CN107833093A - It is determined that read the method, apparatus and storage medium of recommendation order - Google Patents
It is determined that read the method, apparatus and storage medium of recommendation order Download PDFInfo
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- CN107833093A CN107833093A CN201711023890.8A CN201711023890A CN107833093A CN 107833093 A CN107833093 A CN 107833093A CN 201711023890 A CN201711023890 A CN 201711023890A CN 107833093 A CN107833093 A CN 107833093A
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Abstract
The invention discloses a kind of method for determining to read recommendation order, including：Obtain the reading data of at least two books, record data caused by the reading data characterization read books；At least two books form at least one set, and every group includes two books；Reading time started and the conversion ratio of two books are determined in every group according to the reading data of at least two books, the reading order of two books in every group is determined according to the reading time started and conversion ratio；The conversion ratio characterizes the significant degree of the reading order of two books；According to the reading order of two books in every group of determination, it is determined that at least one books reading recommendation order of at least two books.The invention also discloses a kind of device and storage medium for determining to read recommendation order.
Description
Technical field
The present invention relates to Internet information technique, more particularly to a kind of determination to read the method, apparatus of recommendation order and deposit
Storage media.
Background technology
In the reading process of reality, no matter the numbering from series of books or the difficulty or ease degree of understanding from books, can
In the presence of a ratio more preferably reading order, every field can all have a more preferable reading order, and understand this
The expert of the reader, often some field of preferable order, or most of book in this field has all been seen, by deep body
It can just show that one understands this field, preferable reading order.
For example for the books of history field, can first it read《Historical today》Deng " short, adaptable and fast " length, easy
In the type of understanding；Then national or dynastic history, Ming and Qing that modern and contemporary history etc. more presses close to current generation is read to go through, then understand ancient times
The history of one period, wherein can first from have important literary works epoch three state, Tang, Song etc. set about, then see literary works compared with
Few week, member etc., it can finally read the books of comprehensive history class.
Prior art, when carrying out book recommendation, often individually one or several books are recommended, such as, when
When searching for " grave-robbery ", can will be related to " grave-robbery " rob a tomb and take down notes a serial book or several books every are independently pushed away
Recommend, and for example, when recommending according to the behavior of user, and recommend a book or several books independently of each other.This way of recommendation is only
The recommendation for comparing fragmentation only using independent, independent one or several books as recommending, read for guiding user exist compared with
Big defect.
The content of the invention
In view of this, it is a primary object of the present invention to provide a kind of method, apparatus for determining reading recommendation order and deposit
Storage media.
To reach above-mentioned purpose, the technical proposal of the invention is realized in this way：
The embodiments of the invention provide a kind of method for determining to read recommendation order, methods described includes：
Obtain the reading data of at least two books, record data caused by the reading data characterization read books；Institute
State at least two books and form at least one set, every group includes two books；
Reading time started and the conversion of two books are determined in every group according to the reading data of at least two books
Rate, the reading order of two books in every group is determined according to the reading time started and conversion ratio；The conversion ratio characterizes two
The significant degree of the reading order of this books；
According to the reading order of two books in every group of determination, it is determined that at least one books of at least two books
Read recommendation order.
In such scheme, the reading data of at least two books of the basis determine that the reading of two books in every group starts
Before time and conversion ratio, methods described also includes：
Determine the reading progress that includes of reading data and/or read duration, according to the reading progress and/or reading
Duration carries out denoising to the reading data, obtains the reading data after denoising；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
It is described that the reading data are carried out at denoising according to the reading progress and/or reading duration in such scheme
Reason, including：
Reject the reading duration and be less than the reading data of duration threshold value and/or the reading progress less than progress threshold value；
In at least one reading data after the denoising in the comment number, notes number, bookmark number
It is determined that meet the reading data of preparatory condition, including：
Determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold value, and/or the bookmark number
More than the reading data of bookmark number threshold value.
In such scheme, the reading data of at least two books determine the reading of two books in every group described in the basis
Time started and conversion ratio, the reading order of two books in every group, bag are determined according to the reading time started and conversion ratio
Include：
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
It is described to determine that the reading of two books in every group is suitable according to the reading time started and conversion ratio in such scheme
Sequence, including：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
In such scheme, the reading data of at least two books of the basis determine that the reading of two books in every group starts
Before time and conversion ratio, methods described also includes：
At least one type label of two books in described every group is determined, judges whether two books have in described every group
There is identical type label, when determining that two books have identical type label in described every group, it is determined that two in every group
The reading time started of books and conversion ratio.
In such scheme, the reading order of two books in described every group according to determination, it is determined that at least two figures
At least one books reading recommendation order of book, including：
According to the reading order of two books in described every group, at least two books carry out order arrangements by described in, obtain
The reading order of at least two books after order arrangement is as the books reading recommendation order.
It is described after at least one books reading recommendation order of at least two books described in the determination in such scheme
Method also includes：
The type label of books included in the books reading recommendation order is determined, institute is determined according to the type label
State the search key of books reading recommendation order；The search key is used for as the searching bar in the search instruction received
Part, to determine books reading recommendation order corresponding to the search instruction.
The embodiments of the invention provide a kind of device for determining to read recommendation order, described device includes：First processing mould
Block, Second processing module, the 3rd processing module；Wherein,
The first processing module, for obtaining the reading data of at least two books, the reading data characterization is read
Record data caused by books；At least two books form at least one set, and every group includes two books；
The Second processing module, the reading data at least two books according to determine two books in every group
The reading time started and conversion ratio, according to it is described reading the time started and conversion ratio determine that the reading of two books in every group is suitable
Sequence；The conversion ratio characterizes the significant degree of the reading order of two books；
3rd processing module, for the reading order of two books in every group according to determination, it is determined that it is described at least
At least one books reading recommendation order of two books.
