CN107316156A - Data processing method, device, server and storage medium - Google Patents
Data processing method, device, server and storage medium Download PDFInfo
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Abstract
The embodiment of the invention discloses a data processing method, a data processing device, a server and a storage medium. Wherein the method comprises the following steps: publishing data to be processed on a task publishing interface; receiving user marking information of the data to be processed, wherein the user marking information is associated with a user identifier; analyzing the user marking information, and if the user marking information is analyzed and determined to be compliance information, increasing a grade value for the user identifier according to a first rule; if the user marking information is analyzed and determined to be abnormal information, a grade value is reduced for the user identification according to a second rule, and a grade setting mechanism can be provided to accurately measure the quality of the user processing data.
Description
Technical field
The present invention relates to field of computer technology, and in particular to a kind of data processing method, device, server and storage are situated between
Matter.
Background technology
With continuing to develop for intelligent terminal, terminal can install the application of each various kinds to realize diversified function,
For example, mass-rent application can provide the user one for company or mechanism complete online some tasks (e.g., check website photo or
Add label etc. for article) platform, generally handle the task amount of task to weigh the matter that the user handles task by user
Amount, practice have shown that, the accuracy of the measurement mechanism of task based access control amount is relatively low, e.g., and the task amount that some users complete is more, still
The mistake that user processing individual task occurs is relatively more.
The content of the invention
The embodiment of the present invention provides a kind of data processing method, device, server and storage medium, how exactly to solve
The problem of weighing the mark processing quality of user.
First aspect of the embodiment of the present invention provides a kind of data processing method, including：
Pending data is issued on task issue interface；
The user annotation information to the pending data is received, the user annotation information is associated with user's mark；
The user annotation information is analyzed, if the user annotation information is analyzed to be defined as compliance information,
It is user's mark increase level value then according to the first rule；
It is user's mark if the user annotation information is analyzed to be defined as abnormal information, according to Second Rule
Know and reduce level value.
Optionally, the standard markup information of the pending data is obtained；By the user annotation information and the standard
Markup information is compared；It is more than or equal to first in the matching degree of the user annotation information and the standard markup information pre-
If during threshold value, the user annotation information is defined as into compliance information, conversely, the user annotation information is defined as into abnormal letter
Breath.
Optionally, the pending data be the first data type when, from default database search described in treat from
Manage the standard markup information of data；When the pending data is the second data type, obtain that multiple terminals report to institute
State pending data and be labeled obtained markup information, the mark of the pending data is determined according to the markup information got
Quasi- markup information.
Optionally, if the user annotation information is analyzed to be defined as compliance information, the pending data is determined
Data type；If it is determined that the pending data is the first data type, then according to first indicated in first rule
Numerical value is user mark increase level value；If it is determined that the pending data is the second data type, then according to institute
It is user mark increase level value, the second value and the described first number to state the second value indicated in the first rule
Value is differed.
Optionally, if the user annotation information is analyzed to be defined as abnormal information, the pending data is determined
Data type；If it is determined that the pending data is the first data type, then according to the 3rd indicated in the Second Rule
Numerical value, is that user's mark reduces level value；If it is determined that the pending data is the second data type, then according to institute
The 4th numerical value indicated in Second Rule is stated, is that user's mark reduces level value, the 4th numerical value and the described 3rd
Numerical value is differed.
Optionally, when the present level numerical value that the user identifies is located in the range of default value, according to three sigma rule
Increase the level value of user's mark.
Optionally, if the user annotation information is analyzed to be defined as compliance information, user's mark is judged
Whether present level numerical value is more than the second predetermined threshold value；If so, the 5th numerical value then indicated according to the described first rule, is described
User's mark increase level value, conversely, the 6th numerical value then indicated according to the described first rule, is user's mark increase
Level value；If the user annotation information is analyzed to be defined as abnormal information, the current etc. of user's mark is judged
Whether value of series is more than second predetermined threshold value；If so, the 7th numerical value then indicated according to the Second Rule, is the use
Family mark reduces level value, conversely, the 8th numerical value then indicated according to the Second Rule, is described user's mark reduction etc.
Value of series.
Accordingly, second aspect of the embodiment of the present invention also provides a kind of data processing equipment, including：
Release module, for issuing pending data on task issue interface.
Optionally, the analysis module, the standard markup information specifically for obtaining the pending data；Used described
Family markup information is compared with the standard markup information；In the user annotation information and of the standard markup information
When being more than or equal to the first predetermined threshold value with degree, the user annotation information is defined as compliance information, conversely, by the user
Markup information is defined as abnormal information.
Optionally, the analysis module, specifically when the pending data is the first data type, from default data
The standard markup information of the pending data is searched in storehouse；When the pending data is the second data type, obtain many
What individual terminal was reported is labeled obtained markup information to the pending data, and institute is determined according to the markup information got
State the standard markup information of pending data.
Optionally, the management module, if being defined as compliance information specifically for the user annotation information is analyzed,
Determine the data type of the pending data；If it is determined that the pending data is the first data type, then according to described
The first numerical value indicated in first rule is user mark increase level value；If it is determined that the pending data is the
Two data types, then be user mark increase level value according to the second value indicated in first rule, described
Second value is differed with first numerical value.
Optionally, the management module, if being defined as abnormal information specifically for the user annotation information is analyzed,
Determine the data type of the pending data；If it is determined that the pending data is the first data type, then according to described
The third value indicated in Second Rule, is that user's mark reduces level value；If it is determined that the pending data is
Second data type, then be that user's mark reduces level value, institute according to the 4th numerical value indicated in the Second Rule
The 4th numerical value is stated to differ with the third value.
Optionally, the management module, the present level numerical value for being additionally operable to identify in the user is located at default value model
When enclosing interior, increase the level value of user's mark according to three sigma rule.
Optionally, judge module, is defined as compliance information if be analyzed for the user annotation information, judges institute
Whether the present level numerical value for stating user's mark is more than the second predetermined threshold value.
