CN103593441A - Method and device for obtaining maximum conversion step number of session - Google Patents
Method and device for obtaining maximum conversion step number of session Download PDFInfo
- Publication number
- CN103593441A CN103593441A CN201310575237.8A CN201310575237A CN103593441A CN 103593441 A CN103593441 A CN 103593441A CN 201310575237 A CN201310575237 A CN 201310575237A CN 103593441 A CN103593441 A CN 103593441A
- Authority
- CN
- China
- Prior art keywords
- step number
- webpage
- session
- conversion step
- conversion
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000006243 chemical reaction Methods 0.000 title claims abstract description 256
- 238000000034 method Methods 0.000 title claims abstract description 74
- 238000012545 processing Methods 0.000 claims abstract description 11
- 230000037361 pathway Effects 0.000 claims description 49
- 230000001131 transforming effect Effects 0.000 claims description 22
- 230000001174 ascending effect Effects 0.000 claims description 7
- 238000000605 extraction Methods 0.000 claims description 4
- 238000012216 screening Methods 0.000 abstract description 17
- 230000008569 process Effects 0.000 abstract description 12
- 101100256916 Caenorhabditis elegans sid-1 gene Proteins 0.000 description 10
- 101000840469 Arabidopsis thaliana Isochorismate synthase 1, chloroplastic Proteins 0.000 description 9
- 101100256922 Caenorhabditis elegans sid-3 gene Proteins 0.000 description 9
- 230000026683 transduction Effects 0.000 description 9
- 238000010361 transduction Methods 0.000 description 9
- 238000004364 calculation method Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 6
- 230000006870 function Effects 0.000 description 6
- 238000012163 sequencing technique Methods 0.000 description 6
- 238000009795 derivation Methods 0.000 description 5
- 230000000694 effects Effects 0.000 description 5
- 230000009471 action Effects 0.000 description 3
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 206010010774 Constipation Diseases 0.000 description 2
- 101150070475 SIT1 gene Proteins 0.000 description 2
- 101100366400 Schizosaccharomyces pombe (strain 972 / ATCC 24843) spg1 gene Proteins 0.000 description 2
- 230000013011 mating Effects 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000008901 benefit Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000010422 painting Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Information Transfer Between Computers (AREA)
- Computer And Data Communications (AREA)
Abstract
The invention discloses a method and device for obtaining the maximum conversion step number of a session. The method comprises the steps that route configuration information of a conversion route chain configured in advance is obtained; route information generated by a browsed webpage during a session process of a user is received; the route information and the route configuration information are matched, the conversion step number matched on each webpage in the session and a previous conversion step number are obtained; according to the conversion step number matched on each webpage and the previous conversion step number, the reaching step number of each webpage in the session is set; the difference value of the matched previous conversion step number and the reaching step number of each webpage is computed, the conversion step number difference value of each webpage in the session is generated; the webpage with the conversion step number difference value of 1 is extracted, and according to the conversion step number corresponding to the webpage with the conversion step number difference value of 1, the maximum conversion step number of the session is obtained. According to the method and device, overmuch performance loss during the process of obtaining the optimized conversion step number by screening processing is lowered, and duplicate removal efficiency is improved.
Description
Technical field
The present invention relates to computer internet field, in particular to a kind of method and device that obtains the maximum conversion step number of session.
Background technology
In the prior art traditional calculations that maximum conversion step number provides in determining various sessions, in each session, occurred after the continuous page browsing of user, can attempt, in the order of page browsing, transduction pathway is carried out to Screening Treatment, thereby obtain the most preferred conversion step number of current sessions, the method of the most preferred conversion step number of current sessions is obtained in the above-mentioned Screening Treatment to transduction pathway, often need table scan and the data of one or many to delete, consumption energy relatively, after having transformed, also can reattempt the path chain arranging by client oneself and do order coupling, see in the routing information that user accesses and whether comprise all configuration paths, and need to do by suitable lining by line scan, centre must neglect interference path recited above, this traditional mode, unusual consumption energy, have even by recurrence or configured how many paths, will constantly with how many times table, connect to reach this object.
At present for the carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger of correlation technique, and reduce the problem of system performance, not yet proposed at present effective solution.
Summary of the invention
Carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger for correlation technique, and reduced the problem of system performance, effective solution is not yet proposed at present, for this reason, fundamental purpose of the present invention is to provide a kind of method and device that obtains the maximum conversion step number of session, to address the above problem.
To achieve these goals, according to an aspect of the present invention, a kind of method of obtaining the maximum conversion step number of session is provided, the method comprises: obtain the path configuration information of pre-configured conversion pathway chain, path configuration information comprises: path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number; Receive user's routing information that browsing page produces in conversation procedure, routing information comprises: the banner of each webpage in conversation procedure; Routing information is mated with path configuration information, obtain conversion step number and a upper conversion step number that in session, each webpage matches; The conversion step number matching according to each webpage in session and upper one transform step number, and the arrival step number of each webpage in session is set; Calculate the upper difference that transforms the arrival step number of step number and each webpage that in session, each webpage matches, generate the conversion step number difference of each webpage in session; Extracting and in session, transforming step number difference is 1 webpage, according to transforming the corresponding conversion step number of webpage that step number difference is 1, obtains the maximum conversion step number of session.
To achieve these goals, according to a further aspect in the invention, a kind of device that obtains the maximum conversion step number of session is provided, this device comprises: acquisition module, for obtaining the path configuration information of pre-configured conversion pathway chain, path configuration information comprises: path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number; Receiver module, the routing information producing at conversation procedure browsing page for receiving user, routing information comprises: the banner of each webpage in conversation procedure; Matching module, for routing information is mated with path configuration information, obtains conversion step number and a upper conversion step number that in session, each webpage matches; Module is set, for conversion step number and the upper conversion step number matching according to each webpage of session, the arrival step number of each webpage in session is set; Computing module, the upper difference that transforms the arrival step number of step number and each webpage matching for calculating each webpage of session, the conversion step number difference of each webpage in generation session; Processing module, for extracting session, to transform step number difference be 1 webpage, according to transforming the corresponding conversion step number of webpage that step number difference is 1, obtains the maximum conversion step number of session.
