CN106648397A - Game operation recording and processing method and system for mobile terminal - Google Patents
Game operation recording and processing method and system for mobile terminal Download PDFInfo
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- CN106648397A CN106648397A CN201510735911.3A CN201510735911A CN106648397A CN 106648397 A CN106648397 A CN 106648397A CN 201510735911 A CN201510735911 A CN 201510735911A CN 106648397 A CN106648397 A CN 106648397A
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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]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
- G06F3/0488—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
- G06F3/04883—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures for inputting data by handwriting, e.g. gesture or text
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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
- G06F3/04847—Interaction techniques to control parameter settings, e.g. interaction with sliders or dials
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Abstract
The invention discloses a game operation recording and processing method and system for a mobile terminal. The processing method is used for the mobile terminal with a touch screen and comprises the following steps: 1, recording the game player interface operation, collecting operation data and deriving a script file; 2, processing the script file so as to at least obtain the gesture operation, triggering time and a corresponding screen coordinate at the time of game player interface operation; 3, displaying points corresponding to the screen coordinate which corresponds to the gesture operation in a visual view form. The quantitative game operation recording and processing method for the mobile terminal is provided. The method can well help improve the load and interactive design of the interface gesture operation, has no need to direct at every engine development code and does not increase the burden of data transmission and storage.
Description
Technical field
The present invention relates to the game design technical field of mobile terminal, more particularly to it is a kind of mobile whole
The game operation record processing method at end and system.
Background technology
The mouse of end trip is usually not similar in hand trip, so by soft with screen software or record screen
Part opponent trip carries out there is a problem during user study, and user study personnel cannot obtain player
The situation of click, the click on area of different gestures, number of clicks and displacement etc..And play
Family's click information has contained the behavior pattern compared with horn of plenty, such as can conveniently observe player's maloperation point
Region is hit so as to optimize interaction design etc., and the loss of this information link, cause to give user behaviour
That what is noted down etc. processes the inconvenience that work brings many.Therefore, how to catch player is being carried out
Interface operation data and further analysis, assistant interface design work during game, are to be badly in need of solving
A technical problem.
Intuitively idea is：Go to follow the trail of the operation of player by adding code in game client,
This requires that games support related game engine, needs to increase for different game engines
Plus corresponding code, the operation for following the trail of player's finger can be just gone, and when game starts or need to show
This code function is called when showing click on area, similar being added on when clicking in game shows
Square frame, display dragging etc., such as cocos2d engines can adopt this way.And it is directed to it
The implementation of his engine game, then need to be additionally carried out investigating and design and develop, because different
The engine that uses of game be possible to different, accordingly, it would be desirable to games are in game identification code
Add different codes to follow the trail of player exercises interface data.Additionally, playing in games log record
Family's operation interface interpolation data will necessarily increase data transfer and storage burden, big for customer volume
Mobile phone games product and do not apply to.
The disclosure of background above technology contents be only used for aid in understand the present invention inventive concept and
Technical scheme, it not necessarily belongs to the prior art of present patent application, without clearly card
According to showing the above in the case of the applying date of present patent application is disclosed, above-mentioned background
Technology should not be taken to evaluate the novelty and creativeness of the application.
The content of the invention
It is an object of the invention to a kind of game operation record processing method of mobile terminal is proposed,
To solve needing for the different independent exploitation codes of engine and meeting for above-mentioned prior art presence
Increase the technical problem of data transfer and storage burden.
For this purpose, the present invention proposes a kind of game operation record processing method of mobile terminal, it is used for
Mobile terminal with touch-screen, comprises the steps：
S1, records player interface operation, collects peration data and derives script file；
S2, is processed the script file, at least to obtain when player interface is operated
Gesture operation, triggering moment and corresponding screen coordinate；
S3, by the corresponding point of the corresponding screen coordinate of the gesture operation with visual view shape
Formula is presented.
According to embodiment, the method for the present invention can also adopt following technical characteristic：
The gesture operation includes touchDown, touchMove and touchUp.
When the player interface for carrying out step S1 is operated and recorded, fixed seat is also pre-set
Mark system, to avoid occurring coordinate correspondence problem during subsequent analysis.
The fixed coordinates system is：Record portrait layout play when HOME keys be unified in down or on,
Record HOME keys when transverse screen is played and be unified in the right side or a left side.
