CN106202440A - Data processing method, device and equipment - Google Patents

Data processing method, device and equipment Download PDF

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Publication number
CN106202440A
CN106202440A CN201610552692.XA CN201610552692A CN106202440A CN 106202440 A CN106202440 A CN 106202440A CN 201610552692 A CN201610552692 A CN 201610552692A CN 106202440 A CN106202440 A CN 106202440A
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China
Prior art keywords
business
data
business object
objective
tables
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CN106202440B (en
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潘瑜
秦晋
陈莉
吴丽丽
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases

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  • 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)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The embodiment of the present invention provides a kind of data processing method, device and equipment.The data processing method that the present invention provides includes: server determines the business object involved by finishing service target according to business objective, determines the tables of data that the business object involved by finishing service target is relevant；The information waiting to bury a control is determined according to tables of data；According to waiting that software is buried a little by the information burying a control；Gather and bury a corresponding data.The embodiment of the present invention waits that the accuracy of information burying a control is higher, can make collect to bury a corresponding data more accurately, thus ensure the accuracy of data analysis.

Description

Data processing method, device and equipment
Technical field
The present embodiments relate to data processing technique, particularly relate to a kind of data processing method, device and equipment.
Background technology
User's data during software uses, it is possible to help Data Analyst to find under current business target and promote The key element of software contention power, as improved operating efficiency, finding software inhouse existing problems.Therefore, obtain under current business target User behavior data comprehensively and accurately, it is possible to provide convenience for follow-up data analysis, and make data analysis more accurate.
In data analysis process, Data Analyst would generally propose to gather data based on business objective, transfers to exploitation Personnel carry out software according to these data to be collected and bury a little to gather data, and then Data Analyst utilizes the data collected to carry out Analyze.So, the personal experience of Data Analyst, visual angle, to factors such as the familiarity of business scope, determine this collection number According to accuracy, and developer is to factors such as the degrees of understanding of data to be collected, also determines to bury the accuracy of a position.Also That is, in current data analysis process, bury a control information and determined based on these data to be collected by developer, And data to be collected to be Data Analyst propose.
Accordingly, because some artificial subjective factors of Data Analyst and developer so that the standard of the data collected Really property is the highest, thus, the effect carrying out data analysis based on these data to be collected is poor.
Summary of the invention
The embodiment of the present invention provides a kind of data processing method, device and equipment, to improve the accuracy of the data gathered, Improve the accuracy of data analysis.
On the one hand, the embodiment of the present invention provides a kind of data processing method, including:
Determine the business object involved by finishing service target according to business objective, and determine involved by finishing service target The relevant tables of data of business object, then determine the information waiting to bury a control according to tables of data；
According to above-mentioned determine wait that software is buried a little by the information burying a control, gather bury a corresponding data.
In the method, owing to this waits that the information burying a control is according to completing the business object phase involved by this business objective Close what corresponding tables of data determined, and complete the business object involved by this business objective, and, the data that business object is relevant Table is all to be determined by the objective characteristic of software itself, thus this waits that the information burying a control is not by developer and/or data The impact of the subjective factors of analyst, thus, for realizing this business objective, this waits to bury the accuracy of information of a control relatively Height, can make collect to bury a corresponding data more accurately, thus ensure the accuracy of data analysis.
One can in implementation, above-mentioned determine according to business objective target corresponding bury a control information before, In the method, also can determine business objective according to the key word of the information of the user's input received.
Implementation can determine the business object involved by finishing service target according to business objective at another kind, can To include:
According to business objective from the logical model of the software obtained in advance, find out the industry involved by finishing service target Business object, wherein, has had the business object involved by each software function and the business object of software defined in logical model Between relation.
The method can find out involved by this business objective according to this business objective from the logical model of this software And business object, the business object involved by this business objective can have been made more relevant with this business objective, this software Logical model is the objective characteristic of this software, because of the accuracy of the tables of data that guaranteed service object is correlated with, it is ensured that point to be buried The information of control is not affected by the subjective factors of developer and/or Data Analyst, its standard waiting to bury the information of a control Exactness is higher, improves the accuracy for corresponding data of burying collected, and improves the accuracy of data analysis.
Implementation, according to business objective from the logical model of software, can find out finishing service mesh at another Business object involved by mark, may include that
According to the business object information in business objective and logical model, determine the phase of business objective and each business object Like degree, and according to the similarity of business objective Yu each business object, from above-mentioned logical model, determine the industry that similarity is the highest Business object is the business object involved by finishing service target.
Can be in implementation at another, business object information includes: business object title and/or attribute.
Implementation can determine the tables of data that the business object involved by finishing service target is relevant at another, can To include:
From the physical model of the software obtained in advance, obtain the number that the business object involved by finishing service target is relevant According to table, wherein, physical model define in data base the tables of data relevant to each business object in logical model and Relation between tables of data.
The method can obtain involved by this business objective according to this business objective from the physical model of this software The relevant tables of data of business object, the physical model of this software is also the objective characteristic of this software, hereby it is ensured that complete this The accuracy of the tables of data that the business object involved by business objective is relevant, it is ensured that wait that the information burying a control is not by exploit person The impact of the subjective factors of member and/or Data Analyst, it is waited that the accuracy burying the information of a control is higher, improves and collect Bury an accuracy for corresponding data, improve the accuracy of data analysis
Can be in implementation at another, from the physical model of software, obtain and the industry involved by finishing service target The tables of data that business object is relevant may include that
Business object involved by finishing service target is clustered, generates the task that each class business object is corresponding； In units of task, from the physical model of this software above-mentioned, obtain what the business object involved by finishing service target was correlated with Tables of data.
The method, by clustering the business object completed involved by this business objective, generates each class business object Corresponding task, can realize the decomposition to business objective, this business objective is divided at least one task so that complete this industry Business business object involved by target comprises the steps that the business object involved by each task of this business objective；With each task it is Unit, has obtained the number that the business object involved by each task of this business objective is relevant from the physical model of this software According to table, the same task for existing in other business objectives can be made with this business objective, it is not necessary to again from physical model Determine the tables of data that the business object involved by this same task is relevant, and it is identical only need to obtain this from the information prestored Tables of data that business object involved by task is relevant and use the control of this tables of data, thus simplify for existing identical The data handling procedure of the business objective of task, improves data-handling efficiency.