Optionally, the management module, described is greater than specifically for the present level numerical value identified in the user
During two predetermined threshold values, the 5th numerical value indicated according to the described first rule is user's mark increase level value, conversely,
The 6th numerical value then indicated according to the described first rule, is user's mark increase level value.
Optionally, the judge module, if be additionally operable to, the user annotation information is analyzed to be defined as abnormal information,
Judge whether the present level numerical value of user's mark is more than second predetermined threshold value.
Optionally, the management module, described is greater than specifically for the present level numerical value identified in the user
During two predetermined threshold values, the 7th numerical value indicated according to the Second Rule is that user's mark reduces level value, conversely,
The 8th numerical value then indicated according to the Second Rule, is that user's mark reduces level value.
The third aspect of the embodiment of the present invention additionally provides a kind of server, including：Processor, memory, wherein, the place
Reason device is by calling the code in the memory or instructing for the data processing method described in execution first aspect.
Fourth aspect of the embodiment of the present invention additionally provides a kind of computer-readable recording medium, the computer-readable storage medium
Matter is stored with computer program, when the computer program is executed by processor, and computer is performed number as described in relation to the first aspect
According to processing method.
The aspect of the embodiment of the present invention the 5th discloses a kind of computer program product for including instruction, when the instruction is in meter
When being run on calculation machine, make the data processing method of computer execution as described in relation to the first aspect.
In the embodiment of the present invention, it can be analyzed according to the user annotation information to pending data, in user annotation
Information is analyzed when being defined as the higher compliance information of accuracy, and the user annotation information is analyzed that to be defined as accuracy relatively low
Abnormal information when, the level value that different modes identify to user is respectively adopted and handles, each user can be based on
Markup information come to user handle pending data accuracy analyze, with judge whether be for user mark increase or
Level value is reduced, the matter of user's processing data is weighed exactly so as to be based ultimately upon the level value of user's mark
Amount.
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 institute in embodiment
The accompanying drawing needed to use is briefly described, it should be apparent that, drawings in the following description are only some implementations of the present invention
Example, for those of ordinary skill in the art, on the premise of not paying creative work, can also be obtained according to these accompanying drawings
Obtain other accompanying drawings.
Fig. 1 is a kind of schematic flow sheet for data processing method that first embodiment of the invention is provided；
Fig. 2 is a kind of schematic flow sheet for data processing method that second embodiment of the invention is provided；
Fig. 3 is a kind of structural representation for data processing equipment that first embodiment of the invention is provided；
Fig. 4 is a kind of structural representation for data processing equipment that second embodiment of the invention is provided；
Fig. 5 is a kind of structural representation for server that third embodiment of the invention is provided.
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 is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
In the embodiment of the present invention, server (e.g., can be waited to check on task issue interface for mechanism release tasks data
Photo or article to be sorted etc.), terminal user is after task data is received, and the field that can be good at according to individual is to appointing
Business data are handled, and server can be audited to the terminal user received to the result of the task data,
And the level value of the terminal user is updated according to auditing result, such as auditing result meets regulation, can increase for the terminal user
Plus level value；If auditing result not sign convention, level value can be reduced for the terminal user.
Data processing method provided in an embodiment of the present invention, device, server and storage medium are situated between in detail below
Continue.
Fig. 1 is referred to, Fig. 1 is a kind of schematic flow sheet of data processing method provided in an embodiment of the present invention, in this hair
In bright embodiment, this method may comprise steps of.
S101, task issue interface on issue pending data.
In the embodiment of the present invention, server can issue pending data on task issue interface, so that user can be with
The processing data is handled.
It should be noted that the pending data can be test data or actual data, test data can refer to
The data that basic horizontal to user's processing data is tested, actual data can be that company or mechanism are sent out by the task
The task data (e.g., photo to be checked or article to be sorted etc.) of cloth interface issue, in addition, the generally server storage
Multiple users can be that the markup information that actual data is set is compared by the standard markup information of test data, server,
To obtain standard markup information.The actual data or test data can be news data, examination paper data or article works
Data etc..
Wherein, task issue interface can be the interface of some application, can also be web station interface etc..
S102, receive to the user annotation information of the pending data, the user annotation information is associated with user's mark.
In the embodiment of the present invention, server can receive the user annotation information to the pending data, the user annotation
Information is associated with user's mark, so as to update level value according to the user annotation information for user mark.
It should be noted that server is that some user is set to distinguish the user annotation information, it will can mark
Information and user mark progresss are associated, user mark can unique instruction user identity, it can be use that the user, which identifies,
Family logs in the account that task issues interface, and the account can be one or more combinations in numerical value, Chinese text or letter.
It should be noted that the user annotation information can refer to the label that (such as news article) is set for pending data
Information, can also be the markup information that (such as to the correction of article works data) is corrected to pending data, also refer to pair
The markup information checked and (such as examination paper data checked) of the pending data.
S103, the user annotation information is analyzed, to judge whether the user annotation information is compliance information, if
It is then to perform step S104, conversely, performing step S105.
In the embodiment of the present invention, server can be analyzed the user annotation information, to judge that the user annotation is believed
Breath is compliance information or abnormal information, and then judges it is to increase level value as user mark, or is user mark
Reduce level value.
It should be noted that compliance information refers to that the user annotation information meets the regulation for handling the pending data, i.e.,
It can refer to that the user annotation information and the matching degree of the standard markup information of the pending data are more than some threshold value；Abnormal letter
Breath refers to that the user annotation information does not meet the regulation for handling the pending data, you can to refer to the user annotation information with being somebody's turn to do
The matching degree of the standard markup information of pending data is less than some threshold value.
As a kind of optional embodiment, the concrete mode that server performs step S103 can include：This is obtained to wait to locate
The standard markup information of data is managed, the user annotation information is compared with the standard markup information, in user annotation letter
When the matching degree of breath and the standard markup information is more than or equal to the first predetermined threshold value, the user annotation information is defined as to close rule
Information, conversely, the user annotation information is defined as into abnormal information.