The manipulation strength of the gesture operation was also obtained before step S3, i.e., predetermined
Time interval in the quantity of each gesture operation is counted.
The operational load of the gesture operation was also obtained before step S3, i.e., to each hand
The pixel distance that the single displacement of gesture operation is covered is counted.
Also the gesture operation was clustered before step S3, each technical ability has been judged
Gesture operation central point and the corresponding operative radius of different confidential interval.
Also first by the corresponding interface sectional drawing seat of the script file before step S2
Mark system is converted into consistent with the screen resolution coordinate-system of mobile terminal.
The conversion of coordinate-system is carried out using equation below：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
Visual view in step S3 includes：
Represent that gesture moves operation amount distribution folding of this operation note in each time interval
Line chart；
Represent the circle schematic diagram for selecting screen area；
Represent that corresponding operation amount divides in the selection screen area in each time interval
The block diagram of cloth.
The present invention also proposes a kind of game operation record processing system of mobile terminal, for having
The mobile terminal of touch-screen, including：
Script file is obtained and export module, for recording player interface operation, collecting operation
Data and derivation script file；
Script file processing module, for processing the script file, at least to obtain
Take gesture operation, triggering moment and corresponding screen coordinate when player interface is operated；
Coordinate visualization is presented module, for the corresponding screen coordinate of the gesture operation is corresponding
Point presented with visual view.
According to embodiment, the system of the present invention can also adopt following technical characteristic：
The gesture operation acquired in the script file processing module include touchDown,
TouchMove and touchUp.
The script file is obtained and export module includes coordinate-system fixed cell, for playing
Family's interface operation pre-sets fixed coordinates system when recording.
The fixed coordinates system of the coordinate-system fixed cell is：When recording portrait layout game
HOME keys be unified in down or on, record transverse screen play when HOME keys be unified in the right side or a left side.
The processing system also includes manipulation strength acquisition module, operational load acquisition module and gesture
At least one of operation cluster module；
The manipulation strength acquisition module is used to that module to be presented in the coordinate visualization
The manipulation strength of the gesture operation is obtained before now, i.e., it is interior to each hand in predetermined time interval
The quantity of gesture operation is counted；
The operational load acquisition module is used to that module to be presented in the coordinate visualization
Obtain the operational load of the gesture operation before now, i.e., to the single movement of each gesture operation away from
Counted from the pixel distance for being covered；
The gesture operation cluster module is used to that module to be presented in the coordinate visualization
Now before the gesture operation is clustered, with judge each technical ability gesture operation central point and
The corresponding operative radius of different confidential intervals.
The processing system also includes coordinate-system conversion module, in script file process
Module processed before first by the corresponding interface sectional drawing coordinate-system of the script file
It is converted into consistent with the screen resolution coordinate-system of mobile terminal.
The conversion regime of the coordinate-system conversion module is as follows：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
The visual view that the coordinate visualization presentation module is presented includes：Represent gesture
Operation amount distribution broken line graph of mobile this operation note in each time interval；Represent and select
The circle schematic diagram of screen area；Represent and selected in screen area described in each time interval
The block diagram of corresponding operation amount distribution.
The beneficial effect that the present invention is compared with the prior art includes：The invention provides quantitative shifting
The game operation record processing method of dynamic terminal, can preferably help improve interface gestures operation
Load and interaction design, and the method for the present invention need not be directed to each engine exploitation code, will not
Increase data transfer and storage burden.
Description of the drawings
Fig. 1 is the schematic flow sheet of processing method of the present invention；
Fig. 2 is the interface operation method for recording schematic flow sheet of a specific embodiment；
Fig. 3 a, 3b are respectively the heat generated with whole gesture receipts of a specific embodiment
Try hard to and scatter diagram；
Fig. 4 a are the gesture moving operation distributed number figures of a specific embodiment, and Fig. 4 b are
Fig. 4 a's possesses enlarged drawing；
Fig. 5 is that the confidential interval center of a specific embodiment and radius obtain flow chart；
Fig. 6 a, 6b, 6c are respectively corresponding with different technical ability in a specific embodiment
Estimate central point and estimate radius gained thermodynamic chart；
Fig. 7 a, Fig. 7 b are respectively Fig. 6 a, 6b, 6c orbicular spots, the enlarged diagram of Diamond spot
(because sectional drawing relation fails to clearly show that in Fig. 6 a, 6b, 6c).
