CN110263026A - A kind of data processing method and device - Google Patents
A kind of data processing method and device Download PDFInfo
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- CN110263026A CN110263026A CN201910570596.1A CN201910570596A CN110263026A CN 110263026 A CN110263026 A CN 110263026A CN 201910570596 A CN201910570596 A CN 201910570596A CN 110263026 A CN110263026 A CN 110263026A
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Abstract
This application provides a kind of data processing method and devices, are related to technical field of data processing, comprising: determine current research theme, target data corresponding with the research theme is obtained from multiple data sets；The type of the attribute tags and the corresponding data set of each target data that are carried based on each target data, determines the type of each target data；Based on the research theme, data package template corresponding with the research theme is chosen；Using the data package template, according to the type of each target data, corresponding position in the data package template is written into the target data, generates target packet.Compared with data processing method in the prior art, can normalized number evidence, and then simplify data load, the process that uses.
Description
Technical field
This application involves technical field of data processing, more particularly, to a kind of data processing method and device.
Background technique
Exploration and development research be the industries such as petroleum gas existence this, the base of development.With work of exploration and development hardly possible
Degree increases, and exploration and development case study content is increasingly sophisticated, needs based on miscellaneous data, professional software and research
Tool carries out collaborative research, and there are data preparation and organizational difficulties, data interaction and shared complicated, number for traditional research mode
Situations such as cumbersome according to loading procedure.
Currently, the data deficiency centralized management of exploration and development research, effectively can not inherit and share, require weight every time
New group organization data, and there are researcher's work habit is inconsistent, there are many link for preparing data and data, are easy
Mistake, the problem of lacking procedure specification and automate supplementary means.
Summary of the invention
In view of this, the application's is designed to provide a kind of data processing method and device, with normalized number evidence, in turn
The process for simplifying data load, using.
The embodiment of the present application provides a kind of data processing method, and the data processing method includes:
It determines current research theme, target data corresponding with the research theme is obtained from multiple data sets；
The type of the attribute tags and the corresponding data set of each target data that are carried based on each target data is determined
The type of each target data；
Based on the research theme, data package template corresponding with the research theme is chosen；
Using the data package template, according to the type of each target data, the data are written into the target data
Corresponding position in packet template generates target packet.
Further, the data processing method further include:
Based on the catalogue of the target packet, of the data and the research theme in the target packet is detected
The data in the target packet are increased or deleted with degree, and based on the matching degree.
Further, the data processing method further include:
Data to be processed are obtained, and determine the number of each at least one corresponding research theme of data and each data
According to type, data attribute and data content；
Data type, data attribute and data content based on each data, establish multiple data sets, and by respectively will be every
The label of the corresponding research theme of a data data to be processed as this, wherein each data set includes and the data set
The consistent data of data type.
Further, the data processing method further includes the steps that generating data package template:
Based on the research theme of data package template to be generated, the frame knot of the data package template to be generated is determined
Structure；
Based on the frame structure of the data package template to be generated, each portion in the data package template to be generated is determined
Divide the type of corresponding data；
Each section in frame structure and the data package template to be generated based on the data package template to be generated
The type of corresponding data generates the data package template.
Further, the data processing method further include:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that client selected in the catalogue of the data set
The data for needing to push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
The embodiment of the present application also provides a kind of data processing equipment, described device includes:
First determining module obtains and the research theme from multiple data sets for determining current research theme
Corresponding target data；
Second determining module, the attribute tags and each target data for being carried based on each target data are corresponding
The type of data set determines the type of each target data；
Module is chosen, for being based on the research theme, chooses data package template corresponding with the research theme；
First generation module, for utilizing the data package template, according to the type of each target data, by the target
Corresponding position in the data package template is written in data, generates target packet.
Further, the data processing equipment further include:
It adjusts module and detects the data in the target packet and institute for the catalogue based on the target packet
The matching degree of research theme is stated, and the data in the target packet are increased or deleted based on the matching degree.
