CN110471597A - A kind of data mask method and device, computer readable storage medium - Google Patents
A kind of data mask method and device, computer readable storage medium Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
- G06F3/04842—Selection of displayed objects or displayed text elements
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Abstract
This application discloses a kind of data mask method and devices, computer readable storage medium, which comprises monitors and receive the mouse action of user；Detect whether received mouse action is the operation of predefined label for labelling and current mouse is chosen data are labeled data；If the data that received mouse action is the operation of predefined label for labelling and current mouse is chosen are labeled data, overlapping mark, and the label marked according to mark sequence in the side Layering manifestation of the data are carried out to the data that current mouse is chosen.The application is by, in the label of the side Layering manifestation overlapping mark of labeled data, realizing the overlapping mark of data, and have preferable label display effect according to mark sequence.
Description
Technical field
This application involves but be not limited to natural language processing (Natural Language Processing, NLP) technology
Field more particularly to a kind of data mask method and device, computer readable storage medium.
Background technique
With the research and development of big data and artificial intelligence (Artificial Intelligence, AI), increasingly
More enterprises handles Enterprise Data problem using the relevant technology of NLP.Data are the key that NLP, the types of data in addition to
Comprising being stored in outside the structural data of database, there are also being greatly non-structured data, such as: text class number
According to.Currently, many major companies can provide all kinds of service models such as Entity recognition, relation recognition, to avoid data annotation process
To obtain the value of text class data.These service models are obtained by internet data training mostly, internet data
Distinguishing feature is that word content is abundant and text is from a wealth of sources, still, due to the word habit and writing style of internet data
There are larger differences with enterprise-level text data, for enterprise's application, it is desirable to the value of internet data is obtained, it is just necessary
Establish the NLP model for being suitable for respective field.
And NLP model is established, the only way which must be passed: data mark cannot be avoided.It is being marked by a large amount of data
Afterwards, the data marked have many purposes.Data mark in simple terms, exactly label to data.It is right for NLP
It is very common that entity in data, relationship, which carry out data mark, for example, as shown in Figure 1, in one section of text, the word of appearance
Symbol string " March 25 " can be labeled as date (Date), and character string " Gao Nana " can be labeled as name (Name) etc..
In data annotation process, there may come a time when meeting for same character string, there are many different labels, for example, for word
For symbol string " Gao Nana ", " Gao Nana " is a name as a whole, still, if " Gao Nana " split into:
"high", " Na Na ", at this point, "high" can be labeled as surname, " Na Na " can be marked and be run after fame.Therefore, for same character string " Gao Na
For Na ", a part of "high" as " Gao Nana " can not only be labeled as name, but also can be labeled as surname；" Na Na " conduct
The a part of " Gao Nana " can not only be labeled as name, but also can mark and run after fame.Therefore, in this case, how real research is
The overlapping mark of existing data is it is necessary to and have certain practical significance.
Summary of the invention
In order to solve the above-mentioned technical problem, this application provides a kind of data mask method and device, computer-readable deposit
Storage media can be realized the mark of the overlapping to same data.
In order to solve the above-mentioned technical problem, the technical solution of the embodiment of the present application is achieved in that
The embodiment of the invention provides a kind of data mask methods, comprising:
Monitor and receive the mouse action of user；
Whether detect whether received mouse action is the operation of predefined label for labelling and current mouse is chosen data
For labeled data；
If received mouse action is that the data that predefined label for labelling operates and current mouse is chosen are to have marked
Data then carry out overlapping mark to the data that current mouse is chosen, and according to mark sequence the data side Layering manifestation
The label of mark.
In a kind of exemplary embodiment, the mark marked according to mark sequence in the side Layering manifestation of the data
Label, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, will currently mark
Label be shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or below vertical direction
N-layer position, wherein n is the natural number greater than 1.
In a kind of exemplary embodiment, when showing the label, the different labels uses different highlighted back
Scape color is shown, and the length of the label is identical as the length of the data of the label for labelling.
In a kind of exemplary embodiment, when the data chosen to current mouse carry out overlapping mark, the side
Method further include: using the highlighted background color of the first weight label of the labeled data, be highlighted described marked
Data.