Specific embodiment
Abbreviation and Key Term are defined：
IOS：The Mobile operating system of Apple's exploitation；
Android：The operating system of freedom and open source code based on Linux；
cocos2d：One Open Framework based on MIT agreements, for building game, application
Program and other graphical interfaces interactive applications；
touchDown：Finger down；
touchUp：Finger is lifted；
touchMove：Finger is moved；
Mobile terminal：Including the mobile device with touch-screen such as mobile phone, panel computer；
End trip：The desktop computer terminal game such as PC ends；
Rocking bar keys：The button in game role direction is controlled in interface；
Technical ability key：Control the button that game role discharges different technical ability.
It is as follows with regard to the related description of correlation technique content of the present invention：
The present invention main inventive concept be：The data at player exercises interface pass through data acquisition module
Block records and passes to after process data analysis module, then module is presented with can by visualization
Displaying is interacted depending on change mode, behaviour that may be present on personnel positioning interface operation is analyzed in help
The problems such as making intensity, operational load.
Find that when player freely clicks on, the rocking bar of 95% confidential interval is straight by experiment test
Footpath is 15.6mm, and a diameter of 16.1mm of rocking bar of 99% confidential interval；And by grinding
Study carefully substantial amounts of competing product, it is found that the preferable toggle area of rocking bar feel is usually not less than the 1/4 of screen
Size, can cover the clicking trigger region of player 99%.And in technical ability interface zone, pass through
Technical ability icon is sheltered from, player clicks on technical ability according to the operating habit of oneself, and record player click on
Position, by cluster analysis, obtain the new region of player's click, finally calculate new center of circle position
Put and new radius, found by experiment test, under 90%～95% confidence level, player's reality
The comfort standard of click is as follows：
1) technical ability center of circle spacing is between 8.5～10.5mm；Player easily obscures middle 2 skills
Can, it is proposed that middle technical ability uses larger spacing；
2) distance of the technical ability center of circle and the right side/lower frame respectively 24.5～25.0mm,
Between 22.5～23.0mm；
3) distance of the common attack technical ability center of circle and the right side/lower frame respectively 9.5～9.8mm,
Between 8.8～9.0mm.
Different game have different game experiencings, even and if in same game, it is different
The gap of operational ton is there is also between copy, excessive operational ton can cause player to produce fatigue
Sense, therefore the difficulty of copy how is more scientifically designed, it is so as to control player exercises load
It is vital.
The present invention needs to solve technical problem following aspects：
1) interface peration data is collected；
2) hand trip peration data parsing；
3) hand trip peration data visualization is presented.
Above technical problem had both included data acquisition aspect, also had data to parse and analysis level.
Therefore, the invention provides a kind of general hand trip peration data collection, analysis and visualization stream
Journey framework, helps customer analysis hand trip operational ton load and interface alternation design studies.
Embodiment one：
As shown in figure 1, the game operation record processing method of the mobile terminal of the present embodiment, uses
In the mobile terminal with touch-screen, comprise the steps：
S1, records player interface operation, collects peration data and derives script file.The step
In, also fixed coordinates system can be pre-set, after avoiding before player interface operation is recorded
There is coordinate correspondence problem during continuous analysis.Specifically fixed coordinates system can be：Record portrait layout
HOME keys are unified in down during game, record HOME keys when transverse screen is played and are unified in the right side.It is aobvious
HOME keys are unified in down when right, or recording portrait layout is played, when recording transverse screen game
HOME keys are unified in a left side, can realize the technique effect of the present invention.
S2, is processed the script file, at least to obtain hand when player interface is operated
Gesture operation, triggering moment and corresponding screen coordinate.The gesture operation include touchDown,
TouchMove and touchUp, but can be with more, it is not limited to this.
Additionally, can also first by corresponding game circle of the script file before step S2
Face sectional drawing coordinate-system be converted into it is consistent with the screen resolution coordinate-system of mobile terminal, with
Avoid occurring coordinate correspondence problem during subsequent analysis.It is preferred that carrying out coordinate-system using equation below
Conversion：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
S3, by the corresponding point of the corresponding screen coordinate of the gesture operation with visual view shape
Formula is presented.The visual view includes：
Represent that gesture moves operation amount distribution folding of this operation note in each time interval
Line chart, represents the circle schematic diagram for selecting screen area, represents in each time interval described
Select block diagram of corresponding operation amount distribution etc. in screen area.