By the present invention, adopt the path configuration information that obtains pre-configured conversion pathway chain, path configuration information comprises: path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number; Receive user's routing information that browsing page produces in conversation procedure, routing information comprises: the banner of each webpage in conversation procedure; Routing information is mated with path configuration information, obtain conversion step number and a upper conversion step number that in session, each webpage matches; The conversion step number matching according to each webpage in session and upper one transform step number, and the arrival step number of each webpage in session is set; Calculate the upper difference that transforms the arrival step number of step number and each webpage that in session, each webpage matches, generate the conversion step number difference of each webpage in session; Extracting and in session, transforming step number difference is 1 webpage, according to transforming the corresponding conversion step number of webpage that step number difference is 1, obtain the maximum conversion step number of session, solved carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger of correlation technique, and reduced the problem of system performance, and then realized and to have reduced Screening Treatment and obtain the optimum effect that consumes too much performance, improved deduplicated efficiency that transforms in step number process.
Accompanying drawing explanation
Accompanying drawing described herein is used to provide a further understanding of the present invention, forms the application's a part, and schematic description and description of the present invention is used for explaining the present invention, does not form inappropriate limitation of the present invention.In the accompanying drawings:
Fig. 1 is according to the method flow diagram of the maximum conversion step number of obtaining session of the embodiment of the present invention;
Fig. 2 is according to the method detail flowchart of the maximum conversion step number of obtaining session of the embodiment of the present invention; And
Fig. 3 is according to the apparatus structure schematic diagram of the maximum conversion step number of obtaining session of the embodiment of the present invention.
Embodiment
It should be noted that, in the situation that not conflicting, embodiment and the feature in embodiment in the application can combine mutually.Describe below with reference to the accompanying drawings and in conjunction with the embodiments the present invention in detail.
Below the key concept that relates to regard to the application be elaborated.
The page browsing that the application relates to refers to user's a page access.
There is the routing information after browsing pages in the path that the application relates to, notices that in path, identical page browsing is can be merged, therefore there will not be the routing information of similar A->A while referring to user's access websites.For example, user's page browsing order is successively: A->B->B->C-Gre atT.GreaT.GTB->B->D, corresponding routing information is A->B->C->B-Gre atT.GreaT.GTD, now, contiguous and identical page browsing can be merged, non-conterminous same page is browsed can be not merged, the implication in Here it is term path.
The path that the application relates to transforms and refers to that client can configure some specific conversion pathway to website, as register conversion pathway, the corresponding conversion chain of configurable conversion pathway is: homepage-> registration-> succeeds in registration.In all accession pages when user conversation, having comprised all will be regarded as from the beginning page to follow-up any page transforming on chain transforms, and only have the conversion pathway of all configurations has all been accessed and just thought to transform successfully, otherwise can record maximum conversion step number, for example, in registration conversion pathway, when user has just left to unsuccessful registration after enrollment page, maximum conversion step number can be 2 so, if just left to homepage, that maximum conversion step number can be 1, if all accessed, can think to transform completely, maximum step number, system can assumed by default particular path value of conversion 100.
Concrete, above-mentioned path transforms only needs client to access according to the order of sequence, if path access chain is above A->B->C->B-Gre atT.GreaT.GTD, if the conversion chain of client's configuration is A->B->D, also will be considered as transforming, only need to guarantee on user's access path chain, there is sequenced A->B->D, although user once removed the C page between A->B, but can exclude above-mentioned interference, for example, when a client path of definition is: browse commodity-> and add behind the path of place an order-> of shopping cart-> payment, even if adding shopping cart in the path placing an order, user removed other goods browse or the page of individual address administration, the information that these should not disturb this path to transform, system still thinks that user, according to our path of definition, conversion has occurred.
Embodiment mono-:
Based on above-mentioned vocabulary in its most basic configuration, Fig. 1 is according to the method flow diagram of the maximum conversion step number of obtaining session of the embodiment of the present invention; Fig. 2 is according to the method detail flowchart of the maximum conversion step number of obtaining session of the embodiment of the present invention.
As shown in Figure 1, this method of obtaining the maximum conversion step number of session comprises the steps:
Step S10, obtains the path configuration information of pre-configured conversion pathway chain, and path configuration information comprises: path transforms the banner of each webpage in chain, the conversion step number of each webpage and upper one transform step number.
Step S30, receives user's routing information that browsing page produces in conversation procedure, and routing information comprises: the banner of each webpage in conversation procedure.Concrete, the routing information in this step is to receive the data that User Page is browsed.
Step S50, mates routing information with path configuration information, obtain conversion step number and a upper conversion step number that in session, each webpage matches.
Step S70, the conversion step number matching according to each webpage in session and upper one transform step number, and the arrival step number of each webpage in session is set.
Step S90, calculates the upper difference that transforms the arrival step number of step number and each webpage that in session, each webpage matches, and generates the conversion step number difference of each webpage in session.
Step S110, extracting and in session, transforming step number difference is 1 webpage, according to transforming the corresponding conversion step number of webpage that step number difference is 1, obtains the maximum conversion step number of session.
In the above embodiments of the present application, user, initiate in the process of a session, the path configuration information of conversion pathway chain that can be based on having configured, determine conversion step number and a upper step of converting of each webpage in current sessions, thereby the arrival step number of each webpage in session is further set, the arrival step number of the last upper conversion step number matching according to each webpage and each webpage calculates the conversion step number difference of each webpage, finally by the maximum conversion step number that obtains current sessions of screening.Because such scheme has defined a kind of efficient path transform mode, no matter user configured conversion has how many, do not need self to show the huge expense connecting, only need a table scan, calculate the sequential value (this is for SQL is from tape function, and performance is efficient, is batch processing logic) of twice packet sequencing, finally by once showing grouping, obtain needed result again, calculate maximum path and arrive step number.Thereby solved carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger of correlation technique, and reduced the problem of system performance, and then realized and to have reduced Screening Treatment and obtain the optimum effect that consumes too much performance, improved deduplicated efficiency that transforms in step number process.
In the above embodiments of the present application, as shown in Figure 2, the step that step S10 obtains the path configuration information of pre-configured conversion pathway chain can comprise following implementation:
Step S101, the webpage in configuration conversion pathway chain and the access order of webpage.Concrete, this step can configure the access path in conversion pathway chain by client, and this access path comprises the info web of access and the access order of webpage.