In the embodiment of the present invention, server can be by the standard markup information of the pending data and the user annotation information
It is compared, to judge whether the user annotation information is compliance information.I.e. server can obtain the mark of the pending data
Quasi- markup information, the user annotation information is compared with the standard markup information, in the user annotation information and the standard
When the matching degree of markup information is more than or equal to the first predetermined threshold value, the user annotation information is defined as compliance information, at this
When user annotation information and the matching degree of the standard markup information are less than the first predetermined threshold value, the user annotation information is defined as
Abnormal information.
It should be noted that first predetermined threshold value can be configured according to the data type of the pending data, such as
The data type test data, can set a relatively low threshold value, and the data type is actual data, can set one compared with
High threshold value；It can also be set according to the important level of the pending data, such as rank is higher, first predetermined threshold value of setting
Bigger, first predetermined threshold value can also be a fixed value (such as 60%).
As a kind of optional embodiment, the concrete mode of the standard markup information of the above-mentioned acquisition pending data can be with
Including：When the pending data is the first data type, the standard mark of the pending data is searched from default database
Note information；When the pending data is the second data type, what the multiple terminals of acquisition were reported enters rower to the pending data
Obtained markup information is noted, the standard markup information of the pending data is determined according to the markup information got.
In the embodiment of the present invention, the standard markup information of the first data type due to the database purchase in server,
Therefore when the pending data is the first data type, server can search the pending data from default database
Standard markup information.When the pending data is the second data type, server can obtain pair that multiple terminals are reported
The pending data is labeled obtained markup information, and the standard of the pending data is determined according to the markup information got
Markup information, so as to judge whether the user annotation information is to close rule letter according to the standard markup information of the processing data
Breath.
It should be noted that first data type can refer to test data, second data type can be criticized
Formula data.
For example, if the first predetermined threshold value is 60%, the pending data is the first data type, as tests number
According to (such as news data), the standard markup information of the pending data stored in server is current events politics, the external, U.S.,
If the user annotation information is current events politics, external, Britain.Server can mark the user annotation information and the standard
Information is compared, it may be determined that the matching degree of the user annotation information and the standard markup information is 66.7%, due to the use
The matching degree of family markup information and the standard markup information is more than the first predetermined threshold value, thus may determine that the user annotation information
For compliance information, if the markup information of user mark association is amusement information, foreign countries, Germany, it may be determined that the user marks
The matching degree for noting information and the standard markup information is 33.3%, due to the user annotation information and of the standard markup information
It is less than the first predetermined threshold value with degree, therefore the user annotation information can be defined as abnormal information.
As an example it is assumed that first predetermined threshold value is 70%, the pending data is the second data type, is formal
Data (such as literature works data), what server can obtain that multiple terminals report is labeled what is obtained to the pending data
Markup information, wherein, the markup information for having 90% in the markup information acquired includes poem, the Qing Dynasty, the mark for having 10%
Information includes novel, the Ming Dynasty, and server can acquire the standard mark that markup information determines the pending data according to this
Information, the standard markup information can include poem, the Qing Dynasty, can be by if including poem, the Qing Dynasty with the user annotation information
The user annotation information is compared with the standard markup information, and determines the user annotation information and the standard markup information
Matching degree is 100%, because the matching degree of the user annotation information and the standard markup information is more than the second predetermined threshold value, can be with
The user annotation information is defined as compliance information；If including history, the Qing Dynasty with the user annotation information, the user is marked
Note information is compared with the standard markup information, and determines that the user annotation information and the matching degree of the standard markup information are
50%, can be by the user because the matching degree of the user annotation information and the standard markup information is less than the first predetermined threshold value
Markup information is defined as abnormal information.
S104, according to first rule, for the user mark increase level value.
In the embodiment of the present invention, if the user annotation information is analyzed to be defined as compliance information, server can be by
According to the first rule, level value is increased for user mark, so as to encourage user to handle more pending datas.
It is defined as compliance information it should be noted that the user annotation information is analyzed and can refer to the user annotation information
It is more than or equal to preset matching angle value with the matching degree of standard markup information.
It should be noted that the first rule can be set according to matching angle value, it can also be according to pending data type
And matching angle value setting.
As a kind of optional embodiment, the concrete mode that server performs step S104 can include：If the user
Markup information is analyzed to be defined as compliance information, determines the data type of the pending data, if it is determined that the pending data
Then it is user mark increase level value according to the first numerical value indicated in first rule for the first data type, if
It is the second data type to determine the pending data, then is that the user identifies increasing according to the second value indicated in first rule
Plus level value, the second value differs with first numerical value.
For example, if the user annotation information is analyzed to be defined as compliance information, server can be according to database
In whether store the standard markup information of the pending data, to judge in the data type of the pending data, i.e. database
In the presence of the standard markup information of the pending data, it may be determined that the pending data is the first data type, then according to this
The first numerical value (such as 12) indicated in one rule is user mark increase level value, if waiting to locate in the absence of this in database
Manage the standard markup information of data, it may be determined that the pending data is the second data type, then according to the first regular middle finger
The second value (such as 10) shown is user mark increase level value.
In the embodiment of the present invention, if the user annotation information is analyzed when being defined as compliance information, server can root
According to the data type of the pending data, increase level value is set for user mark.If the i.e. user annotation information quilt
Analysis is defined as compliance information, and server can determine the data type of the pending data, if it is determined that the pending data
Then it is user mark increase level value according to the first numerical value indicated in first rule for the first data type, if
It is the second data type to determine the pending data, then is that the user identifies increasing according to the second value indicated in first rule
Plus level value, the second value differs with first numerical value.
It should be noted that the first data type can refer to test data, the second data type can refer to formal number
According to.
It should be noted that the second value is differed with first numerical value, the first numerical value can be more than second value, the
One numerical value can be less than second value, and the present invention is not limited this.
S105, according to Second Rule, reduce level value for user mark.
