CN113722008A - User operation optimization method and system, and computer-readable storage medium - Google Patents

User operation optimization method and system, and computer-readable storage medium Download PDF

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Publication number
CN113722008A
CN113722008A CN202110984129.0A CN202110984129A CN113722008A CN 113722008 A CN113722008 A CN 113722008A CN 202110984129 A CN202110984129 A CN 202110984129A CN 113722008 A CN113722008 A CN 113722008A
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China
Prior art keywords
user
combination
shortcut
operations
preset
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CN202110984129.0A
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Inventor
徐甘来
刘慧�
宋海川
张弘韬
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Gree Electric Appliances Inc of Zhuhai
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Gree Electric Appliances Inc of Zhuhai
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Priority to CN202110984129.0A priority Critical patent/CN113722008A/en
Publication of CN113722008A publication Critical patent/CN113722008A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/445Program loading or initiating
    • G06F9/44505Configuring for program initiating, e.g. using registry, configuration files
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484Interaction 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The invention discloses a method and a system for optimizing user operation and a computer-readable storage medium. The optimization method of the user operation comprises the following steps: monitoring user operation; every time user operation is monitored, adding the user operation into a historical operation library according to the operation time sequence; when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence of the user operations, and the operation combination is judged to be common, prompting the user to store the operation combination as a preset shortcut; and if the user selects to store, generating a preset shortcut of the operation combination. The shortcut of the invention does not need the user to carry out complicated setting, and the invention has no limit to the user to use the skilled program and automatically realizes the optimization of the user operation.

Description

User operation optimization method and system, and computer-readable storage medium
Technical Field
The present invention relates to the field of software technologies, and in particular, to a method and a system for optimizing a user operation when operating software, and a computer-readable storage medium.
Background
When a user operates a software application environment such as a computer, a mobile phone and the like, repetitive operations are often performed, and the repetitive operations may involve one piece of software and one piece of file, or may involve a plurality of pieces of software and a plurality of files. For example, when a user uses software with complex functions, the user often needs to go through a series of tedious operations to obtain a desired result, for such a situation, in the prior art, some operations set the common operations of the user as shortcut keys to facilitate the use of the user, but the shortcut keys are fixed and need to be obtained based on previous big data analysis, and the number of the shortcut keys is small, because the use modes of the user are different, a corresponding shortcut key cannot be set for all the common operations of all the users.
The software provides the user with the function of active setting, the user can initiate setting of the shortcut key and then generate the shortcut key according to the operation of the user, which requires the user to be familiar with the operation to be performed by the user in advance, but in most cases, the user can realize that the current operation is the repeated operation after performing repeated operation for many times, then initiate setting again, and can store the operation as the shortcut key after performing repeated operation for one time, and the mode can never be utilized by people who are not familiar with the function.
Therefore, how to provide an optimization method for user operation is an urgent technical problem to be solved in the industry.
Disclosure of Invention
In order to solve the technical problem that the optimization effect of the repeated operation of the user is poor in the prior art, the invention provides a user operation optimization method and system and a computer-readable storage medium.
The optimization method for the user operation provided by the invention comprises the following steps:
step 1, monitoring user operation;
step 2, every time the user operation is monitored, adding the user operation into the historical operation library according to the operation time sequence;
step 3, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence of the user operations, and the operation combination is judged to be frequently used, prompting the user to store the operation combination as a preset shortcut;
and 4, if the user selects to store, generating a preset shortcut of the operation combination.
Further, the step 3 specifically includes:
step 3.1, combining the last N user operations in the historical operation library into a current target operation, wherein N =2 or N > 2;
step 3.2, analyzing whether the frequency of the current target operation in the historical operation library exceeds a threshold value;
3.3, if the current target operation time exceeds the preset target operation time, combining the user operation with the operation time closest to the current target operation into the current target operation, and returning to the step 3.2 to continue the analysis;
step 3.4, if the operation time does not exceed the preset time, removing the user operation with the longest operation time in the current target operation from the current target operation;
step 3.5, taking the current target operation without one user operation as the operation combination;
and 3.6, prompting the user to store the shortcut as a preset shortcut.
