CN103049163A - Method and device for controlling intelligent displaying of user interfaces - Google Patents
Method and device for controlling intelligent displaying of user interfaces Download PDFInfo
- Publication number
- CN103049163A CN103049163A CN2012105845927A CN201210584592A CN103049163A CN 103049163 A CN103049163 A CN 103049163A CN 2012105845927 A CN2012105845927 A CN 2012105845927A CN 201210584592 A CN201210584592 A CN 201210584592A CN 103049163 A CN103049163 A CN 103049163A
- Authority
- CN
- China
- Prior art keywords
- user
- operation behavior
- behavior
- subsequent
- interface
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
An embodiment of the invention provides a method and a device for controlling intelligent displaying of user interfaces. The method includes: obtaining operating behaviors on application software interfaces of a user; determining subsequent operating behaviors of the user in a user model library of the user according to set behavior precasting rules and based on the operating behaviors; and controlling to change the application software interfaces according to the subsequent operating behaviors. By the method and the device, the operating behaviors on the application software interfaces of the user are obtained, model matching is performed based on the operating behaviors, subsequent operations of the user are intelligently analyzed and precast, and operating interfaces needed by the user are automatically presented, so that working efficiency of the user is improved.
Description
Technical field
The embodiment of the invention relates to application software technology, relates in particular to a kind of user interface intelligent display control method and device.
Background technology
Along with the increase that application software technology updates, the user uses the crowd, the attainable function of application software is more and more, and the process of funcall becomes increasingly complex.For example, the user when calling the operation interface of some operation behaviors, must call corresponding interface by a plurality of operation behaviors successively in using the application software process, just can finally obtain required operation interface.
When facing the call operation of a large amount of complexity, exist the user not know how this operates to control the possibility that application software presents required operation interface, the user had to consult frequently the data such as users' guidebook and just can call operation interface corresponding to a certain function in operating process this moment, affect user's work efficiency, reduced the operating experience of user to this application software.
Summary of the invention
The embodiment of the invention provides a kind of user interface intelligent display control method and device, to using the operating process of software, improves user's work efficiency and operating experience with optimizing user.
First aspect, the embodiment of the invention provide a kind of user interface intelligent display control method, comprising:
Obtain the user to using the operation behavior of software interface;
Based on described operation behavior, according to the behavior prediction rule of setting, in user's user model storehouse, determine user's subsequent operation behavior;
According to the described software interface of described subsequent operation behavior control change.
In conjunction with first aspect, in the first implementation, after obtaining the operation behavior of user to the application software interface, also comprise:
Upgrade described user's user model storehouse according to described operation behavior.
In conjunction with the first implementation of first aspect, in the second implementation, the user model storehouse of upgrading described user according to described operation behavior comprises:
In buffer queue, wherein, at least two operation behaviors of Coutinuous store are as the operation behavior sequence in the current cache formation with the operation behavior sequential storage that gets access to;
Judge described operation behavior sequence whether with described user model storehouse in the existing operation behavior sequences match that records;
When judged result is coupling, then triggers the operation of described definite user's subsequent operation behavior, and finish to upgrade operation;
When judged result when not mating, then each operation behavior in the described buffer queue is recorded in the described user model storehouse, and delete an operation behavior that is positioned at team's head in the described buffer queue, and judge whether the operation behavior quantity in the described buffer queue satisfies the smallest match amount;
When judged result when satisfying, then return and carry out described matching judgment operation;
When judged result when not satisfying, then wait for and obtain next user's operation behavior.
In conjunction with first aspect the second implementation, in the third implementation, based on described operation behavior, according to the behavior prediction rule of setting, determine that in described user's user model storehouse user's subsequent operation behavior comprises:
Based on the operation behavior sequence in the current cache formation, in described user's user model storehouse, search the operation behavior sequence of coupling, obtain the operation behavior of at least one coupling;
In the operation behavior of at least one described coupling, according to the behavior prediction rule of setting, determine user's subsequent operation behavior.
To the third implementation of first aspect, in the 4th kind of implementation, the quantity of described subsequent operation behavior is one in conjunction with first aspect, then comprises according to the described software interface of described subsequent operation behavior control change:
Carry out described subsequent operation behavior, and control changes to the corresponding interface that executes described the first subsequent operation behavior with described software interface, to prepare obtaining the user to the next operation behavior of the execution at described corresponding interface.
Second aspect, the embodiment of the invention provide a kind of user interface Intelligent display control device, comprising:
Acquisition module is used for obtaining the user to using the operation behavior of software interface;
Determination module is used for based on described operation behavior, according to the behavior prediction rule of setting, determines user's subsequent operation behavior in user's user model storehouse;
Control module is used for carrying out described subsequent operation behavior, and the described software interface of control change.