In such scheme, the Second processing module, be additionally operable to determine reading progress that the reading data include and/or
Duration is read, denoising is carried out to the reading data according to the reading progress and/or reading duration, after obtaining denoising
Read data；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
In such scheme, the Second processing module, specifically for reject it is described reading duration be less than duration threshold value and/or
The reading progress is less than the reading data of progress threshold value；
The Second processing module, specifically for determining that the comment number is more than comment number threshold value, the notes number is more than
Take down notes number threshold value, and/or the bookmark number is more than the reading data of bookmark number threshold value.
In such scheme, the Second processing module, specifically for the reading packet of at least two books according to
The reading progress that includes, read at least one in duration, comment number, notes number, bookmark number, described every group is calculated by preset strategy
In two books conversion ratio；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
In such scheme, the Second processing module, it is additionally operable to obtain at least one user for two figures in same group
The conversion ratio of book, the conversion ratio that two books in same group are directed to according at least one user determine target conversion；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
In such scheme, the Second processing module, it is additionally operable to determine at least one classes of two books in described every group
Type label, judge whether two books have identical type label in described every group, determine two books tools in described every group
When having identical type label, it is determined that the reading time started of two books and conversion ratio in every group.
In such scheme, the 3rd processing module, specifically for the reading order according to two books in described every group,
At least two books carry out order arrangements by described in, the reading order conduct of at least two books after acquisition order arrangement
The books reading recommendation order.
In such scheme, the 3rd processing module, it is additionally operable to determine the figure included in the books reading recommendation order
The type label of book, the search key of the books reading recommendation order is determined according to the type label；The retrieval is closed
Keyword is used for as the search condition in the search instruction received, to determine that it is suitable that books reading corresponding to the search instruction is recommended
Sequence.
The embodiment of the present invention additionally provides a kind of device for determining to read recommendation order, and the terminal includes：Processor and
For storing the memory for the computer program that can be run on a processor；Wherein,
When the processor is used to run the computer program, performs any one determination recited above and read and recommend
The step of sequential grammar.
The embodiment of the present invention additionally provides a kind of computer-readable recording medium, is stored thereon with computer program, described
The step of recommendation order method is read in any one determination recited above is realized when computer program is executed by processor.
The method, apparatus and storage medium of recommendation order are read in the determination that the embodiment of the present invention is provided, and obtain at least two
The reading data of this books, record data caused by the reading data characterization read books；At least two books are formed
At least one set, every group includes two books；Two books are determined in every group according to the reading data of at least two books
Time started and conversion ratio are read, determines that the reading of two books in every group is suitable according to the reading time started and conversion ratio
Sequence；The conversion ratio characterizes the significant degree of the reading order of two books；According to the reading of two books in every group of determination
Sequentially, it is determined that at least one books reading recommendation order of at least two books.The scheme of the embodiment of the present invention, Ke Yitong
The reading data of the whole network user are counted, by the reading order of books two-by-two, determine that the preferred reading of the books of different field pushes away
Recommend order；When user searches for, the reading recommendation order in corresponding field is recommended into user, so as to preferably guide user
Read, user can also be by reading recommendation order, it is thus understood that in the stage residing for oneself, preferably select what is hereafter read
Books.
Brief description of the drawings
Fig. 1 is the schematic flow sheet provided in an embodiment of the present invention for determining to read the method one of recommendation order；
Fig. 2 is the schematic flow sheet provided in an embodiment of the present invention for determining to read the method two of recommendation order；
Fig. 3 is the structural representation provided in an embodiment of the present invention for determining to read the device one of recommendation order；
Fig. 4 is the structural representation provided in an embodiment of the present invention for determining to read the device two of recommendation order.
Embodiment
In various embodiments of the present invention, the reading data of at least two books are obtained, the reading data characterization is read
Record data caused by read book；At least two books form at least one set, and every group includes two books；According to it is described extremely
The readings data of few two books determine in every group reading time started and the conversion ratio of two books, are started according to described read
Time and conversion ratio determine the reading order of two books in every group；The conversion ratio characterizes having for the reading order of two books
Effect degree；According to the reading order of two books in every group of determination, it is determined that at least one books of at least two books
Read recommendation order.
With reference to embodiment, the present invention is further described in more detail.
Fig. 1 is the schematic flow sheet provided in an embodiment of the present invention for determining to read the method one of recommendation order；Methods described
Applied to the server for determining reading recommendation order, as shown in figure 1, methods described includes：
Step 101, the reading data for obtaining at least two books, record caused by the reading data characterization read books
Data；At least two books form at least one set, and every group includes two books；
Here, the reading data, can specifically include：When user reads the reading progress of certain this books, reads beginning
Between, read duration, comment number, notes number, bookmark number etc.；
When the reading data of at least two books determine that the reading of two books in every group starts described in step 102, basis
Between and conversion ratio, the reading orders of two books in every group is determined according to the reading time started and conversion ratio；The conversion
Rate characterizes the significant degree of the reading order of two books；
Specifically, the step 102 can use two schemes, in scheme one, at least two books described in the basis
Reading data determine in every group reading time started and the conversion ratio of two books, according to the reading time started and conversion
Rate determines the reading order of two books in every group；Including：
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
Here, it is contemplated that there may be different user has different conversion ratios for two books in same group, for example, with
Family A and user B has read books 1 and books 2, but different for the conversion ratio of books 1 and books 2, can according to user A and
User B conversion ratio, determines target conversion, the conversion ratio final as books 1 and books 2.Specifically, it is described according to institute
State the reading time started and conversion ratio determines the reading order of two books in every group, including：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
Here it is possible to it is the target to take at least one user to be directed to the average value of conversion ratio of two books in same group
Conversion ratio.
Here, it is described according at least one user be directed to two books in same group the reading time started determine it is described same
The reading order of two books in one group, including：
It is determined that when thering is the number of the user of conversion ratio to be 2 to two books in same group, the user that conversion ratio is larger is taken
Reading order of the reading order as two books in described same group；, will be more when determining that the number of the user is more than 2
Reading order of the reading order corresponding to user as two books in described same group.