In a kind of exemplary embodiment, when showing the label, each label is shown in a geometric figure
In block, the geometric figure block is polygon mat, round rectangle block or elliptical blocks.
In a kind of exemplary embodiment, when the data chosen to current mouse carry out overlapping mark, the side
Method further include:
Increase the line space of the labeled data display label side of the row, described in being used to show by layer
The label of mark.
The embodiment of the invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage
Have one or more program, one or more of programs can be executed by one or more processor, with realize such as with
The step of upper described in any item data mask methods.
The embodiment of the invention also provides a kind of data annotation equipments, including processor and memory, in which:
The processor is for executing the data marking program stored in memory, to realize as described in any of the above item
The step of data mask method.
The embodiment of the invention also provides a kind of data annotation equipments, including detection module and labeling module, in which:
Detection module detects whether received mouse action is predefined for monitoring and receiving the mouse action of user
Label for labelling operation and the data chosen of current mouse whether be labeled data, when received mouse action is predefined
When the data that label for labelling operation and current mouse are chosen are unlabeled data, the first notice is sent to labeling module；Work as reception
Mouse action be the operation of predefined label for labelling and data that current mouse is chosen be labeled data when, it is logical to send second
Know to labeling module；
Labeling module carries out the first weight to the data that current mouse is chosen for receiving the first notice of detection module
Label for labelling, in the label of the side of data display mark；The second notice for receiving detection module, chooses current mouse
The data label that carries out overlapping mark, and marked according to mark sequence in the side Layering manifestation of the data.
In a kind of exemplary embodiment, the labeling module according to mark sequence the data side Layering manifestation
The label of mark, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, will currently mark
Label be shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or below vertical direction
N-layer position, wherein n is the natural number greater than 1.
The technical solution of the application, has the following beneficial effects:
Data mask method and device, computer readable storage medium provided by the present application, by existing according to mark sequence
The label of the side Layering manifestation overlapping mark of labeled data, realizes the overlapping mark of data, and has preferable label
Bandwagon effect.
Other features and advantage will illustrate in the following description, also, partly become from specification
It obtains it is clear that being understood and implementing the application.Other advantages of the application can be by specification, claims
And scheme described in attached drawing is achieved and obtained.
Detailed description of the invention
Attached drawing is used to provide the understanding to technical scheme, and constitutes part of specification, with the application's
Embodiment is used to explain the technical solution of the application together, does not constitute the limitation to technical scheme.
Fig. 1 is text structure schematic diagram of one of the relevant technologies by label for labelling；
Fig. 2 is a kind of flow diagram of data mask method of the embodiment of the present application；
Fig. 3 is a kind of text structure schematic diagram by label for labelling of the embodiment of the present application；
Fig. 4 is a kind of structural schematic diagram of data annotation equipment of the embodiment of the present application.
Specific embodiment
This application describes multiple embodiments, but the description is exemplary, rather than restrictive, and for this
It is readily apparent that can have more in the range of embodiments described herein includes for the those of ordinary skill in field
More embodiments and implementation.Although many possible feature combinations are shown in the attached drawings, and in a specific embodiment
It is discussed, but many other combinations of disclosed feature are also possible.Unless the feelings specially limited
Other than condition, any feature or element of any embodiment can be with any other features or element knot in any other embodiment
It closes and uses, or any other feature or the element in any other embodiment can be substituted.
The application includes and contemplates the combination with feature known to persons of ordinary skill in the art and element.The application is
It can also combine with any general characteristics or element through disclosed embodiment, feature and element, be defined by the claims with being formed
Unique scheme of the invention.Any feature or element of any embodiment can also be with features or member from other scheme of the invention
Part combination, to form the unique scheme of the invention that another is defined by the claims.It will thus be appreciated that showing in this application
Out and/or any feature of discussion can be realized individually or in any suitable combination.Therefore, in addition to according to appended right
It is required that and its other than the limitation done of equivalent replacement, embodiment is not limited.Furthermore, it is possible in the guarantor of appended claims
It carry out various modifications and changes in shield range.
