CN104504041B - data analysis system, method and device - Google Patents
data analysis system, method and device Download PDFInfo
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- CN104504041B CN104504041B CN201410779259.0A CN201410779259A CN104504041B CN 104504041 B CN104504041 B CN 104504041B CN 201410779259 A CN201410779259 A CN 201410779259A CN 104504041 B CN104504041 B CN 104504041B
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Abstract
The invention provides a kind of data analysis system, method and device, described data analysis system includes：Database Systems, server and multiple electronic equipments；Described Database Systems include：Customer data base；Information consultation supplier database and environmental factor database；Described server includes：User data input and memory module；Information consultation supplier data input and memory module；Users'Data Analysis module；Information consultation supplier data analysis module and comprehensive analysis module；The electronic equipment is connected by internet with the server.By the present invention, user can carry out autoanalysis and adjustment with the non-structural data of review history and the analysis table formed by structural data etc..Information consultation supplier can be carried out responding class of subscriber distribution, user satisfaction and acceptance level with the non-structural data of review history and the analysis table formed by structural data etc., assist analysis, the adjustment of the Adjustment effect of user etc..
Description
Technical field
The present invention is on the information fusion matching technique in computer network, especially with regard to a kind of data analysis system
System, method and device.
Background technology
Information consulting service on internet is generally divided into two classes：Knowledge base type or isolated sexual behavior of the one kind for " contingency "
The counseling services of part are (such as：Law, tourism, house property etc.)；The official communication of another kind of newborn information or the continuation event for " continuity "
Ask service (such as：Demonstrate,prove volume, futures, foreign exchange etc.).
Information consulting service technology for " continuity ", in the prior art, the information content is by artificial or computer
Enter edlin, classification and index, be stored in the database or disk of server end.User is obtained by the access to server
Its information content paid close attention to.
On the basis of above-mentioned technology, establish " customer data base ", " member " management is realized to user.User is by subjectivity
Demand, the information content of corresponding authority can be subscribed to.User can be by social class instrument (such as：Wechat, QQ and Web Community
Deng) carry out random consulting with specific user group and exchange.
In the above-described techniques, although way of realization is various, all there is it is common the problem of：The understanding of each user
Ability, mathematical ability, visionary, perception velocities, inferential capability and experience etc., it is different, vary；Identical is consulted
It is also just not at all surprising for the different result of different user's generations to ask content.Equally, each information consultation supplier by
The influence of the factors such as its knowledge background, industry experience, character trait, its information consultation content provided also have most proper use
Family colony and most uncomfortable user group.
How information consultation supplier for it carries by the way that the subjectivity of user is expressed, objective data understands its advantage and weakness
It is provided with and helps the reference content that strong point played, evaded weak tendency behaviorUser how to be fully understood by being good at of information consultation supplier,
Characteristic, select to be adapted to its information consultation supplierThis is that prior art has such problem to be solved.And approval, embodiment
The key problem of information consultation value.
When deacclimatizing the user of population-wide with pervasive content, information consultation supplier's core valency has also just been flooded
Value；When seeking the help of information consultation supplier the problem of user is with oneself, headache doctor's pin, it also can not just receive information official communication
The value of inquiry.
The content of the invention
The present invention provides a kind of data analysis system, method and device, can be with the non-structural number of review history so as to obtain user
Analysis table formed according to this and by structural data etc., carry out autoanalysis and adjustment；So that information consultation supplier can be with
The non-structural data of review history and the analysis table that is formed by structural data etc., the distribution of response class of subscriber, user's satisfaction
The analysis such as degree and acceptance level, the effect that assistance user is adjusted, adjustment.
To achieve these goals, the embodiment of the present invention provides a kind of data analysis system, described data analysis system
Including：Database Systems, server and multiple electronic equipments；
Described Database Systems include：
Customer data base, for storing the non-structural data and structured data of user；
Information consultation supplier's database, non-structural data and structured data for storage information consulting supplier；
Environmental factor database, the structured data for storage environment factor；
Described server includes：
User data input and memory module, for inputting the non-structural data and structured data of the user, and by institute
State the non-structural data of user and structured data is stored in described customer data base；
Information consultation supplier data input and memory module, for inputting the non-structural number of described information consulting supplier
According to and structured data, and described information is seeked advice from into the non-structural data of supplier and structured data is stored in described information consultation
In supplier's database；
Users'Data Analysis module, for calling the historical data of the user by the customer data base, and respectively with
The mode of picture and text or analysis table shows the user and described information to seek advice from supplier；For being adjusted by the customer data base
With the historical data for the user group for receiving its consulting, and described information is showed to consult in a manner of picture and text or analysis table respectively
Ask supplier；
Information consultation supplier's data analysis module, for passing through described information consulting supplier's data base call information
The historical data of supplier is seeked advice from, and information consultation supplier is showed in a manner of picture and text or analysis table；For passing through
The consulting behavioural information of described information consulting supplier data base call information consultation supplier colony, and with picture and text or analysis chart
The mode of table shows the user；
Comprehensive analysis module, for the structured data by environmental factor data base call environmental factor, and respectively to scheme
The mode of text or analysis table shows the user；Pass through information consultation supplier data base call information consultation supplier group
The integrated information of body, the integrated information of user group, and the exhibition in a manner of picture and text or analysis table are called by customer data base
Show and seek advice from supplier and the user to described information；
The electronic equipment is connected by internet with the server.
