CN109284450A - Order is at the determination method and device of single path, storage medium, electronic equipment - Google Patents
Order is at the determination method and device of single path, storage medium, electronic equipment Download PDFInfo
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Abstract
The disclosure belongs to technical field of data processing, it is related to a kind of order into the determination method and device of single path, computer readable storage medium, electronic equipment, the order includes: acquisition user access logs at the determination method of single path, the user access logs include the first access time information and the first accession page information, and arrange the first accession page information according to the first access time information, to be formed into single path tree；The second accession page information is obtained, and is reversed the second accession page information according to the corresponding second access time information of the second accession page information, to form an access path；The access path is inversely matched with described at single path tree, to obtain the order into single path.This method can obtain complete user's order into single path, help application developers to improve optimization to product, to improve user experience.
Description
Technical field
This disclosure relates to technical field of data processing, in particular to a kind of order at single path determination method, order
List is at the determining device of single path, computer readable storage medium and electronic equipment.
Background technique
With economic growth and social progress, more and more people are purchased by intelligent terminals such as computer, mobile phones
Object, but when doing shopping on those terminal devices, even if purchase is with a product, the purchase path of user is also not quite similar.
As market competition is increasingly fierce, advertiser, APP supplier increasingly pay attention to experience of the user to product, enterprise
Usually by extracting the click data of user, to analyze user access activity, and product is optimized, improve user
Experience.Ad system usually after user accesses advertisement page will one, band mark, until user places an order, so for wide
For accusing quotient, can may determine which advertisement bring user's order is according to the mark on advertisement page；But for APP
For supplier, if the Cheng Dan of user is formed by advertising channel, can not just it find out specifically into single channel,
And then can not know user at single path；In addition also single channel can not be judged into from the logic of APP operation, it is inflexible.
Summary of the invention
A kind of order of being designed to provide of the disclosure is filled at the determination method of single path, order at determining for single path
It sets, computer readable storage medium and electronic equipment, and then overcomes the limitation due to the relevant technologies at least to a certain extent
With order is unable to judge accurately caused by defect into single path, and then application program can not be improved, reduce user's body
It tests.
According to one aspect of the disclosure, a kind of order is provided into the determination method of single path characterized by comprising
User access logs are obtained, the user access logs include that the first access time information and the first accession page are believed
Breath, and the first accession page information is arranged according to the first access time information, to be formed into single path tree；
The second accession page information is obtained, and according to the corresponding second access time information of the second accession page information
The second accession page information is reversed, to form access path；
The access path is inversely matched with described at single path tree, to obtain the order into single path.
In an exemplary embodiment of the disclosure, the first access time information be the page click the time, described first
Accession page information is the corresponding uniform resource locator of the page；
The acquisition user access logs, the user access logs include the first access time information and the first access page
Face information, and the first accession page information is arranged according to the first access time information, to be formed into single channel
Diameter tree, comprising:
The user access logs being stored in data warehouse are obtained, the user access logs include the unification of the page
Resource Locator and the page click the time；
The time is clicked according to the page, the corresponding uniform resource locator sequence of all pages that each user is accessed is arranged
Column form multiple at single path；
Compare each uniform resource locator in single path, it will be multiple described at unified money identical in single path
The integration of source finger URL, it is described at single path tree to be formed.
In an exemplary embodiment of the disclosure, it is clicked every time in the user access logs comprising access source and request
Data, wherein access source is clicked every time to be fetched from which page chain, request data is to click corresponding request every time
The page；
It is described that time, uniform resource locator corresponding to all pages that each user is accessed are clicked according to the page
Sequence arrangement forms multiple at single path, comprising:
Using the corresponding uniform resource locator of the page clicked for the first time as the root node at single path；
Using the corresponding uniform resource locator of the request page in the request data as the leaf segment at single path
Point；
The corresponding uniform resource locator in the access source is matched with each leaf node；
If matching, using the corresponding uniform resource locator in the access source as the child node of the leaf node.
In an exemplary embodiment of the disclosure, described will be multiple described at uniform resource locator identical in single path
Integration, it is described at single path tree to be formed, comprising:
Each root node in single path with identical uniform resource locator is integrated into a root node, will be had
There is the leaf node of identical uniform resource locator to be integrated into a leaf node, it is described at single path tree to obtain.