Further, step 5 is included, and if the user selects to ignore, the operation combination is marked as ignored.
Further, before prompting the user to store the operation combination as the preset shortcut, judging whether the operation combination is marked to be ignored, and if so, not prompting the user.
Further, when the operation combination is marked as ignored and the number of times of reappearance exceeds the ignore threshold, prompting the user to store the operation combination as the preset shortcut again, and executing the step 4 or the step 5 according to the selection of the user.
Further, in the step 2, when the user operation is monitored, whether the user operation is the first user operation in the stored preset shortcut is judged, if yes, the preset shortcut is popped up for the user to select, and once the user selects, other user operations in the preset shortcut are automatically executed in sequence.
Further, the user operation in the operation combination can be set as a selectable corresponding target and then stored as a preset shortcut.
Further, when the preset shortcut is automatically executed in sequence and the currently executed user operation is the user operation capable of selecting the corresponding target, all targets which can be selected by the user operation are popped up, and after the user selects the corresponding target, other user operations are automatically executed in sequence.
Further, the user operation includes user operations in different software in one device and/or user operations in the same software.
Further, the preset shortcut is any one of a shortcut key, a file and database information.
The invention provides an optimization system for user operation, which comprises:
the monitoring module is used for monitoring user operation;
the historical operation library is used for storing user operations and operation time corresponding to the user operations according to the operation time sequence;
and the analysis processing module is used for analyzing the user operation in the historical operation library, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence, and the occurrence frequency of the operation combination exceeds a threshold value, prompting the user to store the operation combination as a preset shortcut, and once the user selects to store the operation combination, generating the preset shortcut of the operation combination.
Further, the analysis processing module marks the combination of operations as ignored when the user selects to ignore.
Further, the preset shortcut is any one of a shortcut key, a file and database information.
The computer-readable storage medium provided by the present invention is used for storing a computer program, and when the computer program runs, the method for optimizing a user operation according to the above technical solution is executed.
The method analyzes the user operation, actively reminds the user when a common user operation combination appears, prompts whether the user needs to store the shortcut as a corresponding shortcut (such as a shortcut key), once the user determines to store the shortcut, the user can directly click the shortcut to automatically execute the combination of a plurality of user operations, or the user executes the first user operation, the user automatically jumps out of the shortcut for the user to select, and after the user selects the shortcut, other user operations in the combination are automatically executed.
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The invention is described in detail below with reference to examples and figures, in which:
FIG. 1 is a flow chart of an embodiment of the present invention.
Detailed Description
In order to make the technical problems, technical solutions and advantageous effects to be solved by the present invention more clearly apparent, the present invention is further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Thus, a feature indicated in this specification will serve to explain one of the features of one embodiment of the invention, and does not imply that every embodiment of the invention must have the stated feature. Further, it should be noted that this specification describes many features. Although some features may be combined to show a possible system design, these features may also be used in other combinations not explicitly described. Thus, the combinations illustrated are not intended to be limiting unless otherwise specified.
The principles of the present invention will be described in detail below with reference to the accompanying drawings and embodiments.
As shown in fig. 1, the method for optimizing user operations according to the present invention needs to monitor user operations on a device, and the device is not limited to any electronic device such as a mobile phone, a computer, and a tablet computer, which can be installed with software. Once the user performs the operation, that is, the user operation is monitored, the user operation is added to the historical operation library according to the operation time sequence, the user operation and the operation time corresponding to the user operation are stored in the historical operation library, and the user operation is stored according to the sequence of the operation time.
Analyzing the user operation in the historical operation library, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence, and the operation combination is judged to be common, prompting the user to store the operation combination as a preset shortcut, if the user selects to store, generating the preset shortcut of the operation combination, and if the user selects to ignore, marking the operation combination as ignored. If the user chooses not to save, then no processing is performed.