To achieve these goals, the embodiment of the present invention also provides a kind of data analysing method, described data analysis side
Method includes：
Receive the non-structural data of user that are inputted by electronic equipment of user and structured data, and by the non-knot of the user
Structure data and structured data are stored in customer data base；
The first data call request of the user is received, is asked according to first data call from the user data
The historical data of the user is called in storehouse, and from environmental factor database transfer environment factor structured data；
Respectively the historical data and the environmental factor are shown in a manner of picture and text or analysis table to the user
Structured data.
In one embodiment, described data analysing method also includes：
The information consultation supplier non-structural time of receive information consulting supplier's input and structured data, and by the letter
The non-structural data of breath consulting supplier and structured data are stored in information consultation supplier's database；
The second data call request of described information consulting supplier is received, is asked according to second data call from institute
State the historical data of information consultation supplier's data base call described information consulting supplier and receive described information consulting and provide
The historical data of the user of person's consulting；
In a manner of picture and text or analysis table going through for described information consulting supplier is shown to described information consulting supplier
History data and the historical data of the user.
In one embodiment, described data analysing method also includes：
The 3rd data call request of described information consulting supplier is received, is asked according to the 3rd data call from institute
State the historical data that customer data base calls the user group for receiving information consultation supplier consulting；
The history number of the user group is shown to the information consultation supplier in a manner of picture and text or analysis table
According to.
In one embodiment, described data analysing method also includes：
The 4th data call request of the user is received, is seeked advice from according to the 4th data call request from described information
The consulting behavioural information of supplier data base call information consultation supplier colony；
The consulting behavior of described information consulting supplier colony is shown to the user in a manner of picture and text or analysis table
Information.
In one embodiment, described data analysing method also includes：
The 5th data call request of the user and described information consulting supplier are received, is adjusted according to the 5th data
Integrated information with request from described information consulting supplier data base call information consultation supplier colony, and from the user
The integrated information of data base call user group；
In a manner of picture and text or analysis table described information consulting is shown to the user and described information consulting supplier
The integrated information of supplier colony and the integrated information of the user group.
To achieve these goals, the embodiment of the present invention also provides a kind of data analysis set-up, described data analysis dress
Put including：
User data memory cell, the non-structural data of user and structure inputted for receiving user by electronic equipment
Data, and the non-structural data of the user and structured data are stored in customer data base；
First data analysis unit, the first data call for receiving the user is asked, according to first data
The historical data of the user is called in call request from the customer data base, and from environmental factor database transfer environment because
The structured data of element；
First data display unit, for showing the history to the user in a manner of picture and text or analysis table respectively
The structured data of data and the environmental factor.
In one embodiment, described data analysis set-up also includes：
Consultant's data storage cell, when the information consultation supplier for receive information consulting supplier's input is non-structural
Between and structured data, and described information is seeked advice from into the non-structural data of supplier and structured data is stored in information consultation supplier
In database；
Second data analysis unit, for receiving the second data call request of described information consulting supplier, according to institute
The second data call request is stated from the historical data of described information consulting supplier's data base call described information consulting supplier
And receive the historical data of the user of described information consulting supplier's consulting；
Second data display unit, for showing institute to described information consulting supplier in a manner of picture and text or analysis table
State the historical data of information consultation supplier and the historical data of the user.
In one embodiment, described data analysis set-up also includes：
3rd data analysis unit, for receiving the 3rd data call request of described information consulting supplier, according to institute
State the 3rd data call request and going through for the user group for receiving information consultation supplier consulting is called from the customer data base
History data；
3rd data display unit, for being shown in a manner of picture and text or analysis table to the information consultation supplier
The historical data of the user group.
In one embodiment, described data analysis set-up also includes：
4th data analysis unit, the 4th data call for receiving the user is asked, according to the 4th data
Consulting behavioural information of the call request from described information consulting supplier data base call information consultation supplier colony；
4th data display unit, for showing described information consulting to the user in a manner of picture and text or analysis table
The consulting behavioural information of supplier colony.
In one embodiment, described data analysis set-up also includes：
5th data analysis unit, the 5th data call for receiving the user and described information consulting supplier please
Ask, supplier data base call information consultation supplier colony is seeked advice from from described information according to the 5th data call request
Integrated information, and from the customer data base call user group integrated information；
5th data display unit, for being carried in a manner of picture and text or analysis table to the user and described information consulting
The integrated information of donor displaying described information consulting supplier colony and the integrated information of the user group.
By the present invention, user can be with the non-structural data of review history and the analysis table formed by structural data
Deng progress autoanalysis and adjustment.Information consultation supplier can be with the non-structural data of review history and by structural data shape
Into analysis table etc., carry out responding class of subscriber distribution, user satisfaction and acceptance level, assist Adjustment effect of user etc.
Analysis, adjustment.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the required accompanying drawing used in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, without having to pay creative labor, may be used also
To obtain other accompanying drawings according to these accompanying drawings.