In the embodiment of the present invention, if the user annotation information is analyzed to be defined as abnormal information, server can be by
According to Second Rule, level value is reduced for user mark, so as to point out user more conscientiously to handle the pending data.
It is defined as abnormal information it should be noted that the user annotation information is analyzed and can refer to the user annotation information
It is less than preset matching angle value with the matching degree of standard markup information.
It should be noted that Second Rule can be set according to matching angle value, it can also be according to pending data type
And matching angle value setting.
As an alternative embodiment, the concrete mode that server performs step S104 can include：If the use
Family markup information is analyzed to be defined as abnormal information, determines the data type of the pending data, if it is determined that the pending number
According to for the first data type, then according to the third value indicated in the Second Rule, level value is reduced for user mark, such as
Fruit determines that the pending data is the second data type, then according to the 4th numerical value indicated in the Second Rule, is marked for the user
Know and reduce level value, the 4th numerical value is differed with the third value.
For example, if the user annotation information is analyzed to be defined as abnormal information, server can determine that this waits to locate
Manage the data type of data, if it is determined that the pending data is the first data type, then according to indicating in the Second Rule
Third value (such as 18), level value is reduced for user mark, if it is determined that the pending data is the second data type, then
According to the 4th numerical value (such as 15) indicated in the Second Rule, level value is reduced for user mark.
In the embodiment of the present invention, if the user annotation information is analyzed when being defined as abnormal information, server can root
According to the data type of the pending data, set for user mark and reduce level value.If the i.e. user annotation information quilt
Analysis is defined as abnormal information, determines the data type of the pending data, if it is determined that the pending data is the first data
Type, then according to the third value indicated in the Second Rule, reduce level value, if it is determined that this waits to locate for user mark
Reason data are the second data type, then according to the 4th numerical value indicated in the Second Rule, and number of degrees is reduced for user mark
Value, the 4th numerical value is differed with the third value.
It should be noted that the third value is differed with the 4th numerical value, third value can be more than the 4th numerical value, the
Three numerical value can be less than the 4th numerical value, and the present invention is not limited this.
It should be noted that the first numerical value be able to can also be differed with third value with identical, second value and the 4th number
Value be able to can also be differed with identical, and the present invention is not limited this.
As a kind of optional embodiment, if the user annotation information is analyzed to be defined as compliance information, judging should
Whether the present level numerical value of user's mark is more than the second predetermined threshold value；If so, the 5th numerical value then indicated according to the first rule,
Increase level value for user mark, conversely, the 6th numerical value then indicated according to the first rule, for user mark increase etc.
Value of series.
For example, if the 3rd predetermined threshold value is 100, it is defined as closing rule letter if the user annotation information is analyzed
Breath, and the present level numerical value (present level numerical value is 120) of user mark is more than the second predetermined threshold value, can be according to first
The 5th numerical value (the 5th numerical value is 6) indicated in rule is user mark increase level value, if the current level value
Then can be user mark increase number of degrees according to the 6th numerical value (the 6th numerical value is 8) indicated in the first rule for 90
Value.
It should be noted that the 5th numerical value can be differed with the 6th, the 5th numerical value can be less than the 6th numerical value.
In the embodiment of the present invention, if the user annotation information is analyzed be defined as compliance information when, server can be with
The present level numerical value identified by the user, the different level value of increase is identified for the user.If specifically, the user
Markup information is analyzed to be defined as compliance information, then server may determine that whether the present level numerical value of user mark is more than
3rd predetermined threshold value；If so, the 5th numerical value then indicated according to the first rule, level value is increased for user mark, conversely,
The 6th numerical value then indicated according to the first rule, for user mark increase level value.
As a kind of optional embodiment, if the user annotation information is analyzed to be defined as abnormal information, judging should
Whether the present level numerical value of user's mark is more than the 3rd predetermined threshold value；If so, the 7th numerical value then indicated according to Second Rule,
Level value is reduced for user mark, conversely, the 8th numerical value then indicated according to the first rule, reduced for user mark etc.
Value of series.
For example, if the 3rd predetermined threshold value is 100, if the user annotation information is analyzed to be defined as abnormal letter
Breath, and the present level numerical value (present level numerical value is 150) of user mark is more than the 3rd predetermined threshold value, can be according to second
The 7th numerical value (the 7th numerical value is 18) indicated in rule is that user mark reduces level value, if the current level value
Then can be that user mark reduces number of degrees according to the 8th numerical value (the 8th numerical value is 15) indicated in Second Rule for 90
Value.
In the embodiment of the present invention, if the user annotation information is analyzed be defined as abnormal information when, server can be with
The present level numerical value identified by the user, identifies for the user and reduces different level values.If specifically, the user
Markup information is analyzed to be defined as abnormal information, then server may determine that whether the present level numerical value of user mark is more than
3rd predetermined threshold value；If so, the 7th numerical value then indicated according to Second Rule, level value is reduced for user mark, conversely,
The 8th numerical value then indicated according to the first rule, reduces level value for user mark, is marked so as to realize according to user
The present level numerical value of knowledge reduces level value.
It should be noted that the 7th numerical value can be differed with the 8th numerical value, the 7th numerical value can be less than the 8th numerical value.
It should be noted that the 5th numerical value be able to can also be differed with the 7th numerical value with identical, the 6th numerical value and the 8th number
Value be able to can also be differed with identical.
It should be noted that the first numerical value can be identical with one of the 5th numerical value, the 6th numerical value, can be with the 5th number
Value, the 6th numerical value are different from, and second value is on the premise of guarantee is different from the first numerical value, and second value can also be with the 5th
One of numerical value, the 6th numerical value are identical, can be different from the 5th numerical value, the 6th numerical value, if such as the first numerical value can be with
Identical with the 5th numerical value, second value can be identical with the 6th numerical value.