Business object involved by finishing service target can be clustered, generates each by implementation at another The task that class business object is corresponding, may include that
According to the similarity between the business object involved by finishing service target, to the industry involved by finishing service target Business object clusters, and generates the task that each class business object is corresponding；Wherein, the similarity between each class business object is High.
Implementation can determine that according to tables of data the information waiting to bury a control may include that at another
Current page code according to tables of data and software, determines that from current page the control using tables of data is for waiting to bury Point control, and obtain the information waiting to bury a control.
Current page code according to this tables of data He this software in the method, determines this number of use from this current page According to the control of table for waiting to bury a control, the current page code of this tables of data and this software is all to be determined by the objective characteristic of software , it is thus determined that this wait that the accuracy burying the information of a control is higher so that collect to bury a corresponding data more accurate, Improve the accuracy of data analysis.
Implementation can wait that the information burying a control includes waiting to bury the mark of a control, title and path at another In at least one.
Can be in implementation at another, the method also includes:
The system data that business objective is corresponding is determined according to the system information that the control using tables of data is relevant.
Implementation can gather and buries a corresponding data and include: gathers and bury a corresponding user behavior number at another According at least one of the system data corresponding with business objective.
The method, on the basis of any of the above-described described data processing method, can gather this and bury a corresponding user behavior Data, and/or, the system data that this business objective is corresponding so that collect to bury a corresponding data more perfect, more completely, And it is not limited to the user data that the page is corresponding, it is ensured that the accuracy of data analysis.
On the other hand, the present invention also provides for a kind of data processing equipment, and this device has and realizes in said method embodiment The function of server.Described function can be realized by hardware, it is also possible to performs corresponding software by hardware and realizes.Described firmly Part or software include one or more module corresponding with above-mentioned functions (such as, first determine module, second determine module, 3rd determine module, bury point module and acquisition module etc.).
In a kind of possible design, the hardware configuration of this device includes processor and memorizer, and described memorizer is used Supporting that this device performs the application code of said method in storage, described processor is configurable for performing described storage The application program of storage in device so that processor performs any of the above-described described data processing method.Described device can also wrap Include communication interface, for this device and other equipment or communication.
Another further aspect, embodiments provides a kind of computer-readable storage medium, is used for saving as above-mentioned server institute Computer software instructions, it comprises for performing above-mentioned aspect is the program designed by server.
Data processing method, device and the equipment that the embodiment of the present invention provides, can be by (soft to the data of software itself Business object in part and tables of data etc. corresponding to business object) it is analyzed, determine involved by finishing service target Control, i.e. waits to bury a control.Owing to completing the business object involved by this business objective, and, the data that business object is relevant Table is all to be determined by the objective characteristic of software itself, thus waits that the information burying a control is not by developer and/or data minute The impact of the subjective factors of analysis teacher, for realizing this business objective, this waits that the accuracy of information burying a control is higher, can make Must collect buries a corresponding data more accurately, thus ensures the accuracy of data analysis.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing used required in having technology to describe does one and introduces simply, it should be apparent that, the accompanying drawing in describing below is this Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to Other accompanying drawing is obtained according to these accompanying drawings.
The structural representation of a kind of data collecting system that Fig. 1 is suitable for by the present invention；
The flow chart of a kind of data processing method that Fig. 2 provides for the embodiment of the present invention one；
A kind of data processing method that Fig. 3 provides for the embodiment of the present invention two determines the method flow diagram of business objective；
A kind of data processing method that Fig. 4 provides for the embodiment of the present invention two determines the method flow diagram of business object；
A kind of data processing method that Fig. 5 provides for the embodiment of the present invention two determines tables of data corresponding to business object Method flow diagram；
A kind of data processing method that Fig. 6 provides for the embodiment of the present invention two determines the method flow burying a control information Figure；
The flow chart of a kind of data processing method that Fig. 7 provides for the embodiment of the present invention three；
The first industry that in the data processing method that Fig. 8 A provides for the embodiment of the present invention three, in business objective, " product " relates to The business object relation schematic diagram of business object set；
The second industry that in the data processing method that Fig. 8 B provides for the embodiment of the present invention three, in business objective, " product " relates to The business object relation schematic diagram of business object set；
The 3rd industry that in the data processing method that Fig. 8 C provides for the embodiment of the present invention three, in business objective, " product " relates to The business object schematic diagram of business object set；
The business pair that in the data processing method that Fig. 9 provides for the embodiment of the present invention three, in business objective, " sales item " relates to Business object relation schematic diagram as collection；
Industry involved by task " business handling " in a kind of data processing method that Figure 10 provides for the embodiment of the present invention three The relation schematic diagram of business object；
Industry involved by task " business handling " in a kind of data processing method that Figure 11 A provides for the embodiment of the present invention three The relation schematic diagram of a kind of tables of data that business object is relevant；
Industry involved by task " business handling " in a kind of data processing method that Figure 11 B provides for the embodiment of the present invention three The relation schematic diagram of the another kind of tables of data that business object is relevant；
The structural representation of control in current interface in the data processing method that Figure 12 provides for the embodiment of the present invention three；
The structural representation of a kind of data processing equipment that Figure 13 provides for the embodiment of the present invention four；
The structural representation of a kind of data handling equipment that Figure 14 provides for the embodiment of the present invention five.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with the embodiment of the present invention In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is The a part of embodiment of the present invention rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under not making creative work premise, broadly falls into the scope of protection of the invention.
Data processing method, device and the equipment that various embodiments of the present invention provide, is applicable in data collecting system.Figure The structural representation of the 1 a kind of data collecting system being suitable for by the present invention.As it is shown in figure 1, this data collecting system 100 can be wrapped Include data acquisition server 101 and application server 102.This data acquisition server 101 can be by having with application server 102 Line or wirelessly set up communication connection, mutually to transmit information.Application server 102 can be that software to be collected is corresponding Application server.It should be noted that data collecting system 100 may also include and data acquisition server 101 and/or application Other equipment such as terminal unit that server 102 connects, can receive the information of user's input, and transmit to data acquisition server 101 and/or application server 102 in.The data processing method that the following each embodiment of the present invention provides can data as shown in Figure 1 Data acquisition server 101 or application server 102 in acquisition system 100 realize.
The embodiment of the present invention one provides a kind of data processing method.A kind of data that Fig. 2 provides for the embodiment of the present invention one The flow chart of processing method.As in figure 2 it is shown, this data processing method comprises the steps that
S201, server have determined the business object involved by this business objective according to business objective.
