity, it is also possible to includes
The respective reading quantity of each reading content.When reading aspects includes art, this attainment information can
To include the field involved by target reader reading content.When reading aspects includes evaluating,
This attainment information can include the evaluating of target reader reading content.
In another embodiment of the disclosure, the attainment information of acquisition can include attainment numerical value, i.e. uses
The form of numerical value carrys out the information about reading of performance goal reader.Wherein:
The reading number of correlation, i.e. target reader between attainment numerical value and the numerical value reading quantity
Measuring the biggest, the attainment numerical value of this target reader is the highest；
Correlation between attainment numerical value and the number of art, such as, target reader's 1
Reading content includes belonging to the reading content of field A and belonging to the reading content of field B, and target is read
The reading content of person 2 includes the reading content belonging to field A, then, the attainment of target reader 1
Numerical value is higher than the attainment numerical value of target reader 2；
Between attainment numerical value and evaluating height in the reading of correlation, i.e. target reader
The evaluating held is the highest, and the attainment numerical value of this target reader is the highest.
When reading aspects includes reading at least two in quantity, art and evaluating, attainment
Information can include three respectively represent the reading quantity of target reader reading content, art and
The attainment subnumber value of evaluating.Further, it is also possible to use the side that attainment subnumber value is weighted summation
Formula calculates attainment numerical value.The weight of correspondence is set for every kind of reading aspects in advance, then obtains each reading
The attainment subnumber value that feature is corresponding, is weighted summation, thus obtains attainment numerical value attainment subnumber value.
In step s 13, output attainment information.
Output attainment information, can be to use various suitable modes.It is, for example possible to use word output,
Demonstrate target reader read how many reading contents, reading content art, read in
The evaluating etc. held；Video frequency output attainment information can also be used, it is possible to use speech play attainment
Information.
In the present embodiment, it is contemplated that the content that user reads often can reflect the attainment of user, such as sees
The user of classical works is often some higher than the user's attainment seeing the network novel, therefore, is read by target
The reading aspects of reader's reading content, obtains and exports the attainment information about reading of target reader.
Achieve the reading aspects of reading content by considering target reader, to this target reader
Attainment make appropriate judge.
In another embodiment of the disclosure, when reading aspects includes the evaluating of reading content,
Multiple evaluatings of the multiple reading contents that can also be for acquisition process, to obtain an energy
Represent the objective appraisal parameter of the overall assessment of reading content.It is according to another exemplary as shown in Figure 2
The flow chart of a kind of method obtaining attainment information shown in embodiment, the method may comprise steps of:
In the step s 21, the respective evaluating of multiple reading contents of target reader is obtained.
When reading content is webpage, the evaluating of webpage can be PageRank value.PageRank,
It is translated into page rank, also known as ranking on the left of webpage rank, Google or Page ranking, is a kind of according to net
The technology that hyperlink mutual between Ye calculates, PageRank value is other webpages by pointing to this webpage
Embody the quality of this webpage.PageRank value is the highest, illustrates that the quality of the document is the highest.Except
PageRank value, it is also possible to use the Hilltop value of webpage, HITS value, TrustRank value etc. to characterize
The evaluating of web page quality.The guiding theory of HillTop algorithm is consistent with PageRank, all passes through
The quality and quantity that webpage is linked weighs the quality of webpage.HITS algorithm is according to the in-degree of a webpage
(pointing to the hyperlink of this webpage) and out-degree (pointing to other webpage from this webpage) weigh the weight of webpage
The property wanted, its most intuitively meaning be if the importance of a webpage is the highest, then his pointed webpage
Importance is the highest.TrustRank is " trust exponent ", and what it was weighed is website degree of belief in Google,
The TrustRank value of website is the highest, it is meant that Website quality is the highest.
When reading content is e-book, the evaluating of e-book can be such as the scoring of e-book.
In step S22: the evaluating obtained is weighted summation, it is thus achieved that objective appraisal parameter.