Additionally, can also carry out before step S3 in tri- kinds of operations of following a, b, c
It is at least one：
A, the manipulation strength for obtaining the gesture operation, i.e., it is interior to each in predetermined time interval
The quantity of gesture operation is counted；
B, the operational load for obtaining the gesture operation, i.e., move to the single of each gesture operation
The pixel distance that distance is covered is counted；
C, the gesture operation is clustered, to judge the gesture operation central point of each technical ability
And the corresponding operative radius of difference confidential interval.
Embodiment two：
The present embodiment will be further described in detail the present invention should specific implementation, so as to
It is better understood from the present invention.
First, the data that player operates on the interface of mobile terminal are gathered
First, (this app is equal in android and ios touch spirit app to be installed on a testing machine
There is version)；Secondly, recording operation script on a testing machine.In recording operation script, need
It is noted that fixed coordinates system, such as suggestion record HOME keys when portrait layout is played under, recording
HOME keys are on the right side when transverse screen is played, in order to avoid occur coordinate correspondence problem during subsequent analysis.Record
System derives script file after finishing, derivation can adopt various methods, such as be using assistant's class software
It is a kind of conveniently method.As shown in Fig. 2 being the recording stream complete using spirit is touched
Journey, specially：
First, point touching spirit application button (opening the application for recording screen), enters
Upper left corner the New icon is clicked on afterwards, and a newly-built script, then " recording " below click is pressed
Button, input name " name+outpost of the tax office numbering ", clicks on and determines, is subsequently handed to interface and enters
Row game level, into after game level, presses " volume key ", start record (remember by
Lower determination key), at the end of the outpost of the tax office, press again " volume key ", terminate record (remember by
Lower determination key), repeat above step, carry out the recording of different outpost of the tax office difference scripts.
2nd, interface peration data parsing
After completing script recording, you can all scripts are seen in file system.The lua of generation
Script file, is made up of some key code sentences, and script data gives dividing for applicable screen
Resolution and the colored setting of color, it is main by touchDown, touchMove in main-inlet function
And touchUp compositions, when operation triggering is have recorded when screen is clicked at the different moment according to finger
Carve and screen coordinate, data resolution module just needs to be solved these different code statements
Analysis.
In order to support the analysis of follow-up difference gesture operation load and show, need different type
Gesture data stored respectively.Carry out script data parse when, the most key be into
The appropriateness conversion of row coordinate-system.Interface figure under the full frame intercepting of screen of mobile terminal
Piece slightly has difference with screen resolution in script, accordingly, it would be desirable to will be in screen resolution coordinate body
It is coordinate-system that inconsistent script data is converted into interface sectional drawing size.
Assume that the interface picture size under the full frame intercepting of screen of mobile terminal is
Img_width*img_height, and the applicable screen parameter resolution ratio in script data is
Res_width*res_height, the abscissa in script is res_x, and ordinate is
Res_y, Formula of Coordinate System Transformation is as follows：
Wherein, img_width represents the width of base map, and img_height represents the height of base map
Degree, img_x represents the horizontal stroke for meeting interface sectional drawing scale coordinate system after conversion
Coordinate, img_y to be represented and meet interface sectional drawing scale coordinate system after conversion
Ordinate.
3rd, interface peration data visualization
After script data has been loaded, acquiescence is shown the corresponding peration data of whole gestures,
Such as all gestures move (touchMove), gesture presses (touchDown) and gesture is lifted
(touchUp) data, are shown such as Fig. 3 a, 3b institute respectively with thermodynamic chart and scatter diagram
Show.Wherein, picture top shows that basic interface is arranged, including：Keyboard ↑ key, ↓ key,
For amplifying, reducing painting canvas, click right button and reset painting canvas, currently playing time delay：0, currently
Statistical interval (second)：10, currently cross (second)：0, current region radius：25；Lower section
It is shown that the explanation of statistic line graph：Horizontal axis representing time, when the longitudinal axis highly represents current
Between in section gesture motion quantity；Left side is it is shown that thermodynamic chart, right side is shown scatter diagram.