Specifically, the data acquisition server 101 in data collecting system 100 during this server can be above-mentioned such as 1 Or application server 102.Software to be collected can include the business object involved by each function realizing this software.This business Target can be realized by the function of this software, for realizing this business objective, need to relate to the business involved by this software function Object.
S202, server have determined the tables of data that the business object involved by this business objective is relevant.
Specifically, this business object is relevant tables of data and/data item can be used for the number that storage is relevant to this business object According to.
S203, server determine the information waiting to bury a control according to this tables of data.
Specifically, this S203 can be the GUI code according to this tables of data He this software, from the interface of this software Determine the control using this tables of data, determine that the control using this tables of data, for waiting to bury a control, obtains this and waits to bury a control Information.
According to this, S204, server wait that software is buried a little by the information burying a control.
Specifically, S204 can be generate according to this information waiting to bury a control to bury point code, and this is buried point code Implant in this software, it is achieved this software is buried a little.
S205, collection of server this bury a corresponding data.
Specifically, S205 can be buried by this little this to be buried a corresponding control and be monitored, detect this bury a little right The user behavior operation of the control answered, gathers the data relevant to the operation of this user behavior then.Wherein, this user behavior operation Can include that this on interface of user buries the operation at a corresponding control, as click on (onclick), input (input) and Touch (ontouch) etc..
The data processing method that the embodiment of the present invention one provides, can be by the data of software itself (e.g., in software Business object and tables of data etc. corresponding to business object) it is analyzed, determine the control involved by finishing service target.By In completing the business object involved by this business objective, and, the tables of data that business object is relevant is all by the visitor of software itself See what characteristic determined, thus wait that the information burying a control is not affected by the subjective factors of developer and/or Data Analyst, For realizing this business objective, this waits that the accuracy of information burying a control is higher, and burying of can making to collect is corresponding Data are more accurate, thus ensure the accuracy of data analysis.
Further, owing to this waits that the accuracy of information burying a control is higher, can make collect to bury a corresponding data more Accurately, thus for ensureing data results accurately, the method also can avoid the accuracy of information waiting to bury a control due to this Relatively low the burying a little and repeatedly data analysis repeatedly brought, reduces burying a little and data analysis number of times in data analysis process, carries The efficiency of high data analysis.
Optionally, the embodiment of the present invention two may also provide a kind of data processing method.Fig. 3 provides for the embodiment of the present invention two A kind of data processing method in determine the method flow diagram of business objective.As it is shown on figure 3, the method is in the above-described embodiments Before in S201, server has determined the business object involved by this business objective according to business objective, the method comprises the steps that
S301, server receive the information of user's input.
Specifically, this S301 can be the information being received this user input by user interface.
The key word of the information that S302, server input according to this user determines this business objective.
Specifically, S302 can be according to natural language processing, (Natural Language Processing is called for short NLP) technology carries out the extraction of key word to the information of this input, thus obtains the key word of the information of this input, and according to this The key word of the information of input determines this business objective.If the key word of the information of this input includes at least one key word, then The method can be determine a business objective according to each key word, say, that according to the key of the information of this input The business objective that word determines can include at least one business objective.For example, if the information of this input is for " shortening user to open an account The time handled ", use NLP technology that the information of this input carries out the extraction of key word, can get at least one key word, as " user ", " opening an account ", " open an account and handle " and " time ".In the method, such as, can this business objective include: " user ", " open Family ", at least one key word such as " open an account and handle " and " time ".
Can also be according to the key word of the information of this input and this software place technical field in S302 as above Lexicon carries out keyword expansion, thus obtains the lexical set that each key word is corresponding, then according to the word that each key word is corresponding Collect the vocabulary in conjunction and determine this business objective.Wherein, the lexicon of this software place technical field comprises the steps that at least one closes The vocabulary that keyword is corresponding in this software place technical field.The lexical set that each key word is corresponding comprises the steps that this is each Key word at least one vocabulary in this software place technical field.
For example, if the key word of the information of this input includes: " user ", " opening an account ", " open an account and handle " and " time ", This software place technical field is that customer relation management (Customer Relationship Management is called for short CRM) is The field of system." open an account " according to this key word and the lexicon in this CRM field, can obtain this key word " open an account " correspondence vocabulary Set, wherein, this key word " open an account " correspondence lexical set such as comprise the steps that vocabulary such as " service " " product " " sales items ".
Optionally, the embodiment of the present invention two also provides for a kind of data processing method.Fig. 4 provides for the embodiment of the present invention two A kind of data processing method determines the method flow diagram of business object.As shown in Figure 4, S201 in embodiment as above According to business objective, middle server has determined that the business object involved by this business objective may include that
S401, server obtain the logical model of this software, have had each soft of this software defined in this logical model The relation between business object and this business object involved by part function.
In the method, can be that the configuration file derivation according to this software determines the hypertext markup that this configuration file is corresponding Language (HyperText Mark-up Language is called for short HTML) file, and from the html file that this configuration file is corresponding Obtain the logical model of this software.The configuration file of this software can be such as joining of the generation in this software design development process Put file.
This business object involved by each software function can include at least one business object, and each business object is not Isolated existence, the relation between this business object can be realize this each software function during, each business object it Relation needed between.Relation between this business object involved by each software function, and this business object, lacks one not Can, lacking any of which, this each software function dyschezia is to be achieved.
S402, server from the logical model of this software, have found out this business objective institute according to this business objective The business object related to.
Specifically, S402 can be according to this business objective respectively with the logical model of this software each business object enter Row coupling, thus found out the business object involved by this business objective.
Optionally, in S402, server is according to this business objective from the logical model of this software, has found out this industry Business business object involved by target comprises the steps that
Server, according to the business object information in this business objective and this logical model, determines that this business objective is with each The similarity of business object；
Server, according to the similarity of this business objective Yu this each business object, determines similarity from this logical model The highest business object has been the business object involved by this business objective.
Optionally, this business object information includes: business object title and/or attribute.