Further, the data processing equipment further includes that data set establishes module, and the data set is established module and is used for:
Data to be processed are obtained, and determine the number of each at least one corresponding research theme of data and each data
According to type, data attribute and data content；
Data type, data attribute and data content based on each data, establish multiple data sets, and by respectively will be every
The label of the corresponding research theme of a data data to be processed as this, wherein each data set includes and the data set
The consistent data of data type.
Further, the data processing equipment further includes the second generation module, and second generation module is used for:
Based on the research theme of data package template to be generated, the frame knot of the data package template to be generated is determined
Structure；
Based on the frame structure of the data package template to be generated, each portion in the data package template to be generated is determined
Divide the type of corresponding data；
Each section in frame structure and the data package template to be generated based on the data package template to be generated
The type of corresponding data generates the data package template.
Further, the data processing equipment further includes pushing module, and the pushing module is used for:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that client selected in the catalogue of the data set
The data for needing to push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
The embodiment of the present application also provides a kind of electronic equipment, comprising: processor, memory and bus, the memory are deposited
Contain the executable machine readable instructions of the processor, when electronic equipment operation, the processor and the memory it
Between by bus communication, the step of such as above-mentioned data processing method is executed when the machine readable instructions are executed by the processor
Suddenly.
The embodiment of the present application also provides a kind of computer readable storage medium, is stored on the computer readable storage medium
Computer program executes when the computer program is run by processor such as the step of above-mentioned data processing method.
Data processing method provided by the embodiments of the present application and device determine current research theme, from multiple data sets
It is middle to obtain target data corresponding with the research theme；The attribute tags and each target carried based on each target data
The type of the corresponding data set of data, determines the type of each target data；Based on the research theme, choose and the research
The corresponding data package template of theme；Using the data package template, according to the type of each target data, by the target data
Corresponding position in the data package template is written, generates target packet.Compared with data processing method in the prior art,
Can normalized number evidence, and then simplify data load, the process that uses.
To enable the above objects, features, and advantages of the application to be clearer and more comprehensible, preferred embodiment is cited below particularly, and cooperate
Appended attached drawing, is described in detail below.
Detailed description of the invention
Technical solution in ord to more clearly illustrate embodiments of the present application, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only some embodiments of the application, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 shows a kind of flow chart of data processing method provided by the embodiment of the present application；
Fig. 2 shows the flow charts of another kind data processing method provided by the embodiment of the present application；
Fig. 3 shows a kind of one of structural schematic diagram of data processing equipment provided by the embodiment of the present application；
Fig. 4 shows a kind of second structural representation of data processing equipment provided by the embodiment of the present application；
Fig. 5 shows the structural schematic diagram of a kind of electronic equipment provided by the embodiment of the present application.
Specific embodiment
To keep the purposes, technical schemes and advantages of the embodiment of the present application clearer, below in conjunction with the embodiment of the present application
Middle attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only
It is some embodiments of the present application, instead of all the embodiments.
The component of the embodiment of the present application being usually described and illustrated herein in the accompanying drawings can be come with a variety of different configurations
Arrangement and design.Therefore, requirement is not intended to limit to the detailed description of the embodiments herein provided in the accompanying drawings below
The scope of the present application of protection, but it is merely representative of the selected embodiment of the application.Based on embodiments herein, this field skill
Art personnel each other embodiments obtained without making creative work belong to the model of the application protection
It encloses.
Firstly, the application application scenarios applicatory are introduced.The application can be applied to need when studying
The application scenarios of its corresponding data are obtained for some research theme.
It has been investigated that the data deficiency centralized management of exploration and development research, effectively can not inherit and share, every time
Need to reorganize data, and there are researcher's work habit is inconsistent, there are many link for preparing data and data,
The problem of being easy error, lacking procedure specification and automation supplementary means.
Based on this, the embodiment of the present application provides a kind of data processing method, with normalized number evidence, and then simplifies data and adds
The process carry, used.Normalized number evidence, and then the process for simplifying data load, using.