The thermodynamic chart (Fig. 3 a) generated by whole gesture datas and scatter diagram (Fig. 3 b) can be with
Find out the region of player's dominant touch in operation game, and frequent degree.Shown in Fig. 3 a
Belong to the frequent region of moving operation, it can be seen that some more frequently motion tracks；Fig. 3 b
It is shown to be click on frequent operation region, it can be seen that player uses the substantially situation of technical ability.
Broken line graph 401 in Fig. 4 a and Fig. 4 b represents that gesture moves the operation amount of this action
Operation amount distribution in each time interval, the time interval in the present embodiment is 10 seconds,
Below figure middle polyline corresponding digital 10,20,30 ... correspond respectively to first 10 seconds,
Second 10 seconds, the 3rd 10 seconds ..., the rest may be inferred.Figure middle polyline Figure 40 1 is right above
The numeral answered represents the quantity of the gesture motion in current time interval.
Screen area is circle 403 selected in Fig. 4 a, 4b, and the circle 403 is inside and outside to be occurred
The height of shown block diagram 402 represent the corresponding operation amount in each time interval, i.e.,
The operation amount distribution in the region, can help the same of customer analysis difference gesture operation load
When, also can check to distinguishable region the different operational load in each region.
In order to study the operating habit whether interface design meets user, the present embodiment collection
20 parts of player exercises data samples, determine that each technical ability icon operation center position and difference are put
The corresponding radius of reliability, and visualization technique is used, dynamic supports that user is enterprising at interface
Row interaction, the flow process of the method as shown in figure 5, include selection technical ability region step S501,
The step of calculating the cluster centre of selected technical ability area data S502, according to current confidence level
Arrange and select the step of falling into the data of this confidential interval S503, calculating to fall into this confidential interval
Sample cluster centre the step of S504 and determine with the farthest data point of this cluster centre
The step of distance corresponding as this confidential interval scope S505 etc., wherein, step S501
In technical ability region refer in the game be used for discharge technical ability button cover region；Step
In S502, the automatic calculating of cluster centre is that the data in region are averaged, mean value
The coordinate at place is cluster centre；Because the maloperation of some points possibly player in region is caused
, or player is by measuring point during other technical ability, rather than the corresponding point of current technical ability,
These points should not be taken into account in calculating, accordingly, it would be desirable to pass through step S503 according to current
Confidence level arranges the data for selecting to fall into this confidential interval；Step S504 is adopted with step S502
Identical way；Step S505 be after new cluster centre is obtained, with it with it is farthest
The distance of data point be that radius draws circle, the point covered is the point for meeting confidence level, this area
Domain is considered as being regional extent that this technical ability covers.
Fig. 6 a, Fig. 6 b, Fig. 6 c then give respectively different technical ability corresponding estimation central point
And estimate radius, wherein, dotted line collar region 601 is represented in current selected areas figure,
Round dot 603 (as shown in Figure 7a, being the enlarged diagram of the round dot) expression of cluster centre point,
The central point of 95% confidential interval (is the amplification of Diamond spot shown in Fig. 7 b with Diamond spot 604
Schematic diagram) represent, solid line collar region 602 is represented in the selected areas figure after new adjustment radius.
Fig. 6 presents the corresponding new regional extent of each technical ability with visual means, can be easy to be directly perceived
For referring to the response region scope of each technical ability during game design.Practical operation
In, current selected areas can be carried out by the circle with different colours and be adjusted after radius with new
The differentiation of selected areas, carries out with round dot of different colours etc. cluster centre point and puts with 95%
The differentiation of the interval central point of letter, and must be distinguished with dotted line, solid line and shape.
By above technical scheme, the present embodiment can realize the beneficial effect of following several respects：
1) simplicity is intuitively designed：The view (such as thermodynamic chart, scatter diagram) of offer is easy to be straight
See so that user can rapidly understand the data pattern that visualization is represented.
2) can be good at reducing the operation behavior of player：Data under different gesture operations are provided
Distribution overall condition, and interactive function is provided checks area information, it is possible to achieve entirety and possess
Operation behavior reduction.
3) according to user mutual result, can automatically calculating the data clusters of each technical ability icon
Heart position and the corresponding radius size of different confidence levels.