Specifically, the step 102 can also adopt alternatively；It can specifically include：
First, the reading time started included according to the reading data determines the elder generation at least two books that user reads
Order afterwards, sequentially determines at least one set of two books included, i.e., two books have in every group determined here
Corresponding sequencing, for example, a certain group of two books include：Books A and books B, represent read book after user elder generation read book A
B；
Then, the conversion ratio of two books in every group is calculated, described every group of two books are determined by the conversion ratio
Sequencing it is whether effective, the sequencings of effective two books as determine books reading recommendation order according to
According to.
Specifically, in scheme two, the reading data of at least two books described in the basis determine two figures in every group
The reading time started of book and conversion ratio, the reading of two books in every group is determined according to the reading time started and conversion ratio
Sequentially, can include：
The reading time started that the reading data include is determined, according to the reading time started by reading sequencing
It is determined that at least one set of two books that at least two books include；Here two books contain this two figures in every group
The reading sequencing of book；
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, when determining that the conversion ratio is more than conversion ratio threshold value, then really
The reading sequencing of two books is effective corresponding to the fixed conversion ratio, and the reading order as two books is used for true
Determine books reading recommendation order.
Corresponding such scheme two, consideration there may be different user has different conversion ratios for two books in same group
When, the reading order that two books in every group are determined according to the reading time started and conversion ratio, it can include：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, it is determined that the reading order of two books is effective in described same group.
Here, the preset strategy can be the product for determining the reading progress of two books in every group, as conversion ratio；
Assuming that be directed to user A, the reading progress (readrate)=100% (or 90%) of read books 1, afterwards read books 2 read
Reading progress (readrate)=70%, it is believed that user A books 1 and the conversion ratio of books 2 are just 100% (or 90%) *
70%=70% (or 63%)；
The conversion ratio can also carry out addition according to other indexs, for example read duration (time), comment number
(comment) number (note), bookmark number (favor) etc., are taken down notes, can be as the foundation for determining conversion ratio；Specifically as the following formula
(1) shown in：
Wherein, the conv_rate represents the conversion ratio of two books；First in every group is represented during i=1 or 2 respectively
Books or second books；α, β, γ, δ parameter value can enter Mobile state by operation maintenance personnel according to different states of affairs and adjust
It is whole；Max functions are the maximums for reading duration, comment number, notes number and bookmark number of certain this books.If the conversion being calculated
When rate conv_rate is more than 100%, conv_rate=100% is taken.
In the present embodiment, generally think continuous read when two books belong to same type of books just be present
Possibility, the conversion ratios of this two books can be calculated；If books type differs greatly, often improper carry out order recommendation.
Therefore, during the conversion ratio of two books of calculating, it is also contemplated that books type.
Specifically, when the reading data of at least two books of the basis determine that the reading of two books in every group starts
Between and conversion ratio before, methods described also includes：
At least one type label of two books in described every group is determined, judges whether two books have in described every group
There is identical type label, when determining that two books have identical type label in described every group, then start to determine in every group
The reading time started of two books and conversion ratio.
Here, every books are corresponding with least one type label, and the corresponding type label of the books is protected in advance
In presence server.
In the present embodiment, it is contemplated that in reading process, having many consumers can not adhere to reading to certain this books, for example read
Reading progress is less than 5% or reads duration less than 5 hours；Appearance such case is likely to be user and starts to read but do not read also really
It is complete, it is also possible to which that user does not have wish to continue reading to go down.For the first, user just starts to read but do not run through also, it is impossible to knows
Dawn, whether user had a mind to read down or deeply read always；For second, it may be possible to because user is for knowledge hierarchy
Or personal inclination is not reaching to the ability for reading this this book, is allowed to be unwilling deeply to read again；The reading of two situations in the presence of more than
Data cannot function as excavating the reference frame for reading recommendation order, therefore, denoising can be carried out to this kind of reading data.
Specifically, before the step 102, methods described can also include：
The reading data for meeting preparatory condition are determined from the reading data of acquisition, as determining two figures in every group
The reading data for reading time started and conversion ratio of book.
Specifically, the reading data for meeting preparatory condition are determined in the reading data from acquisition, as true
The reading data for reading time started and conversion ratio of two books in fixed every group, including：
Determine the reading progress that includes of reading data and/or read duration, according to the reading progress and/or reading
Duration carries out denoising to the reading data, obtains the reading data after denoising；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
Specifically, it is described that denoising, bag are carried out to the reading data according to the reading progress and/or reading duration
Include：
Reject the reading duration and be less than the reading data of duration threshold value and/or the reading progress less than progress threshold value；
Here, the reading data for not completing books reading are rejected by denoising.
Specifically, at least one reading after the denoising in the comment number, notes number, bookmark number
The reading data for meeting preparatory condition are determined in data, including：
Determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold value, and/or the bookmark number
More than the reading data of bookmark number threshold value.
It should be noted that a certain user starts after reading certain this books, necessarily there is reading of the user for this books
Progress and reading duration, therefore after reading progress corresponding to the server acquisition books and/or reading duration, can be according to described
Reading progress and/or reading duration carry out denoising.
Here, described progress threshold value, duration threshold value, comment number threshold value, notes number threshold value, bookmark number threshold value can be by transporting
Dimension personnel pre-set and preserved in the server；For example, the progress threshold value be 50%, duration threshold value be 10 hours, it is described
Bookmark number threshold value is 20, and the comment number threshold value is 20, and the notes number threshold value is 10 etc..
Step 103, the reading order according to two books in every group of determination, it is determined that at least two books are at least
A kind of books reading recommendation order.
Specifically, in described every group according to determination two books reading order, it is determined that at least two books
At least one books reading recommendation order, including：
According to the reading order of two books in described every group, at least two books carry out order arrangements by described in, obtain
The reading order of at least two books after order arrangement is as the books reading recommendation order.