Third value can be identical with one of the 7th numerical value, the 8th numerical value, can be with the 7th numerical value, the 8th numerical value all
Differ, the 4th numerical value on the premise of guarantee is different from third value, the 4th numerical value can with the 7th numerical value, the 8th numerical value its
One of it is identical, can be different from the 7th numerical value, the 8th numerical value, for example, third value can be identical with the 7th numerical value,
Four numerical value can be identical with the 8th numerical value, if third value is identical with the 8th numerical value, the 4th numerical value can be identical with the 7th numerical value.
As a kind of optional embodiment, when the present level numerical value that the user identifies is located in the range of default value,
Increase the level value of user mark according to three sigma rule.
For example, the present level numerical value of user mark is -8, and the first number range is that [- 100,0] server can
It is located at the present level numerical value for determining user mark in the range of default value, the numerical value that can be indicated according to three sigma rule
(such as 5) increase the level value of user mark.
In the embodiment of the present invention, server perform step S101 before or perform S101~S105 either steps after,
It can detect whether the present level numerical value of user mark is located in the range of default value, detect working as user mark
When preceding level value is located in the range of default value, server can increase the number of degrees of user mark according to three sigma rule
Value, is located at a lower value with the level value for preventing the user from identifying.
As a kind of optional embodiment, server can set initial grade numerical value for user's mark, such as be the user
The initial grade numerical value that mark is set is 30.
In the embodiment of the present invention, server can be analyzed according to the user annotation information to pending data, if
The user annotation information is analyzed to be defined as the higher compliance information of accuracy, then according to the first rule, identifies and increase for the user
Plus level value, if the user annotation information is analyzed to be defined as the relatively low abnormal information of accuracy, according to Second Rule,
Level value is reduced for user mark, the markup information that pending data can be handled based on user is rational etc. there is provided one kind
Level setting mechanism, to weigh the quality of user's processing data exactly.
Fig. 2 is referred to, Fig. 2 is a kind of schematic flow sheet of data processing method provided in an embodiment of the present invention, in this hair
In bright embodiment, this method may comprise steps of.
S201, task issue interface on issue pending data.
S202, receive to the user annotation information of the pending data, the user annotation information is associated with user's mark.
S203, the pending data include primary sources when, the pending data is searched from default database
Standard markup information.
In the embodiment of the present invention, when the pending data includes primary sources, treated due to storing this in server
First standard markup information of processing data, therefore server can search the mark of the pending data from default database
Quasi- markup information, so as to which the user annotation information is compared with the first standard markup information.
It should be noted that default database can include the standard markup information of the pending data, the database
Other data can also be included.
S204, the user annotation information and the standard markup information is compared, with judge the user annotation information with
Whether the matching degree of the standard markup information is more than or equal to the first predetermined threshold value, if so, then performing step S205, otherwise performs
Step S206.
In the embodiment of the present invention, the user annotation information can be compared by server with the standard markup information,
When the user annotation information and the matching degree of the standard markup information are more than or equal to the first predetermined threshold value, the user annotation is believed
Breath is defined as compliance information, conversely, the user annotation information is defined as into abnormal information, so as to judge according to comparative result
It is to increase level value for user mark, or level value is reduced for user mark.
For example, if, the first predetermined threshold value be 60%, the primary sources be test data (such as news data),
The standard markup information of the pending data stored in server is current events politics, the external, U.S., if the user annotation is believed
Cease for current events politics, external, Britain.The user annotation information can be compared by server with the standard markup information, can
To determine the matching degree of the user annotation information and the standard markup information as 66.7%, due to the user annotation information and the mark
The matching degree of quasi- markup information is more than the first predetermined threshold value, thus may determine that the user annotation information is compliance information, if
The markup information of user mark association is amusement information, foreign countries, Germany, it may be determined that the user annotation information and the standard mark
The matching degree for noting information is 33.3%, because the user annotation information and the matching degree of the standard markup information are default less than first
Threshold value, therefore the user annotation information can be defined as abnormal information.
S205, according to the first numerical value indicated in the first rule be the user mark increase level value.
The embodiment of the present invention, when the user annotation information is defined as compliance information, server can be according to the first rule
First numerical value of middle instruction is user mark increase level value.
S206, according to the third value indicated in Second Rule, reduce level value for user mark.
In the embodiment of the present invention, when the user annotation information is defined as abnormal information, server can be according to the second rule
Then the third value of middle instruction, level value is reduced for user mark.
For example, when the pending data includes primary sources, determined if the user annotation information is analyzed
Then it is user mark increase grade according to the first numerical value (such as the first numerical value is 12) indicated in the first rule for compliance information
Numerical value, if the user annotation information is analyzed to be defined as abnormal information, according to the third value indicated in Second Rule (such as
The third value is 18), level value to be reduced for user mark.
In the embodiment of the present invention, when the pending data is the first data type, server can be from default data
The standard markup information of the pending data is searched in storehouse, judges whether the user annotation information is to close rule according to the standard information
Information, when it is determined that the user annotation information is compliance information, i.e., the accuracy in the user annotation information is higher (is such as higher than
60%) can be user mark increase level value, when it is determined that the user annotation information is abnormal information, i.e., at this when
During accuracy relatively low (as less than 60%) of user annotation information, level value can be reduced for user mark, can be based on use
The markup information of family processing pending data is there is provided a kind of rational grade setting mechanism, to weigh user's processing number exactly
According to quality.
Fig. 3 is referred to, Fig. 3 is a kind of structural representation of data processing equipment provided in an embodiment of the present invention, the data
Processing unit be can apply in data handling system, and the data handling system can be arranged in terminal or server, this
Inventive embodiments are not limited.As shown in figure 3, the data processing equipment can include：
Release module 301, for issuing pending data on task issue interface.
In the embodiment of the present invention, release module 301 can issue pending data on task issue interface, so as to user
The processing data can be handled.
It should be noted that the pending data can be test data or actual data, test data refer to
The data that the level of family processing data is tested, actual data can be that company or mechanism issue interface hair by the task
The task data (e.g., photo to be checked or article to be sorted etc.) of cloth, in addition, generally data processing equipment stores test
Multiple users can be that the markup information that actual data is set is compared by the standard markup information of data, data processing equipment
Compared with to obtain standard markup information.The actual data or test data can be news data, examination paper data or article
Works data etc..
