CN107657030A - Collect method, apparatus, terminal device and storage medium that user reads data - Google Patents
Collect method, apparatus, terminal device and storage medium that user reads data Download PDFInfo
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- CN107657030A CN107657030A CN201710896298.2A CN201710896298A CN107657030A CN 107657030 A CN107657030 A CN 107657030A CN 201710896298 A CN201710896298 A CN 201710896298A CN 107657030 A CN107657030 A CN 107657030A
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- Prior art keywords
- reading
- read
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
Abstract
The invention discloses a kind of method collected user and read data, comprise the following steps:Receive the reading data of every from each user terminal electron reading for completing to read;Preserve the reading data of each user terminal;The average reading duration of the electron reading is obtained according to all reading data of same electron reading;According to the averagely reading duration difference Producing reason averagely read duration and analyze the user terminal.The invention also discloses a kind of device, terminal device and storage medium collected user and read data, server can be made to obtain the reading data that each user reads an electron reading exactly, and it can be calculated and be analyzed according to the reading data, it is adjusted come the reading content to the electron reading or reading plate, effectively improves the experience sense of user.
Description
Technical field
The present invention relates to digital reading technical field, more particularly to a kind of method, apparatus for collecting user's reading data, end
End equipment and storage medium.
Background technology
With the development of digital publishing industry and the popularization of intelligent mobile terminal, digital money is read using digital device
Source is gradually accepted by the public, and application is also more and more extensive, and more and more users are also accustomed to online reading newspaper, news, e-book
Deng digital publishing resource.
With the rapid development of science and technology, requirement more and more higher of the people to online reading, the requirement to user experience
More and more higher.Because the reading purpose of each user and content interested are different from, for same electron reading, have
User reads in detail, and reading is very slow, and some users are then directly to browse and mistake rapidly.It is simply simple to carry out book contents page
Display allows user to read no longer meet demand.
The content of the invention
In view of the above-mentioned problems, it is an object of the invention to provide a kind of method, apparatus, terminal collected user and read data
Equipment and storage medium, future, the reading data of user terminal were stored, and were then entered in the reading data needed for extraction
Average reading duration is calculated in row, by calculating and analyzing, server can be made to obtain the reading letter of each user exactly
Breath.
In order to solve the above technical problems, the invention provides a kind of method collected user and read data, it is including following
Step:
Receive the reading data of every from each user terminal electron reading for completing to read;
Preserve the reading data of each user terminal;
The average reading duration of the electron reading is obtained according to all reading data of same electron reading;
According to the averagely reading duration difference Producing reason averagely read duration and analyze the user terminal.
Preferably, the completion reading read user of the data including the user terminal and read the electron reading
Duration.
Further, all data of reading according to same electron reading obtain the flat of the electron reading
Duration is read, is specifically included:
Duration is read in the whole completion for extracting same electron reading;
According to the average reading duration completed reading duration and obtain reading the electron reading.
Further, it is described according to the user's reading duration difference production averagely read duration and analyze the user terminal
The reason for raw, specifically include:
Set the standard value that each electron reading averagely reads duration;
The duration of averagely reading of one electron reading is contrasted with the corresponding standard value;
If the duration of averagely reading is more than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is long time span;
If the duration of averagely reading is less than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is too short time span;
If the absolute value of the difference for averagely reading duration and the standard value is no more than specific threshold, described in mark
The reading stay time of electron reading is normal time span;
Duration difference Producing reason is averagely read according to the reading stay time analysis is described.
Further, duration difference Producing reason is averagely read according to the reading stay time analysis is described described
Afterwards, in addition to:
It is adjusted according to reading plate of the reason to the electron reading and reading content.
Preferably, according to the user terminal read electron reading the completion read duration and with the electronics
It is described corresponding to reading matter averagely to read level of interest of the user to the electron reading that duration judges the user terminal.
Further, draw the user to the preference for the electron reading do not read, root according to the level of interest
It is adjusted according to reading plan of the preference to the user.
Present invention also offers a kind of device collected user and read data, including:
Data reception module, the reading number of every for receiving from each user terminal electron reading for completing to read
According to;
Memory module, for preserving the reading data of each user terminal;
Computing module, for obtaining the flat of the electron reading according to all data of reading of same electron reading
Read duration;
First data analysis module, averagely read for analyzing the described of user terminal according to the averagely reading duration
Read duration difference Producing reason.
Present invention also offers a kind of terminal device, including processor, memory and be stored in the memory and
It is configured as, by the computer program of the computing device, realizing above-mentioned described in the computing device during computer program
The method collected user and read data described in meaning one.