Step S102, to the conversion step number of the banner of each webpage of Web Page Tags in conversion pathway chain, each webpage and a upper conversion step number.Concrete, this step can be stamped the label of current step number for each conversion pathway, can comprise conversion step number and a upper conversion step number of current web page.
Step S103, the conversion step number that last webpage in conversion pathway chain is set is special step Numerical.Concrete, whether this step can realize that step finally completing is configured to particular value, to distinguish, complete.
Concrete, above-mentioned steps system receives the path configuring and transforms chain, this path transforms chain and can according to predetermined information, configure by client, in path configuration information, recorded path transform each webpage in chain the path of configuration transform conversion step number in chain and on one transform step number, meanwhile, the particular value that path transforms the page while changing into merit in chain can be set, can think particular value corresponding to page setup when this path transforms chain and completes, for example, particular value can be as 100.
For example, the configuration path of a session is converted into example and describes: as a session above: homepage-> registration-> succeeds in registration, first be the label of each Web Page Tags step number, show that each is configured in the step number in configuration, after having beaten: homepage (the 1st step)-> registration (the 2nd step)-> (100 steps that succeed in registration, represented), and last path step is defined as to path transforms and to be successfully completed, adopt particular value 100 to set.
In the above embodiments of the present application, as shown in Figure 2, step S50 mates routing information with path configuration information, obtains conversion step number and the upper step that transforms step number that in session, each webpage matches and can comprise following implementation:
Step S501, contrasts the banner of each webpage in the banner of each webpage in conversation procedure and path conversion chain, obtains having the webpage of same web page sign.Concrete, be that the routing information that user is carried out to page browsing mates wherein with path configuration information, in the situation that the match is successful, perform step S502.
Step S502, extract conversion step number and a upper conversion step number that path transforms the webpage in chain with same web page sign, to transform step number and a upper conversion step number assignment to the webpage in session, obtain conversion step number and a upper conversion step number of each webpage in routing information.Be the session identification of each webpage in outgoing route information, the current step number in path configuration information and previous step number.
The application's above-mentioned steps S501 has realized to step S503, after system receives user's a page browsing, records the routing information that this is browsed, and this routing information records the web page contents of this page browsing and browses order.System transforms the path configuration information of chain according to the path of above-mentioned configuration, the routing information that this is browsed carries out matching treatment, the each page browsing that is user mates accordingly, when being included in path, this routing information of browsing transforms in chain, the match is successful, the path of recording each webpage in this path of browsing transforms step number, and the previous step number of path conversion.
Concrete, in the embodiment of the present application, user can send repeatedly session, and each session meeting comprises a plurality of page access, below just take session Sid1, Sid2, Sid3, Sid4 and above-described embodiment be described in detail as example.
Above-mentioned steps S501 can preserve with the form of tables of data to the source data getting after step S503 carries out.Wherein, after the Webpage of system each user's access in receiving each conversation procedure is browsed PV, can according to the rule of configuration information, to the webpage in above-mentioned 4 sessions, mate according to the page in path configuration information, if the match is successful, can be recorded to transduction pathway temporary table ConversionPathSplit table, it is the tables of data of a data source, concrete, can record conversion step number that in each conversation procedure, all accession pages match and upper one and transform step number, above-mentioned list structure and record as shown in table 1 below:
Table 1:
Concrete, from the content of upper table 1:
In session Sid1, the match is successful in path configuration information for 3 pages of user's access, be in conversion pathway chain, to comprise all browsing pages in this session Sid1, wherein, the conversion step number that first page matches in path configuration information is 1, and the upper conversion step number matching is 0; The conversion step number that second page matches in path configuration information is 2, and to transform step number be 1 to upper of matching; The conversion step number that the 3rd page matches in path configuration information is 100, and to transform step number be 2 to upper of matching.Hence one can see that, and current sessions Sit1 is one and transforms completely successfully session.
In session Sid2, the match is successful in path configuration information for 2 pages of user's access, be in conversion pathway chain, to comprise all browsing pages in this session Sid2, wherein, the conversion step number that first page matches in path configuration information is 1, and the upper conversion step number matching is 0; The conversion step number that second page matches in path configuration information is 1, and to transform step number be 0 to upper of matching.Hence one can see that, and current sessions Sit2 is not completely successfully session of a conversion, the conversion step number matching due to the page of twice access with upper one to transform step number all identical, therefore, current sessions Sit2 is the session of a repeated accesses.
In session Sid3, the match is successful in path configuration information for 3 pages of user's access, be in conversion pathway chain, to comprise all browsing pages in this session Sid3, wherein, the conversion step number that first page matches in path configuration information is 1, and the upper conversion step number matching is 0; The conversion step number that second page matches in path configuration information is 2, and to transform step number be 1 to upper of matching; The conversion step number that the 3rd page matches in path configuration information is 100, and to transform step number be 5 to upper of matching.Hence one can see that, and current sessions Sit3 is one and transforms complete successfully session, but the upper conversion step number matching due to the 3rd page is 5, therefore, represents relatively not arrival of the middle paths of this session of conversion pathway chain.
In session Sid4, the match is successful in path configuration information for 3 pages of user's access, and wherein, the conversion step number that first page matches in path configuration information is 2, and the upper conversion step number matching is 1; The conversion step number that second page matches in path configuration information is 3, and to transform step number be 2 to upper of matching; The conversion step number that the 3rd page matches in path configuration information is 100, and to transform step number be 3 to upper of matching.Hence one can see that, and current sessions Sit1 is one and transforms completely successfully session, but lack the first page in the conversion pathway chain of configuration, in conversion pathway chain, do not comprise all browsing pages in this session Sid1, and this time session is once invalid session.
After execution of step S50 or step S502, enter and receive matching result as the step of the data input of calculation procedure.
Preferably, in the above embodiments of the present application, as shown in Figure 2, and the conversion step number that step S70 matches according to each webpage in session and a upper conversion step number, the step that the arrival step number of each webpage in session is set can comprise following implementation:
Step S701, carries out ascending order or descending sort according to the step of converting of each webpage in session and a upper conversion step number to all webpages, and by step of converting in the webpage after sequence and/or a upper identical Web Page Tags duplicate removal label of conversion step number.This step generates a derivation and is listed as, and for example: by session identification, divide into groups, path transforms step number ascending sort, application dense_rank carries out duplicate removal sequence, and this value is listed as derivation.