When using the mode of weighted sum, can first analyze reading content art, then from advance
In the weighted data arranged, obtain the weight that this field is corresponding, then by the evaluating of acquisition according to obtaining
The weight taken is weighted suing for peace, thus obtain the overall evaluation of expression target reader reading content
Objective appraisal parameter.
In step S23, according to objective appraisal parameter acquiring attainment information.
The attainment information of target reader can include the objective appraisal parameter obtained.Such as, to acquisition
After evaluating is weighted summation, the value obtained is 8.8, then the attainment information of target reader includes
Represent the value 8.8 of the overall evaluation of target reader reading content.
Further the value obtained after weighted sum can also be carried out quantization modulation according to default rule, point
Number is the most high-grade more high.In the attainment information of target reader can include representing that target reader has read
The grade of the overall evaluation held.
In step s 24, output attainment information.
Further, it is also possible to the attainment label that attainment information is generated as target reader exports.The most just
It is to say, the attainment information of target reader can be generated as the label of target reader, read with target
Person associates storage, can be made a look up target reader by label, statistics etc..
When not being directly obtained the evaluating of reading content, can be by reading content be carried out
Analyze, obtain the evaluating of reading content.It is to implement to illustrate according to another exemplary as shown in Figure 3
The flow chart of a kind of method obtaining attainment information gone out, the method may comprise steps of:
In step S31, obtain the reading content of target reader.
In step s 32: by recurrent neural networks model, reading content is carried out natural language processing,
Obtain the evaluating of reading content.
Recurrent neural networks model webpage, e-book content as input, can be to webpage, electronics
Book is evaluated.Use recurrent neural networks model purpose be set up from e-book, webpage text in
Hold to e-book, the mapping of the evaluation of webpage, be equivalent to give a mark automatically according to content of text.First,
Need to train a recurrent neural networks model, need training dataset, training dataset to include two parts:
Characteristic vector and labeled data.Characteristic vector can use the volume that the word of content of text uses 1-of-k
Code mode generates vector, and the labeled data of e-book can obtain from books scoring website, the mark of webpage
Note data can obtain from the pageview of webpage.Here, labeled data can also be quantized classification further,
It is divided into several grade.Different reading contents (e-book and webpage) can have different quantization sides
Formula, but finally will quantify on same yardstick, in order to it is uniformly processed.Obtain training data
After collection, it is possible to training recurrent neural networks model.In view of text data, there is secondary sequence, permissible
Use the method training of BPTT (Backpropagation Through Time propagates) along time reversal
Model.The recurrent neural networks model trained, the e-book that target reader has been read, webpage number
According to as input, it is possible to draw the score i.e. evaluating of e-book, webpage.
In step S33: evaluating is weighted summation, it is thus achieved that target quality parameter.
In step S34, according to objective appraisal parameter acquiring attainment information.
In step s 35, output attainment information.
In the present embodiment, when not getting the evaluating of reading content, utilize recurrent neural network
Model carries out natural language processing to reading content, thus gets the evaluating of reading content.
Method in above-described embodiment realizes in terminal unit.In other embodiments of the disclosure, on
State method all to realize in server side.The reading being obtained target reader reading content by server is special
Levy, and according to the reading aspects obtained, it is provided that the attainment information about reading of target reader.Service
When device obtains the reading aspects of target reader, the terminal unit that can carry out reading by target reader will
Reading aspects sends to server.
Following for disclosure device embodiment, may be used for performing method of disclosure embodiment.
Fig. 4 is the block diagram according to a kind of device obtaining attainment information shown in an exemplary embodiment, should
Device can pass through software, hardware or both be implemented in combination with become the some or all of of electronic equipment.
As shown in Figure 4, the device of this acquisition attainment information includes:
First acquisition module 41, is configured to obtain the reading aspects of target reader reading content, reads
Read feature include following at least one: read quantity, art and evaluating.