In conjunction with second aspect, in the first implementation, also comprise:
Update module is for the user model storehouse of upgrading described user according to described operation behavior.
In conjunction with second aspect the first implementation, in the second implementation, described update module comprises:
The buffer memory unit, the operation behavior sequential storage that is used for getting access to is at buffer queue, and wherein, at least two operation behaviors of Coutinuous store are as the operation behavior sequence in the current cache formation;
The Model Matching unit is used for judging the existing operation behavior sequences match whether described operation behavior sequence records with described user model storehouse;
The subsequent prediction trigger element is used for then triggering the operation of described definite user's subsequent operation behavior when judged result is coupling, and finishes to upgrade operation;
The model modification unit, be used for when judged result when not mating, then delete an operation behavior that is positioned at team's head in the described buffer queue, and judge whether the operation behavior quantity in the described buffer queue satisfies the smallest match amount;
The match triggers unit, be used for when judged result when satisfying, then trigger described Model Matching unit, return the described matching judgment of execution and operate;
Upgrade stop element, be used for when judged result when not satisfying, then next user's operation behavior is obtained in wait.
In conjunction with second aspect the second implementation, in the third implementation, described determination module comprises:
Follow-up acquiring unit is used for the operation behavior sequence based on the current cache formation, searches the operation behavior sequence of coupling in described user's user model storehouse, obtains the operation behavior of at least one coupling;
Follow-up determining unit is used for the operation behavior at least one described coupling, according to the behavior prediction rule of setting, determines user's subsequent operation behavior.
To the third implementation of second aspect, in the 4th kind of implementation, the quantity of described subsequent operation behavior is one in conjunction with second aspect, and described control module comprises:
Performance element is used for carrying out described subsequent operation behavior;
Display unit, control changes to the corresponding interface that executes described subsequent operation behavior with described software interface, to prepare the obtaining user next operation behavior is carried out at described corresponding interface.
The embodiment of the invention is carried out Model Matching by obtaining the user to using the operation behavior of software interface based on this operation behavior, and the intelligently follow-up operation of analyses and prediction user presents the required operation interface of user automatically, has improved user's work efficiency.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art, the below will do one to the accompanying drawing of required use in embodiment or the description of the Prior Art and introduce simply, apparently, accompanying drawing in the following describes is some embodiments of the present invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the process flow diagram of user interface intelligent display control method embodiment one of the present invention;
Fig. 2 is the synoptic diagram in middle user model embodiment illustrated in fig. 1 storehouse;
Fig. 3 is the process flow diagram of user interface intelligent display control method embodiment two of the present invention;
Fig. 4 is the structural representation of user interface Intelligent display control device embodiment one of the present invention;
Fig. 5 is the structural representation of user interface Intelligent display control device embodiment two of the present invention.
Embodiment
For the purpose, technical scheme and the advantage that make the embodiment of the invention clearer, below in conjunction with the accompanying drawing in the embodiment of the invention, technical scheme in the embodiment of the invention is clearly and completely described, obviously, described embodiment is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment among the present invention, those of ordinary skills belong to the scope of protection of the invention not making the every other embodiment that obtains under the creative work prerequisite.
Fig. 1 is the process flow diagram of user interface intelligent display control method embodiment one of the present invention.The method of present embodiment can be realized by the user interface Intelligent display control device, this control device can adopt hardware and/or software mode to realize, preferably be arranged in user's the terminal and come completing user interface intelligent display control method, as shown in Figure 1, the method comprises:
S101 obtains the user to using the operation behavior of software interface.
The user is by after the starting terminal application software, and the various operation behaviors of user on software interface can be by the terminal perception, and for example the user opens corresponding software interface window by the function choosing-item button on the mouse click software interface; Terminal can be according to the development language of application software, such as java, C++ etc., monitor each event that occurs in application software, each event is resolved to user's operation behavior, and this operation behavior is stored in the relational database, each operation behavior can be stored according to network structure model, form the user model storehouse.
Concrete, Fig. 2 is the synoptic diagram in middle user model embodiment illustrated in fig. 1 storehouse.As shown in Figure 2, user behavior model structure in the user model storehouse comprises a plurality of " nodes " and many " limit ", wherein the user that obtains of each " node " expression terminal is to using the operation behavior of software interface, for example, node 1 expression " user's login " behavior, node 2 expression " opening user management " behaviors; And each " limit " is used for each operation behavior is connected in order, and be associated with the frequency that operation behavior occurs, for example, at node 1, after this operation behavior of " limit " expression " user's login " that exists between node 2 and the node 3 occured, the user " opened user management ", and the frequency is 20, the user " opens monitoring session " subsequently, and the frequency is 10.The meaning of other each nodes and limit representative does not repeat them here as hereinbefore.