In addition, method and/or process may be rendered as spy by specification when describing representative embodiment
Fixed step sequence.However, in the degree of this method or process independent of the particular order of step described herein, this method
Or process should not necessarily be limited by the step of particular order.As one of ordinary skill in the art will appreciate, other steps is suitable
Sequence is also possible.Therefore, the particular order of step described in specification is not necessarily to be construed as limitations on claims.This
Outside, the claim for this method and/or process should not necessarily be limited by the step of executing them in the order written, this field skill
Art personnel are it can be readily appreciated that these can sequentially change, and still remain in the spirit and scope of the embodiment of the present application
It is interior.
Natural language processing, be the data such as voice, text are handled, are converted, a major class problem of Extracting Information
General name.Entity, emphasis refers to name Entity recognition (the Named Entity in natural language processing field here
Recognition, NER), but it is not limited to name entity.Relationship, here emphasis refer to entity in natural language processing field with
Relationship between entity.Entity recognition, from input text in extract the entity with certain semantic information, as name, the date,
Place, organization etc..Relation recognition, from the pass extracted in input text between the entity and entity with certain semantic information
System, such as parent and child, employ, hold a post, geographical relationship.Training, refer in machine learning field, machine according to training data with
And loss function updates the process of model parameter.Chinese word segmentation (Chinese Word Segmentation, CWS) refers to
One chinese character sequence is cut into individual word one by one.Participle be exactly by continuous word sequence according to certain specification again
It is combined into the process of word sequence.
One data mask method of embodiment
As shown in Fig. 2, being included the following steps: according to a kind of data mask method of the embodiment of the present application
Step 201: monitoring and receive the mouse action of user；
In a kind of exemplary embodiment, the mouse action of the user include left mouse button click, left mouse button double-click,
Mouse drag and drop, right mouse button click etc. mouse action.
Step 202: detecting the whether predefined label for labelling operation of received mouse action and current mouse is chosen
Whether data are labeled data；
If received mouse action is not predefined label for labelling operation, return step 201；
If received mouse action is that the data that predefined label for labelling operates and current mouse is chosen are to have marked
Data then go to step 203；
If received mouse action is that the data that predefined label for labelling operates and current mouse is chosen are not mark
Data then go to step 204；
In a kind of exemplary embodiment, the predefined label for labelling operation includes: double click or mouse drag and drop
Data, left mouse button are chosen to click selection tag types.
Step 203: overlapping mark being carried out to the data that current mouse is chosen, and according to mark sequence in the side of the data
The label of Layering manifestation mark, return step 201；
It should be noted that overlapping mark described herein is referred to institute in one or more character strings in text
All labels contained are all labeled, and annotation results can be superimposed and can be explicitly shown.For example, it is assumed that going out in one section of text
Existing date information " on October 20th, 2014 ", then " on October 20th, 2014 " integrally can be labeled as the first heavy label: date,
Meanwhile in " on October 20th, 2014 ", " 2014 " can be regarded as the time again, can be " 2014 " marks the therefore
Double label: year similarly can mark the second heavy label: the moon for " October ", be " 20 days " the second heavy labels of mark: day.Due to
It is not overlapped between " 2014 ", " October ", " 20 days ", so the year, month, day label of each mark is second to mark again
Label.
In a kind of exemplary embodiment, the mark marked according to mark sequence in the side Layering manifestation of the data
Label, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, will currently mark
Label be shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or below vertical direction
N-layer position, wherein n is the natural number greater than 1.
Data mask method provided by the present application, can carry out multiple mark to the character string in text, and existing mark
Label mask method can only carry out one to the character string in text and mark again.As shown in figure 3, the character string " Hong-Kong " in text
With triple labels, the first heavy label are as follows: national label is marked to " China ", city label is marked to " Hong Kong "；Second marks again
Label are as follows: birthplace label is integrally marked to " Hong-Kong "；Third weight label are as follows: " Hong-Kong " is integrally marked
BornLocation label.