Wherein, task issue interface can be the interface of some application, can also be web station interface etc..
Receiving module 302, for receiving the user annotation information to the pending data, the user annotation information with
User's mark is associated.
Analysis module 303, for analyzing the user annotation information.
In the embodiment of the present invention, analysis module 303 can be analyzed the user annotation information, to judge that the user marks
It is compliance information or abnormal information to note information, and then judges it is to increase level value as user mark, or is the user
Mark reduces level value.
It should be noted that compliance information refers to that the user annotation information meets the regulation for handling the pending data, i.e.,
It can refer to that the user annotation information and the matching degree of the markup information of the pending data are more than some threshold value；Abnormal information is
Refer to the user annotation information and do not meet the regulation for handling the pending data, you can to refer to that the user annotation information is waited to locate with this
The matching degree for managing the markup information of data is less than some threshold value.
Management module 304, compliance information is defined as if be analyzed for the user annotation information, according to the first rule
Then, it is user's mark increase level value；If the user annotation information is analyzed to be defined as abnormal information, according to
Second Rule, is that user's mark reduces level value.
In the embodiment of the present invention, if the user annotation information is analyzed to be defined as compliance information, management module 304 can
So that according to the first rule, level value is increased for user mark, so as to encourage user to handle more pending datas.Such as
Really the user annotation information is analyzed is defined as abnormal information, then management module 304 can be marked according to Second Rule for the user
Know and reduce level value, so as to point out user more conscientiously to handle the pending data.
In the embodiment of the present invention, server can be analyzed according to the user annotation information to pending data, if
The user annotation information is analyzed to be defined as compliance information (i.e. the higher markup information of accuracy), then according to the first rule, is
User mark increase level value, is defined as abnormal information (i.e. accuracy is relatively low if the user annotation information is analyzed
Markup information), then according to Second Rule, level value is reduced for user mark, pending data can be handled based on user
Markup information is there is provided a kind of rational grade setting mechanism, to weigh the quality of user's processing data exactly.
Also referring to Fig. 4, a kind of structural representation for data processing equipment that Fig. 4 provides for second embodiment of the invention
Figure, the data processing equipment can apply in data handling system, and the data handling system can be arranged on terminal or clothes
It is engaged in device, the embodiment of the present invention is not limited.Fig. 4 optimizes on the basis of Fig. 3 to be obtained.Wherein, the data processing equipment
Including release module 301, receiving module 302, analysis module 303, management module 304, judge module 305 wherein, the device bag
Include：
Optionally, the analysis module 303, the standard markup information specifically for obtaining the pending data；By institute
User annotation information is stated to be compared with the standard markup information；In the user annotation information and the standard markup information
Matching degree when being more than or equal to the first predetermined threshold value, the user annotation information is defined as compliance information, conversely, will be described
User annotation information is defined as abnormal information.
Optionally, the analysis module 303, specifically when the pending data is the first data type, from default
The standard markup information of the pending data is searched in database；When the pending data is the second data type, obtain
Take what multiple terminals reported to be labeled obtained markup information to the pending data, it is true according to the markup information got
The standard markup information of the fixed pending data.
Optionally, the management module 304, if being defined as closing rule letter specifically for the user annotation information is analyzed
Breath, determines the data type of the pending data；If it is determined that the pending data is the first data type, then according to institute
It is user mark increase level value to state the first numerical value indicated in the first rule；If it is determined that the pending data is
Second data type, then be user mark increase level value, institute according to the second value indicated in first rule
Second value is stated to differ with first numerical value.
Optionally, the management module 304, if being defined as abnormal letter specifically for the user annotation information is analyzed
Breath, determines the data type of the pending data；If it is determined that the pending data is the first data type, then according to institute
The third value indicated in Second Rule is stated, is that user's mark reduces level value；If it is determined that the pending data
Then it is that user's mark reduces level value according to the 4th numerical value indicated in the Second Rule for the second data type,
4th numerical value is differed with the third value.
Optionally, the management module 304, the present level numerical value for being additionally operable to identify in the user is located at default value
In the range of when, increase the level value of user mark according to three sigma rule.
Optionally, judge module 305, are defined as compliance information if be analyzed for the user annotation information, sentence
Whether the present level numerical value of disconnected user's mark is more than the second predetermined threshold value.
Optionally, the management module 304, is greater than described specifically for the present level numerical value identified in the user
During the second predetermined threshold value, the 5th numerical value indicated according to the described first rule is user's mark increase level value, instead
It, then the 6th numerical value indicated according to the described first rule is user's mark increase level value.
Optionally, the judge module 305, if be additionally operable to, the user annotation information is analyzed to be defined as abnormal letter
Breath, then judge whether the present level numerical value of user's mark is more than second predetermined threshold value.
Optionally, the management module 304, is greater than described specifically for the present level numerical value identified in the user
During the second predetermined threshold value, the 7th numerical value indicated according to the Second Rule is that user's mark reduces level value, instead
It, then the 8th numerical value indicated according to the Second Rule is that user's mark reduces level value.
In the embodiment of the present invention, data processing equipment can be waited to locate according to the data type and user of pending data to this
Manage the disposition of data, or according to user's level value current to the disposition of the pending data and user, to
The level value at family is updated, it is possible to provide a kind of rational grade setting mechanism, to weigh user's processing data exactly
Quality.
Referring to Fig. 5, Fig. 5 is a kind of structural representation for server that third embodiment of the invention is provided, as illustrated,
The server can include：At least one processor 501, such as CPU (Central Processing Unit, center processing
Device), at least one communication interface 503, memory 504, at least one communication bus 502.
Wherein, communication bus 502 is used to realize the connection communication between these components.Wherein, communication interface 503 can be wrapped
Include display screen (Display), keyboard (Keyboard), optional communication interface 503 can also include the wireline interface, wireless of standard
Interface.The markup information of pending data or reception to the pending data can be issued by communication interface 503.