The specific analysis process of the historical operation library is described below, and the following analysis process can be executed when user operation is monitored each time, or the analysis can be started after M user operations are performed by a user after the equipment is started each time, wherein M is larger than or equal to 4.
The last N user operations in the historical operation library are combined into the current target operation, N =2 or N > 2, and in a preferred embodiment, the initial value of N is 2.
And analyzing whether the number of times of the current target operation appearing in the historical operation library exceeds a threshold value, wherein the threshold value can also be 2 or a numerical value larger than 2. In other embodiments, other methods may be used to determine whether the operation combination is common, including but not limited to a decision tree algorithm, an association rule, and the like.
If the number of times of occurrence of the current target operation exceeds the threshold, combining the user operation with the operation time closest to the current target operation into the current target operation, that is, N = N +1, for example, when the current target operation is 2 user operations, it is necessary to take the 3 user operations with the closest operation time as new current target operations, then returning to the previous step to continuously analyze whether the number of times of occurrence of the three user operations exceeds the threshold, and looping back the user operation all the time according to the method; if the current target operation does not exceed the threshold, the current target operation of the previous round is the operation combination repeatedly performed by the user, and in this case, N = N-1, that is, the user operation with the longest operation time in the current target operation is removed from the current target operation.
And then taking the current target operation without one user operation as an operation combination, and prompting the user to store the current target operation as a preset shortcut.
For example, when there are 4 user operations in the historical operation library and the threshold is 2, the analysis may be started, and if the 4 user operations are exactly operation 1, operation 2, operation 1, and operation 2, the user may be prompted whether to save operation 1+ operation 2 as an operation combination as a shortcut key.
As another example, assume that the threshold is 3, i.e., a set of user operations repeated 3 times is considered to be a common operation. The user's history operations before are: operation 1, operation 2, operation 3, operation 4, operation 2, and operation 3, where the user performs operation 4 again, the operation 4 is stored in the history operation library: operation 1, operation 2, operation 3, operation 4, operation 2, operation 3, operation 4.
During analysis, the last 2 steps of operation are selected to form a current target operation T: operation 3+ operation 4.
And detecting the occurrence frequency of the current target operation T in the historical operation library, wherein the result is 3.
Selecting the last 3 steps of operation to form a new current target operation T: operation 2+ operation 3+ operation 4.
And detecting the frequency of the current target operation T in the historical operation library, and jumping out of the loop if the result is 2.
And removing the operation 2 in the current target operation T, changing the operation into an operation 3+ operation 4, and taking the operation 3+ operation 4 as an operation combination to prompt the user to store as a shortcut key.
In a preferred embodiment, before prompting the user to save the operation combination as a shortcut key, whether the operation combination is marked as ignored is judged, and if the operation combination is marked as ignored, the user is not prompted.
In a further embodiment, considering that the user may have a misoperation, for example, the user may want to save the shortcut key result to ignore, and for example, the user may not want the shortcut key currently, and then use the operation combination, when the operation combination is marked as ignored and appears again for more than the ignoring threshold, the user is prompted to save as the shortcut key again, at this time, the user continues to choose to ignore, and then the user is prompted when the next time the ignoring threshold is exceeded, and if the user chooses to save as the shortcut key, the operation combination is saved as the shortcut key.
Since the monitoring of the user operation is based on the device, for example, the monitoring is realized based on the triggering of the event in the operating system of the device, the user operation referred to by the present invention can be the user operation in the same software in one device, and shortcut keys are generated for a plurality of user operations in the same software. The user operation can also be the user operation of different software in one device, and shortcut keys are generated for a plurality of user operations in different software. The user operation may also be any combination of user operations of different software and user operations of the same software.
The invention also protects an optimization system of user operation, which comprises a monitoring module, a historical operation library and an analysis processing module.
The monitoring module is used for monitoring user operation.