In an exemplary embodiment of the disclosure, described by the access path and described at reverse of single path tree progress
Match, to obtain the order into single path, comprising:
The order in the access path is obtained into single page Pn；
By the order at single page PnAccession page before is according to access time serial number, to obtain page Pi, wherein
0 < i < n, and i is positive integer；
By the page PiReversed according to the access time, and successively with it is described inverse at the page in single path tree
To matching, to obtain the order into single path.
In an exemplary embodiment of the disclosure, described by the page PiIt is reversed according to the access time, and
It is successively inversely matched with the page in single path tree, to obtain the order into single path, comprising:
By with the order at the adjacent page P of single pageiIt is matched with the leaf node at single path tree；
If matching, with the order at the adjacent page P of single pageiIt is the order into the node page in single path
Face；If mismatching, continue next page PiIt is matched with the leaf node at single path tree, until obtaining institute
Some node pages；
The node page is sequentially arranged, to form the order into single path.
In an exemplary embodiment of the disclosure, the method also includes:
It is customized at single path, it is described it is customized at single path include the necessary node page；
According to described customized described at single path tree at single path trimming.
According to one aspect of the disclosure, a kind of order is provided into the determining device of single path characterized by comprising
Module is formed at single path tree, for obtaining user access logs, the user access logs include the first access
Temporal information and the first accession page information, and by the first accession page information according to the first access time information into
Row arrangement, to be formed into single path tree；
Access path forms module, for obtaining the second accession page information, and according to the second accession page information
Corresponding second access time information reverses the second accession page information, to form access path；
Module is obtained at single path, for inversely being matched the access path at single path tree with described, to obtain
The order is obtained into single path.
According to one aspect of the disclosure, a kind of computer readable storage medium is provided, computer program is stored thereon with,
The computer program realizes order described in above-mentioned any one at the determination method of single path when being executed by processor.
According to one aspect of the disclosure, a kind of electronic equipment is provided, comprising:
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor is configured to order described in above-mentioned any one via the execution executable instruction to execute
Single determination method at single path.
The disclosure is by extracting user access logs, according to the first access time information of the user in user access logs
The page info that each user accessed is ranked up, formation is multiple at single path, and is integrally formed multiple at single path
At single path tree；Second accession page information corresponding access time when using application program according to user accesses page for second
Face information is reversed to form an access path；Finally access path is inversely matched at single path tree, to obtain order
At single path.Order can make APP developer obtain user completely at single path at the determination method of single path in the disclosure,
According to can analyze the click volume for obtaining each page in APP at single path, and then optimization can be improved to APP, with raising
User experience.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.It should be evident that the accompanying drawings in the following description is only the disclosure
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.
Fig. 1 schematically shows a kind of order into the flow chart of the determination method of single path；
Fig. 2 schematically shows a kind of order into the Application Scenarios-Example figure of the determination method of single path；
Fig. 3 schematically shows a kind of method flow diagram formed into single path tree；
Fig. 4 schematically shows a kind of reverse matched method flow diagram；
Fig. 5 schematically shows a kind of order into the block diagram of the determining device of single path；
Fig. 6 schematically shows a kind of electronic equipment example frame for realizing the above order at the determination method of single path
Figure；
Fig. 7 schematically shows a kind of computer-readable storage medium for realizing the above order at the determination method of single path
Matter.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.In the following description, it provides perhaps
More details fully understand embodiment of the present disclosure to provide.It will be appreciated, however, by one skilled in the art that can
It is omitted with technical solution of the disclosure one or more in the specific detail, or others side can be used
Method, constituent element, device, step etc..In other cases, be not shown in detail or describe known solution to avoid a presumptuous guest usurps the role of the host and
So that all aspects of this disclosure thicken.
In addition, attached drawing is only the schematic illustrations of the disclosure, it is not necessarily drawn to scale.Identical attached drawing mark in figure
Note indicates same or similar part, thus will omit repetition thereof.Some block diagrams shown in the drawings are function
Energy entity, not necessarily must be corresponding with physically or logically independent entity.These function can be realized using software form
Energy entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or at heterogeneous networks and/or place
These functional entitys are realized in reason device device and/or microcontroller device.
A kind of order is provided firstly in this example embodiment into the determination method of single path, the order is at single path
The method of determination can run on server, can also run on server cluster or Cloud Server etc., certainly, those skilled in the art
Member can also run disclosed method in other platforms according to demand, and particular determination is not done to this in the present exemplary embodiment.