Wherein, memory 504 can be that high-speed RAM memory (deposit at random by Ramdom Access Memory, effumability
Access to memory) or non-labile memory (non-volatile memory), for example, at least one disk storage
Device.Memory 504 optionally can also be at least one storage device for being located remotely from aforementioned processor 501, available for storing
The standard markup information of pending data.
Wherein processor 501 can store at least one set of program generation with reference to the device described by Fig. 3 and 4, in memory 504
Code, and processor 501 calls the program code stored in memory 504, for performing a kind of data processing method, that is, is used for
Perform following operate：
Pending data is issued on task issue interface；
The user annotation information to the pending data is received, the user annotation information is with handling the pending number
According to terminal user user's mark it is associated；
The user annotation information is analyzed, if the user annotation information is analyzed to be defined as compliance information,
It is user's mark increase level value then according to the first rule；
It is user's mark if the user annotation information is analyzed to be defined as abnormal information, according to Second Rule
Know and reduce level value.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
Obtain the standard markup information of the pending data；
The user annotation information is compared with the standard markup information；
When the user annotation information and the matching degree of the standard markup information are more than or equal to the first predetermined threshold value,
The user annotation information is defined as compliance information, conversely, the user annotation information is defined as into abnormal information.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
When the pending data is the first data type, the pending data is searched from default database
Standard markup information；
When the pending data is the second data type, what the multiple terminals of acquisition were reported enters to the pending data
The markup information that rower note is obtained, the standard markup information of the pending data is determined according to the markup information got.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
If the user annotation information is analyzed to be defined as compliance information, the data class of the pending data is determined
Type；
If it is determined that the pending data is the first data type, then according to the first number indicated in first rule
It is worth for user mark increase level value；
If it is determined that the pending data is the second data type, then according to the second number indicated in first rule
Be worth increases level value for user mark, and the second value is differed with first numerical value.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
If the user annotation information is analyzed to be defined as abnormal information, the data class of the pending data is determined
Type；
If it is determined that the pending data is the first data type, then according to the 3rd number indicated in the Second Rule
Value, is that user's mark reduces level value；
If it is determined that the pending data is the second data type, then according to the 4th number indicated in the Second Rule
Value, is that user's mark reduces level value, the 4th numerical value is differed with the third value.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
When the present level numerical value that the user identifies is located in the range of default value, increase described according to three sigma rule
The level value of user's mark.
Optionally, processor 501 calls the program code in memory 504, is additionally operable to perform following operation：
If the user annotation information is analyzed to be defined as compliance information, the present level of user's mark is judged
Whether numerical value is more than the second predetermined threshold value；If so, the 5th numerical value then indicated according to the described first rule, is user's mark
Increase level value, conversely, the 6th numerical value then indicated according to the described first rule, is user's mark increase number of degrees
Value；
If the user annotation information is analyzed to be defined as abnormal information, the present level of user's mark is judged
Whether numerical value is more than second predetermined threshold value；If so, the 7th numerical value then indicated according to the Second Rule, is the user
Mark reduces level value, conversely, the 8th numerical value then indicated according to the Second Rule, is that user's mark reduces grade
Numerical value.
In the embodiment of the present invention, server can be analyzed according to the user annotation information to pending data, if
The user annotation information is analyzed to be defined as compliance information (i.e. the higher markup information of accuracy), then according to the first rule, is
User mark increase level value, is defined as abnormal information (i.e. accuracy is relatively low if the user annotation information is analyzed
Markup information), then according to Second Rule, level value is reduced for user mark, pending data can be handled based on user
Markup information is there is provided a kind of rational grade setting mechanism, to weigh the quality of user's processing data exactly.
The embodiments of the invention provide a kind of computer program product, wherein, the instruction in the computer program product
By computing device when, the data processing method as shown in the application Fig. 1, Fig. 2 embodiment can be performed.
The embodiment of the present invention additionally provides a kind of storage medium, wherein, when the instruction in the storage medium is by terminal
When managing device execution so that the terminal is able to carry out the data processing method as shown in the application Fig. 1, Fig. 2 embodiment.
Wherein, communication bus 502 can be Peripheral Component Interconnect standard (peripheral component
Interconnect, abbreviation PCI) bus or EISA (extended industry standard
Architecture, abbreviation EISA) bus etc..The communication bus 502 can be divided into address bus, data/address bus, control always
Line etc..For ease of representing, only represented in Fig. 5 with a thick line, it is not intended that only one bus or a type of bus.
Wherein, memory 504 can include volatile memory (English：Volatile memory), such as arbitrary access
Memory (English：Random-access memory, abbreviation：RAM)；Memory can also include nonvolatile memory (English
Text：Non-volatile memory), such as flash memory (English：Flash memory), hard disk (English：hard disk
Drive, abbreviation：HDD) or solid state hard disc (English：Solid-state drive, abbreviation：SSD)；Memory 504 can also be wrapped
Include the combination of the memory of mentioned kind.
Wherein, processor 501 can be central processing unit (English：Central processing unit, abbreviation：
CPU), network processing unit (English：Network processor, abbreviation：NP) or CPU and NP combination.
Wherein, processor 501 can further include hardware chip.Above-mentioned hardware chip can be application specific integrated circuit
(English：Application-specific integrated circuit, abbreviation：ASIC), PLD (English：
Programmable logic device, abbreviation：PLD) or its combination.Above-mentioned PLD can be CPLD
(English：Complex programmable logic device, abbreviation：CPLD), field programmable gate array (English：
Field-programmable gate array, abbreviation：FPGA), GAL (English：generic array
Logic, abbreviation：GAL) or its any combination.
Alternatively, the memory 504 is additionally operable to storage program instruction.The processor 501 can call described program
Instruction, realizes the data processing method as shown in the application Fig. 1 and 2 embodiments.