Need to prove that Fig. 2 is only as example, user behavior model provided by the present invention is not limited to model shown in Figure 2.
S102 based on operation behavior, according to the behavior prediction rule of setting, determines user's subsequent operation behavior in user's user model storehouse.
For above-mentioned behavior prediction rule, the user can be regular by the behavior prediction that terminal arranges, concrete, this rule can stipulate when to carry out the prediction of subsequent operation behavior, for example, after the user can arrange and get access to 5 operation behaviors, start forecast function, 5 operation behaviors that are about to get access to and the operation behavior in the user model storehouse are compared, and determine the next operation behavior of user.This rule can also be defined in when satisfying what condition can determine the subsequent operation behavior, and for example, when the frequency reached set point number, the subsequent operation behavior that shows in the user model storehouse could be as the subsequent operation behavior that predicts.
S103 is according to described subsequent operation behavior control change software interface.
By in the user model storehouse, comparing, determined user's subsequent operation behavior after, the interface of terminal control display application software.The subsequent operation behavior can be one, also can be a plurality of.Concrete, can prepare to carry out interface corresponding to last subsequent operation behavior by control display, as switch to preparation monitoring interface corresponding to " opening monitoring session ", show corresponding button or menu, so that the user clicks execution.Perhaps, can also directly for the user executes the subsequent operation behavior, then change the interface to showing " affirmation " and " cancellation " button, so that the user is confirmed whether to accept the execution result of these subsequent operation behaviors.
In the present embodiment, by obtaining the user to using the operation behavior of software interface, carry out Model Matching based on this operation behavior, the intelligently follow-up operation of analyses and prediction user, automatically present the required operation interface of user, improve user's work efficiency, promoted simultaneously the user to using the operating experience of software.
Fig. 3 is the process flow diagram of user interface intelligent display control method embodiment two of the present invention.As shown in Figure 3, the method comprises:
S201 obtains the user to using at least one operation behavior of software interface.
S202 is according to operation behavior renewal user's user model storehouse.
In the such scheme, at least one operation behavior that gets access to is stored in corresponding position in the user model storehouse shown in Figure 2 as " node ", upgrades simultaneously the frequency of operation behavior.Through repeatedly upgrading, next step operation behavior of the accuracy rate predictive user that the user model in the above-mentioned user model storehouse can be higher improves the user to using the service efficiency of software.
Wherein, following steps are preferably carried out in the operation of upgrading described user's user model storehouse according to described operation behavior:
S202a, with the operation behavior sequential storage that gets access in buffer queue.
Wherein, at least two operation behaviors of Coutinuous store are as the operation behavior sequence in the current cache formation, namely on time domain, at least two operation behaviors that occur recently are stored in the buffer queue according to genetic sequence, when getting access to up-to-date once operation behavior, when the quantity of storable operation behavior is to default maximum number value in the buffer queue, with the operation behavior that occurs the earliest in the buffer memory, the most de novo operation behavior namely is positioned at an operation behavior deletion of team's head, so that can be stored in the buffer queue.
S202b, decision operation behavior sequence whether with the user model storehouse in the existing operation behavior sequences match that records, when judged result during for coupling, execution in step 202c then, when judged result when not mating, execution in step 202d then;
S202c triggers the operation of the subsequent operation behavior of determining the user, and finishes to upgrade operation.
S202d is recorded to each operation behavior in the buffer queue in the user model storehouse, and is positioned at an operation behavior of team's head in the deletion buffer queue.
The action row of above-mentioned team head refers to namely on time domain, the operation behavior that occurs the earliest in the buffer queue, for example, the operation behavior of storing in the buffer queue is arranged by the time and is followed successively by " A operation, B operation, C operation and D operation ", this moment, but may there be model " KBCD " in memory model " ABCD " not in the user model storehouse, therefore, A operation in the deletion buffer queue is carried out matching judgment again with model " BCD " in model bank.
S202e judges whether the operation behavior quantity in the buffer queue satisfies the smallest match amount, if when judged result when satisfying, execution in step S202b then, when judged result when not satisfying, execution in step S202f then;
After in the deletion buffer queue, being positioned at an operation behavior of team's head, need judge also whether the operation behavior quantity in the buffer queue satisfies the smallest match amount, when matching result satisfies, return and carry out above-mentioned matching judgment operation, be S202b, when judged result when not satisfying, then suspend intelligent predicting and show, prepare to obtain next user's operation behavior.Wherein, the user can be according to the action need and the value of being accustomed to arranging the smallest match amount of self, and preferred, this value is set to 2～5, and the user can obtain better prediction effect.