The historical operation library stores the user operation and the operation time corresponding to the user operation according to the operation time sequence, the user operation in the historical operation library is more and more along with the accumulation of time, the user operation and the corresponding operation time can be stored by dividing a fixed storage space for the historical operation library, and after the storage is full, the user operation with the latest operation time is replaced by the user operation with the farthest operation time.
The analysis processing module analyzes the user operation in the historical operation library, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence, and the occurrence frequency of the operation combination exceeds a threshold value, the user is prompted to store the operation combination as a preset shortcut, and once the user selects to store the operation combination, the preset shortcut of the operation combination is generated. If the user chooses to ignore, the combination of operations is marked as ignored.
The user can set the name of the shortcut key when storing the operation combination as the shortcut key, the preset shortcut of the invention is not only limited to the shortcut key, but also can store the corresponding operation combination according to the scheme defined by the user, including but not limited to storing the operation combination as the shortcut key, the file, the database information, etc.
According to the technical scheme, when the method and the device are applied specifically, the shortcut key can be directly clicked, so that a plurality of user operations corresponding to the shortcut key can be automatically executed. And when the user operation is monitored, judging whether the user operation is the first user operation in the stored preset shortcut, if so, popping up the preset shortcut for the user to select, and automatically executing other user operations in the preset shortcut in sequence once the user selects.
In a preferred embodiment, the user operation in the operation combination can be set as a selectable corresponding target and then stored as a preset shortcut. When the preset shortcut stored by the user is automatically executed in sequence and the currently executed user operation is the user operation capable of selecting the corresponding target, all targets which can be selected by the user operation are popped up, and after the user selects the corresponding target, other user operations are automatically executed in sequence.
For example, the user is monitored to repeat the operations of selecting the text, copying, opening the social software W, selecting the friend A, pasting and sending for a plurality of times. The series of repeated user operations may be saved as an operation combination prompting the user to save as a shortcut key. The user names the operation combination as "send to friend A", then when the user selects the text again, a shortcut key "send to friend A" appears, and after the user clicks the shortcut key, the user operated optimization system automatically completes copying, opens social software W, selects friend A, pastes and sends.
On the basis of the fixed operation combination, the user can set the user operation of selecting the friend A as a selectable target and name the user operation of sharing to the social software W. When the user selects the text again, a shortcut key 'sharing to the social software W' appears, the user can display the friend list after clicking, the user selects the friend A, and the optimization system operated by the user automatically completes copying, opening the social software W, selecting the friend A, pasting and sending.
The present invention protects a computer-readable storage medium for storing a computer program which, when executed, performs the user operation optimization method of the present invention.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents and improvements made within the spirit and principle of the present invention are intended to be included within the scope of the present invention.

Claims (14)

1. A method for optimizing user operations, comprising:
step 1, monitoring user operation;
step 2, every time the user operation is monitored, adding the user operation into the historical operation library according to the operation time sequence;
step 3, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence of the user operations, and the operation combination is judged to be frequently used, prompting the user to store the operation combination as a preset shortcut;
and 4, if the user selects to store, generating a preset shortcut of the operation combination.
2. The method for optimizing user operations according to claim 1, wherein the step 3 specifically includes:
step 3.1, combining the last N user operations in the historical operation library into a current target operation, wherein N =2 or N > 2;
step 3.2, analyzing whether the frequency of the current target operation in the historical operation library exceeds a threshold value;
3.3, if the current target operation time exceeds the preset target operation time, combining the user operation with the operation time closest to the current target operation into the current target operation, and returning to the step 3.2 to continue the analysis;
step 3.4, if the operation time does not exceed the preset time, removing the user operation with the longest operation time in the current target operation from the current target operation;
step 3.5, taking the current target operation without one user operation as the operation combination;
and 3.6, prompting the user to store the shortcut as a preset shortcut.
3. The method for optimizing user operations of claim 1, further comprising:
and 5, if the user selects to ignore, marking the operation combination as ignored.