Embodiment three：
The game operation record processing system of the mobile terminal of the present embodiment corresponds to aforementioned enforcement
The game operation record processing method of the mobile terminal of example one, for the mobile terminal of touch-screen,
Including：Script file is obtained and export module, for player interface operation recording, peration data
Collect and derive script file；Script file processing module, for carrying out to the script file
Process, at least to obtain gesture operation when player interface is operated, triggering moment and corresponding screen
Curtain coordinate；Coordinate visualization is presented module, for by the corresponding screen coordinate of the gesture operation
Corresponding point is presented with visual view.
Wherein, the gesture operation acquired in the script file processing module includes
TouchDown, touchMove and touchUp.
The script file is obtained and export module includes coordinate-system fixed cell, for playing
Family's interface operation pre-sets fixed coordinates system when recording, to avoid occurring sitting during subsequent analysis
Mark correspondence problem..
The fixed coordinates system of the coordinate-system fixed cell can be：When recording portrait layout game
HOME keys be unified in down or on, record transverse screen play when HOME keys be unified in the right side or a left side.
It is obvious also possible to be to record HOME keys when portrait layout is played to be unified in down, transverse screen game is recorded
When HOME keys be unified in a left side, can realize the present invention technique effect.
The processing system may also include manipulation strength acquisition module, operational load acquisition module and hand
At least one of gesture operation cluster module.The manipulation strength acquisition module is used in the seat
Mark visualization is presented the manipulation strength that the gesture operation is obtained before module is presented, that is, exist
The quantity of each gesture operation is counted in predetermined time interval；The operational load is obtained
Module is used to obtain the gesture behaviour before coordinate visualization presentation module is presented
The operational load of work, i.e., enter to the pixel distance that the single displacement of each gesture operation is covered
Row statistics；The gesture operation cluster module is used to be carried out in coordinate visualization presentation module
The gesture operation is clustered before presentation, to judge the gesture operation central point of each technical ability
And the corresponding operative radius of difference confidential interval.
The processing system may also include coordinate-system conversion module, at the script file
Manage before module is processed first by the corresponding interface sectional drawing coordinate body of the script file
System is converted into consistent with the screen resolution coordinate-system of mobile terminal.The coordinate-system turns
The conversion regime for changing module can be by as follows：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
The visual view that the coordinate visualization presentation module is presented may include：Represent hand
Potential shift moves operation amount distribution broken line graph of this operation note in each time interval；Represent choosing
Select the circle schematic diagram of screen area；Represent in each time interval in the selection screen area
Block diagram of interior corresponding operation amount distribution etc..
Mobile terminal described in various embodiments above includes the various mobile phones with touch-screen, puts down
Plate computer etc..
It would be recognized by those skilled in the art that above description is made numerous accommodations be it is possible,
So embodiment is intended merely to describe one or more particular implementations.
Although having been described above the example embodiment of the present invention, it will be understood by those skilled in the art that can be with
It is variously modified and is replaced, without departing from the spirit of the present invention.Furthermore it is possible to do
Go out many modifications so that particular case to be fitted to the design of the present invention, without departing from being described herein
Central concept of the present invention.So, the present invention is not only restricted to specific embodiment disclosed here,
May also include belonging to all embodiments and its equivalent of the scope of the invention.
Claims (16)
1. a kind of game operation of mobile terminal records processing method, for touch-screen
Mobile terminal, it is characterised in that comprise the steps：
S1, records player interface operation, collects peration data and derives script file；
S2, is processed the script file, at least to obtain when player interface is operated
Gesture operation, triggering moment and corresponding screen coordinate；
S3, by the corresponding point of the corresponding screen coordinate of the gesture operation with visual view
Form is presented.
2. the game operation of mobile terminal as claimed in claim 1 records processing method, its
It is characterised by：The gesture operation includes touchDown, touchMove and touchUp.
3. the game operation of mobile terminal as claimed in claim 1 records processing method, its
It is characterised by：When the player interface for carrying out step S1 is operated and recorded, also pre-set
Fixed coordinates system.
4. the game operation of mobile terminal as claimed in claim 3 records processing method, its
It is characterised by, the fixed coordinates system is：Record HOME keys when portrait layout is played to be unified in
It is lower or on, record HOME keys when transverse screen is played and be unified in the right side or a left side.