Present invention also offers a kind of computer-readable recording medium, it is characterised in that the computer-readable storage medium
Matter includes the computer program of storage, wherein, control the computer-readable recording medium when the computer program is run
Place equipment performs the method collected user and read data described in above-mentioned any one.
The invention provides a kind of method, apparatus, terminal device and storage medium collected user and read data, will come from
The reading data of user terminal are stored, and then in the reading data needed for extraction carry out that average reading duration is calculated,
The averagely reading duration difference Producing reason is analyzed, server can be made to obtain the reading information of each user exactly.
Brief description of the drawings
In order to illustrate more clearly of technical scheme, the required accompanying drawing used in embodiment will be made below
Simply introduce, it should be apparent that, drawings in the following description are only some embodiments of the present invention, general for this area
For logical technical staff, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is the schematic flow sheet for the method that a kind of collection user that first embodiment of the invention provides reads data.
Fig. 2 is the schematic flow sheet for the method that a kind of collection user that second embodiment of the invention provides reads data.
Fig. 3 is the structural representation for the device that a kind of collection user that fifth embodiment of the invention provides reads data.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made
Embodiment, belong to the scope of protection of the invention.
Referring to Fig. 1, first embodiment of the invention provides a kind of method collected user and read data, it can take
Perform, and comprise the following steps on business device:
S10, receive the reading data of every from each user terminal electron reading for completing to read.
In embodiments of the present invention, the user that the reading data include the user terminal reads the electron reading
Completion read duration.
In embodiments of the present invention, the electron reading can be that the network to have finished is published in instalments books, can also do not made
It is made the published book of e-book.There is the contents such as word, picture or the symbol read for user in book contents page.As showing
Example, when the user terminal detects that user reads the event of books, the user is spent on the books
Duration (complete read duration) be sent to server, the server, which then receives, described to be completed to read duration.It is appreciated that
, server can receive the completion from all user terminals and read duration.
S20, preserve the reading data of each user terminal.
In embodiments of the present invention, it is to be understood that the reading duration of completing can refer to one or more users' ends
Duration is read in multiple completions that the user at end reads different books.As an example, the server receive it is all
It is described to complete to be arranged, it is necessary to which the completion is read into duration after reading duration, it can be arranged according to different books, i.e.,
Multiple user terminals will produce multiple completions and read duration when reading same books, each user terminal is read
It can be identical or different that duration is read in the completions of complete same books.The server will be described complete
After being arranged into reading duration, duration is read into the completion after arrangement and preserved into the database of the server, side
Just extract or calculated.
S30, when obtaining the average reading of the electron reading according to all reading data of same electron reading
It is long.
Specifically, duration is read in the whole completion for extracting same electron reading;
According to the average reading duration completed reading duration and obtain reading the electron reading.
In embodiments of the present invention, as an example it is supposed that the server saves the first books in the database
M complete read duration, the server by described M complete reading duration added up, it is total to obtain first books
Reading duration, total reading duration is divided by with M, then obtains the average reading duration of first books.Certainly, institute
Stating server can also obtain described averagely reading duration by different computational methods.
S40, according to caused by the averagely reading duration analyzes the averagely reading duration difference of the user terminal
Reason.
Specifically, the standard value that each electron reading averagely reads duration is set;
The duration of averagely reading of one electron reading is contrasted with the corresponding standard value;
If the duration of averagely reading is more than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is long time span;
If the duration of averagely reading is less than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is too short time span;
If the absolute value of the difference for averagely reading duration and the standard value is no more than specific threshold, described in mark
The reading stay time of electron reading is normal time span;
Duration difference Producing reason is averagely read according to the reading stay time analysis is described.
In embodiments of the present invention, as an example, the server presets the first books averagely read duration
One standard value, by the average reading duration for the first books being calculated compared with the first standard value, if the first books
Averagely read duration and be far longer than the first standard value, then can determine to need to spend much when most of users read the first books
Time, then the reason for the first books need to take a long time is analyzed, for example, reason is the reading content of first books
Indigestion.If the average reading duration of the first books is far smaller than the first standard value, it can determine that most of users are readding
The time for reading to spend during the first books is seldom, then the reason for the first books only need to spend little time is analyzed, for example, reason is
The typesetting of first books does not meet the reading habit of user, causes user directly to skip book contents.If the first books
Averagely read duration and the first standard value is more or less the same or in a normal scope, then can determine most of users
The first books are all read with normal reading rate.