4. The method according to claim 3, wherein before prompting the user to save the operation combination as the preset shortcut, determining whether the operation combination is marked as ignored, and if so, not prompting the user.
5. The method for optimizing user operations according to claim 3, wherein when the number of re-occurrences exceeds the ignore threshold after the operation combination is marked as ignored, the user is prompted again to save as the preset shortcut, and step 4 or step 5 is performed according to the user's selection.
6. The method for optimizing user operations according to claim 1, wherein in step 2, each time a user operation is monitored, it is determined whether the user operation is the first user operation in the stored preset shortcut, if so, the preset shortcut is popped up for the user to select, and once the user selects, other user operations in the preset shortcut are automatically executed in sequence.
7. The method for optimizing user operations according to claim 6, wherein the user operations in the operation combination can be set as selectable corresponding targets and then stored as preset shortcuts.
8. The method for optimizing user operations according to claim 7, wherein when the preset shortcut is automatically executed in sequence, and the currently executed user operation is a user operation that can select a corresponding target, all targets that can be selected by the user operation are popped up, and after the user selects the corresponding target, other user operations are automatically executed in sequence.
9. Method for optimizing user actions according to any of the claims 1 to 8, characterized in that the user actions comprise user actions in different software and/or user actions in the same software in one device.
10. The method for optimizing user operations according to any one of claims 1 to 8, wherein the preset shortcut is any one of a shortcut key, a file, and database information.
11. A system for optimizing user operations, comprising:
the monitoring module is used for monitoring user operation;
the historical operation library is used for storing user operations and operation time corresponding to the user operations according to the operation time sequence;
and the analysis processing module is used for analyzing the user operation in the historical operation library, when a plurality of user operations with the latest operation time in the historical operation library form an operation combination according to the operation sequence, and the occurrence frequency of the operation combination exceeds a threshold value, prompting the user to store the operation combination as a preset shortcut, and once the user selects to store the operation combination, generating the preset shortcut of the operation combination.
12. The user-operated optimization system of claim 11, wherein the analysis processing module marks the combination of operations as ignored when the user selects to ignore.
13. The method for optimizing user operations according to claim 11, wherein the preset shortcut is any one of a shortcut key, a file, and database information.
14. A computer-readable storage medium for storing a computer program, characterized in that it executes a method for user-operated optimization according to any one of claims 1 to 10 when the computer program is run.
CN202110984129.0A 2021-08-25 2021-08-25 User operation optimization method and system, and computer-readable storage medium Pending CN113722008A (en)

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US20130254720A1 (en) * 2010-12-22 2013-09-26 Zte Corporation Method and device for realizing shortcut in mobile terminal
CN105157165A (en) * 2015-07-31 2015-12-16 广东美的制冷设备有限公司 Method and system for forming commonly-used continuous actions of air conditioner and intelligent terminals
CN107918509A (en) * 2017-06-26 2018-04-17 平安普惠企业管理有限公司 Software shortcut prompting method to set up, device and readable storage medium storing program for executing
CN109426534A (en) * 2017-08-24 2019-03-05 北京国双科技有限公司 A kind of reminding method and device of shortcut key
WO2021017853A1 (en) * 2019-07-27 2021-02-04 华为技术有限公司 Method for recommending operation sequence, terminal, and computer readable medium

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Publication number Priority date Publication date Assignee Title
US20130254720A1 (en) * 2010-12-22 2013-09-26 Zte Corporation Method and device for realizing shortcut in mobile terminal
CN102779067A (en) * 2012-06-27 2012-11-14 华为技术有限公司 Method and device of shortcut operation setup
CN105157165A (en) * 2015-07-31 2015-12-16 广东美的制冷设备有限公司 Method and system for forming commonly-used continuous actions of air conditioner and intelligent terminals
CN107918509A (en) * 2017-06-26 2018-04-17 平安普惠企业管理有限公司 Software shortcut prompting method to set up, device and readable storage medium storing program for executing
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