Specifically, after at least one books reading recommendation order of at least two books described in the determination, methods described
Also include：
The type label of books included in the books reading recommendation order is determined, institute is determined according to the type label
State the search key of books reading recommendation order；The search key is used for as the searching bar in the search instruction received
Part, to determine books reading recommendation order corresponding to the search instruction.
Here, the books reading recommendation order corresponds at least one search key, the books reading recommendation order
Preserved in the server with the corresponding relation of the search key；When server receives the search instruction of user's input, really
The search key included in the fixed search instruction, determine books corresponding to the search key that is included in the search instruction
Recommendation order is read, as the books reading recommendation order for recommending user.
Fig. 2 is the schematic flow sheet provided in an embodiment of the present invention for determining to read the method two of recommendation order；Methods described
Applied to the server for determining reading recommendation order, as shown in Fig. 2 methods described includes：
Step 201, server obtain the reading data of at least two books of at least one user of the whole network；
Here, at least two books form at least one set, and every group includes two books；
The reading data can include：Reading progress of the user to books, read duration, read time started etc.；Example
Such as：For user A, reading time starteds of read books 1 is in January, 2016, a length of 3 weeks when reading, reading progress be
100%；The reading time started of read books 2 is 2 months 2016, reads duration 3 days, reading progress 3%；Read books 3
Reading the time started is 2 months 2016, reads duration 2 weeks, reading progress 70%.
The reading progress can also include：Comment number of the user to books, notes number, bookmark number etc..
Step 202, server determine the reading data for meeting preparatory condition from the reading data of acquisition, as true
The reading data for reading time started and conversion ratio of two books in fixed every group；
Specifically, step 202 specifically includes：
Step a, data prediction is read, i.e., denoising is carried out to the reading data；
Here, the step a can include：Reject reading progress and be less than duration less than progress threshold value, and/or reading duration
The reading data of threshold value.For example, can be small less than progress threshold value 50% (or other progress threshold values), reading duration to reading progress
Rejected in the data that 10 hours (or other duration threshold values) etc. are clearly not deep reading.
In addition, it is obvious higher or read to read quantity or page browsing amount (PV, Page View) for same chapters and sections
Reading duration can also be rejected apparently higher than the reading data of certain threshold value (being probably brush reading or other exceptions).
Step b, the reading data for reading time started and conversion ratio for determining two books in every group are determined；
Simply roughly carry out denoising in step a, and for normal read, can from the progress of reading,
Read the various aspects such as duration, comment number, notes number, bookmark number to embody, so can read remaining after denoising in step b
Read data and carry out validity screening, to leave more real reading data, i.e., as determining two books in every group
The reading data for reading time started and conversion ratio；
Here, the step b, can include：
On the basis of step a, determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold
Value, and/or the bookmark number are more than the reading data of bookmark number threshold value, as determining that the reading of two books in every group is opened
Time beginning and the reading data of conversion ratio.
Above-described progress threshold value, duration threshold value, comment number threshold value, notes number threshold value, bookmark number threshold value can be by transporting
Dimension personnel pre-set and preserved in the server；For example, the progress threshold value be 50%, duration threshold value be 10 hours, it is described
Bookmark number threshold value is 20, and the comment number threshold value is 20, and the notes number threshold value is 10 etc..
The reading data can also include：Long comment number, long notes number etc.；For long comment number and/or long notes number
More than the reading data of certain threshold value, directly assert can be used as be used to determine in every group the reading time started of two books with
The reading data of conversion ratio；
When being higher than certain threshold value for the reading duration, it is believed that it is improper reading, reading data corresponding to it
It can reject；Such as the data of 10 times of duration are averagely read higher than user, it may be considered that rejected, belong to improper reading.
Step 203, server determine the reading of two books in every group according to the reading data of at least two books
Time started and conversion ratio, the reading order of two books in every group is determined according to the reading time started and conversion ratio；
Here, the data of reading refer to the conversion for being used to determine two books in every group for determining to obtain by step 202
The reading data of rate；
The conversion ratio characterizes the significant degree of the reading order of two books, and the conversion ratio is for same user
Two books calculate what is obtained.When conversion ratio is more than certain conversion ratio threshold value, it is believed that the reading order of two books has
Effect, it is on the contrary then think invalid.
Here, the step 203 can use two schemes；Specifically, in scheme one, the step 203 includes, bag
Include：
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
In scheme one, according to the context of the reading time started of two books in every group after acquisition conversion ratio, it is determined that
Go out the reading order for two books in every group of a user.
In scheme two, the step 203, including：
The reading time started that the reading data include is determined, according to the reading time started by reading sequencing
It is determined that at least one set of two books that at least two books include, two books contain this two books in every group
Read sequencing；
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, when determining that the conversion ratio is more than conversion ratio threshold value, then really
The reading sequencing of two books is effective corresponding to the fixed conversion ratio, as the reading order of two books, is used for
Determine books reading recommendation order.
In scheme two, two books for determining reading sequencing, pass through conversion ratio and determine both readings successively
Whether order is effective, effectively then determines that both reading sequencings can be as the foundation for determining books reading recommendation order.
It should be noted that it is also conceivable to books type when considering conversion ratio.Such as：Two books are " history "
Class books, comprising rear " history " this identical type label, the possibility continuously read be present, this two books can be calculated
Conversion ratio；If the situation (as do not included identical type label) that books type differs greatly, often improper suitable for carrying out
Sequence is recommended.
Specifically, before the step 203, methods described also includes：
At least one type label of two books in described every group is determined, judges whether two books have in described every group
There is identical type label, when determining that two books have identical type label in described every group, it is determined that two in every group
The reading time started of books and conversion ratio.