Referring to Fig. 1, Fig. 1 is a kind of flow chart of data processing method provided by the embodiment of the present application.Institute is as shown in figure 1
It is shown, data processing method provided by the embodiments of the present application, comprising:
S101, it determines current research theme, number of targets corresponding with the research theme is obtained from multiple data sets
According to.
In the step, when being studied, the data obtained to experiment or measurement is needed to analyze, and the data of needs
Should be consistent with the research theme of research currently carried out, and the data needed are often a plurality of types of, it is necessary to from multiple
A plurality of types of data are obtained in data set.
Wherein, each data set corresponds to a type of data.Data can according to the attribute of data, property and purposes into
Row classification.
Specifically, the type of data set may include structural data table, professional graph, data volume, document, picture, reality
When the types such as data, audio, video；Research theme may include oil well well site deployment, Drilling Design etc..
The type of S102, the attribute tags and the corresponding data set of each target data that are carried based on each target data,
Determine the type of each target data.
In the step, each target data carries at least one attribute tags, can be corresponding by each target data
Data set data type and target data carry attribute tags combine, obtain the type of each target data.
S103, it is based on the research theme, chooses data package template corresponding with the research theme.
Wherein, each research theme corresponds to data package template, and data package template, which can be, to be pre-set, number
It establishes, and ties according to the type of its corresponding research theme research step for being included and required data according in packet template
The information such as post, the profession of researcher are closed, tissue is carried out to data package template.
S104, using the data package template, will be described in target data write-in according to the type of each target data
Corresponding position in data package template generates target packet.
In this way, the mistake that mixed and disorderly data can be systematically arranged in the packet, and then simplify data load, use
Journey.
Data processing method provided by the embodiments of the present application determines current research theme, obtains from multiple data sets
Target data corresponding with the research theme；The attribute tags and each target data pair carried based on each target data
The type for the data set answered determines the type of each target data；Based on the research theme, choose and the research theme pair
The data package template answered；Using the data package template, according to the type of each target data, institute is written into the target data
Corresponding position in data package template is stated, target packet is generated.Compared with data processing method in the prior art, Neng Gougui
Generalized data, and then the process for simplifying data load, using.
Referring to Fig. 2, Fig. 2 is the flow chart for the data processing method that another embodiment of the application provides.Such as institute in Fig. 2
Show, data processing method provided by the embodiments of the present application, comprising:
S201, it determines current research theme, number of targets corresponding with the research theme is obtained from multiple data sets
According to.
The type of S202, the attribute tags and the corresponding data set of each target data that are carried based on each target data,
Determine the type of each target data.
S203, it is based on the research theme, chooses data package template corresponding with the research theme.
S204, using the data package template, will be described in target data write-in according to the type of each target data
Corresponding position in data package template generates target packet.
S205, the catalogue based on the target packet, the data and the research detected in the target packet are led
The matching degree of topic, and the data in the target packet are increased or deleted based on the matching degree.
In the step, can according to the data type of each position in data packet catalogue, and write-in data type,
Matching degree is deleted, replaced or increased lower than the data of preset threshold by the matching degree for judging the data and research theme.
Wherein, the description of S201 to S204 is referred to the description of S101 to S104, and can reach identical technology effect
Fruit does not repeat them here this.
Optionally, the data processing method further include:
Data to be processed are obtained, and determine the number of each at least one corresponding research theme of data and each data
According to type, data attribute and data content；
Data type, data attribute and data content based on each data, establish multiple data sets, and by respectively will be every
The label of the corresponding research theme of a data data to be processed as this, wherein each data set includes and the data set
The consistent data of data type.
In the step, data set can be established with tree structure, tree structure is according to the type of data, attribute and specific
Content arrangement, and using at least one research theme of data fit as label, it is stored together into corresponding data set.
In this way, when calling data, the label that can be carried according to the catalogue and data of data set quickly finds needs
Data.