5. the game operation of mobile terminal as claimed in claim 1 records processing method, its
It is characterised by, also carried out before step S3 in tri- kinds of operations of following a, b, c extremely
Few one kind：
A, the manipulation strength for obtaining the gesture operation, i.e., it is interior to each in predetermined time interval
The quantity of gesture operation is counted；
B, the operational load for obtaining the gesture operation, i.e., move to the single of each gesture operation
The pixel distance that distance is covered is counted；
C, the gesture operation is clustered, to judge the gesture operation central point of each technical ability
And the corresponding operative radius of difference confidential interval.
6. the game operation of mobile terminal as claimed in claim 1 records processing method, its
It is characterised by：Also first by the corresponding interface of the script file before step S2
Sectional drawing coordinate-system is converted into consistent with the screen resolution coordinate-system of mobile terminal.
7. the game operation of mobile terminal as claimed in claim 6 records processing method, its
It is characterised by, the conversion of coordinate-system is carried out using equation below：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
8. the game operation of mobile terminal as claimed in claim 1 records processing method, its
It is characterised by, the visual view in step S3 includes：
Represent that gesture moves operation amount distribution folding of this operation note in each time interval
Line chart；
Represent the circle schematic diagram for selecting screen area；
Represent that corresponding operation amount divides in the selection screen area in each time interval
The block diagram of cloth.
9. a kind of game operation of mobile terminal records processing system, for touch-screen
Mobile terminal, it is characterised in that include：
Script file is obtained and export module, for recording player interface operation, collecting operation
Data and derivation script file；
Script file processing module, for processing the script file, at least to obtain
Take gesture operation, triggering moment and corresponding screen coordinate when player interface is operated；
Coordinate visualization is presented module, for by the corresponding screen coordinate pair of the gesture operation
The point answered is presented with visual view.
10. the game operation of mobile terminal as claimed in claim 9 records processing system,
It is characterized in that：The gesture operation acquired in the script file processing module includes
TouchDown, touchMove and touchUp.
The game operation record processing system of 11. mobile terminals as claimed in claim 9,
It is characterized in that：The script file is obtained and export module includes coordinate-system fixed cell,
For pre-setting fixed coordinates system when player interface operation is recorded.
The game operation record processing system of 12. mobile terminals as claimed in claim 11,
Characterized in that, the fixed coordinates system of the coordinate-system fixed cell is：Record portrait layout trip
During play HOME keys be unified in down or on, record transverse screen play when HOME keys be unified in the right side or
It is left.
The game operation record processing system of 13. mobile terminals as claimed in claim 9,
It is characterized in that：The processing system also includes that manipulation strength acquisition module, operational load obtain mould
At least one of block and gesture operation cluster module；
The manipulation strength acquisition module is used to that module to be presented in the coordinate visualization
The manipulation strength of the gesture operation is obtained before now, i.e., it is interior to each hand in predetermined time interval
The quantity of gesture operation is counted；
The operational load acquisition module is used to that module to be presented in the coordinate visualization
Obtain the operational load of the gesture operation before now, i.e., to the single movement of each gesture operation away from
Counted from the pixel distance for being covered；
The gesture operation cluster module is used to that module to be presented in the coordinate visualization
Now before the gesture operation is clustered, with judge each technical ability gesture operation central point and
The corresponding operative radius of different confidential intervals.
The game operation record processing system of 14. mobile terminals as claimed in claim 9,
It is characterized in that：The processing system also includes coordinate-system conversion module, in the script
Document processing module processed before first by the corresponding interface sectional drawing of the script file
Coordinate-system is converted into consistent with the screen resolution coordinate-system of mobile terminal.
The game operation record processing system of 15. mobile terminals as claimed in claim 14,
Characterized in that, the conversion regime of the coordinate-system conversion module is as follows：
Wherein, img_width and img_height represent that respectively the screen of mobile terminal is full frame
The wide and height of the interface picture under intercepting, res_width and res_height is represented respectively
The corresponding interface sectional drawing resolution ratio of script file, res_x and res_y represents respectively script
Abscissa and ordinate in file.