In practice, for different user there may be two books of identical but different switching rate (such as：User A and use
Family B has successively read books 1 and books 2, but it is different to calculate the conversion ratio obtained), at this point it is possible to determine the flat of two books
Equal conversion ratio, the target conversion as two books.For example user A is 90% to the conversion ratio of book 1 and book 2, user B is to book 1
Conversion ratio with book 2 is 95%, then the conversion ratio of book 1 and book 2 can be 92.5%.Thus, for the conversion of a variety of two two pieces
Rate, it is possible to be cascaded.
Here, it is described that two books in every group are determined according to the reading time started and conversion ratio corresponding to scheme one
Reading order, can include：
Different user is obtained for the conversion ratio between same group of two books, according to the different user for same
Conversion ratio between two books of group determines the average value of conversion ratio, as target conversion；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, it is determined that the front and rear reading order of two books is significant corresponding to the target conversion, can be used as and determine books reading
The foundation of recommendation order；
Reading order of the different user for same group of two books is determined according to the reading time of two books,
By reading order of the reading order of plurality user as two books.
Corresponding to scheme two, the reading that two books in every group are determined according to the reading time started and conversion ratio
Sequentially, can include：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, it is determined that the reading order of two books is effective in described same group, as determine books reading recommendation order according to
According to.
Here, the server also preserves the conversion ratio threshold value, can be pre-set and is stored in by operation maintenance personnel
In server, such as the conversion ratio threshold value can be 60%.
Step 204, server are according to the reading orders of two books in described every group, it is determined that at least two books
At least one reads recommendation order；
Here, the step 204 includes：
Server is according to the reading order of two books in described every group, at least two books carry out order rows by described in
Row, the reading order of at least two books after acquisition order arrangement is as the books reading recommendation order.
For example, the books reading recommendation order can include：《What is history》-《Historical today》-《Modern times
History》-《Those things of the Ming Dynasty》-《The Southern Song Dynasty in 1 hundred 50》-……-《Global comprehensive history》-《The The Romance of the Three Kingdoms》-《A Dream of Red Mansions》Deng.
In practice, the books reading recommendation order can also show in the following manner：
A, in the way of gathering and sorting：Gather 1 (fish sheep unofficial history, historical today)-set 2 (modern and contemporary history, the Ming Dynasty that
A little things) ... set n；
Here, when it is determined that two books in set 1 all exceed certain threshold value to the conversion ratio of two books in set 2, collection
The book in n-1 is closed to the conversion ratio of the book in set n also above certain threshold value, then can be shown by the method to be sorted with upper set
Read recommendation order.
B, in the way of author sorts：Author 1- author 2- author 3- author 4 etc.；
Here, when it is determined that the conversion ratio for the more books that the more books that author 1 is write are write to author 2 exceedes certain threshold
Value, the conversion ratio for the more books that the more books that author n-1 is write are write to author n also exceedes certain threshold value, then can be with
Recommendation order is read by the method displaying of above author sequence.
It should be noted that the reading order and step 204 between two books obtained in step 203 determine the figure
Book, which reads recommendation order, to be updated at any time, such as,《Modern and contemporary history》-《Those things of the Ming Dynasty》Over time, conversion ratio
It is very low, then remove this order；Or between two books, there are a books to improve conversion ratio, then can add into.
Step 205, server determine the search key of the books reading recommendation order；
Here, at least one search key can be had by each reading recommendation order, when being retrieved so as to user, institute
Corresponding recommendation can be provided by stating server.
Here, the step 205, can include：
The type label of books included in the books reading recommendation order is determined, institute is determined according to the type label
State the search key of books reading recommendation order；Preserve the correspondence of the search key and the books reading recommendation order
Relation.
The search key is used for as the search condition in the search instruction received, to determine the search instruction pair
The books reading recommendation order answered.When server receives search instruction, according to the search key included in the search instruction,
Determine at least one books reading recommendation order corresponding to the search instruction.
Here, the search key can be by a complete identical mark for reading each books in recommendation order
Type is signed to determine；Can also be by the complete books (such as 50% books) for reading certain amount in recommendation order
Some type labels determine；It can also be and determined according to identical character in title.
Such as：Reading recommendation order is《What is history》-《Historical today》-《Modern and contemporary history》-《Those things of the Ming Dynasty
Youngster》-《The Southern Song Dynasty in 1 hundred 50》-……-《Global comprehensive history》-《The The Romance of the Three Kingdoms》-《A Dream of Red Mansions》Deng the equal containing type mark of every book
Sign " history ", then " history " can be the search key of this reading recommendation order；Corresponding search key can also wrap
Include one below：Comprehensive history, dynasty etc..
For another example：To rob a tomb in the reading recommendation order of reference book, the title of most of books includes " grave-robbery " this type label,
Can of then " robbing a tomb " is the search key that this reads recommendation order.
Fig. 3 is the structural representation provided in an embodiment of the present invention for determining to read the device one of recommendation order；Such as Fig. 3 institutes
Show, described device includes：First processing module 301, Second processing module 302, the 3rd processing module 303；Wherein,
The first processing module 301, for obtaining the reading data of at least two books, the reading data characterization is read
Record data caused by read book；At least two books form at least one set, and every group includes two books；
The Second processing module 302, the reading data at least two books according to determine in every group two
The reading time started of books and conversion ratio, readding for two books is determined in every group according to the reading time started and conversion ratio
Reading order；The conversion ratio characterizes the significant degree of the reading order of two books；
3rd processing module 303, for the reading order of two books in every group according to determination, it is determined that it is described extremely
At least one books reading recommendation order of few two books.
Specifically, the Second processing module 302, be additionally operable to determine reading progress that the reading data include and/or
Duration is read, denoising is carried out to the reading data according to the reading progress and/or reading duration, after obtaining denoising
Read data；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
Specifically, the Second processing module 302, specifically for reject it is described reading duration be less than duration threshold value and/or
The reading progress is less than the reading data of progress threshold value；
The Second processing module 302, specifically for determining that it is big that the comment number is more than comment number threshold value, the notes number
It is more than the reading data of bookmark number threshold value in notes number threshold value, and/or the bookmark number.