Data mask method provided by the present application is supported to mark multiple labels to a character string.When a character string is only marked
When one label of note, can by be highlighted or the forms such as underscore display mark label；When a character string needs
When marking multiple labels, on the basis of the label of existing mark, mark text vertical direction on, by different colors,
The label of label (underscore, upper scribing line etc.) hierarchical display mark.
In a kind of exemplary embodiment, when showing the label, the different labels uses different highlighted back
Scape color is shown, and the length of the label is identical as the length of the data of the label for labelling.
In a kind of exemplary embodiment, when the data chosen to current mouse carry out overlapping mark, the side
Method further include: using the highlighted background color of the first weight label of the labeled data, be highlighted described marked
Data.
For example, when carrying out label for labelling to the character string " Hong-Kong " in Fig. 3 text, it is possible, firstly, to by character string
" Hong-Kong " regards an entirety as, carries out first to " Hong-Kong " and marks again, at this point it is possible to for the " Chinese Fragrant in text
Port " and the first weight label add blue highlight display background, and the font color of " Hong-Kong " corresponding first weight label can be with
Using from its color that be highlighted background color contrast different.Then, second is carried out to character string " China " and " Hong Kong "
It marks again, since " China " and " Hong Kong " does not have data overlap, the two belongs to second and marks again, at this point it is possible to be
The second weight label of " China " and " Hong Kong " adds the different backgrounds that is highlighted, such as purple and green respectively, " China " and
The font color of " Hong Kong " corresponding second weight label can use that be highlighted background color contrast from it different respectively
Color.Similarly, third weight or even quadruple can be carried out to character string " China ", character string " Hong Kong " etc. in a similar way
Label for labelling.
In a kind of exemplary embodiment, when showing the label, each label is shown in a geometric figure block,
The geometric figure block can be the graph block of polygon mat, round rectangle block, elliptical blocks or other arbitrary shapes.
As shown in figure 3, each label is displayed in a rectangular block.
During actual label for labelling, the color of the corresponding geometric figure block of each label can be according to bookmark name
Difference and have respective color.By using the mode of the geometric figure block Layering manifestation of different colours, Ke Yi
When multiple label for labelling, the label for labelling information of current labeled data is clearly showed that, and will not make to mark page of text
In a jumble.
In a kind of exemplary embodiment, when the data chosen to current mouse carry out overlapping mark, the side
Method further include:
Increase the line space of the labeled data display label side of the row, described in being used to show by layer
The label of mark.
In front end is shown, other than the label for needing Layering manifestation to mark, it is also necessary to the mark marked according to current text
The tuple of label dynamically adjusts line space, space is saved, to reach best mark bandwagon effect.
Step 204: the first heavy label for labelling being carried out to the data that current mouse is chosen, shows mark in the side of the data
Label, return step 201.
Specifically, first can be carried out to the data that current mouse is chosen by existing label for labelling method herein to mark again
Label mark.
Embodiment two: computer readable storage medium
The embodiment of the present application also provides a kind of computer readable storage medium, the computer-readable recording medium storage
Have one or more program, one or more of programs can be executed by one or more processor, with realize such as with
The step of upper described in any item data mask methods.
Embodiment three: data annotation equipment
The embodiment of the present application also provides a kind of data annotation equipments, including processor and memory, in which: the processing
Device is for executing the program stored in memory, the step of to realize the data mask method as described in any of the above item.
Example IV: data annotation equipment
As shown in figure 4, according to a kind of data annotation equipment of the embodiment of the present application, including detection module 401 and mark mould
Block 402, in which:
Detection module 401 detects whether received mouse action is predetermined for monitoring and receiving the mouse action of user
Whether the label for labelling operation of justice and the data chosen of current mouse are labeled data, when received mouse action is predefined
Label for labelling operation and the data chosen of current mouse when being unlabeled data, send the first notice to labeling module 402；When
The data that received mouse action is the operation of predefined label for labelling and current mouse is chosen be labeled data when, send the
Two notify to labeling module 402；
Labeling module 402 carries out the data that current mouse is chosen for receiving the first notice of detection module 401
First heavy label for labelling, in the label of the side of data display mark；The second notice for receiving detection module 401, to working as
The data that preceding mouse is chosen carry out overlapping mark, and the label marked according to mark sequence in the side Layering manifestation of the data.