Fig. 1 is the structural representation of the data analysis system (system of each side's information fusion matching) of the embodiment of the present invention；
Fig. 2 is the data analysing method flow chart one of the embodiment of the present invention；
Fig. 3 is the method schematic diagram one that user data and Users'Data Analysis are established in the embodiment of the present invention；
Fig. 4 is the method schematic diagram two that user data and Users'Data Analysis are established in the embodiment of the present invention；
Fig. 5 is the data analysing method flowchart 2 of the embodiment of the present invention；
Fig. 6 is the side that information consultation supplier data and information consultation supplier's data analysis are established in the embodiment of the present invention
Method schematic diagram one；
Fig. 7 is the data analysing method flow chart 3 of the embodiment of the present invention；
Fig. 8 is the side that information consultation supplier data and information consultation supplier's data analysis are established in the embodiment of the present invention
Method schematic diagram two；
Fig. 9 is the data analysing method flow chart four of the embodiment of the present invention；
Figure 10 is the method schematic diagram that information consultation supplier is understood in the embodiment of the present invention；
Figure 11 is the data analysing method flow chart five of the embodiment of the present invention；
Figure 12 is that information consultation supplier, the user of the embodiment of the present invention can be crossed present invention understands that the group of current environment factor
The method schematic diagram of body behavior；
Figure 13 is that user's earning rate in the embodiment of the present invention changes and Hu-Shen 300 index tendency contrast schematic diagram；
Figure 14 is that expected yield changes and the preferable earning rate contrast schematic diagram of two-way strategy in the embodiment of the present invention；
Figure 15 is the structured flowchart one of the data analysis set-up of the embodiment of the present invention；
Figure 16 is the structured flowchart two of the data analysis set-up of the embodiment of the present invention；
Figure 17 is the structured flowchart three of the data analysis set-up of the embodiment of the present invention；
Figure 18 is the structured flowchart four of the data analysis set-up of the embodiment of the present invention；
Figure 19 is the structured flowchart one of the data analysis set-up of the embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made
Embodiment, belong to the scope of protection of the invention.
As shown in figure 1, the embodiment of the present invention provides a kind of data analysis system, the data analysis system includes：Database
System 16, server and multiple electronic equipments.Electronic equipment may include the computer of user and information consultation supplier, data dress
Put and cell phone etc..User and information consultation supplier can utilize electronic equipment, be connected by internet with server,
Carry out information exchange.
Wherein, Database Systems 16 include：Customer data base 17, information consultation supplier database 18 and environmental factor number
According to storehouse 19.
Customer data base 17 can be used for the non-structural data and structured data of storage user；Information consultation supplier's database
18 can be used for the non-structural data and structured data of storage information consulting supplier；Environmental factor database 19 can be used for storage ring
The structured data of border factor.
Server includes：User data input and memory module 12, information consultation supplier data input and storage mould
Block 13, Users'Data Analysis module 11, information consultation supplier data analysis module 14 and comprehensive analysis module 15.Wherein,
By the user data input and memory module 12, user can input the non-structural data and structure number of user
According to, and the non-structural data and structured data of user are stored in described customer data base 17.
When it is implemented, user can be by user data input and memory module that the Internet access service device calls
12, its non-structural data and structured data are inserted, user data input and memory module 12 can be by the non-structural numbers of user
According to this and structured data is stored in customer data base 17.
By information consultation supplier data input and memory module 13, information consultation supplier can input its non-knot
Structure data and structured data, and the non-structural data of information consultation supplier and structured data are stored in information consultation and provided
In person's database 18.
When it is implemented, information consultation supplier can be by information consultation supplier that the Internet access service device calls
Data input and memory module 13, insert its non-structural data and structured data.Information consultation supplier can to user or
User group provides reference content, the reference content and user feedback that information consultation supplier provides to user or user group
Data (including non-structural data and structured data) can seek advice from supplier's data input and memory module 13, information with import information
The non-structural data and structured data of information consultation supplier are stored in by consulting supplier's data input and memory module 13
In information consultation supplier database 18.
Using the Users'Data Analysis module 11, in one embodiment, the user can be called by customer data base 17
Historical data, and show in a manner of picture and text or analysis table the user and described information to seek advice from supplier respectively.
When it is implemented, the Users'Data Analysis module 11 that user is called by the Internet access service device, user data
Analysis module 11 transfers the historical data (structure of history and non-structural data) of the user by customer data base 17, and to scheme
The mode of text or analysis table shows user.
Information consultation supplier also can call Users'Data Analysis module 11, user data by the Internet access service device
Analysis mould 21 calls the historical data of the user by customer data base, and by the user's in a manner of picture and text or analysis table
Historical data shows information consultation supplier, so that information consultation supplier understands the information and advisory effectiveness of the user.
In another embodiment, the historical data for the user group for receiving its consulting can be called by customer data base,
And information consultation supplier is showed in a manner of picture and text or analysis table respectively.
When it is implemented, information consultation supplier also can call Users'Data Analysis module by the Internet access service device
11, Users'Data Analysis mould 21 calls the history for receiving the user group that information consultation supplier seeks advice from by customer data base
Data, and in a manner of picture and text or analysis table will receive the information consultation supplier consulting user group historical data exhibition
Show and give information consultation supplier, so that information consultation supplier understands the integrated information for the user group for receiving its consulting.
Using information consultation supplier data analysis module 14, in one embodiment, can be seeked advice from by described information
The historical data of supplier's data base call information consultation supplier, and the letter is showed in a manner of picture and text or analysis table
Breath consulting supplier.
When it is implemented, information consultation supplier's data that information consultation supplier is called by the Internet access service device
Analysis module 14, information consultation supplier's data analysis mould, 14 transfer the information by information consultation supplier database 18 consults
The historical data of supplier is ask, and information consultation supplier is showed in a manner of picture and text or analysis table.