Reading content can include following in one or more: webpage and e-book.
The reading quantity of reading content can include that target reader's always reads quantity, i.e. includes target
The reading quantity of all reading contents of reader.The reading quantity of reading content can also include target
The respective reading quantity of each reading content that reader has read, or the reading number of all kinds of reading content
Amount, such as, the reading quantity of the e-book read and the reading quantity of webpage read.Read number
Amount can represent with the record of reading content and/or number of words.
The art of reading content, such as, can be novel class, magazine class, news category etc..Little
Say that class can be divided into again swordsman's class, biography class, finance and economic etc..Magazine class can also be divided into beauty treatment class,
Finance and economic, military class etc..In advance corresponding field weight can be set for each field.
The evaluating of reading content, such as, can include the scoring of e-book, the scoring etc. of webpage is commented
Valency parameter.
Second acquisition module 42, is configured to the reading aspects obtained according to the first acquisition module 41, obtains
Take the attainment information for target reader.
Attainment information, represents the information about reading of target reader.Such as, when reading aspects bag
When including reading quantity, this attainment information can include that target reader's always reads quantity, it is also possible to includes
The respective reading quantity of each reading content.When reading aspects includes art, this attainment information can
To include the field involved by target reader reading content.When reading aspects includes evaluating,
This attainment information can include the evaluating of target reader reading content.
In another embodiment of the disclosure, the attainment information that the second acquisition module 42 obtains can include element
Support numerical value, i.e. use the form of numerical value to carry out the information about reading of performance goal reader.Wherein:
The reading number of correlation, i.e. target reader between attainment numerical value and the numerical value reading quantity
Measuring the biggest, the attainment numerical value of this target reader is the highest；
Correlation between attainment numerical value and the number of art, such as, target reader's 1
Reading content includes belonging to the reading content of field A and belonging to the reading content of field B, and target is read
The reading content of person 2 includes the reading content belonging to field A, then, the attainment of target reader 1
Numerical value is higher than the attainment numerical value of target reader 2；
Between attainment numerical value and evaluating height in the reading of correlation, i.e. target reader
The evaluating held is the highest, and the attainment numerical value of this target reader is the highest.
When reading aspects includes reading at least two in quantity, art and evaluating, attainment
Information can include three respectively represent the reading quantity of target reader reading content, art and
The attainment subnumber value of evaluating.Further, it is also possible to use the side that attainment subnumber value is weighted summation
Formula calculates attainment numerical value.The weight of correspondence is set for every kind of reading aspects in advance, then obtains each reading
The attainment subnumber value that feature is corresponding, is weighted summation, thus obtains attainment numerical value attainment subnumber value.
Output module 43, is configured to export the attainment information that the second acquisition module 42 obtains.
Output attainment information, can be to use various suitable modes.It is, for example possible to use word output,
Demonstrate target reader read how many reading contents, reading content art, read in
The evaluating etc. held；Video frequency output attainment information can also be used, it is possible to use speech play attainment
Information.
In the present embodiment, by the reading aspects of target reader reading content, obtain and export target
The attainment information about reading of reader.Achieve in the reading by considering target reader
The reading aspects held, makes appropriate judge to the attainment of this target reader.