In a kind of exemplary embodiment, the predefined label for labelling operation includes: double click or mouse drag and drop
Data, left mouse button are chosen to click selection tag types.
In a kind of exemplary embodiment, the labeling module 402 is layered according to mark sequence in the side of the data
Show the label of mark, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, will currently mark
Label be shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or below vertical direction
N-layer position, wherein n is the natural number greater than 1.
Data annotation equipment provided by the present application, can carry out multiple mark to the character string in text, and existing mark
Label annotation equipment can only carry out one to the character string in text and mark again.As shown in figure 3, the character string " Hong-Kong " in text
With triple labels, the first heavy label are as follows: national label is marked to " China ", city label is marked to " Hong Kong "；Second marks again
Label are as follows: birthplace label is integrally marked to " Hong-Kong "；Third weight label are as follows: " Hong-Kong " is integrally marked
BornLocation label.
Data annotation equipment provided by the present application is supported to mark multiple labels to a character string.When a character string is only marked
When one label of note, can by be highlighted or the forms such as underscore display mark label；When a character string needs
When marking multiple labels, on the basis of the label of existing mark, mark text vertical direction on, by different colors,
The label of label (underscore, upper scribing line etc.) hierarchical display mark.
In a kind of exemplary embodiment, for the labeling module 402 when showing the label, different labels is not using
Same highlighted background color is shown, and the length of the label is identical as the length of the data of the label for labelling.
In a kind of exemplary embodiment, the labeling module 402 carries out overlapping mark in the data chosen to current mouse
When note, using the highlighted background color of the first weight label of the labeled data, it is highlighted the labeled data.
For example, when carrying out label for labelling to the character string " Hong-Kong " in Fig. 3 text, it is possible, firstly, to by character string
" Hong-Kong " regards an entirety as, carries out first to " Hong-Kong " and marks again, at this point it is possible to for the " Chinese Fragrant in text
Port " and the first weight label add blue highlight display background, and the font color of " Hong-Kong " corresponding first weight label can be with
Using from its color that be highlighted background color contrast different.Then, second is carried out to character string " China " and " Hong Kong "
It marks again, since " China " and " Hong Kong " does not have data overlap, the two belongs to second and marks again, at this point it is possible to be
The second weight label of " China " and " Hong Kong " adds the different backgrounds that is highlighted, such as purple and green respectively, " China " and
The font color of " Hong Kong " corresponding second weight label can use that be highlighted background color contrast from it different respectively
Color.Similarly, third weight or even quadruple can be carried out to character string " China ", character string " Hong Kong " etc. in a similar way
Label for labelling.
In a kind of exemplary embodiment, for the labeling module 402 when showing the label, each label is shown in one
In a geometric figure block, the geometric figure block can be polygon mat, round rectangle block, elliptical blocks or other arbitrary shapes
Graph block.
As shown in figure 3, each label is displayed in a rectangular block.
During actual label for labelling, the color of the corresponding geometric figure block of each label can be according to bookmark name
Difference and have respective color.By using the mode of the geometric figure block Layering manifestation of different colours, Ke Yi
When multiple label for labelling, the label for labelling information of current labeled data is clearly showed that, and will not make to mark page of text
In a jumble.
In a kind of exemplary embodiment, when the data chosen to current mouse carry out overlapping mark, the mark mould
Block 402 is also used to: increasing the line space of labeled data display label side of the row, for showing the mark by layer
Label.
In front end is shown, other than the label for needing Layering manifestation to mark, it is also necessary to the mark marked according to current text
The tuple of label dynamically adjusts line space, space is saved, to reach best mark bandwagon effect.
In data annotation process, overlapping mark is a kind of special and common situations of label for labelling.It is provided by the present application
Data mask method and device, computer readable storage medium, by being layered according to mark sequence in the side of labeled data
The label of display overlapping mark, realizes the overlapping mark of data, and has preferable bandwagon effect.