Refering to what is shown in Fig. 1, the order may comprise steps of at the determination method of single path:
Step S110. obtains user access logs, and the user access logs include the first access time information and first
Accession page information, and the first accession page information is arranged according to the first access time information, to be formed
At single path tree；
Step S120. obtains the second accession page information, and is visited according to the second accession page information corresponding second
Ask that temporal information reverses the second accession page information, to form access path；
Step S130. is inversely matched the access path with described at single path tree, with obtain the order at
Single path.
The above order is in the determination method of single path, by reversing the accession page of user according to access time
Formed access path, and according to user access logs formed at single path tree, finally by access path and at single path tree it is inverse
To matching, to obtain order into single path.Order in the disclosure can be such that APP developer obtains at the determination method of single path
User can obtain the click volume of each page in APP by being parsed into single path, and then can instruct completely at single path
APP developer improves optimization to APP, to improve user experience.
In the following, will combine Fig. 2 to the above order in this example embodiment at each step in the determination method of single path
Carry out detailed explanation and explanation.
In step s 110, obtain user access logs, the user access logs include the first access time information and
First accession page information, and the first accession page information is arranged according to the first access time information, with
Form into single path tree.
In an exemplary embodiment of the disclosure, the first access time information is that the page clicks time, the first accession page
Information is the corresponding uniform resource locator of the page.Fig. 3 shows the method formed according to user access logs into single path tree
Schematic diagram, as shown in figure 3, specific as follows at the forming method of single path tree:
Step S301. obtains the user access logs being stored in data warehouse, and the user access logs include
The uniform resource locator and the page of the page click the time；
Step S302. clicks the time according to the page, and the corresponding unified resource of all pages that each user accesses is determined
Position symbol sequence arrangement forms multiple at single path；
More each uniform resource locator in single path of step S303., will be multiple described at phase in single path
Same uniform resource locator integration, it is described at single path tree to be formed.
The forming method at single path tree is described in detail below:
In step S301, the user access logs being stored in data warehouse, the user access logs are obtained
Uniform resource locator and the page including the page click the time.
In an exemplary embodiment of the disclosure, it can be obtained from the data warehouse in server 201 or terminal device 202
User access logs are taken, it can also include that user visits which, which includes access time information and accession page information,
Ask the click data when page, access time information is that the page clicks the time, and accession page information is the corresponding URL of the page, point
Hitting data includes the information such as the number of clicks of the page, and clicks may include access source (referer) and number of request every time
According to (request), wherein referer representative is clicked every time is fetched from which page chain, and request represents click pair every time
The request page answered.Due to clicking at single path there may be multiple, i-th is indicated with referer (i) in the disclosure
Secondary click is fetched from which page chain, indicates that i-th clicks corresponding request page with request (i), i is positive integer.
Page info therein can be the uniform resource locator (Uniform Resource Locator, URL) of the page.
In step s 302, time, unification corresponding to all pages that each user is accessed are clicked according to the page
Resource Locator sequence arrangement forms multiple at single path.
In an exemplary embodiment of the disclosure, the corresponding page can will be clicked for the first time as the root section at single path
Point, according to the click time of the page, the corresponding request page of request (i) that each time is clicked is as the leaf segment at single path
Then point matches the referer (i) that i-th is clicked with the request (i) that i-th is clicked, will if matching
Child node of the referer (i) as the request (i) of corresponding number of clicks.
Further, the record format of referer and request can be converted to identical format, such as with
It is URL format by the format conversion of request, the later period can be directly by referer and request subject to the format of referer
It is matched.Further, the data of extraction can be carried out clear when obtaining user access logs from data warehouse
It washes, to remove noise data.
In step S303, more each uniform resource locator in single path will be multiple described at single path
In the integration of identical uniform resource locator, it is described at single path tree to be formed.
In an exemplary embodiment of the disclosure, since part is at the root node in single path is identical and/or leaf node phase
Together, therefore the root node in multiple paths with identical URL can be integrated into a root node, and/or there will be identical URL
Leaf node be integrated into a leaf node, with formed at single path tree.For example, being all first when usually user runs application program
Homepage is opened, therefore order can when being integrally formed into single path tree at the homepage that the root node of single path is all application program
Using the root by the homepage as tree.