In another embodiment, supplier data base call information consultation supplier colony can be seeked advice from by described information
Consulting behavioural information, and the user is showed in a manner of picture and text or analysis table.
Using the comprehensive analysis module 15, in one embodiment, environmental factor data base call environmental factor can be passed through
Structured data, and the user is showed in a manner of picture and text or analysis table respectively.
When it is implemented, user also can be by Users'Data Analysis module 11 that the Internet access service device calls and comprehensive
Analysis module 15, Users'Data Analysis module 11 transfer the historical data of the user, comprehensive analysis module by customer data base
15 transfer the structured data of environmental factor by environmental factor database, and are showed respectively in a manner of picture and text or analysis table
User.
In another embodiment, using the comprehensive analysis module 15, can be adjusted by information consultation supplier database 18
With the integrated information of information consultation supplier colony, the integrated information of user group is called by customer data base 17, and to scheme
The mode of text or analysis table shows described information consulting supplier and the user.
When it is implemented, the comprehensive analysis module that information consultation supplier, user are called by the Internet access service device
15, comprehensive analysis module 15 seeks advice from the integrated information of supplier colony by the recalls information of information consultation supplier database 18,
The integrated information of user group is called by customer data base 17, and information consultation is showed in a manner of picture and text or analysis table
Supplier and user, so that user will be seen that the integrated information of information consultation supplier colony and the comprehensive letter of user group
Breath, while information consultation supplier also is understood that the integrated information of information consultation supplier colony and the comprehensive letter of user group
Breath.
As shown in Fig. 2 the embodiments of the invention provide a kind of data analysing method, described data analysing method includes：
S201：Receive the non-structural data of user that are inputted by electronic equipment of user and structured data, and by the use
The non-structural data in family and structured data are stored in customer data base；
S202：The first data call request of the user is received, is asked according to first data call from the use
The historical data of the user is called in user data storehouse, and from environmental factor database transfer environment factor structured data；
S203：Respectively in a manner of picture and text or analysis table to the user show the historical data and the environment because
The structured data of element.
Flow as shown in Figure 2 understands that the present invention is stored by the non-structural data and structured data for inputting user
In customer data base, as historical data.According to the request of user, the historical data in customer data base and exhibition can be called
Show to user, be easy to user to be analyzed and adjusted.
When it is implemented, as shown in figure 3, user data input and memory module 12, which are user 22, provides window A, Yong Huke
To input non-structural data and structured data.Such as the non-structural data planned in advance are inputted, such as：Subfield sets return early stage
Care for, examine, doing disc gage stroke and brief summary etc.；And structured data, such as：Operation kind, early stage are held position, when daily earning rate, only win point
Position, stop loss limit position, policing option (strong more, on the high side, neutral, partially empty, strong sky) etc..User 22 is daily in the form of daily record, reading notes
Non-structural data and structured data are inputted, user data is stored in by number of users by user data input and memory module 12
According to storehouse 17 (S201).
User 22 by user data analysis module 11 to customer data base 23 ask the user 22 historical data, through with
User data analysis module 11 transfers the historical data (S202) of the user 22 by customer data base 17, and with picture and text or analysis chart
The historical data of the user 22 is showed user by the mode of table, the label in the historical data analysis chart such as figure of the user 22
25(S203)。
Further, as shown in figure 4, preserving various indexes in environmental factor database 19, the market ring such as the main force holds position
Border data.The above-mentioned historical data for transferring the user 22 is completed, and by the user's 22 in a manner of picture and text or analysis table
While historical data shows the process of user, user 34 is asked by comprehensive analysis module 15 to environmental factor database 19
Corresponding index, the data such as hold position, after the Data Analysis Services function treatment of comprehensive analysis module 15, obtain environmental factor number
Merge 33 with the historical data analysis chart of the user 34 according to chart and show the user 34.
By said process, user can carry out daily autoanalysis, diagnosis, and contrast_environment factor data chart is judged
Suitable ambient condition and the ambient condition of discomfort.Data foundation is provided further to carry out self adjustment.
In one embodiment, as shown in figure 5, described data analysing method also includes：
S501：The information consultation supplier non-structural time of receive information consulting supplier's input and structured data, and will
The non-structural data of described information consulting supplier and structured data are stored in information consultation supplier's database；
S502：The second data call request of described information consulting supplier is received, please according to second data call
Ask to seek advice from the historical data of supplier from described information consulting supplier's data base call described information and receive described information and consult
Ask the historical data of the user of supplier's consulting；
S503：In a manner of picture and text or analysis table described information consulting supplier is shown to described information consulting supplier
Historical data and the user historical data.
Knowable to flow as shown in Figure 5, the non-structural data of itself of the invention by the way that information consultation supplier is inputted
And structured data is stored in customer data base, as historical data.Information consultation supplier can be non-structural with review history
Data and the analysis table that is formed by structural data etc., carry out responding class of subscriber distribution, user satisfaction and receive journey
Degree, assist analysis, the adjustment of the Adjustment effect of user etc..
When it is implemented, as shown in fig. 6, information consultation supplier data input and memory module 13 provide for information consultation
Person 41 provides window B, inputs the non-structural data and structured data of information consultation supplier.Input is planned non-structural in advance
Data, such as：Subfield sets fundamental analysis, does disk suggestion, strategy instruction etc.；And structured data, such as：It is recommended that kind, suggestion storehouse
Position, expected yield, only stop loss limit position, a win point position, same day policing option etc..Information consultation supplier 41 is with daily record, reading notes
The form common input non-structural data and structured data of its own, pass through information consultation supplier data input and storage mould
Block 13 is by information consultation supplier data storage in information consultation supplier database 18 (S501).