The embodiments of the invention provide it is a kind of collect user read data method, future user terminal reading data
Stored, then in the reading data needed for extraction carry out that average reading duration is calculated, can be with by calculating and analyzing
Server is set to obtain the reading information of each user exactly.
Second embodiment of the invention:
Referring to Fig. 2, on the basis of one embodiment, described described flat according to the reading stay time analysis
After reading duration difference Producing reason, in addition to:
S50, it is adjusted according to reading plate of the reason to the electron reading and reading content.
In embodiments of the present invention, as an example it is supposed that by analysis, most of users, which read the first books, to be needed to spend
The reason for some time is the reading content indigestion because first books, when causing user's reading first books
The content for spending more times to go to understand in books is needed, then can be added on read interface to more difficult in first books
The explanation or parsing of the sentence or paragraph of understanding, so that user should be readily appreciated that the content of the first books.Certainly, it is assumed that through undue
Analysis, most of users read the reason for the first books only need and spend little time be the first books typesetting it is inappropriate, such as
Word is too small, line-spacing is too compact etc., causes user directly to be browsed when reading first books and cross or even be to skip, then needs
The typesetting of first books is subjected to appropriate adjustment to meet the reading habit of most of users.Can be with intelligible,
If the average reading duration of the first books is in a normal range (NR), first books need not be adjusted.
By the above-mentioned means, by analyzing the duration difference Producing reason of averagely reading come the reading content to books
And read plate and be adjusted, high-quality reading content can be provided the user, improves the experience sense of user.
Third embodiment of the invention:
On the basis of one embodiment, in addition to:
According to the user terminal read electron reading the completion read duration and with the electron reading pair
The averagely reading duration answered judges level of interest of the user to the electron reading of the user terminal.
In embodiments of the present invention, as an example it is supposed that the server detects that the user of the first user terminal reads
The completion reading duration of complete first books is far smaller than corresponding with first books averagely to read duration, it may be determined that first
The user of user terminal reads the time that first books are spent and reads first books far less than most of users
The time spent, then it can illustrate that the user of first user terminal is not high to the level of interest of first books.Can
What it is with understanding is, it is assumed that duration and first books are read in the completion that the user of the user terminal reads the first books
The difference of average reading time is in normal range (NR), then illustrates that the user terminal will not to the content of first books
It is interested.Certainly, it is assumed that the completion that the user of the user terminal reads the first books reads duration and is far longer than described the
The average reading duration of one books, then it can determine that the user of the user terminal takes very on first books are read
For a long time, then it can illustrate that the user of the user terminal is higher to the level of interest of first books.
Fourth embodiment of the invention:
On the basis of the 3rd embodiment, in addition to:
The user is drawn to the preference for the electron reading do not read according to the level of interest, according to the preference
Reading plan of the degree to the user is adjusted.
In embodiments of the present invention, as an example it is supposed that by analysis, the user of the first user terminal is to the first books
Level of interest is not high, then the user of first user terminal can be determined for other books similar to the first book contents
Level of interest also will not be high, i.e., the user of described first user terminal to the preference of other types or the books of content more
Height, then the reading of user of described other books similar to the first book contents from first user terminal is deleted in the works
Remove or change into other books different from the first books type.Certainly, it is assumed that by analysis, the use of the first user terminal
Family has very high level of interest to the first books, i.e., the very big possibility of user of described first user terminal can prefer and institute
State that the first book contents are similar or the books of same type, then can be by a system similar to first book contents or type
Row article or books recommend the user of first user terminal, or the reading meter of the user in first user terminal
The series of articles or books similar to first book contents or type are added in drawing.
By the above-mentioned means, draw user to the preference for the electron reading do not read, root according to the level of interest
It is adjusted, the possible article interested of user or books can also be recommended according to reading plan of the preference to user
To user, the experience sense of user can be effectively improved, so as to attract more users.
Referring to Fig. 3, fifth embodiment of the invention additionally provides a kind of device collected user and read data, including:
Data reception module 10, the reading of every for receiving from each user terminal electron reading for completing to read
Data;
Memory module 20, for preserving the reading data of each user terminal;
Computing module 30, for obtaining the electron reading according to all reading data of same electron reading
Averagely read duration;
First data analysis module 40, for analyzing the described average of the user terminal according to the duration of averagely reading
Read duration difference Producing reason.
Preferably, the completion reading read user of the data including the user terminal and read the electron reading
Duration.
Further, the computing module 30 specifically includes:
Duration is read in extraction unit, the whole completion for extracting same electron reading;
Computing unit, when obtaining reading the average reading of the electron reading for reading duration according to the completion
It is long.