Step S702, sequentially arranges the arrival step number of each webpage in session according to the ranking results of webpage, wherein, the arrival step number of webpage that is provided with duplicate removal label is identical.
Concrete, still take session Sid1, Sid2, Sid3, Sid4 above-described embodiment to be described in detail as example.Above-mentioned steps S701 can derive from a data rows after step S702 carries out, derive from the numbering that row reach step number, can adopt the SQLServer of ranking function dense_rank from tape function, after dividing into groups according to SessionID, for arriving step number, all pages in each Session carry out ascending order arrangement, and stamp the label after duplicate removal, duplicate removal refers to that continuous arrival step number can be stamped identical sequencing numbers.As shown in table 2 in detail, on the basis of table 1, derive from the numbering that row arrive the Sorted list of step number.
Table 2:
Concrete, from the content of upper table 2:
In session Sid1, the arrival step number of 3 pages of user's access is respectively 1,2,3, and this transforms in completely successfully session, and three pages complete access according to predetermined configurations rule.
In session Sid2, the arrival step number of 2 pages of user's access is respectively 1,1, this session Sit2 is not completely successfully session of a conversion, wherein, the page of the 2nd access or first page in conversion pathway chain, the page of twice access is that repeated accesses path obtains, therefore, in current sessions Sit2, the corresponding path of the page of twice repeated accesses is provided with identical duplicate removal label.
In session Sid3, the arrival step number of 3 pages of user's access is respectively 1,2,3, and this transforms in completely successfully session, and three pages complete access according to predetermined configurations rule.
In session Sid4, the arrival step number of 3 pages of user's access is respectively 1,2,3.
Preferably, in the above embodiments of the present application, after execution of step S70 or step S702, enter step S90.Wherein, step S90, calculates the upper difference that transforms the arrival step number of step number and each webpage that in session, each webpage matches, and generates the conversion step number difference of each webpage in session.Be the value that applying step S70 or step S702 obtain, then deduct the previous step number that the path in source data transforms, derive from this difference row.
Concrete, still take session Sid1, Sid2, Sid3, Sid4 above-described embodiment to be described in detail as example.Above-mentioned steps S90 can realize the tables of data of the derivation Sorted list based on shown in table 2 after carrying out, can derive from again difference row, be used for characterizing conversion step number difference, concrete account form is DenserankRowNumber-configuredLastStepIndex, even if use a conversion step number, ask difference to calculate with corresponding arrival step number, result of calculation is as shown in table 3 below:
Table 3:
Concrete, from the content of upper table 3:
The conversion step number difference that in session Sid1, each webpage derives from is respectively 1,1,1, and this transforms in completely successfully session, and each page is identical with the conversion step number in predetermined path configuration information.
The conversion step number difference that in session Sid2, each webpage derives from is respectively 1,1, and in this session Sit2, two pages are identical with the conversion step number in predetermined path configuration information.
The conversion step number difference that in session Sid3, each webpage derives from is respectively 1,1 ,-2, and this transforms in completely successfully session, only has the first two page identical with the conversion step number in predetermined path configuration information.
The conversion step number difference that in session Sid4, each webpage derives from is respectively 0,0,0, and in this session Sit4, all pages are not identical with the conversion step number in predetermined path configuration information.
Preferably, in above-mentioned each embodiment of the application, in the situation that system comprises a plurality of session, the session identification of each session is set, wherein, as shown in Figure 2, in step S110 implementation process, the step that the corresponding conversion step number of webpage that is 1 according to conversion step number difference is obtained the maximum conversion step number of session can comprise following implementation:
Step S1101, divides into groups to session according to session identification, makes corresponding at least one the conversion step number difference of each session identification.For example, according to SessionID, divide into groups.
Step S1102, after transforming step number difference and be 1 webpage in extracting session, the corresponding conversion step number of webpage that reading and converting step number difference is 1, obtains at least one preliminary election and transforms step number.Concrete, this step has realized to be selected all differences and classifies 1 data line as, represents continuous path access.
Step S1103, selects maximum preliminary election to transform step number as the maximum conversion step number of session.For example, can choose conversion step number maximum in the data of rear each SessionId of grouping as final maximum conversion step number.
Concrete, still take session Sid1, Sid2, Sid3, Sid4 above-described embodiment to be described in detail as example.
Wherein, above-mentioned steps S1101 has realized screening, and to obtain transforming step number difference be 1 session, specifically as shown in table 4 below in detail, only selects all row that difference row DiffNumber is 1 on the basis of table 3.
Table 4
Concrete, from the content of upper table 4:
Those conversion step number differences are not 1 row, be 0 or the row of negative, certain step number in the middle of representing to have lacked, as sid4 above, be 0 to be illustrated in path and to arrive in step number, before this coupling path, lacked a step number (configure 1 page in road, the last page is 0), its difference of 100 step numbers of mating in sid3 classifies-2 as, represent that user is when this step number of access, before lacked 3 step numbers (i.e. 3,4,5 steps) in configuration conversion pathway.Last basis result above, then Session is divided into groups, get respectively the wherein maximal value of StepIndex, just obtain final result.
Further, above-mentioned steps S1102 and step S1103, realized the example based on shown in table 4, then Session is divided into groups, and gets respectively the wherein maximal value of StepIndex, just obtains final result.Specifically as shown in table 5 below in detail.
Table 5
Hence one can see that, and session Sid1 transforms completely successfully session, and access and carried out the final step conversion page.And not success conversion completely of session Sid2 has only had access to first page constipation bundle; Session Sid3 not success transforms completely, has only had access to second page constipation bundle; Session Sid4 not success transforms completely, and the first accession page does not all have access.
In summary, in the example that the application provides, by the step number that completes that path is transformed, i.e. the particular value definition of final step, distinguishes common path and transforms step number and the last step number that completes; By utilizing the auxiliary maximum of calculating efficiently of the current step number of path conversion and the information of previous step to arrive step number; By session is divided into groups, according to path, transforming step number sorts, and derivation row that the dense_rank of application duplicate removal sort and obtains, and carry out sequence of differences with the previous step of path conversion, determine difference and are 1 the special continuous path access of line display that records.