S202f waits for and obtains next user's operation behavior.
Because deletion is positioned at an operation behavior of team's head, so that the operation behavior quantity in the buffer queue does not satisfy the smallest match amount, wait for this moment and obtain the user to using the operation behavior of software, so that the quantity of operation behavior satisfies the smallest match amount, can again be begun the operation behavior of predictive user by the S202a place.
In the such scheme, described matching judgment operates each operation behavior in the user behavior sequence that is specially basis, searches whether there is this operation behavior sequence in the user model storehouse, if do not exist, then stop matching judgment, and each operation behavior is stored in the user model storehouse in order.
S203 based on operation behavior, according to the behavior prediction rule of setting, determines user's subsequent operation behavior in user's user model storehouse;
In the above-mentioned steps, can specifically based on the operation behavior sequence in the current cache formation, in user's user model storehouse, search the operation behavior sequence of coupling, obtain the operation behavior of at least one coupling; The operation behavior of this at least one coupling is the operation behavior that the user once carried out on this software interface, and is stored in the user model storehouse.In the operation behavior of at least one described coupling, according to the behavior prediction rule of setting, determine user's subsequent operation behavior.For example, store the user behavior sequence in the current cache formation and " carried out the B operation after carrying out the A operation ", know by searching the operation behavior that is stored in the user model storehouse, the user is after carrying out the B operation, 10 execution C operation was once arranged, perhaps, carry out the D operation for 5 times, because the subsequent operation that the user carries out after the B operation comprises two kinds of possible operation behaviors that C operation or D operate, therefore must be in the operation behavior of at least one possible coupling, according to the behavior prediction rule of setting, determine user's subsequent operation behavior.
Concrete, in above-mentioned behavior prediction rule, can stipulate, if only there is a kind of possible result in the operation behavior of coupling, determine that then this result is user's subsequent operation behavior;
If the operation behavior of coupling exist at least two kinds possible as a result the time, the execution frequency of more at least two kinds of possible outcomes, selecting the result of execution frequency maximum is user's subsequent operation behavior, namely in above-mentioned example, the execution frequency of C operation is 10 times, and the execution frequency of D operation is 5 times, determines that then C is operating as subsequent operation.
S204 is according to subsequent operation behavior control change software interface.
Search the operation behavior sequence of coupling in user's user model storehouse, the quantity of determined subsequent operation behavior can have multiple implementation during at least two, for example:
The first implementation is: carry out the subsequent operation behavior, and control changes to the corresponding interface that executes the subsequent operation behavior with software interface, to prepare the obtaining user next subsequent operation behavior is carried out at this correspondence interface.After this step, can return execution in step S202d.
With above-mentioned example explanation, after the user carries out A operation and B operation successively, user's operation behavior of prediction is followed successively by C operation, E operation and M operation, at this moment, carry out the subsequent operation behavior, i.e. C operation, and control changes to software interface at the corresponding interface of C operation, to prepare the obtaining user next subsequent operation behavior is carried out at the corresponding interface of C operation, i.e. E operation can be fed back execution in step S202d subsequently.
Optionally, the second implementation is: carry out continuously described at least two subsequent operation behaviors, and be stopped at before last subsequent operation behavior of execution; Control changes to the corresponding interface of preparing to carry out described last subsequent operation behavior with described software interface, to prepare obtaining the user to last subsequent operation behavior at described corresponding interface.
Equally with above-mentioned example explanation, after the user carries out A operation and B operation successively, user's operation behavior of prediction is followed successively by C operation, E operation and M operation, at this moment, carry out continuously C operation and E operation, and before stopping at M operation and carrying out, control changes to the corresponding interface of preparing to carry out the M subsequent operation with software interface, to prepare obtaining the user to the M operation at described corresponding interface.
More excellent, above-mentioned change software interface comprises the size of changing corresponding interface, and can also be according to value default in the behavior prediction rule, increase top button corresponding to this subsequent operation behavior at software interface, when for example in prediction rule, stipulating the satisfied default threshold value of the frequency of this subsequent operation generation, automatically increase quick botton corresponding to this subsequent operation at the prompt access toolbar place of application software, so that the user is when again calling the corresponding interface of this subsequent operation, can directly click this quick botton, improve user's operating efficiency.
More excellent, when presenting the corresponding interface of above-mentioned subsequent operation behavior C operation, owing to stored before the interface modification behavior with the storage of C operative association in the user model storehouse, after for example presenting the corresponding interface of C operation, the user adjusts size and the display position at this interface according to hobby, therefore, when in S204, presenting the corresponding interface of C operation, automatically position, the size of corresponding interface with user preferences presented, so that the interface hommization of this application software improves user's operating experience.