Further, the data analysis module 40 specifically includes:
Standard value setup unit, the standard value of duration is averagely read for setting each electron reading;
Comparison unit, for duration and the corresponding standard value of averagely reading of electron reading to be carried out pair
Than;
First analytic unit, for former according to caused by the reading stay time analysis averagely reading duration difference
Cause.
Further, the comparison unit is additionally operable to,
If the duration of averagely reading is more than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is long time span;
If the duration of averagely reading is less than the standard value and when both absolute values of difference exceed specific threshold, mark
The reading stay time for remembering the electron reading is too short time span;
If the absolute value of the difference for averagely reading duration and the standard value is no more than specific threshold, described in mark
The reading stay time of electron reading is normal time span.
Further, first analytic unit is additionally operable to, according to reading plate of the reason to the electron reading
And reading content is adjusted.
Preferably, the second data analysis module is used for, according to the user terminal reads an electron reading
Complete to read duration and the duration of averagely reading corresponding with the electron reading judges the user of the user terminal to described
The level of interest of electron reading.
Further, the second analytic unit is used for, and draws the user to the electronics do not read according to the level of interest
The preference of reading matter, it is adjusted according to reading plan of the preference to the user.
Sixth embodiment of the invention additionally provides a kind of terminal device collected user and read data.The collection of the embodiment
The terminal device that user reads data includes:Processor, display, memory and it is stored in the survival wherein and can be
The computer program run on the processor, such as collect the program that user reads data.Meter described in the computing device
The step in above-mentioned each embodiment for collecting the method that user reads data, such as the step shown in Fig. 1 are realized during calculation machine program
Rapid S10.Or the function of each unit in above-mentioned each device embodiment is realized described in the computing device during computer program,
Such as the data reception module 10 shown in Fig. 3.
Exemplary, the computer program can be divided into one or more modules, one or more of moulds
Block is stored in the memory, and by the computing device, to complete the present invention.One or more of modules can be with
It is the series of computation machine programmed instruction section that can complete specific function, the instruction segment is used to describe the computer program in institute
State the implementation procedure in the terminal device for collecting user's reading data.
The terminal device for collecting user's reading data can be desktop PC, notebook, palm PC and cloud
Hold the computing devices such as server.The terminal device for collecting user's reading data may include, but be not limited only to, and processor, deposit
Reservoir, display.It will be understood by those skilled in the art that the schematic diagram is only to collect the terminal device that user reads data
Example, do not form to collect user read data terminal device restriction, can include than illustrate it is more or less
Part, either combine some parts or different parts, for example, it is described collect user read the terminal devices of data can be with
Including input-output equipment, network access equipment, bus etc..
Alleged processor can be CPU (Central Processing Unit, CPU), can also be it
His general processor, digital signal processor (Digital Signal Processor, DSP), application specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other PLDs, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor can also be any conventional processor
It is the control centre for the terminal device that the collection user reads data Deng, the processor, utilizes various interfaces and circuit to connect
Connect the whole various pieces collected user and read the terminal device of data.
The memory can be used for storing the computer program and/or module, and the processor is by running or performing
The computer program and/or module being stored in the memory, and the data being stored in memory are called, described in realization
Collect the various functions that user reads the terminal device of data.The memory can mainly include storing program area and data storage
Area, wherein, storing program area can storage program area, needed at least one function application program (such as sound-playing function,
Text conversion function etc.) etc.;Storage data field can store uses created data (such as voice data, text according to mobile phone
Word message data etc.) etc..In addition, memory can include high-speed random access memory, non-volatile memories can also be included
Device, such as hard disk, internal memory, plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure
Digital, SD) card, flash card (Flash Card), at least one disk memory, flush memory device or other volatibility are consolidated
State memory device.
Wherein, if described collect user and read the integrated module of terminal device of data in the form of SFU software functional unit
Realize and be used as independent production marketing or in use, can be stored in a computer read/write memory medium.Based on this
The understanding of sample, the present invention realize all or part of flow in above-described embodiment method, can also referred to by computer program
Related hardware is made to complete, described computer program can be stored in a computer-readable recording medium, the computer journey
Sequence when being executed by processor, can be achieved above-mentioned each embodiment of the method the step of.Wherein, the computer program includes calculating
Machine program code, the computer program code can be source code form, object identification code form, executable file or it is some in
Between form etc..The computer-readable medium can include:Any entity or dress of the computer program code can be carried
Put, recording medium, USB flash disk, mobile hard disk, magnetic disc, CD, computer storage, read-only storage (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), electric carrier signal, telecommunication signal and software
Distribution medium etc..It should be noted that the content that includes of the computer-readable medium can be according to making laws in jurisdiction
Appropriate increase and decrease is carried out with the requirement of patent practice, such as in some jurisdictions, according to legislation and patent practice, computer
Computer-readable recording medium does not include electric carrier signal and telecommunication signal.