The method can be according to this business objective, information with each business object in this logical model is carried out respectively Coupling, so that it is determined that the matching degree of the information of this business objective and each business object, and determine this business mesh according to matching degree Mark and the similarity of this each business object.This logical model determining, the business object that similarity is the highest comprises the steps that this logic The business object that in model, business object information is identical with this business objective.Also can be by business pair the highest for similarity in the method Business object as involved by associated business object has been defined as this business objective.It is to say, complete this business mesh Business object involved by mark may include that the business object that similarity is the highest；Or, complete the industry involved by this business objective Business object can also include: the business object that similarity is the highest, and, the business pair associated by business object that similarity is the highest As.
For example, if the key word in the information of input " is opened an account ", the expansion lexicon of correspondence includes: " service " " produces Product " vocabulary such as " sales item ", then this business objective can include vocabulary such as " service " " product " " sales items ".Complete this business mesh Business object involved by mark then comprises the steps that the business object the highest with each Lexical Similarity of this business objective, and, and often The business object associated by business object that individual Lexical Similarity is the highest.As a example by vocabulary " product ", the method can be from this software Logical model in obtain with the highest business object of vocabulary " product " similarity being business object " product ", and also available The business object being associated with this business object " product " such as " combination product selects rule ", " product ID ", " product inventory Mapping relations ", " service of goods mapping relations " and " combination product selects rule " etc..For other words in this business objective Converge, can be to use the above-mentioned mode similar with vocabulary " product " to obtain from the logical model of this software and these other vocabulary The business object that similarity is the highest, and, the business object associated by business object that the similarity of these other vocabulary is the highest, tool The process that realizes of body does not repeats them here.
The method can find out involved by this business objective according to this business objective from the logical model of this software And business object, the business object involved by this business objective can have been made more relevant with this business objective, this software Logical model is the objective characteristic of this software, because of the accuracy of the tables of data that guaranteed service object is correlated with, it is ensured that point to be buried The information of control is not affected by the subjective factors of developer and/or Data Analyst, this standard waiting to bury the information of a control Exactness is higher, improves the accuracy for corresponding data of burying collected, and improves the accuracy of data analysis.
Optionally, the embodiment of the present invention two also provides for a kind of data processing method.Fig. 5 provides for the embodiment of the present invention two A kind of data processing method determines the method flow diagram of tables of data corresponding to business object.As it is shown in figure 5, as above In embodiment, S202 server has determined that the tables of data that the business object involved by this business objective is relevant may include that
S501, server obtain the physical model of this software, and this physical model defines and this logic mould in data base Relation between tables of data and this tables of data that each business object in type is relevant.
In the method, can be that the configuration file derivation according to this software determines the html file that this configuration file is corresponding, And from the html file that this configuration file is corresponding, obtain the physical model of this software.
S502, server, from the physical model of this software, have obtained the business object phase involved by this business objective The tables of data closed.
Specifically, S502 can be will complete each business object involved by this business objective, respectively with this software Physical model in each tables of data mate, it is thus achieved that complete the number that each business object involved by this business objective is relevant According to table.
The method can obtain involved by this business objective according to this business objective from the physical model of this software The relevant tables of data of business object, the physical model of this software is also the objective characteristic of this software, hereby it is ensured that complete this The accuracy of the tables of data that the business object involved by business objective is relevant, it is ensured that wait that the information burying a control is not by exploit person The impact of the subjective factors of member and/or Data Analyst, it is waited that the accuracy burying the information of a control is higher, improves and collect Bury an accuracy for corresponding data, improve the accuracy of data analysis.
Optionally, in S502 as above, server is from the physical model of this software, has obtained this business objective The tables of data that involved business object is relevant may include that
The business object completed involved by this business objective is clustered by server, generates each class business object corresponding Task；
Server is in units of task, from the physical model of this software, has obtained the industry involved by this business objective The tables of data that business object is relevant.
Specifically, the method can generate every by clustering the business object completed involved by this business objective The task that one class business object is corresponding, it is achieved the decomposition to business objective, is divided at least one task by this business objective, complete The business object involved by this business objective is become then to comprise the steps that the business object involved by each task of this business objective.The party In method in units of each task, from the physical model of this software, obtain involved by each task of this business objective The relevant tables of data of business object, tables of data that also can be relevant to the business object involved by this each task, and, use The information of the control of this tables of data stores, and can make identical for existing in other business objectives with this business objective Business, it is not necessary to again determine the tables of data that the business object involved by this same task is relevant from physical model, and only need to be from advance The information first stored obtains the relevant tables of data of the business object involved by this same task and uses the control of this tables of data Part, thus simplify the data handling procedure for the business objective that there is same task, improve data-handling efficiency.
Optionally, the embodiment of the present invention two also provides for a kind of data processing method.Fig. 6 provides for the embodiment of the present invention two A kind of data processing method determines the method flow diagram burying a control information.As shown in Figure 6, in embodiment as above In S203, according to this tables of data, server determines that this waits that the information burying a control may include that
S601, server, according to the current page code of this tables of data and this software, determine use from this current page The control of this tables of data is that this waits to bury a control.
Specifically, the current page code of this software, can be the code of current page in the GUI code of this software.Should Current page can be the page that user's input information is corresponding, such as the page of opening an account.It this S601 can be working as according to this software Front page code determines each control of this current page, mates with this each control respectively according to this tables of data, determines and is somebody's turn to do The control that tables of data similarity is the highest is the control using this tables of data.For example, if this tables of data includes: data item " visitor Family identifies ", the data item " customer ID " in this tables of data is the highest with control " passport NO. " similarity in this current page, It is mutually matched, then the control using this tables of data can be to deserve the control " passport NO. " in the front page.
S602, server obtain this information waiting to bury a control.
Optionally, this information waiting to bury a control include following at least one: this mark waiting to bury a control (Identity), title (name) and path.Wherein, this this wait to bury the title of a control can be this this wait to bury a control directly Translating the unique mark in formula script, this literal translation formula script can be such as java script.
Current page code according to this tables of data He this software in the method, determines this number of use from this current page According to the control of table for waiting to bury a control, the current page code of this tables of data and this software is all to be determined by the objective characteristic of software , this therefore obtained waits that the accuracy burying the information of a control is higher so that collect buries a corresponding data more accurately, Improve the accuracy of data analysis.
Optionally, the method also includes:
Server determines, according to the system information that the control using this tables of data is relevant, the system number that this business objective is corresponding According to.
Wherein, the system information using the control of this tables of data to be correlated with includes: use corresponding being somebody's turn to do of control of this tables of data Interactive information between software place client device and application server.