The reference content 46 that information consultation supplier 41 provides to user or user group 45 is directed into information consultation and provided
Person's data input and memory module 13, by information consultation supplier data input and memory module 13 by reference content information and
Corresponding user or user group's information are stored in information consultation supplier database 19 (S501).
Information consultation supplier 41 is by information consultation supplier data analysis module 14 to information consultation supplier's data
The historical data of the solicited message consulting supplier 41 of storehouse 18, passes through information consultation through information consultation supplier data analysis module 14
Supplier's database 18 transfers the historical data (S502) of information consultation supplier 41, and in a manner of picture and text or analysis table
After the Data Analysis Services function treatment process for showing information consultation supplier 41, going through for information consultation supplier 41 is obtained
History data analysis chart 47 shows information consultation supplier 41 (S503).
By Fig. 6 said process, information consultation supplier can carry out daily autoanalysis, parse in counseling services
Hold, adjust deviation, data foundation is provided to further provide for appropriate, fine counseling services.
In one embodiment, as shown in fig. 7, described data analysing method also includes：
S701：The 3rd data call request of described information consulting supplier is received, please according to the 3rd data call
Seek the historical data that the user group for receiving information consultation supplier consulting is called from the customer data base；
S702：In a manner of picture and text or analysis table going through for the user group is shown to the information consultation supplier
History data.
When it is implemented, as shown in figure 8, information consultation supplier 53 by user data analysis module 11 to user data
After the process of the historical data of the request call user of storehouse 17, the historical data (S701) of its counsel user is obtained；Through number of users
After the Data Analysis Services process for showing information consultation supplier in a manner of picture and text or analysis table according to analysis module 11, obtain
Historical data analysis chart 54 to counsel user shows information consultation supplier 53 (S702).
Information consultation supplier can further diagnose the advantage and weakness of its user by this process, and it is adapted to
Environmental factor.The effect of its counseling services is assessed, to provide differentiation, personalized counseling services provide data and supported.
Information consultation supplier 53 receives its official communication by Users'Data Analysis module 11 to the request call of customer data base 17
After the historical data process of the user group of inquiry, the historical data for the user group for receiving its consulting is obtained, through user data point
Analysis module 11 after the Data Analysis Services process of the historical data of showing user group body, is obtained in a manner of picture and text or analysis table
The comprehensive data analysis chart 55 of its counsel user colony shows information consultation supplier 53.
The characteristics of information consultation supplier can further analyze its user group by this process, and its advantage are most suitable
The specific user colony answered.
By said process, information consultation supplier can carry out daily autoanalysis, parsing counseling services and user
Suitability, data foundation is provided to further provide for appropriate, appropriate user counseling services.
In one embodiment, as shown in figure 9, described data analysing method also includes：
S901：The 4th data call request of the user is received, is asked according to the 4th data call from the letter
The consulting behavioural information of breath consulting supplier data base call information consultation supplier colony；
S902：The consulting of described information consulting supplier colony is shown to the user in a manner of picture and text or analysis table
Behavioural information.
Data analysing method shown in Fig. 9 is when it is implemented, as shown in Figure 10, user 63 passes through information consultation supplier's number
The consulting behavioural information of supplier colony is seeked advice to the solicited message of information consultation supplier database 18 according to analysis module 14
(S901) integrated data of information consultation supplier colony, is obtained；Through information consultation supplier data analysis module 14 with picture and text
Or after the mode of analysis table shows the consulting behavioural information of described information consulting supplier colony to the user, obtain information
The comprehensive data analysis chart 63 of consulting supplier shows user 63 (S902).
By said process, user is good at classification, user's satisfaction by comprehensive data understanding information consultation supplier's
Degree and acceptance level, the Adjustment effect for aiding in user and environmental factor the most freely, environmental factor the most uncomfortable etc., choosing
The combination of information consultation supplier or information consultation supplier are selected, obtains effective counseling services.
As shown in figure 11, in one embodiment, described data analysing method also includes：
S1101：The 5th data call request of the user and described information consulting supplier are received, according to the described 5th
Data call request is from the integrated information of described information consulting supplier data base call information consultation supplier colony, and from institute
State the integrated information that customer data base calls user group；
S1102：In a manner of picture and text or analysis table the letter is shown to the user and described information consulting supplier
The integrated information of breath consulting supplier colony and the integrated information of the user group.
Data analysing method shown in Figure 11 is when it is implemented, as shown in figure 12, user or information consultation supplier 74 are logical
Cross comprehensive analysis module 15 and seek advice from supplier colony to information consultation supplier database 18, the solicited message of customer data base 17
Integrated information and the integrated information of user group (S1101), through comprehensive analysis module 15 in a manner of picture and text or analysis table to
After user and information consultation supplier show the integrated information of information consultation supplier colony and the integrated information of user group, obtain
The comprehensive data analysis chart 75 common to information consultation supplier and user shows user or information consultation supplier 74
(S1102)。
Pass through the process shown in Figure 12, it will be appreciated that different information consultation supplier colony, different user groups should
To the group behavior under Vehicles Collected from Market environment, advisory opinion is provided for information consultation supplier, user tackles Vehicles Collected from Market environment
The group behavior data target on basis is provided.