In another embodiment of the disclosure, when reading aspects includes the evaluating of reading content,
Multiple evaluatings of the multiple reading contents that can also be for acquisition process, to obtain an energy
Represent the objective appraisal parameter of the overall assessment of reading content.As it is shown in figure 5, the second acquisition module 42,
Including:
Calculating sub module 421, the evaluating being configured to obtain the first acquisition module 41 is weighted
Summation, obtains objective appraisal parameter；
When reading content is webpage, the evaluating of webpage can be PageRank value.PageRank,
It is translated into page rank, also known as ranking on the left of webpage rank, Google or Page ranking, is a kind of according to net
The technology that hyperlink mutual between Ye calculates, PageRank value is other webpages by pointing to this webpage
Embody the quality of this webpage.PageRank value is the highest, illustrates that the quality of the document is the highest.Except
PageRank value, it is also possible to use the Hilltop value of webpage, HITS value, TrustRank value etc. to characterize
The evaluating of web page quality.The guiding theory of HillTop algorithm is consistent with PageRank, all passes through
The quality and quantity that webpage is linked weighs the quality of webpage.HITS algorithm is according to the in-degree of a webpage
(pointing to the hyperlink of this webpage) and out-degree (pointing to other webpage from this webpage) weigh the weight of webpage
The property wanted, its most intuitively meaning be if the importance of a webpage is the highest, then his pointed webpage
Importance is the highest.TrustRank is " trust exponent ", and what it was weighed is website degree of belief in Google,
The TrustRank value of website is the highest, it is meant that Website quality is the highest.
When reading content is e-book, the evaluating of e-book can be such as the scoring of e-book.
When using the mode of weighted sum, can first analyze reading content art, then from advance
In the weighted data arranged, obtain the weight that this field is corresponding, then by the evaluating of acquisition according to obtaining
The weight taken is weighted suing for peace, thus obtain the overall evaluation of expression target reader reading content
Objective appraisal parameter.
Obtain submodule 422, be configured to the objective appraisal parameter according to calculating sub module 421 obtains and obtain
Take attainment information.
The attainment information of target reader can include the objective appraisal parameter obtained.Such as, to acquisition
After evaluating is weighted summation, the value obtained is 8.8, then the attainment information of target reader includes
Represent the value 8.8 of the overall evaluation of target reader reading content.
Further according to default rule, the value obtained after weighted sum can also be carried out classification, mark is more
High-grade the highest.The attainment information of target reader can include representing target reader reading content
The grade of the overall evaluation.
When not being directly obtained the evaluating of reading content, can be by reading content be carried out
Analyze, obtain the evaluating of reading content.As shown in Figure 6, the first acquisition module 41, including:
Obtain evaluating submodule 411, be configured to recurrent neural networks model interior to reading
Hold and carry out natural language processing, obtain evaluating.
Recurrent neural networks model webpage, e-book content as input, can be to webpage, electronics
Book is evaluated.Use recurrent neural networks model purpose be set up from e-book, webpage text in
Hold to e-book, the mapping of the evaluation of webpage, be equivalent to give a mark automatically according to content of text.First,
Need to train a recurrent neural networks model, need training dataset, training dataset to include two parts:
Characteristic vector and labeled data.Characteristic vector can use the volume that the word of content of text uses 1-of-k
Code mode generates vector, and labeled data can obtain from books scoring website, and the labeled data of webpage can
To obtain from the pageview of webpage.After obtaining training dataset, it is possible to training recurrent neural network mould
Type.In view of text data, there is secondary sequence, BPTT (Backpropagation Through can be used
Time, along time reversal propagate) method training pattern.The recurrent neural networks model trained, will
E-book that target reader has read, e-magazine, web data are as input, it is possible to draw electricity
The philosophical works, e-magazine, the score i.e. evaluating of webpage.
In another embodiment of the disclosure, as it is shown in fig. 7, output module 43, including:
Output label submodule 431, for being generated as mesh by the attainment information that the second acquisition module 42 obtains
The attainment label of mark reader exports.
It is to say, the attainment information of target reader can be generated as the label of target reader, with
Target reader associates storage, can be made a look up target reader by label, statistics etc..
The disclosure also provides for a kind of device obtaining attainment information, including:
Processor；
It is configured to store the memorizer of processor executable；
Wherein, processor is configured to:
Obtain target reader reading content reading aspects, reading aspects include following at least one:
Read quantity, art and evaluating；
According to reading aspects, obtain the attainment information for target reader；
Output attainment information.
About the device in above-described embodiment, the concrete mode that wherein modules performs to operate is having
Close in the embodiment of the method and be described in detail, explanation will be not set forth in detail herein.