Optionally, in S205 as above collection of server this bury a corresponding data and may include that
Collection of server this bury a corresponding user behavior data, and/or, the system data that this business objective is corresponding.
The method, on the basis of any of the above-described described data processing method, can gather this and bury a corresponding user behavior Data, and/or, the system data that this business objective is corresponding so that collect to bury a corresponding data more perfect, more completely, And it is not limited to the user data that the page is corresponding, it is ensured that the accuracy of data analysis.
The embodiment of the present invention three may also provide a kind of data processing method.The method can be by concrete example to above-mentioned reality Execute any data processing method described in example to carry out implementing explanation.A kind of data that Fig. 7 provides for the embodiment of the present invention three process The flow chart of method.As it is shown in fig. 7, the method comprises the steps that
S701, server determine the key word of the information that this user inputs.
For example, if the information of this input is " shortening user to open an account the time handled ", use NLP technology to this input Information carry out the extraction of key word, can obtain the key word such as " user ", " opening an account " of the information of input, " open an account and handle " and " time ".
The key word of the information of this input is expanded by S702, server, it is thus achieved that the key word pair of the information of this input The lexical set answered, and determine business objective according to each vocabulary in this lexical set.
If software is CRM software, then this S702 can be the key word of the information according to this input, use this CRM soft The Field Words storehouse of part, expands each key word of the information of this input, it is thus achieved that the lexical set that this each key word is corresponding. For example, as a example by key word " is opened an account ", key word " open an account " correspondence lexical set comprise the steps that " service " " product " " sell Sell product " etc. vocabulary.
S703, server are according to this business objective, from the logical model of the software obtained in advance, it is thus achieved that complete this business Business object involved by target.
This business objective can include each vocabulary in the lexical set that above-mentioned each key word is corresponding.The logical model of this software The logical model at least one territory can be included.This S703 can be according to this business objective, respectively in each territory of this software Logical model in determine this each territory complete the business object involved by this business objective, and to not same area completes this industry Business business object involved by target is associated.
As a example by CRM software system, the logical model of this CRM software such as comprises the steps that product territory logical model, sales promotion territory Logical model, affiliate territory logical model, client territory logical model and customer data PD logical model.With this business mesh In mark as a example by " product ", the method can obtain " product " in this business objective from the product territory logical model of this software and relate to The first business object collection.In the data processing method that Fig. 8 A provides for the embodiment of the present invention three, in business objective, " product " relates to The business object relation schematic diagram of the first business object collection.As shown in Figure 8 A, this first business object collection comprises the steps that business pair As " product " and the business object that is associated with business object " product " such as " combination product selects rule ", " product identification Code ", " product library credit balance mapping relations ", " service of goods mapping relations " and " combination product select rule " etc..In this Fig. 8 A, Business object " product " respectively with business object " combination product select rule ", business object " product library credit balance mapping relations ", Business object " service of goods mapping relations " and business object " product content mapping relations " are relation one to one.Business pair As " product " and business object " product ID " are the relation of one-to-many, say, that a business object " product " can be right Should multiple business objects " product ID ".
Continue as a example by " product ", the method also to obtain from the sales promotion territory logical model of this software in this business objective The second business object collection that " product " relates in this business objective.The data process side that Fig. 8 B provides for the embodiment of the present invention three The business object relation schematic diagram of the second business object collection that " product " relates in business objective in method.As shown in 8B, this is second years old Business object collection can include business object " product " and the business object such as " sales item that are associated with business object " product " With product relation " etc..In this Fig. 8 B, business object " product " is one-to-many with business object " sales item and product relation " Relation a, say, that business object " product " can corresponding multiple business objects " sales item and product relation ".
Use above-mentioned similar method, the business object involved by other vocabulary in business objective can be obtained, at this no longer Repeat.
It is to say, the business object involved by " product " such as can include first as shown in figure 8 above A in business objective Business object collection, and each business object that the second business object as shown in Figure 8 B is concentrated.
Business object involved by " product " in this business objective can include multiple business object collection, thus, the party Method can also be centered by the overlapping business object concentrated of this first business object collection and this second business object, to this first business Object set and this second business object collection are associated, thus obtain the 3rd business object that " product " in this business objective relates to Collection.The 3rd business object that in the data processing method that Fig. 8 C provides for the embodiment of the present invention three, in business objective, " product " relates to The business object relation schematic diagram of collection.According to the first object set shown in Fig. 8 A and the second object set shown in Fig. 8 B, should Overlapping business object in first object set and this second object set can be business object " product ", in the method, Ke Yishi Centered by business object " product ", this first business object collection and this second business object collection are associated, it is thus achieved that Fig. 8 C The 3rd business object collection that in this shown business objective, " product " relates to, the 3rd business object collection comprises the steps that this business mesh All business objects involved by " product " in mark.
In this business objective as a example by " sales item ", the method can obtain this industry from the product territory logical model of this software The business object collection that in business target, " sales item " relates to.Business in the data processing method that Fig. 9 provides for the embodiment of the present invention three The business object relation schematic diagram of the business object collection that in target, " sales item " relates to.As it is shown in figure 9, " pin in this business objective Sell product " the business object collection that relates to comprises the steps that business object " sales item " and is associated with business object " sales item structure " Business object such as " sales item structure ", " sales item bag select rule " etc..In this Fig. 9, business object " sales item " is respectively With the relation that business object " sales item structure ", business object " sales item bag selects rule " are one-to-many, say, that one Business object " sales item " can corresponding multiple business objects " sales item structure " and multiple business object " sales item bag selection rule Then ".
The business object completed involved by this business objective is clustered by S704, server, determines each class business pair The task of elephant.
Specifically, S704 can be according to title and/or the attribute completing business object involved by this business objective, The business object completed involved by this business objective is clustered, determines the task of each class business object.
In conjunction with examples detailed above, due to the title of the business object that business objective " product " and business objective " sales item " relate to And the similarity of attribute is high, thus, business objective " product " and industry in the business object that can will complete involved by this business objective The business object that business target " sales item " relates to is defined as a class business object.This class business object can a corresponding task.
Key words " user ", " open an account and handle " and " time " to above-mentioned input information etc. perform " to open with key word respectively Family " similar mode, determine the expansion lexicon of this key word, then according to the vocabulary expanded in lexicon of this each key word Determine business objective, then perform S704 and the business object completed involved by this business objective is clustered, it is thus achieved that complete this At least one task of business objective such as " customer information ", " product/sales item/service " and " business handling ".