The data analysis system of the present invention, method may apply to multiple fields, such as futures, security, health consultation etc.
Multiple fields, it is following that the specific performance of the present invention is illustrated by taking stock price index futures as an example, but it is not limited to stock price index futures.
Example 1
As shown in figure 3, user is in log system common input " working as daily earning rate " data.As shown in figure 4, pass through number of users
User's history data analysis chart 33 is obtained according to analysis module 11, its content is as shown in figure 13.By the way that the user in Figure 13 is received
Beneficial rate changes the Hu-Shen 300 index trend graph in chart comparison diagram 8, and user may determine that feature itself：Bull market earning rate
It is out of condition；Bearish market and to check and regulate market earning rate all right.
As shown in Figure 10, the user is obtained many information consultations and carried by information consultation supplier data analysis module 14
Donor integrated information chart 63, understands the market environment that they are good at, and the information consultation supplier of bear market is good in selection.
For information consultation supplier by during shown in Fig. 8, obtaining the user's history data analysis chart 54, understanding should
The These characteristics of user.By the process shown in Fig. 6, during Hu-Shen 300 index up-trend, provide user consulting and build
View 46：Stop operation or light storehouse operates；During Hu-Shen 300 index downward tendency, provide the user and seek advice from and suggest 46：Weight storehouse
Operation.
Example 2
As shown in fig. 6, information consultation supplier is in log system common input " expected yield " data, it is daily to user
Reference content be also introduced into information consultation supplier database 18.Obtained by information consultation supplier data analysis module 14
Information consultation supplier's historical data analysis chart 47, its content is as shown in figure 14.By the way that the expected yield in Figure 14 is become
The two-way preferable earning rate of strategy in dynamic comparison diagram 14, information consultation supplier may determine that feature itself：Bull market is expected
It is recommended that work well；Bearish market is expected to suggest that effect is general with market are checked and regulated.
Understand according to the abovementioned embodiments of the present invention：
By the invention it is possible to establish user data and user data analyzed, user can with daily record, reading notes or its
The modes such as his form subjective description its plan, review, self-criticism, brief summary charge to its non-structural data.Remembered in the form of filling in a form, selecting etc.
Enter the structural data of its behavior expression etc..Using data analysing method provided by the invention, user can be with the non-knot of review history
Structure data and the analysis table that is formed by structural data etc., carry out autoanalysis, self-criticism, adjustment.
By the invention it is possible to establish information consultation supplier data and information consultation supplier's data are analyzed,
Information consultation supplier is to comment on, comment on, individual advisory opinion etc. charges to its non-structural data.Remembered in the form of filling in a form, selecting etc.
Enter the structural data of its behavior recommendation, user's evaluation etc..Using method provided by the invention, information consultation supplier can return
The non-structural data of history and the analysis table formed by structural data etc. are cared for, can carry out responding class of subscriber distribution, use
Analysis, the adjustment of the effect that family satisfaction and acceptance level, assistance user adjust etc..
Pass through data analysing method provided by the invention, it will be appreciated that information consultation supplier's is good at classification, Yong Human
Meaning degree and acceptance level, the Adjustment effect for aiding in user and environmental factor the most freely, environmental factor the most uncomfortable etc.,
The combination of information consultation supplier or information consultation supplier are selected, obtains effective counseling services.
Pass through data analysing method provided by the invention, it will be appreciated that user's is good at classification, understandability, mathematics energy
Power, visionary, perception velocities, inferential capability and environmental factor the most freely, environmental factor the most uncomfortable etc., for
Specific user or specific user colony, there is provided more targetedly effective counseling services.
Pass through data analysing method provided by the invention, it will be appreciated that different information consultation supplier colony, different
User group tackles the group behavior of current environment factor, and advisory opinion, user's reply are provided currently for information consultation supplier
Environmental factor provides the group behavior data target on basis.
As shown in figure 15, the embodiment of the present invention also provides a kind of data analysis set-up, and described data analysis set-up includes：
User data memory cell 1501, the first data analysis unit 1502 and the first data display unit 1503.
User data memory cell 1501 be used to receiving non-structural data of user that user is inputted by electronic equipment and
Structured data, and the non-structural data of the user and structured data are stored in customer data base.
First data analysis unit 1502 is used for the first data call request for receiving the user, according to the described first number
The historical data of the user, and the transfer environment from environmental factor database are called from the customer data base according to call request
The structured data of factor；
First data display unit 1503 is used for respectively in a manner of picture and text or analysis table to described in user displaying
The structured data of historical data and the environmental factor.
In one embodiment, as shown in figure 16, described data analysis set-up also includes：Consultant's data storage cell
1601, the second data analysis unit 1602 and the second data display unit 1603.
Consultant's data storage cell 1601 is used for the non-knot of information consultation supplier of receive information consulting supplier's input
Structure time and structured data, and the non-structural data of described information consulting supplier and structured data are stored in information consultation and carried
In donor database；
Second data analysis unit 1602 is used for the second data call request for receiving described information consulting supplier, according to
History number of the second data call request from described information consulting supplier's data base call described information consulting supplier
According to and receive described information consulting supplier consulting user historical data；
Second data display unit 1603 is used to seek advice from supplier's exhibition to described information in a manner of picture and text or analysis table
Show the historical data of described information consulting supplier and the historical data of the user.
In one embodiment, as shown in figure 17, described data analysis set-up also includes：3rd data analysis unit 1701
And the 3rd data display unit 1702.