In the present embodiment, by obtaining the user to using the operation behavior of software interface, carry out Model Matching based on this operation behavior, the intelligently follow-up operation of analyses and prediction user, automatically present the required operation interface of user, improve user's work efficiency, promoted simultaneously the user to using the operating experience of software.
Fig. 4 is the structural representation of user interface Intelligent display control device embodiment one of the present invention, and this control device can be arranged in user's the terminal and come completing user interface intelligent display control method.As shown in Figure 4, this control device comprises:
In the present embodiment, the corresponding said method embodiment of above-mentioned modules does not repeat them here.
In the present embodiment, by obtaining the user to using the operation behavior of software interface, carry out Model Matching based on this operation behavior, the intelligently follow-up operation of analyses and prediction user, automatically present the required operation interface of user, improve user's work efficiency, promoted simultaneously the user to using the operating experience of software.
Fig. 5 is the structural representation of user interface Intelligent display control device embodiment two of the present invention.On the basis of above-mentioned embodiment shown in Figure 4, as shown in Figure 5, above-mentioned control device also comprises:
Concrete, update module 70 comprises:
Subsequent prediction trigger element 703 is used for when judged result is coupling, then triggers the operation of the subsequent operation behavior of determining the user, and finishes the renewal operation;
Match triggers unit 705, when judged result when satisfying, then trigger described Model Matching unit 702, return and carry out the matching judgment operation;
Further, above-mentioned determination module 50 specifically comprises:
Follow-up acquiring unit 501 is used for the operation behavior sequence based on the current cache formation, searches the operation behavior sequence of coupling in user's user model storehouse, obtains the operation behavior of at least one coupling;
Follow-up determining unit 502 is used for the operation behavior at least one coupling, according to the behavior prediction rule of setting, determines user's subsequent operation behavior.
Further, the quantity of subsequent operation behavior is one, and then control module 60 specifically comprises:
The corresponding said method embodiment of modules does not repeat them here in the present embodiment.
In the present embodiment, by obtaining the user to using the operation behavior of software interface, carry out Model Matching based on this operation behavior, the intelligently follow-up operation of analyses and prediction user, automatically present the required operation interface of user, improve user's work efficiency, promoted simultaneously the user to using the operating experience of software.
One of ordinary skill in the art will appreciate that: all or part of step that realizes above-mentioned each embodiment of the method can be finished by the relevant hardware of programmed instruction.Aforesaid program can be stored in the computer read/write memory medium.This program is carried out the step that comprises above-mentioned each embodiment of the method when carrying out; And aforesaid storage medium comprises: the various media that can be program code stored such as ROM, RAM, magnetic disc or CD.
It should be noted that at last: above each embodiment is not intended to limit only in order to technical scheme of the present invention to be described; Although with reference to aforementioned each embodiment the present invention is had been described in detail, those of ordinary skill in the art is to be understood that: it still can be made amendment to the technical scheme that aforementioned each embodiment puts down in writing, and perhaps some or all of technical characterictic wherein is equal to replacement; And these modifications or replacement do not make the essence of appropriate technical solution break away from the scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a user interface intelligent display control method is characterized in that, comprising:
Obtain the user to using the operation behavior of software interface;
Based on described operation behavior, according to the behavior prediction rule of setting, in user's user model storehouse, determine user's subsequent operation behavior;
According to the described software interface of described subsequent operation behavior control change.
2. user interface intelligent display control method according to claim 1 is characterized in that, after obtaining the operation behavior of user to the application software interface, also comprises:
Upgrade described user's user model storehouse according to described operation behavior.
3. user interface intelligent display control method according to claim 2 is characterized in that, the user model storehouse of upgrading described user according to described operation behavior comprises:
In buffer queue, wherein, at least two operation behaviors of Coutinuous store are as the operation behavior sequence in the current cache formation with the operation behavior sequential storage that gets access to;
Judge described operation behavior sequence whether with described user model storehouse in the existing operation behavior sequences match that records;
When judged result is coupling, then triggers the operation of described definite user's subsequent operation behavior, and finish to upgrade operation;
When judged result when not mating, then each operation behavior in the described buffer queue is recorded in the described user model storehouse, and delete an operation behavior that is positioned at team's head in the described buffer queue, and judge whether the operation behavior quantity in the described buffer queue satisfies the smallest match amount;
When judged result when satisfying, then return and carry out described matching judgment operation;
When judged result when not satisfying, then wait for and obtain next user's operation behavior.