For example, illustrate as a example by task " business handling ", the business pair involved by this task " business handling " As for of a sort business object, the similarity between this of a sort business object is the highest.Figure 10 is that the embodiment of the present invention three carries The relation schematic diagram of business object involved by task " business handling " in a kind of data processing method of confession.Shown in Figure 10 this Business business object involved by " business handling " comprises the steps that business object " service interaction daily record relation table " and business object " industry Business interactive log information ".Wherein, business object " service interaction daily record relation table " and business object " service interaction log information " For of a sort business object.This business object " service interaction daily record relation table " and business object " service interaction log information " For many-to-one relation, say, that multiple business objects " service interaction daily record relation table " can a corresponding business object " industry Business interactive log information ".
S705, server are in units of task, from the physical model obtained in advance, have determined involved by this business objective And the relevant tables of data of business object.
Before performing S705, the method also can point out at least one task of this business objective of user.Receiving user After the confirmation message of at least one task for this business objective of input, S705 can be performed.As received user's input The amendment message of at least one task for this business objective, the information that this amendment message inputs as user can depended on Each step of the above-mentioned S701 to S704 of secondary execution.
This S705 can carry out subgraph inquiry according to the business object involved by each task in this physical model, Thus obtain the tables of data that this business object involved by each task is relevant.
Continue as a example by task " business handling ", the method can be with according to the industry involved by task " business handling " Business object, carries out subgraph inquiry in this physical model, thus obtains the business object involved by task " business handling " and be correlated with Tables of data.In a kind of data processing method that Figure 11 A provides for the embodiment of the present invention three involved by task " business handling " The relation schematic diagram of a kind of tables of data that business object is relevant.According to business involved by the task " business handling " shown in Figure 10 In object, title and the attribute of business object " service interaction daily record relation table " are inquired about in physical model and are obtained shown in Figure 11 A Tables of data " service interaction relation table "；According to business object " industry in business object involved by the task " business handling " in Figure 10 Business interactive log log information " title and attribute in physical model, inquire about the tables of data " service interaction obtained shown in Figure 11 A Log information ".In Figure 11 A, tables of data " service interaction relation table " can be master meter, this tables of data " service interaction log information " It can be the sublist of this tables of data " service interaction relation table ".Wherein, during the attribute of business object can include this business object Data item.
The method also can be searched from this physical model according to the node of tables of data each in Figure 11 A and attribute and be obtained task The another kind of tables of data that business object involved by " business handling " is relevant.Wherein, the attribute of tables of data can include these data Each data item of table.In a kind of data processing method that Figure 11 B provides for the embodiment of the present invention three, task " business handling " is involved And the relation schematic diagram of the relevant another kind of tables of data of business object.With the tables of data in Figure 11 A, " service interaction daily record is believed Breath " as a example by, the method also can be according to the title of the tables of data " service interaction log information " in Figure 11 A and attribute thereof, from this thing Reason model is searched and obtains the another kind of tables of data that the business object involved by task " business handling " is correlated with.Wherein, tables of data The title of " service interaction log information " can be such as " service interaction log information ".Tables of data " service interaction log information " Attribute such as may include that data item " service interaction record identification " and " ownership participant's character types " etc..
The another kind of tables of data that business object involved by this task " business handling " is relevant such as can include such as Figure 11 B institute The tables of data " service handling table " shown, tables of data " service handling details ", tables of data " service handling record ", tables of data " are acted on behalf People's information ", tables of data " accept daily record offline search table ", tables of data " acceptance fee payoff table ", tables of data " partial wideband access Ability is reconnoitred ", tables of data " business handling data change log sheet " etc..
The tables of data that business object involved by each task is relevant includes multiple tables of data, thus, in the method, Also the plurality of tables of data can be merged, obtain all tables of data that this business object involved by each task is relevant.
It should be noted that for other task, the method can be employing is similar with task " business handling " Mode obtains the tables of data that the business object involved by other tasks is relevant, does not repeats them here.
S706, server, according to the current page code of this tables of data and software, determine that from this current page use should The control of tables of data.
Specifically, S706 can be the current page code according to this software can obtain each control in this current page, Title or attribute according to each control in this tables of data and this current page mate, by with the similarity of this tables of data High control is defined as using the control of this tables of data.
If this current page is the page of opening an account, can obtain in this current page according to the current page code of this software and respectively control Part.The structural representation of control in current interface in the data processing method that Figure 12 provides for the embodiment of the present invention three.Such as Figure 12 Shown in, this page of opening an account such as comprises the steps that networking control, customer information control, selects set meal control, selection number control, visitor Family identification module (Subscriber Identification Module, be called for short SIM) card information control, user profile control, Increment commodity control, individual character arrange control and clearing control.
For reducing the matching range of control in this current page, each control in this page can be divided into multiple type, Such as " customer information " class control, " product selection " class control, " user setup " class control and " confirmation " class control.Wherein, " client Information " class control such as comprises the steps that networking control, customer information control；" product selection " class control such as comprises the steps that selection set Meal control, selection number control, SIM card information control, user profile control, increment commodity control etc.；" user setup " class control Part such as comprises the steps that individual character arranges control；" confirm " that class control such as comprises the steps that clearing control.
The tables of data that the method can be correlated with according to the business object involved by aforementioned each task, respectively with every class control Title and attribute mate, and determine the control using tables of data, to reduce the matching range of control and tables of data.
S707, server obtain this information waiting to bury a control, and according to the system using the control of this tables of data to be correlated with Information determines the system data that this business objective is corresponding.
If using the control of this tables of data is the selection set meal control in " product selection " class control in above-mentioned Figure 12, then should Method can be by " product selection " class control in above-mentioned Figure 12 select set meal control be the control waiting to bury a little, can be according to figure Selecting the mark of set meal control, title and path etc. at least one determine that this waits to bury a control in " product selection " class control in 12 The information of part, and the system information that set meal control is relevant that selects in " product selection " class control in Figure 12 is defined as system number According to.
Each task of this business objective all uses aforesaid way, obtains the information waiting to bury a control that each task is corresponding And system data, to each task corresponding after the information and system data burying a control carries out deduplication operation, just can obtain this What all tasks of business objective were corresponding waits to bury information and the system data of a control.
According to this, S708, server wait that software is buried a little by the information burying a control.