It should be noted that, in the step shown in the process flow diagram of accompanying drawing, can in the computer system such as one group of computer executable instructions, carry out, and, although there is shown logical order in flow process, but in some cases, can carry out shown or described step with the order being different from herein.
Embodiment bis-:
In the process of further details of each embodiment of describing the application, can be described with reference to Figure 3 a suitable counting system structure of the principle that can be used for realizing the application.In the following description, except as otherwise noted, otherwise with reference to the symbol of the action of being carried out by one or more computing machines and operation, represent to describe each embodiment of the application.Thus, be appreciated that and be sometimes called as processing unit that this class action that computing machine carries out and operation comprise computing machine to represent the manipulation of the electric signal of data with structured form.This manipulation transforms on data or the position in the accumulator system of computing machine, safeguard it, the operation of computing machine is reshuffled or changed to this mode of all understanding with those skilled in the art.The data structure of service data is the physical location of storer with the defined particular community of form of data.Yet although describe the application in above-mentioned context, it does not also mean that restrictively, as understood by those skilled in the art, the each side of hereinafter described action and operation also available hardware realizes.
Turn to accompanying drawing, wherein identical reference number refers to identical element, and the application's principle is shown in a suitable computing environment and realizes.Below describe based on the application's embodiment, and should not think the alternative embodiment about clearly not describing herein and limit the application.
Fig. 3 shows the schematic diagram of an example computer architecture that can be used for these equipment.For purposes of illustration, the architecture of painting is only an example of proper environment, not the application's usable range or function is proposed to any limitation.This computing system should be interpreted as to the arbitrary assembly shown in Fig. 3 or its combination are had to any dependence or demand yet.
The application's principle can or configure with other universal or special calculating or communication environment and operate.The example that is applicable to the application's well-known computing system, environment and configuration includes but not limited to, personal computer, server, multicomputer system, the system based on micro-processing, minicomputer, mainframe computer and the distributed computing environment that comprises arbitrary said system or equipment.
In its most basic configuration, Fig. 3 is according to the apparatus structure schematic diagram of the maximum conversion step number of obtaining session of the embodiment of the present invention.As shown in Figure 3, this device that obtains the maximum conversion step number of session can comprise: an acquisition module 101, a receiver module 103, a matching module 105, arrange module 107, a computing module 109, a processing module 111.
Wherein, acquisition module 101, for obtaining the path configuration information of pre-configured conversion pathway chain, path configuration information comprises: path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number; Receiver module 103, the routing information producing at conversation procedure browsing page for receiving user, routing information comprises: the banner of each webpage in conversation procedure; Matching module 105, for routing information is mated with path configuration information, obtains conversion step number and a upper conversion step number that in session, each webpage matches; Module 107 is set, for conversion step number and the upper conversion step number matching according to each webpage of session, the arrival step number of each webpage in session is set; Computing module 109, the upper difference that transforms the arrival step number of step number and each webpage matching for calculating each webpage of session, the conversion step number difference of each webpage in generation session; Processing module 111, for extracting session, to transform step number difference be 1 webpage, according to transforming the corresponding conversion step number of webpage that step number difference is 1, obtains the maximum conversion step number of session.
In the above embodiments of the present application, user, initiate in the process of a session, the path configuration information of conversion pathway chain that can be based on having configured, determine conversion step number and a upper step of converting of each webpage in current sessions, thereby the arrival step number of each webpage in session is further set, the arrival step number of the last upper conversion step number matching according to each webpage and each webpage calculates the conversion step number difference of each webpage, finally by the maximum conversion step number that obtains current sessions of screening.Because such scheme has defined a kind of efficient path transform mode, no matter user configured conversion has how many, do not need self to show the huge expense connecting, only need a table scan, calculate the sequential value (this is for SQL is from tape function, and performance is efficient, is batch processing logic) of twice packet sequencing, finally by once showing grouping, obtain needed result again, calculate maximum path and arrive step number.Thereby solved carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger of correlation technique, and reduced the problem of system performance, and then realized and to have reduced Screening Treatment and obtain the optimum effect that consumes too much performance, improved deduplicated efficiency that transforms in step number process.
Acquisition module 101 in the above embodiments of the present application can comprise: configuration module, for configuring the webpage of conversion pathway chain and the access order of webpage; Mark module, for the banner of each webpage of Web Page Tags to conversion pathway chain,, the conversion step number of each webpage and upper one transform step number, and the conversion step number that last webpage in conversion pathway chain is set is special step Numerical.
Concrete, above-mentioned steps system receives the path configuring and transforms chain, this path transforms chain and can according to predetermined information, configure by client, in path configuration information, recorded path transform each webpage in chain the path of configuration transform conversion step number in chain and on one transform step number, meanwhile, the particular value that path transforms the page while changing into merit in chain can be set, can think particular value corresponding to page setup when this path transforms chain and completes, for example, particular value can be as 100.
For example, the configuration path of a session is converted into example and describes: as a session above: homepage-> registration-> succeeds in registration, first be the label of each Web Page Tags step number, show that each is configured in the step number in configuration, after having beaten: homepage (the 1st step)-> registration (the 2nd step)-> (100 steps that succeed in registration, represented), and last path step is defined as to path transforms and to be successfully completed, adopt particular value 100 to set.
Concrete, the concrete example that the configuration module in the application's said apparatus embodiment is realized with mark module and applied environment can be identical with the example that step S101-103 in embodiment of the method one realizes.
Matching module 105 in the above embodiments of the present application can comprise: contrast module, for the banner of each webpage in the banner of each webpage of conversation procedure and path conversion chain is contrasted, obtains having the webpage of same web page sign; Extraction module, transforms for extracting path conversion step number and the upper conversion step number that chain has the webpage of same web page sign; Assignment module, for transforming step number and a upper conversion step number assignment to the webpage of session, obtains conversion step number and a upper conversion step number of each webpage in routing information.
The above-mentioned contrast module of the application, extraction module and assignment module have realized, and after system receives user's a page browsing, record the routing information that this is browsed, and this routing information records the web page contents of this page browsing and browses order.System transforms the path configuration information of chain according to the path of above-mentioned configuration, the routing information that this is browsed carries out matching treatment, the each page browsing that is user mates accordingly, when being included in path, this routing information of browsing transforms in chain, the match is successful, the path of recording each webpage in this path of browsing transforms step number, and the previous step number of path conversion.