4. user interface intelligent display control method according to claim 3 is characterized in that, based on described operation behavior, according to the behavior prediction rule of setting, determines that in described user's user model storehouse user's subsequent operation behavior comprises:
Based on the operation behavior sequence in the current cache formation, in described user's user model storehouse, search the operation behavior sequence of coupling, obtain the operation behavior of at least one coupling;
In the operation behavior of at least one described coupling, according to the behavior prediction rule of setting, determine user's subsequent operation behavior.
5. arbitrary described user interface intelligent display control method is characterized in that the quantity of described subsequent operation behavior is one according to claim 1-4, then comprises according to the described software interface of described subsequent operation behavior control change:
Carry out described subsequent operation behavior, and control changes to the corresponding interface that executes described subsequent operation behavior with described software interface, to prepare the obtaining user next operation behavior is carried out at described corresponding interface.
6. a user interface Intelligent display control device is characterized in that, comprising:
Acquisition module is used for obtaining the user to using the operation behavior of software interface;
Determination module is used for based on described operation behavior, according to the behavior prediction rule of setting, determines user's subsequent operation behavior in user's user model storehouse;
Control module is used for according to the described software interface of described subsequent operation behavior control change.
7. control device according to claim 6 is characterized in that, also comprises:
Update module is for the user model storehouse of upgrading described user according to described operation behavior.
8. control device according to claim 7 is characterized in that, described update module comprises:
The buffer memory unit, the operation behavior sequential storage that is used for getting access to is at buffer queue, and wherein, at least two operation behaviors of Coutinuous store are as the operation behavior sequence in the current cache formation;
The Model Matching unit is used for judging the existing operation behavior sequences match whether described operation behavior sequence records with described user model storehouse;
The subsequent prediction trigger element is used for then triggering the operation of described definite user's subsequent operation behavior when judged result is coupling, and finishes to upgrade operation;
The model modification unit, be used for when judged result when not mating, then each operation behavior in the described buffer queue is recorded in the described user model storehouse, and delete an operation behavior that is positioned at team's head in the described buffer queue, and judge whether the operation behavior quantity in the described buffer queue satisfies the smallest match amount;
The match triggers unit, be used for when judged result when satisfying, then trigger described Model Matching unit, return the described matching judgment of execution and operate;
Upgrade stop element, be used for when judged result when not satisfying, then next user's operation behavior is obtained in wait.
9. control device according to claim 8 is characterized in that, described determination module comprises:
Follow-up acquiring unit is used for the operation behavior sequence based on the current cache formation, searches the operation behavior sequence of coupling in described user's user model storehouse, obtains the operation behavior of at least one coupling;
Follow-up determining unit is used for the operation behavior at least one described coupling, according to the behavior prediction rule of setting, determines user's subsequent operation behavior.
10. arbitrary described control device is characterized in that according to claim 6-9, and the quantity of described subsequent operation behavior is one, and described control module comprises:
Performance element is used for carrying out described subsequent operation behavior;
Display unit is used for control described software interface is changed to the corresponding interface that executes described subsequent operation behavior, to prepare the obtaining user next operation behavior is carried out at described corresponding interface.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210584592.7A CN103049163B (en) | 2012-12-28 | 2012-12-28 | User interface intelligent display control method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210584592.7A CN103049163B (en) | 2012-12-28 | 2012-12-28 | User interface intelligent display control method and device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103049163A true CN103049163A (en) | 2013-04-17 |