Specifically, S708 can be wait, according to this, the system data that the information burying a control is corresponding with this business objective, Point code is buried in generation, this is buried point code and implants in this software, it is achieved bury a little to this software, to gather data.
S709, collection of server this bury a system data that corresponding user behavior data is corresponding with this business objective.
This data processing method that the embodiment of the present invention three provides, can be said above-described embodiment by concrete example Bright, its beneficial effect is similar to the above embodiments, does not repeats them here.
The embodiment of the present invention four also provides for a kind of data processing equipment.A kind of number that Figure 13 provides for the embodiment of the present invention four Structural representation according to processing means.Data processing equipment 1300 can be integrated in server by the way of software and/or hardware In, so that server performs the data process side that in above-described embodiment one to embodiment three, arbitrary described server performs Method.As shown in figure 13, data processing equipment 1300 comprises the steps that and first determines module 1301, second determines that module the 1302, the 3rd is true Cover half block 1303, bury point module 1304 and acquisition module 1305.
Wherein, first determines module 1301, for having determined the business involved by this business objective according to business objective Object.
Second determines module 1302, for having determined the tables of data that the business object involved by this business objective is relevant.
3rd determines module 1303, for determining, according to this tables of data, the information waiting to bury a control.
Bury point module 1304, for software being buried a little according to this information burying a control.
Acquisition module 1305, buries a corresponding data for gathering this.
Optionally, data processing equipment 1300 also includes:
Receiver module, for receiving the information of user's input.
4th determines module, and the key word of the information for inputting according to this user determines this business objective.
Optionally, first determines module 1301, it may include:
First acquiring unit, for obtaining the logical model of this software, has had this software defined in this logical model The relation between business object and this business object involved by each software function.
First searches unit, is used for according to this business objective from the logical model of this software, has found out this business Business object involved by target.
Optionally, first searches unit, specifically for believing according to the business object in this business objective and this logical model Breath, determines the similarity of this business objective and each business object；Similar to this each business object according to this business objective Degree, determines that from this logical model the business object that similarity is the highest has been the business object involved by this business objective.
Optionally, second determines module 1302, it may include:
Second acquisition unit, for obtaining the physical model of this software, this physical model defines in data base and is somebody's turn to do Relation between tables of data and this tables of data that each business object in logical model is relevant.
Second searches unit, for from the physical model of this software, has found out the industry involved by this business objective The tables of data that business object is relevant.
Optionally, second searches unit, specifically for clustering the business object involved by finishing service target, raw Become the task that each class business object is corresponding；In units of task, from the physical model of this software, obtain this business mesh The tables of data that business object involved by mark is relevant.
Optionally, second searches unit, specifically for according to completing between the business object involved by this business objective Similarity, clusters the business object completed involved by this business objective, generates corresponding the appointing of this each class business object Business；Wherein, the similarity between this each class business object is the highest.
Optionally, the 3rd determines module 1303, specifically for the current page code according to tables of data and software, from currently The page determining, the control using tables of data is for waiting to bury a control；Obtain this information waiting to bury a control.
Optionally, the 3rd determines module 1303, is additionally operable to the system information according to the control using this tables of data is relevant true The system data that this business objective fixed is corresponding.
Optionally, acquisition module 1305, bury a corresponding user behavior data specifically for gathering this, and/or, this business The system data that target is corresponding.
The data processing equipment that the embodiment of the present invention four provides, can be used in execution above-described embodiment one to three arbitrary described Data processing method, implement process and beneficial effect be similar to the above embodiments, do not repeat them here.
The embodiment of the present invention five also provides for a kind of data handling equipment.A kind of number that Figure 14 provides for the embodiment of the present invention five Structural representation according to processing equipment.Data handling equipment 1400 can be server, and this server can be in above-mentioned Fig. 1 The data acquisition server 101 of data collecting system or application server 102.As shown in figure 14, this data handling equipment 1400 comprise the steps that processor 1401, memorizer 1402, communication interface 1403 and bus 1404；Wherein, processor 1401 and storage Device 1402, communication interface 1403 are connected by bus 1404.
Memorizer 1402 is used for storing instruction.
Processor 1401 is used for performing instruction, when processor 1401 performs the instruction of memorizer 1402 storage so that place Reason device 1401 performs the data processing method that in above-mentioned Fig. 2 to Fig. 7, arbitrary shown server performs.Concrete data process side Method can be found in above-mentioned as arbitrary in Fig. 2-Fig. 7 shown in embodiment in associated description, here is omitted.
Wherein, processor 1401, can be central processing unit (Central Processing Unit is called for short CPU).Place Reason device 1401 can also be other general processors, (Digital Signal Processing is called for short digital signal processor DSP), special IC (Application Specific Integrated Circuit is called for short ASIC), scene can be compiled Journey gate array (Field-Programmable Gate Array is called for short FPGA) or other PLDs, discrete gate Or transistor logic, discrete hardware components etc..General processor can be that microprocessor or this processor can also It it is the processor etc. of any routine.
Memorizer 1402 can include volatile memory (volatile memory), such as random access memory (Random-Access Memory is called for short RAM)；Memorizer 1402 can also include nonvolatile memory (non- Volatile memory), such as read only memory (Read-Only Memory is called for short ROM), flash memory (flash Memory), hard disk (Hard Disk Drive is called for short HDD) or solid state hard disc (Solid-State Drive is called for short SSD)；Deposit Reservoir 1402 can also include the combination of the memorizer of mentioned kind.
Communication interface 1403 is specifically as follows interface circuit, is used for during receiving and sending messages, the reception of signal and transmission, After communication interface 1403 receives the information that external equipment sends, process to processor 1401；It addition, communication interface 1403 is all right Communicated with network and other equipment by radio communication.
Bus 1404 can include data/address bus, power bus, control bus and signal condition bus etc..In the present embodiment In order to understand explanation, in fig. 14 various buses are all illustrated as straight line.
The data handling equipment that the embodiment of the present invention five provides, can be used in execution above-described embodiment one to three arbitrary described Data processing method, implement process and beneficial effect be similar to the above embodiments, do not repeat them here.
One of ordinary skill in the art will appreciate that: all or part of step realizing above-mentioned each method embodiment can be led to The hardware crossing programmed instruction relevant completes.Aforesaid program can be stored in a computer read/write memory medium.This journey Sequence upon execution, performs to include the step of above-mentioned each method embodiment；And aforesaid storage medium includes: ROM, RAM, magnetic disc or The various media that can store program code such as person's CD.