In the step s 120, the second accession page information is obtained, and according to the second accession page information corresponding the
Two access time information reverse the second accession page information, to form access path.
In an exemplary embodiment of the disclosure, available user clicks all pages of access when using application program
Face and accession page corresponding access time reverse all accession pages according to access time, to form the access
Path.
In step s 130, the access path is inversely matched with described at single path tree, to be ordered described in acquisition
List is at single path.
In an exemplary embodiment of the disclosure, after being formed into single path tree and access path, can by access path and
It is inversely matched at single path tree, to obtain order into single path.Fig. 4 shows reverse matched method schematic diagram, such as Fig. 4
It is shown, it is reverse matched method particularly includes:
Step S401. obtains the order in the access path into single page Pn；
In an exemplary embodiment of the disclosure, user may go to complete identical product by clicking the different page of access
Order, therefore order is identical at single page, and order is not exactly the same at the page before single page.In matching process
In, can by order at single page on the basis of, by user access the page inversely matched at single path tree.
Step S402. is by the order at single page PnAccession page before is according to access time serial number, to obtain
Page Pi, wherein 0 < i < n, and i is positive integer；
In an exemplary embodiment of the disclosure, the page that user accesses can be numbered according to access time, respectively
Accession page is denoted as Pi(i=1,2,3 ... n), wherein P1For the page (such as: homepage) clicked for the first time, PnIt is order into single page.
Certainly, the accession page number in the disclosure is not limited thereto.
Step S403. is by the page PiIt is reversed according to the access time, and successively with described at single path tree
In the page inversely match, to obtain the order into single path.
In an exemplary embodiment of the disclosure, determine order at single page PnAfterwards, by order at single page PnAll pages before
Face PiIt is reversed according to access time, it then will be with order at single page PnAdjacent page Pn-1With at the leaf segment in single path tree
Point is matched, if matching, by page Pn-1As order at a node page in single path；If mismatching, give up
Page Pn-1, by page Pn-2Matched at the leaf node in single path tree, circulation matching until obtain it is all at single channel
The matched node page P of diameter tree leaf nodei'；Finally by all node page Pi' arranged according to the click time sequencing of the page
Column form order into single path.
Order in the disclosure is at the determination method of single path by obtaining access path with inversely matching at single path tree
The order of user is obtained into single path, APP supplier can be made to obtain user completely at single path, can be divided according at single path
Analysis obtains the click volume of each page in APP, and then optimization can be improved to APP, to improve user experience.
In an exemplary embodiment of the disclosure, can be with customized at single path, and repaired according to customized at single path
It is cut into single path tree.Since user may access multiple pages during forming an order, therefore accessed according to user
Log formed at that may include some inessential nodes in single path so that too long at single path, formed in this way at single channel
Diameter tree is not enough concentrated, it is difficult to determine order at single path.Such as the APP more for function, such as safety gold house keeper, it is therein
Product form is more, comprising common electric business product, insurance products, finance product, credit cards product etc., but also is continuing to expand
, if not defining path but directly being calculated with data, order can disperse at single path, is inaccurate very much.
By customized at single path, the inessential node in single path can be wiped out into, only retains necessary node, such as
What is formed according to user access logs is homepage-page 1- page 2- page 3- order into single page-completion order page at single path,
But the wherein not necessarily node page of the page 2, then the page 2 can be wiped out, after building is homepage-page at single path
1- page 3- order can make into single path tree in this way and more concentrate at single page-completion order page, reverse matching obtain order at
It is more convenient when single path.
The disclosure additionally provides a kind of order into the determining device of single path.Fig. 5 shows order into the determination of single path
The structural schematic diagram of device, as shown in figure 5, the order, which may include into single path tree at the determining device of single path, forms module
510, access path forms module 520 and obtains module 530 at single path.Wherein:
Module 510 is formed at single path tree, for obtaining user access logs, the user access logs include the first visit
Ask temporal information and the first accession page information, and by the first accession page information according to the first access time information
It is arranged, to be formed into single path tree；
Access path forms module 520, believes for obtaining the second accession page information, and according to second accession page
It ceases corresponding second access time information to reverse the second accession page information, to form access path；
Module 530 is obtained at single path, for the access path inversely to be matched with described at single path tree, with
The order is obtained into single path.
The above order is at the detail of each module in the determining device of single path in corresponding order at single path
Determination method in be described in detail, therefore details are not described herein again.