Optionally, the data processing method further includes the steps that generating data package template:
Based on the research theme of data package template to be generated, the frame knot of the data package template to be generated is determined
Structure；
Based on the frame structure of the data package template to be generated, each portion in the data package template to be generated is determined
Divide the type of corresponding data；
Each section in frame structure and the data package template to be generated based on the data package template to be generated
The type of corresponding data generates the data package template.
In the step, the maintenance mode of customized tree-shaped can be used, according to the post of research theme and user, profession etc.
Different dimensions, carry out the job analysis of research theme, and form the catalogue of data package template.
Optionally, the data processing method further include:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that client selected in the catalogue of the data set
The data for needing to push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
Wherein, data processing tools can be the softwares such as research professional software, such as Petrel used；It is also possible to grind
Study carefully tool etc..
In this manner it is achieved that data quickly to be pushed to the process of data processing tools.
Data processing method provided by the embodiments of the present application determines current research theme, obtains from multiple data sets
Target data corresponding with the research theme；The attribute tags and each target data pair carried based on each target data
The type for the data set answered determines the type of each target data；Based on the research theme, choose and the research theme pair
The data package template answered；Using the data package template, according to the type of each target data, institute is written into the target data
Corresponding position in data package template is stated, target packet is generated；Based on the catalogue of the target packet, the target is detected
The matching degree of data and the research theme in data packet, and based on the matching degree to the data in the target packet
Increased or is deleted.Compared with data processing method in the prior art, can normalized number evidence, and then simplify data add
The process carry, used.
Please refer to Fig. 3, Fig. 4, Fig. 3 be a kind of structural schematic diagram of data processing equipment provided by the embodiment of the present application it
One, Fig. 4 are a kind of second structural representation of data processing equipment provided by the embodiment of the present application.As shown in Figure 3, described
Data processing equipment 300 includes:
First determining module 310 is obtained from multiple data sets and is led with the research for determining current research theme
Inscribe corresponding target data；
Second determining module 320, the attribute tags and each target data for being carried based on each target data are corresponding
Data set type, determine the type of each target data；
Module 330 is chosen, for being based on the research theme, chooses data package template corresponding with the research theme；
First generation module 340, will be described according to the type of each target data for utilizing the data package template
Corresponding position in the data package template is written in target data, generates target packet.
Further, as shown in figure 4, the data processing equipment 300 further include:
Adjust module 350, for the catalogue based on the target packet, detect data in the target packet with
The matching degree of the research theme, and the data in the target packet are increased or deleted based on the matching degree.
Further, the data processing equipment 300 further includes that data set establishes module 360, and the data set establishes mould
Block 360 is used for:
Data to be processed are obtained, and determine the number of each at least one corresponding research theme of data and each data
According to type, data attribute and data content；
Data type, data attribute and data content based on each data, establish multiple data sets, and by respectively will be every
The label of the corresponding research theme of a data data to be processed as this, wherein each data set includes and the data set
The consistent data of data type.
Further, the data processing equipment 300 further includes the second generation module 370, second generation module 370
For:
Based on the research theme of data package template to be generated, the frame knot of the data package template to be generated is determined
Structure；
Based on the frame structure of the data package template to be generated, each portion in the data package template to be generated is determined
Divide the type of corresponding data；
Each section in frame structure and the data package template to be generated based on the data package template to be generated
The type of corresponding data generates the data package template.
Further, the data processing equipment 300 further includes pushing module 380, and the pushing module 380 is used for:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that client selected in the catalogue of the data set
The data for needing to push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
Data processing equipment provided by the embodiments of the present application determines current research theme, obtains from multiple data sets
Target data corresponding with the research theme；The attribute tags and each target data pair carried based on each target data
The type for the data set answered determines the type of each target data；Based on the research theme, choose and the research theme pair
The data package template answered；Using the data package template, according to the type of each target data, institute is written into the target data
Corresponding position in data package template is stated, target packet is generated.Compared with data processing equipment in the prior art, Neng Gougui
Generalized data, and then the process for simplifying data load, using.