Concrete, the concrete example that the contrast module in the application's said apparatus embodiment, extraction module and assignment module realize and applied environment can be identical to the example that step S503 realizes with step S501 in embodiment of the method one.
Module 107 being set can comprising in the above embodiments of the present application: order module, for transforming step number all webpages carried out to ascending order or descending sort according to the step of converting of each webpage of session and upper one; Duplicate removal mark module, for transforming the identical Web Page Tags duplicate removal label of step number by the webpage step of converting after sequence and/or upper one; Determination module, for the arrival step number of each webpage of session is sequentially set according to the ranking results of webpage, wherein, the arrival step number of webpage that is provided with duplicate removal label is identical.
The above-mentioned order module of the application, duplicate removal mark module and determination module have been realized and can have been derived from a data rows, derive from the numbering that row reach step number, can adopt the SQLServer of dense_rank from tape function, after dividing into groups according to SessionID, for arriving step number, all pages in each Session carry out ascending order arrangement, and stamp the label after duplicate removal, duplicate removal refers to that continuous arrival step number can be stamped identical sequencing numbers.
Concrete, the concrete example that the order module in the application's said apparatus embodiment, duplicate removal mark module are realized with determination module and applied environment can be identical to the example that step S703 realizes with step S701 in embodiment of the method one.
In the above embodiments of the present application, in the situation that system comprises a plurality of session, the session identification of each session is set, wherein, processing module 111 can comprise: grouping module, for according to session identification, session being divided into groups, makes corresponding at least one the conversion step number difference of each session identification; Read module, for transforming after step number difference is 1 webpage extracting session, the corresponding conversion step number of webpage that reading and converting step number difference is 1, obtains at least one preliminary election and transforms step number; Select module, for selecting maximum preliminary election to transform step number as the maximum conversion step number of session.
The above-mentioned grouping module of the application, read module and selection module have realized screening to obtain transforming step number difference have been 1 session, then Session is divided into groups, and get respectively the wherein maximal value of StepIndex, just obtain final result.
Wherein, those transform step number differences is not 1 row, is 0 or the row of negative, certain step number in the middle of representing to have lacked, as sid4 above, be 0 to be illustrated in path and to arrive in step number, lacked a step number before this coupling path (to configure 1 page in road, the last page is 0), its difference of 100 step numbers of mating in sid3 classifies-2 as, represents that user is when this step number of access, before lacked 3 step numbers in configuration conversion pathway (3,4,5 steps).Last basis result above, then Session is divided into groups, get respectively the wherein maximal value of StepIndex, just obtain final result
Concrete, the concrete example that the grouping module in the application's said apparatus embodiment, read module and selection module realize and applied environment can be identical to the example that step S1103 realizes with step S1101 in embodiment of the method one.
From above description, can find out, the present invention has realized following technique effect: solved carrying out Screening Treatment for the transduction pathway in session to obtain the optimum method consume system resources that transforms step number larger of correlation technique, and reduced the problem of system performance, and then realized and to have reduced Screening Treatment and obtain the optimum effect that consumes too much performance, improved deduplicated efficiency that transforms in step number process.
Concrete, the above embodiments of the present application comprise following advantage:
First; performance is efficient; middle without table from attended operation, only need to carry out table scan one time, a packet sequencing; once maximal value is got in grouping; according to traditional route matching method, if user configures 10 conversion pathway, conventionally can carry out 10 tables and connect and 10 IO operations; this disposal route applies cleverly dense_rank and sequence of differences has reduced table scan number of times and packet sequencing number of times greatly, and performance is compared traditional having greatly improved.
Secondly, configuration is simple, calculates efficient, skilful second by path, transform current step number and previous step number, adopt high performance derivation row, then by the sequence of difference row, directly choose the maximum conversion step number of Max, do not need to carry out extra table and connect or the data manipulation behavior of recurrence.
As seen through the above description of the embodiments, those skilled in the art can be well understood to the mode that the application can add essential general hardware platform by software and realizes.Understanding based on such, the part that the application's technical scheme contributes to prior art in essence in other words can embody with the form of software product, this computer software product can be stored in storage medium, as ROM/RAM, magnetic disc, CD etc., comprise that some instructions are with so that a computer equipment (can be personal computer, server, or the network equipment etc.) carry out the method described in some part of each embodiment of the application or embodiment.
Each embodiment in this instructions all adopts the mode of going forward one by one to describe, between each embodiment identical similar part mutually referring to, each embodiment stresses is the difference with other embodiment.Especially, for system embodiment, because it is substantially similar in appearance to embodiment of the method, so description is fairly simple, relevant part is referring to the part explanation of embodiment of the method.
The application can be used in numerous general or special purpose computingasystem environment or configuration.For example: personal computer, server computer, handheld device or portable set, plate equipment, multicomputer system, the system based on microprocessor, set top box, programmable consumer-elcetronics devices, network PC, small-size computer, mainframe computer, comprise distributed computing environment of above any system or equipment etc.
Obviously, those skilled in the art should be understood that, above-mentioned each module of the present invention or each step can realize with general calculation element, they can concentrate on single calculation element, or be distributed on the network that a plurality of calculation elements form, alternatively, they can be realized with the executable program code of calculation element, thereby, they can be stored in memory storage and be carried out by calculation element, or they are made into respectively to each integrated circuit modules, or a plurality of modules in them or step are made into single integrated circuit module to be realized.Like this, the present invention is not restricted to any specific hardware and software combination.
The foregoing is only the preferred embodiments of the present invention, be not limited to the present invention, for a person skilled in the art, the present invention can have various modifications and variations.Within the spirit and principles in the present invention all, any modification of doing, be equal to replacement, improvement etc., within all should being included in protection scope of the present invention.
Claims (10)
1. a method of obtaining the maximum conversion step number of session, is characterized in that, comprising:
The path configuration information that obtains pre-configured conversion pathway chain, described path configuration information comprises: described path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number;
Receive user's routing information that browsing page produces in conversation procedure, described routing information comprises: the banner of each webpage in described conversation procedure;
Described routing information is mated with described path configuration information, obtain conversion step number and a upper conversion step number that in described session, each webpage matches;
The conversion step number matching according to each webpage in described session and upper one transform step number, and the arrival step number of each webpage in described session is set;
Calculate the upper difference that transforms the arrival step number of step number and described each webpage that in described session, each webpage matches, generate the conversion step number difference of each webpage in described session;
Extracting and in described session, transforming step number difference is 1 webpage, and the corresponding conversion step number of webpage that is 1 according to described conversion step number difference is obtained the maximum conversion step number of described session.