It will appreciated by the skilled person that whole or certain steps, system, dress in method disclosed hereinabove
Functional module/unit in setting may be implemented as software, firmware, hardware and its combination appropriate.In hardware embodiment,
Division between the functional module/unit referred in the above description not necessarily corresponds to the division of physical assemblies；For example, one
Physical assemblies can have multiple functions or a function or step and can be executed by several physical assemblies cooperations.Certain groups
Part or all components may be implemented as by processor, such as the software that digital signal processor or microprocessor execute, or by
It is embodied as hardware, or is implemented as integrated circuit, such as specific integrated circuit.Such software can be distributed in computer-readable
On medium, computer-readable medium may include computer storage medium (or non-transitory medium) and communication media (or temporarily
Property medium).As known to a person of ordinary skill in the art, term computer storage medium is included in for storing information (such as
Computer readable instructions, data structure, program module or other data) any method or technique in the volatibility implemented and non-
Volatibility, removable and nonremovable medium.Computer storage medium include but is not limited to RAM, ROM, EEPROM, flash memory or its
His memory technology, CD-ROM, digital versatile disc (DVD) or other optical disc storages, magnetic holder, tape, disk storage or other
Magnetic memory apparatus or any other medium that can be used for storing desired information and can be accessed by a computer.This
Outside, known to a person of ordinary skill in the art to be, communication media generally comprises computer readable instructions, data structure, program mould
Other data in the modulated data signal of block or such as carrier wave or other transmission mechanisms etc, and may include any information
Delivery media.
Claims (10)
1. a kind of data mask method characterized by comprising
Monitor and receive the mouse action of user；
Detect whether received mouse action is whether the data that predefined label for labelling operates and current mouse is chosen are
Labeled data；
If the data that received mouse action is the operation of predefined label for labelling and current mouse is chosen are labeled data,
Overlapping mark then is carried out to the data that current mouse is chosen, and marked according to mark sequence in the side Layering manifestation of the data
Label.
2. the method according to claim 1, wherein described be layered according to mark sequence in the side of the data shows
The label of indicating note, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, the mark that will currently mark
Label are shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or the n-th layer below vertical direction
Position, wherein n is the natural number greater than 1.
3. according to the method described in claim 2, it is characterized in that, the different labels uses when showing the label
Different highlighted background colors are shown, and the length of the label is identical as the length of the data of the label for labelling.
4. according to the method described in claim 3, it is characterized in that, carrying out overlapping mark in the data chosen to current mouse
When note, the method also includes: using the highlighted background color of the first weight label of the labeled data, it is highlighted
The labeled data.
5. according to the method described in claim 2, it is characterized in that, each label is shown in when showing the label
In one geometric figure block, the geometric figure block is polygon mat, round rectangle block or elliptical blocks.
6. the method according to claim 1, wherein carrying out overlapping mark in the data chosen to current mouse
When note, the method also includes:
The line space for increasing the labeled data display label side of the row, for showing the mark by layer
Label.
7. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage have one or
Multiple programs, one or more of programs can be executed by one or more processor, to realize such as claim 1 to 6
Any one of described in data mask method the step of.
8. a kind of data annotation equipment, which is characterized in that including processor and memory, in which:
The processor is for executing the data marking program stored in memory, to realize such as any one of claims 1 to 6
The step of described data mask method.
9. a kind of data annotation equipment, which is characterized in that including detection module and labeling module, in which:
Detection module detects whether received mouse action is predefined mark for monitoring and receiving the mouse action of user
Whether label labeling operation and the data chosen of current mouse are labeled data, when received mouse action is predefined label
When the data that labeling operation and current mouse are chosen are unlabeled data, the first notice is sent to labeling module；When received mouse
Mark operation be the operation of predefined label for labelling and the data chosen of current mouse be labeled data when, send second and notify extremely
Labeling module；
Labeling module carries out the first heavy label to the data that current mouse is chosen for receiving the first notice of detection module
Mark, in the label of the side of data display mark；Receive the second notice of detection module, the number chosen to current mouse
According to the label for carrying out overlapping mark, and being marked according to mark sequence in the side Layering manifestation of the data.