3rd data analysis unit 1701 is used for the 3rd data call request for receiving described information consulting supplier, according to
The 3rd data call request is called from the customer data base receives the user group's that information consultation supplier seeks advice from
Historical data；
3rd data display unit 1702 is used in a manner of picture and text or analysis table to the information consultation supplier
Show the historical data of the user group.
In one embodiment, as shown in figure 18, described data analysis set-up also includes：4th data analysis unit 1801
And the 4th data display unit 1802.
4th data analysis unit 1801 is used for the 4th data call request for receiving the user, according to the described 4th number
Consulting behavioural information according to call request from described information consulting supplier data base call information consultation supplier colony；
4th data display unit 1802 is used to show described information to the user in a manner of picture and text or analysis table
Seek advice from the consulting behavioural information of supplier colony.
In one embodiment, as shown in figure 19, described data analysis set-up also includes：5th data analysis unit 1090
And the 5th data display unit 1902.
5th data analysis unit, the 5th data call for receiving the user and described information consulting supplier please
Ask, supplier data base call information consultation supplier colony is seeked advice from from described information according to the 5th data call request
Integrated information, and from the customer data base call user group integrated information；
5th data display unit, for being carried in a manner of picture and text or analysis table to the user and described information consulting
The integrated information of donor displaying described information consulting supplier colony and the integrated information of the user group.
By the data analysis set-up of the embodiment of the present invention, user data can be established and user data is analyzed,
Information consultation supplier data can be established and information consultation supplier's data are analyzed, specific implementation process refers to
As shown in Fig. 2-Figure 14, repeat no more.
By the present invention, user can be with the non-structural data of review history and the analysis table formed by structural data
Deng progress autoanalysis and adjustment.Information consultation supplier can be with the non-structural data of review history and by structural data shape
Into analysis table etc., carry out responding class of subscriber distribution, user satisfaction and acceptance level, assist Adjustment effect of user etc.
Analysis, adjustment.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or computer program
Product.Therefore, the present invention can use the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware
Apply the form of example.Moreover, the present invention can use the computer for wherein including computer usable program code in one or more
The computer program production that usable storage medium is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The present invention is the flow with reference to method according to embodiments of the present invention, equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram
Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided
The processors of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real
The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which produces, to be included referring to
Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or
The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted
Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, so as in computer or
The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in individual square frame or multiple square frames.
Apply specific embodiment in the present invention to be set forth the principle and embodiment of the present invention, above example
Explanation be only intended to help understand the present invention method and its core concept；Meanwhile for those of ordinary skill in the art,
According to the thought of the present invention, there will be changes in specific embodiments and applications, in summary, in this specification
Appearance should not be construed as limiting the invention.
Claims (9)
1. a kind of data analysis system, it is characterised in that described data analysis system includes：Database Systems, server and
Multiple electronic equipments；
Described Database Systems include：
Customer data base, for storing the non-structural data and structured data of user；
Information consultation supplier's database, non-structural data and structured data for storage information consulting supplier；
Environmental factor database, the structured data for storage environment factor；
Described server includes：
User data input and memory module, for inputting the non-structural data and structured data of the user, and by the use
The non-structural data and structured data at family are stored in described customer data base；
Information consultation supplier data input and memory module, for inputting the non-structural data and structure of information consultation supplier
Data, and the non-structural data of described information consulting supplier and structured data are stored in described information consultation supplier's number
According in storehouse；
Users'Data Analysis module, for calling the historical data of the user by the customer data base, and respectively with picture and text
Or the mode of analysis table shows the user and described information to seek advice from supplier；Connect for being called by the customer data base
By the historical data of the user group of its consulting, and described information consulting is showed to carry in a manner of picture and text or analysis table respectively
Donor；
Information consultation supplier's data analysis module, for passing through the information consultation of described information consulting supplier's data base call
The historical data of supplier, and information consultation supplier is showed in a manner of picture and text or analysis table；For by described
The consulting behavioural information of information consultation supplier data base call information consultation supplier colony, and with picture and text or analysis table
Mode shows the user；
Comprehensive analysis module, for the structured data by environmental factor data base call environmental factor, and respectively with picture and text or
The mode of analysis table shows the user；Pass through information consultation supplier data base call information consultation supplier colony
Integrated information, the integrated information of user group is called by customer data base, and is showed in a manner of picture and text or analysis table
Described information seeks advice from supplier and the user；
The electronic equipment is connected by internet with the server.
2. a kind of data analysing method, it is characterised in that described data analysing method includes：
Receive the non-structural data of user that are inputted by electronic equipment of user and structured data, and by the non-structural number of the user
According to this and structured data is stored in customer data base；
The first data call request of the user is received, is adjusted according to first data call request from the customer data base
With the historical data of the user, and from environmental factor database transfer environment factor structured data；
Show the structure of the historical data and the environmental factor to the user in a manner of picture and text or analysis table respectively
Data；
Described data analysing method also includes：
The non-structural data of information consultation supplier and structured data of receive information consulting supplier's input, and by described information
The non-structural data of consulting supplier and structured data are stored in information consultation supplier's database；
The second data call request of described information consulting supplier is received, is asked according to second data call from the letter
Breath consulting supplier's data base call described information seeks advice from the historical data of supplier and receives described information consulting supplier and consults
The historical data of the user of inquiry；
The history number of described information consulting supplier is shown to described information consulting supplier in a manner of picture and text or analysis table
According to and the user historical data.