The game operation record processing system of 16. mobile terminals as claimed in claim 9,
Characterized in that, the visual view that the coordinate visualization presentation module is presented includes：
Represent that gesture moves operation amount distribution folding of this operation note in each time interval
Line chart；
Represent the circle schematic diagram for selecting screen area；
Represent that corresponding operation amount divides in the selection screen area in each time interval
The block diagram of cloth.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107741898A (en) * | 2017-10-13 | 2018-02-27 | 杭州浮云网络科技有限公司 | A kind of game player based on big data operates preference analysis method and system |
| CN108803993A (en) * | 2018-06-13 | 2018-11-13 | 南昌黑鲨科技有限公司 | Exchange method, intelligent terminal and the computer readable storage medium of application program |
| CN109522223A (en) * | 2018-10-26 | 2019-03-26 | 惠州市德赛西威汽车电子股份有限公司 | A kind of automatic test approach and system of vehicle-mounted Android multimedia host |
| CN110032597A (en) * | 2018-11-30 | 2019-07-19 | 阿里巴巴集团控股有限公司 | The visible processing method and device of application program operation behavior |
| CN110147183A (en) * | 2017-10-09 | 2019-08-20 | 北京国双科技有限公司 | A kind of screening technique and device of data |
| CN113806369A (en) * | 2021-09-24 | 2021-12-17 | 深圳市抱一网络科技有限公司 | Game operation record processing system of mobile terminal |
| CN113849075A (en) * | 2020-06-28 | 2021-12-28 | 北京小米移动软件有限公司 | Touch screen point reporting event processing method and device and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102799511A (en) * | 2012-06-30 | 2012-11-28 | 成都西可科技有限公司 | Android-based automatic test method and system |
| CN102830922A (en) * | 2012-08-07 | 2012-12-19 | 晶赞广告（上海）有限公司 | Hotspot data visualization method with advertisement click effect |
| CN103785171A (en) * | 2014-01-23 | 2014-05-14 | 北京智明星通科技有限公司 | Game system and method integrating click self-induction mode and sliding operation mode |
| CN104423822A (en) * | 2013-08-30 | 2015-03-18 | 腾讯科技（深圳）有限公司 | Automated test script recording method and device |
-
2015
- 2015-11-02 CN CN201510735911.3A patent/CN106648397B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102799511A (en) * | 2012-06-30 | 2012-11-28 | 成都西可科技有限公司 | Android-based automatic test method and system |
| CN102830922A (en) * | 2012-08-07 | 2012-12-19 | 晶赞广告（上海）有限公司 | Hotspot data visualization method with advertisement click effect |
| CN104423822A (en) * | 2013-08-30 | 2015-03-18 | 腾讯科技（深圳）有限公司 | Automated test script recording method and device |
| CN103785171A (en) * | 2014-01-23 | 2014-05-14 | 北京智明星通科技有限公司 | Game system and method integrating click self-induction mode and sliding operation mode |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110147183A (en) * | 2017-10-09 | 2019-08-20 | 北京国双科技有限公司 | A kind of screening technique and device of data |
| CN110147183B (en) * | 2017-10-09 | 2021-03-30 | 北京国双科技有限公司 | Data screening method and device |
| CN107741898A (en) * | 2017-10-13 | 2018-02-27 | 杭州浮云网络科技有限公司 | A kind of game player based on big data operates preference analysis method and system |
| CN107741898B (en) * | 2017-10-13 | 2021-01-19 | 杭州浮云网络科技有限公司 | Game player operation preference analysis method and system based on big data |
| CN108803993A (en) * | 2018-06-13 | 2018-11-13 | 南昌黑鲨科技有限公司 | Exchange method, intelligent terminal and the computer readable storage medium of application program |
| CN108803993B (en) * | 2018-06-13 | 2022-02-11 | 南昌黑鲨科技有限公司 | Application program interaction method, intelligent terminal and computer readable storage medium |
| CN109522223A (en) * | 2018-10-26 | 2019-03-26 | 惠州市德赛西威汽车电子股份有限公司 | A kind of automatic test approach and system of vehicle-mounted Android multimedia host |
| CN110032597A (en) * | 2018-11-30 | 2019-07-19 | 阿里巴巴集团控股有限公司 | The visible processing method and device of application program operation behavior |
| CN110032597B (en) * | 2018-11-30 | 2023-04-11 | 创新先进技术有限公司 | Visual processing method and device for operation behaviors of application program |
| CN113849075A (en) * | 2020-06-28 | 2021-12-28 | 北京小米移动软件有限公司 | Touch screen point reporting event processing method and device and storage medium |
| CN113806369A (en) * | 2021-09-24 | 2021-12-17 | 深圳市抱一网络科技有限公司 | Game operation record processing system of mobile terminal |
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