Fig. 8 is according to a kind of device 800 for obtaining attainment information shown in an exemplary embodiment
Block diagram.Such as, device 800 can be mobile phone, computer, digital broadcast terminal, information receiving and transmitting
Equipment, game console, tablet device, armarium, body-building equipment, personal digital assistant etc..
With reference to Fig. 8, device 800 can include following one or more assembly: processes assembly 802, storage
Device 804, power supply module 806, multimedia groupware 808, audio-frequency assembly 810, input/output (I/O)
Interface 812, sensor cluster 814, and communications component 816.
Process assembly 802 and generally control the integrated operation of device 800, such as with display, call,
The operation that data communication, camera operation and record operation are associated.Process assembly 802 and can include one
Or multiple processor 820 performs instruction, to complete all or part of step of above-mentioned method.Additionally,
Process assembly 802 and can include one or more module, it is simple to process between assembly 802 and other assemblies
Mutual.Such as, process assembly 802 and can include multi-media module, to facilitate multimedia groupware 808
And process between assembly 802 mutual.
Memorizer 804 is configured to store various types of data to support the operation at equipment 800.This
The example of a little data includes any application program for operation on device 800 or the instruction of method, connection
It is personal data, telephone book data, message, picture, video etc..Memorizer 804 can be by any type
Volatibility or non-volatile memory device or combinations thereof realize, such as static RAM
(SRAM), Electrically Erasable Read Only Memory (EEPROM), erasable programmable is read-only to be deposited
Reservoir (EPROM), programmable read only memory (PROM), read only memory (ROM), magnetic is deposited
Reservoir, flash memory, disk or CD.
The various assemblies that power supply module 806 is device 800 provide electric power.Power supply module 806 can include
Power-supply management system, one or more power supplys, and other with generate for device 800, manage and distribute electricity
The assembly that power is associated.
The screen of one output interface of offer that multimedia groupware 808 is included between device 800 and user.
In certain embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).As
Really screen includes that touch panel, screen may be implemented as touch screen, to receive the input letter from user
Number.Touch panel includes that one or more touch sensor touches with sensing, slides and on touch panel
Gesture.Touch sensor can not only sense touch or the border of sliding action, but also detect and touch
Or slide relevant persistent period and pressure.In certain embodiments, multimedia groupware 808 includes
One front-facing camera and/or post-positioned pick-up head.When equipment 800 is in operator scheme, such as screening-mode or
During video mode, front-facing camera and/or post-positioned pick-up head can receive the multi-medium data of outside.Each
Front-facing camera and post-positioned pick-up head can be a fixing optical lens system or have focal length and optics
Zoom capabilities.
Audio-frequency assembly 810 is configured to output and/or input audio signal.Such as, audio-frequency assembly 810 wraps
Include a mike (MIC), when device 800 is in operator scheme, as call model, logging mode and
During speech recognition mode, mike is configured to receive external audio signal.The audio signal received can
To be further stored at memorizer 804 or to send via communications component 816.In certain embodiments,
Audio-frequency assembly 810 also includes a speaker, is used for exporting audio signal.
I/O interface 812 provides interface, above-mentioned periphery for processing between assembly 802 and peripheral interface module
Interface module can be keyboard, puts striking wheel, button etc..These buttons may include but be not limited to: homepage is pressed
Button, volume button, start button and locking press button.
Sensor cluster 814 includes one or more sensor, for providing various aspects for device 800
State estimation.Such as, what sensor cluster 814 can detect equipment 800 opens/closed mode,
The relative localization of assembly, such as assembly are display and the keypad of device 800, sensor cluster 814
Can also detect device 800 or the position change of 800 1 assemblies of device, user contacts with device 800
Presence or absence, device 800 orientation or acceleration/deceleration and the variations in temperature of device 800.Sensor
Assembly 814 can include proximity transducer, is configured to detect when not having any physical contact attached
The existence of nearly object.Sensor cluster 814 can also include optical sensor, as CMOS or CCD schemes
As sensor, for using in imaging applications.In certain embodiments, this sensor cluster 814 is also
Acceleration transducer, gyro sensor, Magnetic Sensor, pressure transducer or temperature sensing can be included
Device.