Last it is noted that various embodiments above is only in order to illustrate technical scheme, it is not intended to limit；To the greatest extent The present invention has been described in detail by pipe with reference to foregoing embodiments, it will be understood by those within the art that: it depends on So the technical scheme described in foregoing embodiments can be modified, or the most some or all of technical characteristic is entered Row equivalent；And these amendments or replacement, do not make the essence of appropriate technical solution depart from various embodiments of the present invention technology The scope of scheme.

Claims (22)

1. a data processing method, it is characterised in that including:
The business object involved by described business objective has been determined according to business objective；
Determine the tables of data that the business object involved by described business objective is relevant；
The information waiting to bury a control is determined according to described tables of data；
According to the described information waiting to bury a control, software is buried a little；
A corresponding data is buried described in collection.
Method the most according to claim 1, it is characterised in that described determined described business object according to business objective Before involved business object, described method also includes:
Receive the information of user's input；
The key word of the information inputted according to described user determines described business objective.
Method the most according to claim 1 and 2, it is characterised in that described determined described business according to business objective Business object involved by target, including:
Obtain the logical model of described software, had defined in described logical model involved by each software function of described software And business object and described business object between relation；
According to described business objective from the logical model of described software, find out the business involved by described business objective Object.
Method the most according to claim 3, it is characterised in that described according to described business objective from the logic of described software In model, find out the business object involved by described business objective, including:
According to the business object information in described business objective and described logical model, determine described business objective and each business The similarity of object；
According to the similarity of described business objective Yu described each business object, from described logical model, determine that similarity is the highest Business object be the business object involved by described business objective.
Method the most according to claim 4, it is characterised in that described business object information includes: business object title and/ Or attribute.
6. according to the method according to any one of claim 1-5, it is characterised in that described determined described business objective institute The tables of data that the business object related to is relevant, including:
Obtaining the physical model of described software, it is each that described physical model defines with described logical model in data base Relation between tables of data and described tables of data that business object is relevant；
From the physical model of described software, obtain the tables of data that the business object involved by described business objective is relevant.
Method the most according to claim 6, it is characterised in that described from the physical model of described software, obtains with complete The tables of data becoming the business object involved by described business objective relevant includes:
The business object completed involved by described business objective is clustered, generates the task that each class business object is corresponding；
In units of task, from the physical model of described software, obtain the business object involved by described business objective Relevant tables of data.
Method the most according to claim 7, it is characterised in that the described business pair to completing involved by described business objective As clustering, generate the task that each class business object is corresponding, including:
According to the similarity between the business object completed involved by described business objective, to completing involved by described business objective Business object cluster, generate the task that described each class business object is corresponding；Wherein, described each class business object it Between similarity the highest.
9. according to the method according to any one of claim 1-8, it is characterised in that described determine according to described tables of data wait to bury The information of some control includes:
Current page code according to described tables of data and described software, determines the described tables of data of use from described current page Control be described in wait to bury a control；
Wait to bury the information of a control described in acquisition.
Method the most according to claim 9, it is characterised in that described in wait to bury the information of a control and include following at least one Individual: described in wait to bury the mark of a control, title and path.
11. methods according to claim 9, it is characterised in that described method also includes:
The system data that described business objective is corresponding is determined according to the system information that the control using described tables of data is relevant.
12. methods according to claim 11, it is characterised in that bury a corresponding data described in described collection and include:
A corresponding user behavior data is buried described in collection, and/or, the system data that described business objective is corresponding.
13. 1 kinds of data processing equipments, it is characterised in that including:
First determines module, for having determined the business object involved by described business objective according to business objective；
Second determines module, for having determined the tables of data that the business object involved by described business objective is relevant；
3rd determines module, for determining, according to described tables of data, the information waiting to bury a control；
Bury point module, for waiting that software is buried a little by the information burying a control described in basis；
Acquisition module, buries a corresponding data described in gathering.
14. devices according to claim 13, it is characterised in that described data processing equipment also includes:
Receiver module, for receiving the information of user's input；
4th determines module, and the key word of the information for inputting according to described user determines described business objective.
15. according to the device described in claim 13 or 14, it is characterised in that described first determines module, including:
First acquiring unit, for obtaining the logical model of described software, has had described software defined in described logical model The business object involved by each software function and relation between described business object；
First searches unit, is used for according to described business objective from the logical model of described software, has found out described industry Business business object involved by target.
16. devices according to claim 15, it is characterised in that
Described first searches unit, specifically for according to the business object information in described business objective and described logical model, Determine the similarity of described business objective and each business object；Phase according to described business objective with described each business object Like degree, from described logical model, determine that the business object that similarity is the highest has been the business pair involved by described business objective As.
17. according to the device according to any one of claim 13-16, it is characterised in that described second determines module, including:
Second acquisition unit, for obtaining the physical model of described software, described physical model defines and institute in data base State the relation between tables of data and the described tables of data that each business object in logical model is relevant；
Second searches unit, for from the physical model of described software, has found out the industry involved by described business objective The tables of data that business object is relevant.
18. devices according to claim 17, it is characterised in that
Described second searches unit, specifically for clustering the business object completed involved by described business objective, generates The task that each class business object is corresponding；In units of task, from the physical model of described software, obtain described business The tables of data that business object involved by target is relevant.
19. devices according to claim 18, it is characterised in that
Described second searches unit, specifically for similar according to complete between the business object involved by described business objective Degree, clusters the business object completed involved by described business objective, generates corresponding the appointing of described each class business object Business；Wherein, the similarity between described each class business object is the highest.
20. according to the device according to any one of claim 13-19, it is characterised in that
Described 3rd determines module, specifically for the current page code according to described tables of data and described software, works as from described The front page determines use the control of described tables of data be described in wait to bury a control；Wait to bury the information of a control described in acquisition.
21. devices according to claim 20, it is characterised in that
Described 3rd determines module, is additionally operable to the system information according to the control using described tables of data is relevant and determines described business The system data that target is corresponding.
22. devices according to claim 21, it is characterised in that
Described acquisition module, buries a corresponding user behavior data described in gathering, and/or, described business objective pair The system data answered.
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Cited By (4)

* Cited by examiner, † Cited by third party
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