Referring to Fig. 5, Fig. 5 is the structural schematic diagram of a kind of electronic equipment provided by the embodiment of the present application.Such as institute in Fig. 5
Show, the electronic equipment 500 includes processor 510, memory 520 and bus 530.
The memory 520 is stored with the executable machine readable instructions of the processor 510, when electronic equipment 500 is transported
When row, communicated between the processor 510 and the memory 520 by bus 530, the machine readable instructions are by the place
When managing device 510 and executing, the step of data processing method in the embodiment of the method as shown in above-mentioned Fig. 1 and Fig. 2 can be executed, tool
Body implementation can be found in embodiment of the method, and details are not described herein.
The embodiment of the present application also provides a kind of computer readable storage medium, is stored on the computer readable storage medium
Computer program can execute in the embodiment of the method as shown in above-mentioned Fig. 1 and Fig. 2 when the computer program is run by processor
Data processing method the step of, specific implementation can be found in embodiment of the method, and details are not described herein.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, it should be understood that disclosed systems, devices and methods, it can be with
It realizes by another way.The apparatus embodiments described above are merely exemplary, for example, the division of the unit,
Only a kind of logical function partition, there may be another division manner in actual implementation, in another example, multiple units or components can
To combine or be desirably integrated into another system, or some features can be ignored or not executed.Another point, it is shown or beg for
The mutual coupling, direct-coupling or communication connection of opinion can be through some communication interfaces, device or unit it is indirect
Coupling or communication connection can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in the executable non-volatile computer-readable storage medium of a processor.Based on this understanding, the application
Technical solution substantially the part of the part that contributes to existing technology or the technical solution can be with software in other words
The form of product embodies, which is stored in a storage medium, including some instructions use so that
One computer equipment (can be personal computer, server or the network equipment etc.) executes each embodiment institute of the application
State all or part of the steps of method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (Read-Only
Memory, ROM), random access memory (Random Access Memory, RAM), magnetic or disk etc. is various to deposit
Store up the medium of program code.
Finally, it should be noted that embodiment described above, the only specific embodiment of the application, to illustrate the application
Technical solution, rather than its limitations, the protection scope of the application is not limited thereto, although with reference to the foregoing embodiments to this Shen
It please be described in detail, those skilled in the art should understand that: anyone skilled in the art
Within the technical scope of the present application, it can still modify to technical solution documented by previous embodiment or can be light
It is readily conceivable that variation or equivalent replacement of some of the technical features；And these modifications, variation or replacement, do not make
The essence of corresponding technical solution is detached from the spirit and scope of the embodiment of the present application technical solution, should all cover the protection in the application
Within the scope of.Therefore, the protection scope of the application should be subject to the protection scope in claims.
Claims (10)
1. a kind of data processing method, which is characterized in that the data processing method includes:
It determines current research theme, target data corresponding with the research theme is obtained from multiple data sets；
The type of the attribute tags and the corresponding data set of each target data that are carried based on each target data is determined each
The type of target data；
Based on the research theme, data package template corresponding with the research theme is chosen；
Using the data package template, according to the type of each target data, the data packet mould is written into the target data
Corresponding position in plate generates target packet.
2. data processing method according to claim 1, which is characterized in that the data processing method further include:
Based on the catalogue of the target packet, the matching of the data and the research theme in the target packet is detected
Degree, and the data in the target packet are increased or deleted based on the matching degree.
3. data processing method according to claim 1, which is characterized in that the data processing method further include:
Data to be processed are obtained, and determine the data class of each at least one corresponding research theme of data and each data
Type, data attribute and data content；
Data type, data attribute and data content based on each data establish multiple data sets, and will be respectively by every number
According to the label of the corresponding research theme data to be processed as this, wherein each data set includes the data with the data set
The consistent data of type.