Communications component 816 is configured to facilitate wired or wireless mode between device 800 and other equipment
Communication.Device 800 can access wireless network based on communication standard, such as WiFi, 2G or 3G, or
Combinations thereof.In one exemplary embodiment, communication component 816 via broadcast channel receive from
The broadcast singal of external broadcasting management system or broadcast related information.In one exemplary embodiment, logical
Letter parts 816 also include near-field communication (NFC) module, to promote junction service.Such as, at NFC
Module can be based on RF identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra broadband (UWB)
Technology, bluetooth (BT) technology and other technologies realize.
In the exemplary embodiment, device 800 can be by one or more application specific integrated circuits
(ASIC), digital signal processor (DSP), digital signal processing appts (DSPD), able to programme patrol
Collect device (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor
Or other electronic components realize, it is used for performing said method.
In the exemplary embodiment, a kind of non-transitory computer-readable storage including instruction is additionally provided
Medium, such as, include the memorizer 804 of instruction, and above-mentioned instruction can be held by the processor 820 of device 800
Row is to complete said method.Such as, non-transitory computer-readable recording medium can be ROM, with
Machine access memorizer (RAM), CD-ROM, tape, floppy disk and optical data storage devices etc..
A kind of non-transitory computer-readable recording medium, when the instruction in storage medium is by mobile terminal
When processor performs so that mobile terminal is able to carry out a kind of method obtaining attainment information, and method includes:
Obtain target reader reading content reading aspects, reading aspects include following at least one:
Read quantity, art and evaluating；
According to reading aspects, obtain the attainment information for target reader；
Output attainment information.
Optionally, reading aspects includes evaluating；
According to reading aspects, obtain the attainment information for target reader, including:
Evaluating is weighted summation, obtains objective appraisal parameter；
According to objective appraisal parameter acquiring attainment information.
Optionally, obtain the reading aspects of target reader reading content, including:
By recurrent neural networks model, reading content is carried out natural language processing, obtain evaluating.
Optionally, export attainment information, including:
The attainment label that attainment information is generated as target reader exports.
Optionally, attainment information includes attainment numerical value；
Correlation between attainment numerical value and the numerical value reading quantity；
Correlation between attainment numerical value and the size of art；
Correlation between attainment numerical value and evaluating height.
Optionally, reading content include following in one or more: webpage and e-book.
Fig. 9 is according to a kind of device 1900 for obtaining attainment information shown in an exemplary embodiment
Block diagram.Such as, device 1900 may be provided in a network equipment.
With reference to Fig. 9, device 1900 includes processing assembly 1922, and it farther includes one or more process
Device, and by the memory resource representated by memorizer 1932, can be by processing component 1922 for storage
The instruction of execution, such as application program.In memorizer 1932, the application program of storage can include one
Or more than one each corresponding to one group instruction module.It is configured to additionally, process assembly 1922
Perform instruction, with the method performing above-mentioned acquisition attainment information.
Device 1900 can also include that a power supply module 1926 is configured to perform the power supply of device 1900
Management, a wired or wireless network interface 1950 is configured to device 1900 is connected to network, and
One input and output (I/O) interface 1958.Device 1900 can operate based on being stored in memorizer 1932
Operating system, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM,
FreeBSDTM or similar.
Those skilled in the art, after considering description and putting into practice disclosure disclosed herein, will readily occur to this
Other embodiment disclosed.The application is intended to any modification, purposes or the adaptability of the disclosure
Change, these modification, purposes or adaptations are followed the general principle of the disclosure and include these public affairs
Open undocumented common knowledge in the art or conventional techniques means.Description and embodiments only by
Being considered as exemplary, the true scope of the disclosure and spirit are pointed out by claim below.