It should be noted that device embodiment described above is only schematical, wherein described be used as separating component
The unit of explanation can be or may not be physically separate, can be as the part that unit is shown or can also
It is not physical location, you can with positioned at a place, or can also be distributed on multiple NEs.Can be according to reality
Need to select some or all of module therein to realize the purpose of this embodiment scheme.In addition, device provided by the invention
In embodiment accompanying drawing, the annexation between module represents there is communication connection between them, specifically can be implemented as one or
A plurality of communication bus or signal wire.Those of ordinary skill in the art are without creative efforts, you can to understand
And implement.
Described above is the preferred embodiment of the present invention, it is noted that for those skilled in the art
For, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications are also considered as
Protection scope of the present invention.
Claims (10)
- A kind of 1. method collected user and read data, it is characterised in that including:Receive the reading data of every from each user terminal electron reading for completing to read;Preserve the reading data of each user terminal;The average reading duration of the electron reading is obtained according to all reading data of same electron reading;According to the averagely reading duration difference Producing reason averagely read duration and analyze the user terminal.
- 2. the method according to claim 1 collected user and read data, it is characterised in thatThe completion reading duration read user of the data including the user terminal and read the electron reading.
- 3. the method according to claim 2 collected user and read data, it is characterised in that described according to same electronics All reading data of reading matter obtain the average reading duration of the electron reading, specifically include:Duration is read in the whole completion for extracting same electron reading;According to the average reading duration completed reading duration and obtain reading the electron reading.
- 4. the method according to claim 3 collected user and read data, it is characterised in that described averagely to be read according to described User's reading duration difference Producing reason that duration analyzes the user terminal is read, is specifically included:Set the standard value that each electron reading averagely reads duration;The duration of averagely reading of one electron reading is contrasted with the corresponding standard value;If the duration of averagely reading is more than the standard value and when both absolute values of difference exceed specific threshold, mark institute The reading stay time for stating electron reading is long time span;If the duration of averagely reading is less than the standard value and when both absolute values of difference exceed specific threshold, mark institute The reading stay time for stating electron reading is too short time span;If the absolute value of the difference for averagely reading duration and the standard value is no more than specific threshold, the electronics is marked The reading stay time of reading matter is normal time span;Duration difference Producing reason is averagely read according to the reading stay time analysis is described.
- 5. the method according to claim 4 collected user and read data, it is characterised in that described according to the reading After the stay time analysis averagely reading duration difference Producing reason, in addition to:It is adjusted according to reading plate of the reason to the electron reading and reading content.
- 6. the method according to claim 3 collected user and read data, it is characterised in that also include:Duration and corresponding with the electron reading is read in the completion that electron reading is read according to the user terminal It is described averagely to read level of interest of the user to the electron reading that duration judges the user terminal.
- 7. the method according to claim 6 collected user and read data, it is characterised in that also include:The user is drawn to the preference for the electron reading do not read according to the level of interest, according to the preference Reading plan to the user is adjusted.
- A kind of 8. device collected user and read data, it is characterised in that including:Data reception module, the reading data of every for receiving from each user terminal electron reading for completing to read;Memory module, for preserving the reading data of each user terminal;Computing module, read for obtaining being averaged for the electron reading according to all reading data of same electron reading Read duration;First data analysis module, for according to it is described averagely read duration and analyze the user terminal described and averagely read when Long difference Producing reason.
- 9. a kind of terminal device, including processor, memory and it is stored in the memory and is configured as by described The computer program that device performs is managed, is realized described in the computing device during computer program as any one in claim 1 to 7 The method collected user and read data described in.
- 10. a kind of computer-readable recording medium, it is characterised in that the computer-readable recording medium includes the calculating of storage Machine program, wherein, equipment where controlling the computer-readable recording medium when the computer program is run is performed as weighed Profit requires the method collected user and read data described in any one in 1 to 7.
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CN110096644A (en) * | 2019-04-19 | 2019-08-06 | 北京点众科技股份有限公司 | A kind of recommended method and device of e-book |
CN111435525A (en) * | 2019-01-15 | 2020-07-21 | 北京字节跳动网络技术有限公司 | Reading plan determining method, device, equipment, server and storage medium |
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