It should be noted that although being referred to several modules or list for acting the equipment executed in the above detailed description
Member, but this division is not enforceable.In fact, according to embodiment of the present disclosure, it is above-described two or more
Module or the feature and function of unit can embody in a module or unit.Conversely, an above-described mould
The feature and function of block or unit can be to be embodied by multiple modules or unit with further division.
In addition, although describing each step of method in the disclosure in the accompanying drawings with particular order, this does not really want
These steps must be executed in this particular order by asking or implying, or having to carry out step shown in whole could realize
Desired result.Additional or alternative, it is convenient to omit multiple steps are merged into a step and executed by certain steps, and/
Or a step is decomposed into execution of multiple steps etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, mobile terminal or network equipment etc.) is executed according to disclosure embodiment
Method.
In an exemplary embodiment of the disclosure, a kind of electronic equipment that can be realized the above method is additionally provided.
Person of ordinary skill in the field it is understood that various aspects of the disclosure can be implemented as system, method or
Program product.Therefore, various aspects of the disclosure can be with specific implementation is as follows, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 600 of this embodiment according to the disclosure is described referring to Fig. 6.The electronics that Fig. 6 is shown
Equipment 600 is only an example, should not function to the embodiment of the present disclosure and use scope bring any restrictions.
As shown in fig. 6, electronic equipment 600 is showed in the form of universal computing device.The component of electronic equipment 600 can wrap
It includes but is not limited to: at least one above-mentioned processing unit 610, at least one above-mentioned storage unit 620, the different system components of connection
The bus 630 of (including storage unit 620 and processing unit 610).
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 610
Row, so that various according to the disclosure described in the execution of the processing unit 610 above-mentioned " illustrative methods " part of this specification
The step of illustrative embodiments.For example, the processing unit 610 can execute step S110 as shown in fig. 1: obtaining and use
Family access log, the user access logs include the first access time information and the first accession page information, and by described the
One accession page information is arranged according to the first access time information, to be formed into single path tree；Step S120: it obtains
Second accession page information, and visited according to the corresponding second access time information of the second accession page information by described second
Ask that page info reverses, to form access path；Step S130: the access path is carried out with described at single path tree
Reverse matching, to obtain the order into single path.
Storage unit 620 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 6201 and/or cache memory unit 6202, it can further include read-only memory unit (ROM) 6203.
Storage unit 620 can also include program/utility with one group of (at least one) program module 6205
6204, such program module 6205 includes but is not limited to: operating system, one or more application program, other program moulds
It may include the realization of network environment in block and program data, each of these examples or certain combination.
Bus 630 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 600 can also be with one or more external equipments 1100 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 600 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 600 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 550.Also, electronic equipment 600 can be with
By network adapter 660 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.As shown, network adapter 660 is communicated by bus 630 with other modules of electronic equipment 600.
It should be understood that although not shown in the drawings, other hardware and/or software module can not used in conjunction with electronic equipment 600, including but not
Be limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and
Data backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to disclosure embodiment
Method.
In an exemplary embodiment of the disclosure, a kind of computer readable storage medium is additionally provided, energy is stored thereon with
Enough realize the program product of this specification above method.In some possible embodiments, various aspects of the disclosure may be used also
In the form of being embodied as a kind of program product comprising program code, when described program product is run on the terminal device, institute
Program code is stated for executing the terminal device described in above-mentioned " illustrative methods " part of this specification according to this public affairs
The step of opening various illustrative embodiments.
Refering to what is shown in Fig. 7, describing the program product for realizing the above method according to embodiment of the present disclosure
700, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device,
Such as it is run on PC.However, the program product of the disclosure is without being limited thereto, in this document, readable storage medium storing program for executing can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter
Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or
System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive
List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal,
Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing
Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its
The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have
Line, optical cable, RF etc. or above-mentioned any appropriate combination.
Can with any combination of one or more programming languages come write for execute the disclosure operation program
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In addition, above-mentioned attached drawing is only the schematic theory of the processing according to included by the method for disclosure exemplary embodiment
It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable
Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
His embodiment.The disclosure is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Adaptive change follow the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure or
Conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by claim
It points out.