10. device according to claim 9, which is characterized in that the labeling module according to mark sequence in the data
Side Layering manifestation mark label, comprising:
Which weight label that the label currently marked is the data chosen to the current mouse detected；
If the label currently marked is the n-th heavy label of the data chosen to the current mouse, the mark that will currently mark
Label are shown in the n-th layer position above the vertical direction for the data that the current mouse is chosen or the n-th layer below vertical direction
Position, wherein n is the natural number greater than 1.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910678287.6A CN110471597A (en) | 2019-07-25 | 2019-07-25 | A kind of data mask method and device, computer readable storage medium |
Applications Claiming Priority (1)
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111046190A (en) * | 2019-11-28 | 2020-04-21 | 佰聆数据股份有限公司 | Semantic graph-based big data label conflict detection method and system, storage medium and computer equipment |
| CN111460765A (en) * | 2020-03-30 | 2020-07-28 | 掌阅科技股份有限公司 | Electronic book labeling processing method, electronic equipment and storage medium |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070255551A1 (en) * | 2006-04-26 | 2007-11-01 | Edward Ma | Language reinforcement system |
| CN101375278A (en) * | 2006-01-26 | 2009-02-25 | 微软公司 | Strategies for processing annotations |
| US20130155115A1 (en) * | 2011-12-16 | 2013-06-20 | National Chiao Tung University | Method for visualizing a complicated metro map in a limited displaying area |
| CN106649288A (en) * | 2016-12-12 | 2017-05-10 | 北京百度网讯科技有限公司 | Translation method and device based on artificial intelligence |
| CN107341171A (en) * | 2017-05-03 | 2017-11-10 | 刘洪利 | Extract the method and system of data (gene) feature templates method and application template |
| CN107885737A (en) * | 2017-12-27 | 2018-04-06 | 传神语联网网络科技股份有限公司 | A kind of human-computer interaction interpretation method and system |
| CN109062890A (en) * | 2018-06-27 | 2018-12-21 | 北京明略软件系统有限公司 | A kind of label switching method and apparatus, computer readable storage medium |
| CN109255128A (en) * | 2018-10-11 | 2019-01-22 | 北京小米移动软件有限公司 | Generation method, device and the storage medium of multi-layer label |
-
2019
- 2019-07-25 CN CN201910678287.6A patent/CN110471597A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101375278A (en) * | 2006-01-26 | 2009-02-25 | 微软公司 | Strategies for processing annotations |
| US20070255551A1 (en) * | 2006-04-26 | 2007-11-01 | Edward Ma | Language reinforcement system |
| US20130155115A1 (en) * | 2011-12-16 | 2013-06-20 | National Chiao Tung University | Method for visualizing a complicated metro map in a limited displaying area |
| CN106649288A (en) * | 2016-12-12 | 2017-05-10 | 北京百度网讯科技有限公司 | Translation method and device based on artificial intelligence |
| CN107341171A (en) * | 2017-05-03 | 2017-11-10 | 刘洪利 | Extract the method and system of data (gene) feature templates method and application template |
| CN107885737A (en) * | 2017-12-27 | 2018-04-06 | 传神语联网网络科技股份有限公司 | A kind of human-computer interaction interpretation method and system |
| CN109062890A (en) * | 2018-06-27 | 2018-12-21 | 北京明略软件系统有限公司 | A kind of label switching method and apparatus, computer readable storage medium |
| CN109255128A (en) * | 2018-10-11 | 2019-01-22 | 北京小米移动软件有限公司 | Generation method, device and the storage medium of multi-layer label |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111046190A (en) * | 2019-11-28 | 2020-04-21 | 佰聆数据股份有限公司 | Semantic graph-based big data label conflict detection method and system, storage medium and computer equipment |
| CN111046190B (en) * | 2019-11-28 | 2021-03-26 | 佰聆数据股份有限公司 | Semantic graph-based big data label conflict detection method and system, storage medium and computer equipment |
| CN111460765A (en) * | 2020-03-30 | 2020-07-28 | 掌阅科技股份有限公司 | Electronic book labeling processing method, electronic equipment and storage medium |
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Application publication date: 20191119 |