2. method according to claim 1, is characterized in that, the step of obtaining the path configuration information of pre-configured conversion pathway chain comprises:
Configure webpage in described conversion pathway chain and the access order of described webpage;
The conversion step number of the banner of each webpage of Web Page Tags in described conversion pathway chain, each webpage and upper one are transformed to step number, and the conversion step number that last webpage in described conversion pathway chain is set is special step Numerical.
3. method according to claim 2, is characterized in that, described routing information is mated with described path configuration information, obtains conversion step number and the upper step that transforms step number that in described session, each webpage matches and comprises:
The banner of each webpage in the banner of each webpage in described conversation procedure and described path conversion chain is contrasted, obtain having the webpage of same web page sign;
Extract conversion step number and a upper conversion step number that described path transforms the webpage in chain with same web page sign;
By described conversion step number and a upper conversion step number assignment, give the webpage in described session, obtain conversion step number and a upper conversion step number of each webpage in described routing information.
4. method according to claim 3, is characterized in that, the conversion step number matching according to each webpage in described session and a upper conversion step number, and the step that the arrival step number of each webpage in described session is set comprises:
According to the step of converting of each webpage in described session and a upper conversion step number, all webpages are carried out to ascending order or descending sort;
By step of converting in the webpage after sequence and/or a upper identical Web Page Tags duplicate removal label of conversion step number;
The arrival step number of each webpage in described session is sequentially set according to the ranking results of described webpage, and wherein, the arrival step number of webpage that is provided with described duplicate removal label is identical.
5. according to the method described in any one in claim 1 to 4, it is characterized in that, in the situation that system comprises a plurality of session, the session identification of each session is set, wherein, the step that the corresponding conversion step number of webpage that is 1 according to described conversion step number difference is obtained the maximum conversion step number of described session comprises:
According to described session identification, session is divided into groups, make that each session identification is corresponding transforms step number difference described at least one;
After transforming step number difference and be 1 webpage in extracting described session, the corresponding conversion step number of webpage that reading and converting step number difference is 1, obtains at least one preliminary election and transforms step number;
Select maximum described preliminary election to transform step number as the maximum conversion step number of described session.
6. a device that obtains the maximum conversion step number of session, is characterized in that, comprising:
Acquisition module, for obtaining the path configuration information of pre-configured conversion pathway chain, described path configuration information comprises: described path transforms the banner of each webpage in chain, the conversion step number of each webpage and a upper conversion step number;
Receiver module, the routing information producing at conversation procedure browsing page for receiving user, described routing information comprises: the banner of each webpage in described conversation procedure;
Matching module, for described routing information is mated with described path configuration information, obtains conversion step number and a upper conversion step number that in described session, each webpage matches;
Module is set, for conversion step number and the upper conversion step number matching according to each webpage of described session, the arrival step number of each webpage in described session is set;
Computing module, for calculating the upper difference that transforms the arrival step number of step number and described each webpage that each webpage of described session matches, generates the conversion step number difference of each webpage in described session;
Processing module, for extracting described session, to transform step number difference be 1 webpage, the corresponding conversion step number of webpage that is 1 according to described conversion step number difference is obtained the maximum conversion step number of described session.
7. device according to claim 6, is characterized in that, described acquisition module comprises:
Configuration module, for configuring the webpage of described conversion pathway chain and the access order of described webpage;
Mark module, for the banner of each webpage of Web Page Tags to described conversion pathway chain,, the conversion step number of each webpage and upper one transform step number, and the conversion step number that last webpage in described conversion pathway chain is set is special step Numerical.
8. device according to claim 7, is characterized in that, described matching module comprises:
Contrast module, for the banner of each webpage in the banner of described each webpage of conversation procedure and described path conversion chain is contrasted, obtains having the webpage of same web page sign;
Extraction module, transforms for extracting described path conversion step number and the upper conversion step number that chain has the webpage of same web page sign;
Assignment module, for giving the webpage of described session by described conversion step number and a upper conversion step number assignment, obtains conversion step number and a upper conversion step number of each webpage in described routing information.
9. device according to claim 8, is characterized in that, the described module that arranges comprises:
Order module, for carrying out ascending order or descending sort according to the step of converting of described each webpage of session and a upper conversion step number to all webpages;
Duplicate removal mark module, for transforming the identical Web Page Tags duplicate removal label of step number by the webpage step of converting after sequence and/or upper one;
Determination module, for the arrival step number of described each webpage of session is sequentially set according to the ranking results of described webpage, wherein, the arrival step number of webpage that is provided with described duplicate removal label is identical.