In several embodiments provided herein, it should be understood that disclosed system, apparatus and method can be with
Realize by another way.For example, device embodiment described above is only schematical, for example, the module or
The division of unit, only a kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple units
Or component can combine or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, institute
Display or the coupling each other discussed or direct-coupling or communication connection can be by some interfaces, device or unit
INDIRECT COUPLING or communication connection, can be electrical, machinery or other forms.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in the application each embodiment can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used
When, it can be stored in a computer read/write memory medium.Understood based on such, the technical scheme of the application is substantially
The part contributed in other words to prior art or all or part of the technical scheme can be in the form of software products
Embody, the computer software product is stored in a storage medium, including some instructions are to cause a computer
Equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform the application each
The all or part of step of embodiment methods described.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage
(Read Only Memory；Hereinafter referred to as：ROM), random access memory (Random Access Memory；Hereinafter referred to as：
RAM), magnetic disc or CD etc. are various can be with the medium of store program codes.
It is described above, the only embodiment of the application, but the protection domain of the application is not limited thereto, and it is any
Those familiar with the art can readily occur in change or replacement in the technical scope that the application is disclosed, and should all contain
Cover within the protection domain of the application.Therefore, the protection domain of the application should be based on the protection scope of the described claims.
Claims (10)
1. a kind of data processing method, it is characterised in that including：
Pending data is issued on task issue interface；
The user annotation information of the pending data is received, the user annotation information is associated with user's mark；
The user annotation information is analyzed, if the user annotation information is analyzed to be defined as compliance information, pressed
It is user's mark increase level value according to the first rule；
It is that user's mark subtracts if the user annotation information is analyzed to be defined as abnormal information, according to Second Rule
Few level value.
2. according to the method described in claim 1, it is characterised in that described that the user annotation information is analyzed, including：
Obtain the standard markup information of the pending data；
The user annotation information is compared with the standard markup information；
When the user annotation information and the matching degree of the standard markup information are more than or equal to the first predetermined threshold value, by institute
State user annotation information and be defined as compliance information, conversely, the user annotation information is defined as into abnormal information.
3. method according to claim 2, it is characterised in that the standard mark letter of the acquisition pending data
Breath, including：
When the pending data is the first data type, the standard of the pending data is searched from default database
Markup information；
When the pending data is the second data type, what the multiple terminals of acquisition were reported enters rower to the pending data
Obtained markup information is noted, the standard markup information of the pending data is determined according to the markup information got.
4. according to the method described in claim 1, it is characterised in that be defined as if the user annotation information is analyzed
Compliance information, then be user's mark increase level value according to the first rule, including：
If the user annotation information is analyzed to be defined as compliance information, the data type of the pending data is determined；
If it is determined that the pending data is the first data type, it is according to the first numerical value indicated in first rule then
User's mark increase level value；
If it is determined that the pending data is the second data type, it is according to the second value indicated in first rule then
User's mark increase level value, the second value is differed with first numerical value.
5. according to the method described in claim 1, it is characterised in that be defined as if the user annotation information is analyzed
Abnormal information, then be that user's mark reduces level value according to Second Rule, including：
If the user annotation information is analyzed to be defined as abnormal information, the data type of the pending data is determined；
If it is determined that the pending data is the first data type, then according to the third value indicated in the Second Rule,
Level value is reduced for user mark；
If it is determined that the pending data is the second data type, then according to the 4th numerical value indicated in the Second Rule,
Level value is reduced for user mark, the 4th numerical value is differed with the third value.
6. the method according to claim any one of 1-5, it is characterised in that also include：
When the present level numerical value that the user identifies is located in the range of default value, the user is increased according to three sigma rule
The level value of mark.
7. according to the method described in claim 1, it is characterised in that
It is user's mark according to the first rule if the user annotation information is analyzed to be defined as compliance information
Know increase level value, including：
If the user annotation information is analyzed to be defined as compliance information, the present level numerical value of user's mark is judged
Whether the second predetermined threshold value is more than；
If so, the 5th numerical value then indicated according to the described first rule, is user's mark increase level value, conversely, then
The 6th numerical value indicated according to the described first rule, is user's mark increase level value；
It is user's mark if the user annotation information is analyzed to be defined as abnormal information, according to Second Rule
Know and reduce level value, including：
If the user annotation information is analyzed to be defined as abnormal information, the present level numerical value of user's mark is judged
Whether second predetermined threshold value is more than；
If so, the 7th numerical value then indicated according to the Second Rule, is that user's mark reduces level value, conversely, then
The 8th numerical value indicated according to the Second Rule, is that user's mark reduces level value.
8. a kind of data processing equipment, it is characterised in that including：
Release module, for issuing pending data on task issue interface；
Receiving module, for receiving the user annotation information to the pending data, the user annotation information is marked with user
Sensible association；
Analysis module, for analyzing the user annotation information；
Management module, compliance information is defined as if be analyzed for the user annotation information, is institute according to the first rule
State user's mark increase level value；If the user annotation information is analyzed to be defined as abnormal information, according to the second rule
Then, it is that user's mark reduces level value.
9. a kind of server, it is characterised in that including：Processor, memory and it is stored on the memory and can be described
The instruction of computing device, instruction described in the computing device, to realize the data any one of claim 1 to 7
Processing method.
10. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that described program is processed
When device is performed, to realize the data processing method any one of claim 1 to 7.
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| CN103530282A (en) * | 2013-10-23 | 2014-01-22 | 北京紫冬锐意语音科技有限公司 | Corpus tagging method and equipment |
| US20150154529A1 (en) * | 2013-12-03 | 2015-06-04 | Xerox Corporation | Methods and systems for creating a task |
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| CN110928615B (en) * | 2019-10-22 | 2023-12-01 | 深圳市富途网络科技有限公司 | Order data display method, device, equipment and computer readable medium |
| CN111291013A (en) * | 2020-01-17 | 2020-06-16 | 深圳市商汤科技有限公司 | Behavior data processing method and device, electronic equipment and storage medium |
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