| CN103049163B CN103049163B (en) | 2016-12-28 |
Family
ID=48061819
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201210584592.7A Active CN103049163B (en) | 2012-12-28 | 2012-12-28 | User interface intelligent display control method and device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103049163B (en) |
Cited By (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103729446A (en) * | 2013-12-30 | 2014-04-16 | 广州金山网络科技有限公司 | Processing method and device for user operation data and server |
| CN104536768A (en) * | 2015-01-16 | 2015-04-22 | 浪潮电子信息产业股份有限公司 | Method for improving user-friendly operation of software user interface |
| CN104572452A (en) * | 2014-12-25 | 2015-04-29 | 曙光信息产业(北京)有限公司 | Testing method and device for front end |
| CN104731599A (en) * | 2015-03-30 | 2015-06-24 | 北京奇艺世纪科技有限公司 | Method and device for adjusting appearance of graphical user interface |
| CN105204847A (en) * | 2015-08-26 | 2015-12-30 | 深圳领域天马网络有限公司 | Growth button |
| CN105589714A (en) * | 2015-09-29 | 2016-05-18 | 中国银联股份有限公司 | Method and device for analyzing application program usage behaviors of user |
| CN105677333A (en) * | 2015-12-30 | 2016-06-15 | 联想(北京)有限公司 | Information processing method and electronic device |
| CN105760054A (en) * | 2016-02-19 | 2016-07-13 | 北京奇艺世纪科技有限公司 | Prediction prompting method and device |
| CN107092544A (en) * | 2016-05-24 | 2017-08-25 | 口碑控股有限公司 | monitoring method and device |
| CN107728874A (en) * | 2017-09-06 | 2018-02-23 | 阿里巴巴集团控股有限公司 | The method, apparatus and equipment of user prompt operation are provided |
| CN108304235A (en) * | 2017-02-20 | 2018-07-20 | 腾讯科技（深圳）有限公司 | page display method and device |
| CN108605053A (en) * | 2016-12-28 | 2018-09-28 | 谷歌有限责任公司 | It is optimized for the user interface data of future-action caching |
| CN109448274A (en) * | 2018-11-08 | 2019-03-08 | 四川剑鱼科技有限公司 | A kind of smart machine system interface display methods |
| CN109491498A (en) * | 2018-10-31 | 2019-03-19 | 广州致远电子有限公司 | Man-machine interaction method, system, terminal device and computer readable storage medium |
| CN110569665A (en) * | 2014-02-24 | 2019-12-13 | 微软技术许可有限责任公司 | Incentive-based application execution |
| CN110598015A (en) * | 2018-05-23 | 2019-12-20 | 中兴通讯股份有限公司 | Information display method, terminal and computer readable storage medium |
| CN111309412A (en) * | 2018-12-13 | 2020-06-19 | 鸿合科技股份有限公司 | Software interface adjusting method and device and electronic equipment |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1235298A (en) * | 1998-03-05 | 1999-11-17 | 松下电器产业株式会社 | User interface apparatus and broadcast receiving apparatus |
| CN1239253A (en) * | 1998-06-17 | 1999-12-22 | 微软公司 | Method for adapting user interface elements based on historical usage |
| WO2009121880A1 (en) * | 2008-04-02 | 2009-10-08 | Siemens Aktiengesellschaft | A method for providing subtasks' wizard information |
| CN101996068A (en) * | 2009-08-11 | 2011-03-30 | 上海汉光知识产权数据科技有限公司 | System capable of pre-storing using mode and dynamically adjusting user interface elements |
| CN102082874A (en) * | 2011-01-28 | 2011-06-01 | 宇龙计算机通信科技(深圳)有限公司 | Method for arranging application program interfaces in mobile terminal and mobile terminal |
| CN102622238A (en) * | 2012-03-15 | 2012-08-01 | 中兴通讯股份有限公司 | Method and device for interface layout of mobile devices |
-
2012
- 2012-12-28 CN CN201210584592.7A patent/CN103049163B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1235298A (en) * | 1998-03-05 | 1999-11-17 | 松下电器产业株式会社 | User interface apparatus and broadcast receiving apparatus |
| CN1239253A (en) * | 1998-06-17 | 1999-12-22 | 微软公司 | Method for adapting user interface elements based on historical usage |
| WO2009121880A1 (en) * | 2008-04-02 | 2009-10-08 | Siemens Aktiengesellschaft | A method for providing subtasks' wizard information |
| CN101996068A (en) * | 2009-08-11 | 2011-03-30 | 上海汉光知识产权数据科技有限公司 | System capable of pre-storing using mode and dynamically adjusting user interface elements |
| CN102082874A (en) * | 2011-01-28 | 2011-06-01 | 宇龙计算机通信科技(深圳)有限公司 | Method for arranging application program interfaces in mobile terminal and mobile terminal |
| CN102622238A (en) * | 2012-03-15 | 2012-08-01 | 中兴通讯股份有限公司 | Method and device for interface layout of mobile devices |
Cited By (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103729446A (en) * | 2013-12-30 | 2014-04-16 | 广州金山网络科技有限公司 | Processing method and device for user operation data and server |
| CN103729446B (en) * | 2013-12-30 | 2018-02-02 | 广州猎豹网络科技有限公司 | A kind of processing method, processing unit and the server of user's operation data |
| CN110569665B (en) * | 2014-02-24 | 2024-01-02 | 微软技术许可有限责任公司 | Incentive-based application execution |
| CN110569665A (en) * | 2014-02-24 | 2019-12-13 | 微软技术许可有限责任公司 | Incentive-based application execution |