Specifically, the Second processing module 302, include specifically for the reading data of at least two books according to
Reading progress, read duration, be comment number, notes number, at least one in bookmark number, calculated by preset strategy in described every group
The conversion ratio of two books；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
Specifically, the Second processing module 302, it is additionally operable to obtain at least one user for two books in same group
Conversion ratio, the conversion ratio of two books in same group is directed to according at least one user and determines target conversion；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
Specifically, the Second processing module 302, it is additionally operable to determine at least one type of two books in described every group
Label, judge that whether two books have identical type label in described every group, determine that two books have in described every group
During identical type label, it is determined that the reading time started of two books and conversion ratio in every group.
Specifically, the 3rd processing module 303, specifically for the reading order according to two books in described every group,
At least two books carry out order arrangements by described in, the reading order conduct of at least two books after acquisition order arrangement
The books reading recommendation order.
Specifically, the 3rd processing module 303, it is additionally operable to determine the books included in the books reading recommendation order
Type label, the search key of the books reading recommendation order is determined according to the type label；The retrieval is crucial
Word is used for as the search condition in the search instruction received, to determine that it is suitable that books reading corresponding to the search instruction is recommended
Sequence.
To realize the method for the embodiment of the present invention, the embodiment of the present invention provides a kind of dress for determining to read recommendation order two
Put, specifically, as shown in figure 4, the device 40 includes：
Processor 401 and the memory 402 for storing the computer program that can be run on the processor；Its
In,
When the processor 401 is used to run the computer program, perform：
Obtain the reading data of at least two books, record data caused by the reading data characterization read books；Institute
State at least two books and form at least one set, every group includes two books；
Reading time started and the conversion of two books are determined in every group according to the reading data of at least two books
Rate, the reading order of two books in every group is determined according to the reading time started and conversion ratio；The conversion ratio characterizes two
The significant degree of the reading order of this books；
According to the reading order of two books in every group of determination, it is determined that at least one books of at least two books
Read recommendation order.
In one embodiment, when the processor 401 is used to run the computer program, perform：
Determine the reading progress that includes of reading data and/or read duration, according to the reading progress and/or reading
Duration carries out denoising to the reading data, obtains the reading data after denoising；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
In one embodiment, when the processor 401 is used to run the computer program, perform：
Reject the reading duration and be less than the reading data of duration threshold value and/or the reading progress less than progress threshold value.
In one embodiment, when the processor 401 is used to run the computer program, perform：
Determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold value, and/or the bookmark number
More than the reading data of bookmark number threshold value.
In one embodiment, when the processor 401 is used to run the computer program, perform：
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
In one embodiment, when the processor 401 is used to run the computer program, perform：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
In one embodiment, when the processor 401 is used to run the computer program, perform：
At least one type label of two books in described every group is determined, judges whether two books have in described every group
There is identical type label, when determining that two books have identical type label in described every group, it is determined that two in every group
The reading time started of books and conversion ratio.
In one embodiment, when the processor 401 is used to run the computer program, perform：
According to the reading order of two books in described every group, at least two books carry out order arrangements by described in, obtain
The reading order of at least two books after order arrangement is as the books reading recommendation order.
In one embodiment, when the processor 401 is used to run the computer program, perform：
The type label of books included in the books reading recommendation order is determined, institute is determined according to the type label
State the search key of books reading recommendation order；The search key is used for as the searching bar in the search instruction received
Part, to determine books reading recommendation order corresponding to the search instruction.
It should be noted that：The device that recommendation order is read in the determination that above-described embodiment provides reads recommendation order with determining
Embodiment of the method belong to same design, its specific implementation process refers to embodiment of the method, repeats no more here.
Certainly, during practical application, as shown in figure 4, the device 40 can also include：At least one network interface 403.The dress
The each component put in 40 is coupled by bus system 404.It is understood that bus system 404 is used to realize these components
Between connection communication.Bus system 404 is in addition to including data/address bus, in addition to power bus, controlling bus and state letter
Number bus.But for the sake of clear explanation, various buses are all designated as bus system 404 in Fig. 4.
Wherein, the number of the processor 404 can be at least one.
Network interface 403 is used for the communication of wired or wireless way between device 40 and other equipment.
Memory 402 in the embodiment of the present invention is used to store various types of data to support the operation of device 40.
The method that the embodiments of the present invention disclose can apply in processor 401, or be realized by processor 401.
Processor 401 is probably a kind of IC chip, has the disposal ability of signal.In implementation process, 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 can be realized or held
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 with reference to disclosed in the embodiment of the present invention, it can be embodied directly at hardware decoding
Reason device performs completion, or performs completion with the hardware in decoding processor and software module combination.Software module can be located at
In storage medium, the storage medium is located at memory 402, and processor 401 reads the information in memory 402, with reference to its hardware
The step of completing preceding method.
In the exemplary embodiment, device 40 can by one or more application specific integrated circuits (ASIC,
Application Specific Integrated Circuit), DSP, PLD (PLD, Programmable
Logic Device), CPLD (CPLD, Complex Programmable Logic Device), scene
Programmable gate array (FPGA, Field-Programmable Gate Array), general processor, controller, microcontroller
(MCU, Micro Controller Unit), microprocessor (Microprocessor) or other electronic components are realized, are used for
Perform preceding method.
It is appreciated that the memory (such as memory 402) in the embodiment of the present invention, can be volatile memory or non-
Volatile memory, it may also comprise both volatibility and nonvolatile memory.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 Read Only Memory (EEPROM, Electrically Erasable Programmable Read-Only
Memory), magnetic RAM (FRAM, ferromagnetic random access memory), flash
Device (Flash Memory), magnetic surface storage, CD or read-only optical disc (CD-ROM, Compact Disc Read-Only
Memory)；Magnetic surface storage can be magnetic disk storage or magnetic tape storage.Volatile memory can be that arbitrary access is deposited
Reservoir (RAM, Random Access Memory), it is used as External Cache.By exemplary but be not restricted explanation,
The RAM of many forms can use, such as static RAM (SRAM, Static Random Access Memory), same
Walk static RAM (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
It is (DDRSDRAM, Double Data Rate Synchronous Dynamic Random Access Memory), enhanced same
Walk 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).
The memory of description of the embodiment of the present invention is intended to the memory of including but not limited to these and any other suitable type.
In the exemplary embodiment, the embodiment of the present invention additionally provides a kind of computer-readable recording medium, such as including
The memory 402 of computer program, above computer program can be held by the processor 401 for the device 40 for determining to read recommendation order
OK, to complete step described in preceding method.
Specifically, the embodiments of the invention provide a kind of computer-readable recording medium, computer program is stored thereon with,
When the computer program is run by processor, perform：
Obtain the reading data of at least two books, record data caused by the reading data characterization read books；Institute
State at least two books and form at least one set, every group includes two books；
Reading time started and the conversion of two books are determined in every group according to the reading data of at least two books
Rate, the reading order of two books in every group is determined according to the reading time started and conversion ratio；The conversion ratio characterizes two
The significant degree of the reading order of this books；
According to the reading order of two books in every group of determination, it is determined that at least one books of at least two books
Read recommendation order.
In one embodiment, when the computer program is run by processor, perform：
Determine the reading progress that includes of reading data and/or read duration, according to the reading progress and/or reading
Duration carries out denoising to the reading data, obtains the reading data after denoising；
Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to
Determine to meet preparatory condition at least one reading data after the denoising in the comment number, notes number, bookmark number
Reading data, as the reading data for reading time started and conversion ratio for determining in every group two books.
In one embodiment, when the computer program is run by processor, perform：
Reject the reading duration and be less than the reading data of duration threshold value and/or the reading progress less than progress threshold value.
In one embodiment, when the computer program is run by processor, perform：
Determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold value, and/or the bookmark number
More than the reading data of bookmark number threshold value.
In one embodiment, when the computer program is run by processor, perform：
The reading progress that is included according to the reading data of at least two books, read duration, comment number, notes number,
It is at least one in bookmark number, the conversion ratio of two books in described every group is calculated by preset strategy；
Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that
The reading time started that the reading data of two books include in described every group, determined according to the reading time started described every
The reading order of two books in group.
In one embodiment, when the computer program is run by processor, perform：
Conversion ratio of at least one user for two books in same group is obtained, is directed to according at least one user
The conversion ratio of two books determines target conversion in same group；
Judge whether the target conversion is more than conversion ratio threshold value, determine that the target conversion is more than conversion ratio threshold value
When, the reading time started that two books in same group are directed to according at least one user determines two books in described same group
Reading order.
In one embodiment, when the computer program is run by processor, perform：
At least one type label of two books in described every group is determined, judges whether two books have in described every group
There is identical type label, when determining that two books have identical type label in described every group, it is determined that two in every group
The reading time started of books and conversion ratio.
In one embodiment, when the computer program is run by processor, perform：
According to the reading order of two books in described every group, at least two books carry out order arrangements by described in, obtain
The reading order of at least two books after order arrangement is as the books reading recommendation order.
In one embodiment, when the computer program is run by processor, perform：
The type label of books included in the books reading recommendation order is determined, institute is determined according to the type label
State the search key of books reading recommendation order；The search key is used for as the searching bar in the search instruction received
Part, to determine books reading recommendation order corresponding to the search instruction.
It should be noted that：Computer-readable recording medium provided in an embodiment of the present invention can be FRAM, ROM, PROM,
The memory such as EPROM, EEPROM, Flash Memory, magnetic surface storage, CD or CD-ROM；Can also be include it is above-mentioned
The various equipment of one of memory or any combination.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the scope of the present invention, it is all
All any modification, equivalent and improvement made within the spirit and principles in the present invention etc., it should be included in the protection of the present invention
Within the scope of.
Claims (18)
- A kind of 1. method for determining to read recommendation order, it is characterised in that methods described includes：Obtain the reading data of at least two books, record data caused by the reading data characterization read books；It is described extremely Few two books form at least one set, and every group includes two books；Reading time started and the conversion ratio of two books, root are determined in every group according to the reading data of at least two books The reading order of two books in every group is determined according to the reading time started and conversion ratio；The conversion ratio characterizes two books Reading order significant degree；According to the reading order of two books in every group of determination, it is determined that at least one books reading of at least two books Recommendation order.
- 2. according to the method for claim 1, it is characterised in that the reading data of at least two books of the basis determine every In group before the reading time started of two books and conversion ratio, methods described also includes：Determine the reading progress that includes of reading data and/or read duration, according to the reading progress and/or read duration Denoising is carried out to the reading data, obtains the reading data after denoising；Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to described Determine to meet readding for preparatory condition at least one reading data after the denoising in comment number, notes number, bookmark number Data are read, as the reading data for reading time started and conversion ratio for determining two books in every group.
- 3. according to the method for claim 2, it is characterised in that it is described according to the reading progress and/or read duration pair The reading data carry out denoising, including：Reject the reading duration and be less than the reading data of duration threshold value and/or the reading progress less than progress threshold value；Determined at least one reading data after the denoising in the comment number, notes number, bookmark number Meet the reading data of preparatory condition, including：Determine that the comment number is more than comment number threshold value, the notes number is more than notes number threshold value, and/or the bookmark number is more than The reading data of bookmark number threshold value.
- 4. according to the method for claim 1, it is characterised in that the reading data of at least two books are true described in the basis The reading time started of two books and conversion ratio, are determined in every group according to the reading time started and conversion ratio in fixed every group The reading order of two books, including：The reading progress that includes according to the reading data of at least two books, read duration, comment number, notes number, bookmark It is at least one in number, the conversion ratio of two books in described every group is calculated by preset strategy；Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that described The reading time started that the reading data of two books include in every group, determined according to the reading time started in described every group The reading order of two books.
- 5. according to the method for claim 4, it is characterised in that described to be determined according to the reading time started and conversion ratio The reading order of two books in every group, including：Conversion ratio of at least one user for two books in same group is obtained, according at least one user for same The conversion ratio of two books determines target conversion in group；Judge whether the target conversion is more than conversion ratio threshold value, when determining that the target conversion is more than conversion ratio threshold value, The reading time started that two books in same group are directed to according at least one user determines in described same group two books Reading order.
- 6. according to the method for claim 4, it is characterised in that the reading data of at least two books of the basis determine every In group before the reading time started of two books and conversion ratio, methods described also includes：At least one type label of two books in described every group is determined, judges whether two books have phase in described every group Same type label, when determining that two books have identical type label in described every group, it is determined that two books in every group The reading time started and conversion ratio.
- 7. according to the method for claim 1, it is characterised in that the reading of two books is suitable in described every group according to determination Sequence, it is determined that at least one books reading recommendation order of at least two books, including：According to the reading order of two books in described every group, at least two books carry out order arrangements by described in, acquisition order The reading order of at least two books after arrangement is as the books reading recommendation order.
- 8. according to the method for claim 1, it is characterised in that at least one figure of at least two books described in the determination After book reads recommendation order, methods described also includes：The type label of books included in the books reading recommendation order is determined, the figure is determined according to the type label Book reads the search key of recommendation order；The search key is used for as the search condition in the search instruction received, To determine books reading recommendation order corresponding to the search instruction.
- 9. a kind of device for determining to read recommendation order, it is characterised in that described device includes：First processing module, at second Manage module, the 3rd processing module；Wherein,The first processing module, for obtaining the reading data of at least two books, the reading data characterization read books Caused record data；At least two books form at least one set, and every group includes two books；The Second processing module, the reading data at least two books according to determine in every group readding for two books Read-start time and conversion ratio, the reading order of two books in every group is determined according to the reading time started and conversion ratio； The conversion ratio characterizes the significant degree of the reading order of two books；3rd processing module, for the reading order of two books in every group according to determination, it is determined that described at least two At least one books reading recommendation order of books.
- 10. device according to claim 9, it is characterised in that the Second processing module, be additionally operable to determine the reading The reading data are entered by the reading progress and/or read duration that data include according to the reading progress and/or reading duration Row denoising, obtain the reading data after denoising；Determine it is at least one in the comment number, notes number, bookmark number that the reading data after the denoising include, according to described Determine to meet readding for preparatory condition at least one reading data after the denoising in comment number, notes number, bookmark number Data are read, as the reading data for reading time started and conversion ratio for determining two books in every group.
- 11. device according to claim 10, it is characterised in that the Second processing module, specifically for described in rejecting Read the reading data that duration is less than duration threshold value and/or the reading progress is less than progress threshold value；The Second processing module, specifically for determining that the comment number is more than comment number threshold value, the notes number is more than notes Number threshold value, and/or the bookmark number are more than the reading data of bookmark number threshold value.
- 12. device according to claim 9, it is characterised in that the Second processing module, specifically for according to described in extremely Reading progress that the readings data of few two books include, read duration, comment number, take down notes it is at least one in number, bookmark number, The conversion ratio of two books in described every group is calculated by preset strategy；Judge whether the conversion ratio is more than conversion ratio threshold value, determine that the conversion ratio is more than conversion ratio threshold value, it is determined that described The reading time started that the reading data of two books include in every group, determined according to the reading time started in described every group The reading order of two books.
- 13. device according to claim 12, it is characterised in that the Second processing module, be additionally operable to obtain at least one Individual user is directed to the conversion ratio of two books in same group, and two books in same group are directed to according at least one user Conversion ratio determines target conversion；Judge whether the target conversion is more than conversion ratio threshold value, when determining that the target conversion is more than conversion ratio threshold value, The reading time started that two books in same group are directed to according at least one user determines in described same group two books Reading order.
- 14. device according to claim 12, it is characterised in that the Second processing module, be additionally operable to determine described every At least one type label of two books in group, judge whether two books have identical type label in described every group, When determining that two books have identical type label in described every group, it is determined that the reading time started of two books in every group And conversion ratio.
- 15. device according to claim 9, it is characterised in that the 3rd processing module, specifically for according to described every The reading order of two books in group, will at least two books carry out order arrangements, after acquisition order arrangement it is described extremely The reading order of few two books is as the books reading recommendation order.
- 16. device according to claim 9, it is characterised in that the 3rd processing module, be additionally operable to determine the books The type label of the books included in recommendation order is read, the books reading recommendation order is determined according to the type label Search key；The search key is used for as the search condition in the search instruction received, to determine that the search refers to Books reading recommendation order corresponding to order.
- 17. a kind of device for determining to read recommendation order, it is characterised in that the terminal includes：Processor and for storing energy The memory of enough computer programs run on a processor；Wherein,The processor is for the step of when running the computer program, perform claim requires 1 to 8 any methods described.
- 18. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the computer program The step of claim 1 to 8 any methods described is realized when being executed by processor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711023890.8A CN107833093A (en) | 2017-10-27 | 2017-10-27 | It is determined that read the method, apparatus and storage medium of recommendation order |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201711023890.8A CN107833093A (en) | 2017-10-27 | 2017-10-27 | It is determined that read the method, apparatus and storage medium of recommendation order |
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| CN107833093A true CN107833093A (en) | 2018-03-23 |
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| CN201711023890.8A Pending CN107833093A (en) | 2017-10-27 | 2017-10-27 | It is determined that read the method, apparatus and storage medium of recommendation order |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114218490A (en) * | 2021-12-17 | 2022-03-22 | 海信集团控股股份有限公司 | Book recommendation method and electronic equipment |
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