Claims (10)
1. a kind of order is at the determination method of single path characterized by comprising
User access logs are obtained, the user access logs include the first access time information and the first accession page information,
And arrange the first accession page information according to the first access time information, to be formed into single path tree；
Obtain the second accession page information, and according to the corresponding second access time information of the second accession page information by institute
It states the second accession page information to reverse, to form access path；
The access path is inversely matched with described at single path tree, to obtain the order into single path.
2. order according to claim 1 is at the determination method of single path, which is characterized in that the first access time letter
Breath is that the page clicks the time, and the first accession page information is the corresponding uniform resource locator of the page；
The acquisition user access logs, the user access logs include that the first access time information and the first accession page are believed
Breath, and the first accession page information is arranged according to the first access time information, to be formed into single path tree,
Include:
The user access logs being stored in data warehouse are obtained, the user access logs include the unified resource of the page
Finger URL and the page click the time；
Time, the corresponding uniform resource locator sequence arrangement shape of all pages that each user is accessed are clicked according to the page
At each user of multiple correspondences at single path；
Compare each uniform resource locator in single path, described determines multiple at unified resource identical in single path
Position symbol integration, it is described at single path tree to be formed.
3. order according to claim 2 is at the determination method of single path, which is characterized in that in the user access logs
It clicks comprising access source and request data, wherein access source is clicked every time to be fetched from which page chain, asks every time
Seeking data is to click corresponding request page every time；
It is described that time, the sequence of uniform resource locator corresponding to all pages that each user is accessed are clicked according to the page
Arrangement forms multiple at single path, comprising:
Using the corresponding uniform resource locator of the page clicked for the first time as the root node at single path；
Using the corresponding uniform resource locator of the request page in the request data as the leaf node at single path；
The corresponding uniform resource locator in the access source is matched with each leaf node；
If matching, using the corresponding uniform resource locator in the access source as the child node of the leaf node.
4. order according to claim 3 is at the determination method of single path, which is characterized in that described by multiple Cheng Dan
Identical uniform resource locator integration, described at single path tree to be formed in path, comprising:
Each root node in single path with identical uniform resource locator is integrated into a root node, there will be phase
Leaf node with uniform resource locator is integrated into a leaf node, described at single path tree to obtain.
5. order according to claim 1 is at the determination method of single path, which is characterized in that described by the access path
It is inversely matched with described at single path tree, to obtain the order into single path, comprising:
The order in the access path is obtained into single page Pn；
By the order at single page PnAccession page before is according to access time serial number, to obtain page Pi, wherein 0 < i <
N, and i is positive integer；
By the page PiIt is reversed according to the access time, and successively with described at the page in single path tree reverse
Match, to obtain the order into single path.
6. order according to claim 5 is at the determination method of single path, which is characterized in that described by the page PiIt presses
It reverses according to the access time, and is successively inversely matched with the page in single path tree, to obtain the order
At single path, comprising:
By with the order at the adjacent page P of single pageiIt is matched with the leaf node at single path tree；
If matching, with the order at the adjacent page P of single pageiIt is the order into the node page in single path；If
It mismatches, then continues next page PiIt is matched with the leaf node at single path tree, until obtaining all
The node page；
The node page is sequentially arranged, to form the order into single path.
7. order according to claim 1 is at the determination method of single path, which is characterized in that the method also includes:
It is customized at single path, it is described it is customized at single path include the necessary node page；
According to described customized described at single path tree at single path trimming.
8. a kind of order is at the determining device of single path characterized by comprising
Module is formed at single path tree, for obtaining user access logs, the user access logs included the first access time
Information and the first accession page information, and the first accession page information is arranged according to the first access time information
Column, to be formed into single path tree；
Access path forms module, for obtaining the second accession page information, and it is corresponding according to the second accession page information
The second access time information the second accession page information is reversed, to form access path；
Module is obtained at single path, for inversely being matched the access path at single path tree with described, to obtain
Order is stated into single path.
9. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program quilt
Realize the described in any item orders of claim 1-7 at the determination method of single path when processor executes.
10. a kind of electronic equipment characterized by comprising
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor is configured to require 1-7 described in any item via executing the executable instruction and carry out perform claim
Order at single path determination method.
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| CN201810962594.2A CN109284450B (en) | 2018-08-22 | 2018-08-22 | Method and device for determining order forming paths, storage medium and electronic equipment |
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| CN201810962594.2A CN109284450B (en) | 2018-08-22 | 2018-08-22 | Method and device for determining order forming paths, storage medium and electronic equipment |
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