3. data analysing method according to claim 2, it is characterised in that described data analysing method also includes：
The 3rd data call request of described information consulting supplier is received, is asked according to the 3rd data call from the use
Call the historical data for the user group for receiving information consultation supplier consulting in user data storehouse；
The historical data of the user group is shown to the information consultation supplier in a manner of picture and text or analysis table.
4. data analysing method according to claim 2, it is characterised in that described data analysing method also includes：
The 4th data call request of the user is received, is seeked advice from and provided from described information according to the 4th data call request
The consulting behavioural information of person data base call information consultation supplier colony；
The consulting behavioural information of described information consulting supplier colony is shown to the user in a manner of picture and text or analysis table.
5. data analysing method according to claim 2, it is characterised in that described data analysing method also includes：
The 5th data call request of the user and described information consulting supplier are received, please according to the 5th data call
Seek the integrated information from described information consulting supplier data base call information consultation supplier colony, and from the user data
Call the integrated information of user group in storehouse；
Show that described information consulting provides to the user and described information consulting supplier in a manner of picture and text or analysis table
The integrated information of person colony and the integrated information of the user group.
6. a kind of data analysis set-up, it is characterised in that described data analysis set-up includes：
User data memory cell, the non-structural data of user and structure number inputted for receiving user by electronic equipment
According to, and the non-structural data of the user and structured data are stored in customer data base；
First data analysis unit, the first data call for receiving the user is asked, according to first data call
Ask the historical data from the customer data base calling user, and the transfer environment factor from environmental factor database
Structured data；
First data display unit, for showing the historical data to the user in a manner of picture and text or analysis table respectively
And the structured data of the environmental factor；
Described data analysis set-up also includes：
Consultant's data storage cell, for receive information consulting supplier input the information consultation supplier non-structural time and
Structured data, and the non-structural data of described information consulting supplier and structured data are stored in information consultation supplier's data
In storehouse；
Second data analysis unit, for receiving the second data call request of described information consulting supplier, according to described the
Two data calls request is seeked advice from the historical data of supplier from described information consulting supplier's data base call described information and connect
By the historical data of the user of described information consulting supplier's consulting；
Second data display unit, for showing the letter to described information consulting supplier in a manner of picture and text or analysis table
The historical data of breath consulting supplier and the historical data of the user.
7. data analysis set-up according to claim 6, it is characterised in that described data analysis set-up also includes：
3rd data analysis unit, for receiving the 3rd data call request of described information consulting supplier, according to described the
The history number for the user group for receiving information consultation supplier consulting is called in three data calls request from the customer data base
According to；
3rd data display unit, in a manner of picture and text or analysis table to the information consultation supplier displaying described in
The historical data of user group.
8. data analysis set-up according to claim 7, it is characterised in that described data analysis set-up also includes：
4th data analysis unit, the 4th data call for receiving the user is asked, according to the 4th data call
Ask the consulting behavioural information from described information consulting supplier data base call information consultation supplier colony；
4th data display unit, for showing that described information consulting provides to the user in a manner of picture and text or analysis table
The consulting behavioural information of person colony.
9. data analysis set-up according to claim 8, it is characterised in that described data analysis set-up also includes：
5th data analysis unit, for receiving the 5th data call request of the user and described information consulting supplier,
The comprehensive of supplier data base call information consultation supplier colony is seeked advice from from described information according to the 5th data call request
Information is closed, and the integrated information of user group is called from the customer data base；
5th data display unit, for seeking advice from supplier to the user and described information in a manner of picture and text or analysis table
Show the integrated information of described information consulting supplier colony and the integrated information of the user group.
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| CN105976188A (en) * | 2016-05-05 | 2016-09-28 | 北京思特奇信息技术股份有限公司 | Multi-channel client information processing system and processing method |
| CN107515954A (en) * | 2017-09-30 | 2017-12-26 | 广东美的制冷设备有限公司 | Generation method, big data system and the storage medium of housed device report |
| CN110245174A (en) * | 2019-06-13 | 2019-09-17 | 浙江华坤道威数据科技有限公司 | A kind of enterprise customization DMP system and its application method |
| CN112347161A (en) * | 2020-11-18 | 2021-02-09 | 未来电视有限公司 | Data analysis processing method, device, equipment and storage medium |
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| CN102081617A (en) * | 2009-11-26 | 2011-06-01 | 英业达股份有限公司 | Online consultation method and system |
| CN102630322A (en) * | 2009-09-18 | 2012-08-08 | 宋永璿 | Career-counseling system and method |
| CN103208092A (en) * | 2013-05-03 | 2013-07-17 | 闻静波 | Internet-based system for providing consulting information |
| CN103778337A (en) * | 2014-01-23 | 2014-05-07 | 四川大学华西医院 | Symptom/behavior recording and analyzing method and device |
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| US7653558B2 (en) * | 2007-10-01 | 2010-01-26 | American Well Inc. | Consolidation of consumer interactions within a medical brokerage system |
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| CN102630322A (en) * | 2009-09-18 | 2012-08-08 | 宋永璿 | Career-counseling system and method |
| CN102081617A (en) * | 2009-11-26 | 2011-06-01 | 英业达股份有限公司 | Online consultation method and system |
| CN103208092A (en) * | 2013-05-03 | 2013-07-17 | 闻静波 | Internet-based system for providing consulting information |
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