It should be appreciated that the disclosure be not limited to described above and illustrated in the accompanying drawings accurately
Structure, and various modifications and changes can carried out without departing from the scope.The scope of the present disclosure is only by institute
Attached claim limits.
Claims (13)
1. the method obtaining attainment information, it is characterised in that including:
Obtaining the reading aspects of target reader reading content, described reading aspects includes following at least one
: read quantity, art and evaluating；
According to described reading aspects, obtain the attainment information for described target reader；
Export described attainment information.
Method the most according to claim 1, it is characterised in that described reading aspects includes institute's commentary
Valency parameter；
Described according to described reading aspects, obtain the attainment information for described target reader, including:
Described evaluating is weighted summation, obtains objective appraisal parameter；
According to attainment information described in described objective appraisal parameter acquiring.
Method the most according to claim 1, it is characterised in that described acquisition target reader reads
Read the reading aspects of content, including:
By recurrent neural networks model, described reading content is carried out natural language processing, obtain described
Evaluating.
Method the most according to claim 1, it is characterised in that
Described output described attainment information, including:
The attainment label that described attainment information is generated as described target reader is exported.
Method the most according to claim 1, it is characterised in that described attainment information includes attainment number
Value；
Correlation between the numerical value of described attainment numerical value and described reading quantity；
Correlation between described attainment numerical value and the number of described art；
Correlation between described attainment numerical value and described evaluating height.
Method the most according to claim 1, it is characterised in that described reading content includes following
In one or more: webpage and e-book.
7. the device obtaining attainment information, it is characterised in that including:
First acquisition module, for obtaining the reading aspects of target reader reading content, described reading
Feature include following at least one: read quantity, art and evaluating；
Second acquisition module, for the described reading aspects obtained according to described first acquisition module, obtains
Attainment information for described target reader；
Output module, for exporting the described attainment information that described second acquisition module obtains.
Device the most according to claim 7, it is characterised in that described first acquisition module obtains
Reading aspects includes described evaluating；
Described second acquisition module, including:
Calculating sub module, is weighted asking for the described evaluating obtaining described first acquisition module
With, obtain objective appraisal parameter；
Obtain submodule, for the described objective appraisal parameter acquiring institute obtained according to described calculating sub module
State attainment information.
Device the most according to claim 7, it is characterised in that described first acquisition module, including:
Obtain evaluating submodule, for described reading content being entered by recurrent neural networks model
Row natural language processing, obtains described evaluating.
Device the most according to claim 7, it is characterised in that described output module, including:
Output label submodule, for being generated as the described attainment information that described second acquisition module obtains
The attainment label of described target reader exports.
11. devices according to claim 7, it is characterised in that described second acquisition module obtains
Described attainment information include attainment numerical value；
In just between the numerical value of the described reading quantity that described attainment numerical value and described first acquisition module obtain
Dependency relation；
It is proportionate between the size of the art that described attainment numerical value and described first acquisition module obtain
Relation；
In positive between the described evaluating height that described attainment numerical value and described first acquisition module obtain
Pass relation.
12. devices according to claim 7, it is characterised in that described reading content include with
One or more in Xia: webpage and e-book.
13. 1 kinds of devices obtaining attainment information, including:
Processor；
For storing the memorizer of processor executable；
Wherein, described processor is configured to:
Obtaining the reading aspects of target reader reading content, described reading aspects includes following at least one
: read quantity, art and evaluating；
According to described reading aspects, obtain the attainment information for described target reader；
Export described attainment information.
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| CN201610174125.5A CN105868302A (en) | 2016-03-24 | 2016-03-24 | A method and a device for obtaining accomplishment information |
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Cited By (1)
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| CN108549685A (en) * | 2018-04-08 | 2018-09-18 | 武志学 | Behavior analysis method, device, system and readable storage medium storing program for executing |
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