10. according to the device described in any one in claim 6 to 9, it is characterized in that, in the situation that system comprises a plurality of session, the session identification of each session is set, wherein, described processing module comprises:
Grouping module, for according to described session identification, session being divided into groups, makes that each session identification is corresponding transforms step number difference described at least one;
Read module, for transforming after step number difference is 1 webpage extracting described session, the corresponding conversion step number of webpage that reading and converting step number difference is 1, obtains at least one preliminary election and transforms step number;
Select module, for selecting maximum described preliminary election to transform step number as the maximum conversion step number of described session.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310575237.8A CN103593441B (en) | 2013-11-15 | 2013-11-15 | Method and device for obtaining maximum conversion step number of session |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310575237.8A CN103593441B (en) | 2013-11-15 | 2013-11-15 | Method and device for obtaining maximum conversion step number of session |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103593441A true CN103593441A (en) | 2014-02-19 |
| CN103593441B CN103593441B (en) | 2017-02-08 |
Family
ID=50083582
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201310575237.8A Active CN103593441B (en) | 2013-11-15 | 2013-11-15 | Method and device for obtaining maximum conversion step number of session |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103593441B (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103823891A (en) * | 2014-03-10 | 2014-05-28 | 北京国双科技有限公司 | Data processing method and device for computer historical behavior analysis |
| CN106126538A (en) * | 2016-06-14 | 2016-11-16 | 百度在线网络技术（北京）有限公司 | The transformation processing method of the page and device |
| CN106484746A (en) * | 2015-09-02 | 2017-03-08 | 北京国双科技有限公司 | The analysis method of website transformation event and device |
| CN108595662A (en) * | 2018-04-28 | 2018-09-28 | 尚谷科技（天津）有限公司 | A method of the longest of tracking cookie browses search length |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6052716A (en) * | 1997-05-22 | 2000-04-18 | International Business Machines Corporation | Apparatus and method in hierarchy of internet web pages for fast return to a network page |
| CN101093486A (en) * | 2006-06-22 | 2007-12-26 | 上海新纳广告传媒有限公司 | Method for recording query condition to be jumped between Asp.net pages |
| CN101374144A (en) * | 2007-08-21 | 2009-02-25 | 华为技术有限公司 | Method, apparatus and system for controlling conversational data synchronization |
| CN102084354A (en) * | 2008-04-05 | 2011-06-01 | 社会传播公司 | Shared virtual area communication environment based apparatus and methods |
-
2013
- 2013-11-15 CN CN201310575237.8A patent/CN103593441B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6052716A (en) * | 1997-05-22 | 2000-04-18 | International Business Machines Corporation | Apparatus and method in hierarchy of internet web pages for fast return to a network page |
| CN101093486A (en) * | 2006-06-22 | 2007-12-26 | 上海新纳广告传媒有限公司 | Method for recording query condition to be jumped between Asp.net pages |
| CN101374144A (en) * | 2007-08-21 | 2009-02-25 | 华为技术有限公司 | Method, apparatus and system for controlling conversational data synchronization |
| CN102084354A (en) * | 2008-04-05 | 2011-06-01 | 社会传播公司 | Shared virtual area communication environment based apparatus and methods |
Non-Patent Citations (1)
| Title |
|---|
| 贺军: ""基于Web日志的序列模式挖掘及其在电子商务中的应用"", 《中国优秀硕士学位论文全文数据库信息科技辑》 * |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103823891A (en) * | 2014-03-10 | 2014-05-28 | 北京国双科技有限公司 | Data processing method and device for computer historical behavior analysis |
| CN103823891B (en) * | 2014-03-10 | 2017-03-22 | 北京国双科技有限公司 | Data processing method and device for computer historical behavior analysis |
| CN106484746A (en) * | 2015-09-02 | 2017-03-08 | 北京国双科技有限公司 | The analysis method of website transformation event and device |
| CN106484746B (en) * | 2015-09-02 | 2020-03-27 | 北京国双科技有限公司 | Website conversion event analysis method and device |
| CN106126538A (en) * | 2016-06-14 | 2016-11-16 | 百度在线网络技术（北京）有限公司 | The transformation processing method of the page and device |
| CN106126538B (en) * | 2016-06-14 | 2020-09-29 | 百度在线网络技术（北京）有限公司 | Page conversion processing method and device |
| CN108595662A (en) * | 2018-04-28 | 2018-09-28 | 尚谷科技（天津）有限公司 | A method of the longest of tracking cookie browses search length |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103593441B (en) | 2017-02-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Jun et al. | Examining technological innovation of Apple using patent analysis | |
| Leighton | Complexity issues in VLSI: optimal layouts for the shuffle-exchange graph and other networks | |
| CN105247507B (en) | Method, system and storage medium for the influence power score for determining brand | |
| CN112613602A (en) | Recommendation method and system based on knowledge-aware hypergraph neural network | |
| CN103942712A (en) | Product similarity based e-commerce recommendation system and method thereof | |
| CN107346336A (en) | Information processing method and device based on artificial intelligence | |
| CN103810184A (en) | Method for determining web page address velocity, optimization method and device of methods | |
| CN104504077B (en) | The statistical method and device of web page access data | |
| CN110659134A (en) | Data processing method and device applied to artificial intelligence platform | |
| CN105224554A (en) | Search word is recommended to carry out method, system, server and the intelligent terminal searched for | |
| CN105446973A (en) | User recommend model establishment and application method and device in social network | |
| CN104077415A (en) | Searching method and device | |
| CN105183731A (en) | Method, device, and system for generating recommended information | |
| CN110033331A (en) | A kind of distribution method of discount coupon, system and terminal device | |
| CN106844407A (en) | Label network production method and system based on data set correlation | |
| CN106055383A (en) | Request processing method and device | |
| CN103593441A (en) | Method and device for obtaining maximum conversion step number of session | |
| CN109829073B (en) | Image searching method and device | |
| CN103605745A (en) | Method, device and system for processing conversion paths | |
| CN107169077A (en) | Method and apparatus for pushed information | |
| CN104267974B (en) | The call method and device of business interface | |
| CN102982112A (en) | Ranking list generation method and journal generation method and server | |
| CN114398973B (en) | Media content tag identification method, device, equipment and storage medium | |
| CN106650610A (en) | Human face expression data collection method and device | |
| CN108280228A (en) | A kind of processing method and relevant device of webpage |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB03 | Change of inventor or designer information |
Inventor after: Qi Guocheng Inventor after: Hong Chao Inventor after: Yang Jibin Inventor before: Hong Chao Inventor before: Yang Jibin |
|
| COR | Change of bibliographic data | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: Method and device for obtaining maximum conversion step number of session Effective date of registration: 20190531 Granted publication date: 20170208 Pledgee: Shenzhen Black Horse World Investment Consulting Co.,Ltd. Pledgor: BEIJING GRIDSUM TECHNOLOGY Co.,Ltd. Registration number: 2019990000503 |
|
| PE01 | Entry into force of the registration of the contract for pledge of patent right | ||
| CP02 | Change in the address of a patent holder | ||
| CP02 | Change in the address of a patent holder |
Address after: 100083 No. 401, 4th Floor, Haitai Building, 229 North Fourth Ring Road, Haidian District, Beijing Patentee after: BEIJING GRIDSUM TECHNOLOGY Co.,Ltd. Address before: 100086 Beijing city Haidian District Shuangyushu Area No. 76 Zhichun Road cuigongfandian 8 layer A Patentee before: BEIJING GRIDSUM TECHNOLOGY Co.,Ltd. |
|
| PP01 | Preservation of patent right |
Effective date of registration: 20240604 Granted publication date: 20170208 |