4. data processing method according to claim 3, which is characterized in that the data processing method further includes generating number
The step of according to packet template:
Based on the research theme of data package template to be generated, the frame structure of the data package template to be generated is determined；
Based on the frame structure of the data package template to be generated, each section pair in the data package template to be generated is determined
The type for the data answered；
Each section is corresponding in frame structure and the data package template to be generated based on the data package template to be generated
Data type, generate the data package template.
5. data processing method according to claim 3, which is characterized in that the data processing method further include:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that the needs that client selects in the catalogue of the data set
The data of push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
6. a kind of data processing equipment, which is characterized in that the data processing equipment includes:
First determining module obtains corresponding with the research theme for determining current research theme from multiple data sets
Target data；
Second determining module, attribute tags and the corresponding data of each target data for being carried based on each target data
The type of collection determines the type of each target data；
Module is chosen, for being based on the research theme, chooses data package template corresponding with the research theme；
First generation module, for utilizing the data package template, according to the type of each target data, by the target data
Corresponding position in the data package template is written, generates target packet.
7. data processing equipment according to claim 6, which is characterized in that the data processing equipment further include:
Module is adjusted, for the catalogue based on the target packet, the data detected in the target packet are ground with described
Study carefully the matching degree of theme, and the data in the target packet are increased or deleted based on the matching degree.
8. data processing equipment according to claim 6, which is characterized in that the data processing equipment further includes data set
Module is established, the data set is established module and is used for:
Data to be processed are obtained, and determine the data class of each at least one corresponding research theme of data and each data
Type, data attribute and data content；
Data type, data attribute and data content based on each data establish multiple data sets, and will be respectively by every number
According to the label of the corresponding research theme data to be processed as this, wherein each data set includes the data with the data set
The consistent data of type.
9. data processing equipment according to claim 8, which is characterized in that the data processing equipment further includes second raw
At module, second generation module is used for:
Based on the research theme of data package template to be generated, the frame structure of the data package template to be generated is determined；
Based on the frame structure of the data package template to be generated, each section pair in the data package template to be generated is determined
The type for the data answered；
Each section is corresponding in frame structure and the data package template to be generated based on the data package template to be generated
Data type, generate the data package template.
10. data processing equipment according to claim 8, which is characterized in that the data processing equipment further includes push
Module, the pushing module are used for:
Determine the data processing tools used；
Determine to include the target data set that can be used in the data of the data processing tools；
The catalogue of the target data set is pushed to client, so that the needs that client selects in the catalogue of the data set
The data of push；
Obtain the data that the needs of the client selection push, and the data compression and encapsulation that the needs are pushed；
By the data-pushing after compression and encapsulation to the data processing tools.
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| CN201910570596.1A CN110263026A (en) | 2019-06-27 | 2019-06-27 | A kind of data processing method and device |
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| CN201910570596.1A CN110263026A (en) | 2019-06-27 | 2019-06-27 | A kind of data processing method and device |
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| CN103810277A (en) * | 2014-02-14 | 2014-05-21 | 浪潮通信信息系统有限公司 | Quick service oriented big data aggregation method for |
| CN109711479A (en) * | 2018-12-30 | 2019-05-03 | 中国电子科技集团公司信息科学研究院 | A kind of data processing and fusion method and its application |
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| JP2003223454A (en) * | 2002-01-29 | 2003-08-08 | Mitsubishi Electric Corp | Template providing method and system, and program therefor |
| CN101998167A (en) * | 2010-08-16 | 2011-03-30 | 中兴通讯股份有限公司 | Electronic program guide (EPG) display management method and system |
| CN103412956A (en) * | 2013-08-30 | 2013-11-27 | 北京中科江南软件有限公司 | Data processing method and system for heterogeneous data sources |
| CN103810277A (en) * | 2014-02-14 | 2014-05-21 | 浪潮通信信息系统有限公司 | Quick service oriented big data aggregation method for |
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Application publication date: 20190920 |