| CN104572452B (en) * | 2014-12-25 | 2018-03-30 | 曙光信息产业(北京)有限公司 | The method of testing and device of front end |
| CN104572452A (en) * | 2014-12-25 | 2015-04-29 | 曙光信息产业(北京)有限公司 | Testing method and device for front end |
| CN104536768A (en) * | 2015-01-16 | 2015-04-22 | 浪潮电子信息产业股份有限公司 | Method for improving user-friendly operation of software user interface |
| CN104731599A (en) * | 2015-03-30 | 2015-06-24 | 北京奇艺世纪科技有限公司 | Method and device for adjusting appearance of graphical user interface |
| CN104731599B (en) * | 2015-03-30 | 2018-02-09 | 北京奇艺世纪科技有限公司 | A kind of graphic user interface outward appearance method of adjustment and device |
| CN105204847A (en) * | 2015-08-26 | 2015-12-30 | 深圳领域天马网络有限公司 | Growth button |
| CN105589714A (en) * | 2015-09-29 | 2016-05-18 | 中国银联股份有限公司 | Method and device for analyzing application program usage behaviors of user |
| CN105589714B (en) * | 2015-09-29 | 2018-12-25 | 中国银联股份有限公司 | The method and apparatus for using application behavior for analyzing user |
| CN105677333A (en) * | 2015-12-30 | 2016-06-15 | 联想(北京)有限公司 | Information processing method and electronic device |
| CN105677333B (en) * | 2015-12-30 | 2019-03-29 | 联想(北京)有限公司 | A kind of information processing method and electronic equipment |
| CN105760054A (en) * | 2016-02-19 | 2016-07-13 | 北京奇艺世纪科技有限公司 | Prediction prompting method and device |
| CN107092544A (en) * | 2016-05-24 | 2017-08-25 | 口碑控股有限公司 | monitoring method and device |
| CN108605053A (en) * | 2016-12-28 | 2018-09-28 | 谷歌有限责任公司 | It is optimized for the user interface data of future-action caching |
| CN108605053B (en) * | 2016-12-28 | 2021-05-25 | 谷歌有限责任公司 | Method, apparatus and system for optimizing user interface data caching for future actions |
| US11310331B2 (en) | 2016-12-28 | 2022-04-19 | Google Llc | Optimizing user interface data caching for future actions |
| CN108304235A (en) * | 2017-02-20 | 2018-07-20 | 腾讯科技（深圳）有限公司 | page display method and device |
| CN107728874A (en) * | 2017-09-06 | 2018-02-23 | 阿里巴巴集团控股有限公司 | The method, apparatus and equipment of user prompt operation are provided |
| CN110598015A (en) * | 2018-05-23 | 2019-12-20 | 中兴通讯股份有限公司 | Information display method, terminal and computer readable storage medium |
| CN109491498A (en) * | 2018-10-31 | 2019-03-19 | 广州致远电子有限公司 | Man-machine interaction method, system, terminal device and computer readable storage medium |
| CN109448274A (en) * | 2018-11-08 | 2019-03-08 | 四川剑鱼科技有限公司 | A kind of smart machine system interface display methods |
| CN111309412A (en) * | 2018-12-13 | 2020-06-19 | 鸿合科技股份有限公司 | Software interface adjusting method and device and electronic equipment |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103049163B (en) | 2016-12-28 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103049163A (en) | Method and device for controlling intelligent displaying of user interfaces | |
| US20140013336A1 (en) | Method for prompting recently used application programs in wireless communication device | |
| CN111475246A (en) | Applet page display method, device, terminal and storage medium | |
| US10817819B2 (en) | Workflow compilation | |
| US20060288330A1 (en) | Worklet modeling | |
| CN103456296A (en) | Method for providing voice recognition function and electronic device thereof | |
| CN106250180B (en) | A kind of ODEX optimal control method and mobile terminal | |
| CN109240666B (en) | Function calling code generation method and system based on call stack and dependent path | |
| CN110471591A (en) | A kind of exchange method, device and computer storage medium | |
| CN1835454B (en) | Event notification management method and event notification management apparatus | |
| US20190347621A1 (en) | Predicting task durations | |
| US9658903B2 (en) | Event processing method and apparatus | |
| CN102890628A (en) | Method and device for displaying target object | |
| CN107390971A (en) | A kind of adaptive application icon display methods and its device | |
| CN114706734A (en) | Monitoring method and monitoring system for business application | |
| US9513873B2 (en) | Computer-assisted release planning | |
| CN109901818A (en) | System and method for Software Architecture Design | |
| US20210382751A1 (en) | Job management method and job management apparatus | |
| US8924420B2 (en) | Creating logic using pre-built controls | |
| CN104572661A (en) | Terminal equipment and information processing method | |
| CN109254820A (en) | Close method, apparatus, terminal and computer readable storage medium | |
| US20090168092A1 (en) | Job management and scheduling method for network system | |
| US20220365861A1 (en) | Automated actions based on ranked work events | |
| CN109712613A (en) | Semantic analysis library update method, device and electronic equipment | |
| CN105930262A (en) | Application program user interface automated testing method and electronic device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant |