CN112289320A - Intelligent terminal voice control method, system and readable storage medium - Google Patents
Intelligent terminal voice control method, system and readable storage medium Download PDFInfo
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Abstract
The invention provides an intelligent terminal voice control method, an intelligent terminal voice control system and a readable storage medium, which are used for controlling voice commands of an intelligent terminal of an android system. The intelligent terminal receives the voice command to be processed and converts the voice command to be processed into a control text; if the control text simultaneously corresponds to the menu text and the application text to be operated on the interactive interface of the intelligent terminal, determining a use index corresponding to the menu text and a use index corresponding to the application text to be operated according to the historical behavior record of the user; and determining the target operation object as an operation control corresponding to the menu text or an operation control corresponding to the application text to be operated according to the use index corresponding to the menu text and the use index corresponding to the application text to be operated. The method and the device can determine the interface operation corresponding to the voice content according to the using habit of the user, solve the problem of operation conflict when a plurality of texts or functional contents on the interface are the same as the voice content, and improve and optimize the experience of the user in the process of controlling the intelligent terminal by the voice.
Description
Technical Field
The invention relates to the technical field of voice recognition, in particular to a voice control method and system for an intelligent terminal and a readable storage medium.
Background
At present, the method for controlling the Android system by voice based on artificial intelligence mainly comprises the steps of converting voice content input by a user into text content, further converting the text content into a control instruction, subdividing the field according to the control instruction and finally realizing the control of a terminal. Generally, each piece of voice content in the prior art voice control technology finally realizes a control operation corresponding to a terminal, for example, a scenario one shown in a main Interface of a smart television with an android intelligent system installed in fig. 1, a menu and a functional element including text information of "kid" in a Graphical User Interface (GUI) shown in the scenario one include a kid channel and a kid menu, and if a User inputs a voice command of "kid" through a voice function under the Interface, after receiving the voice message and converting the voice message into a text control command of the kid, the system determines whether to switch to the kid channel or to a control command on the kid menu of the current Interface, a command control conflict occurs. Similarly, in a scenario two shown in fig. 2, which is a main interface of a smart tv with an android intelligent system installed therein, a graphical user interface in the scenario two contains text of "HDMI 3" for switching a source and "HDMI 3" in a menu, if a user inputs a voice command of "HDMI 3" through a voice function in the graphical user interface in the scenario two, after receiving the voice and converting the voice into a text control command of "HDMI 3", a command control conflict also occurs when determining to switch to "HDMI 3" of the source or directly perform a control command of current menu switching. Here are just two examples of application scenarios, and there are many similar situations in practical use, namely the problem that the currently input speech content is converted into control commands for decision making.
Accordingly, the prior art is yet to be improved and developed.
Disclosure of Invention
In view of the defects of the prior art, the invention provides the intelligent terminal voice control method which can solve the problem that the control command conflicts when the user operates the intelligent terminal device by voice.
The technical scheme adopted by the invention for solving the technical problem is as follows:
an intelligent terminal voice control method is used for controlling voice commands of an intelligent terminal of an android system and comprises the following steps:
the intelligent terminal receives a voice command to be processed and converts the voice command to be processed into a control text;
if the control text simultaneously corresponds to the menu text and the application text to be operated on the interactive interface of the intelligent terminal, determining a use index corresponding to the menu text and a use index corresponding to the application text to be operated according to the historical behavior record of the user;
determining a target operation object according to the use index corresponding to the menu text and the use index corresponding to the application text to be operated; and the target operation object comprises an operation control corresponding to the menu text or an operation control corresponding to the application text to be operated.
As an improved technical solution, the statistics of the user historical behavior record specifically includes the following steps:
the intelligent terminal starts a first application, acquires system time when the first application is started, and records the system time when the first application is started as the starting time of the first application;
the intelligent terminal obtains the latest running application in the intelligent terminal system at intervals of preset time;
judging whether the first application and the application which is operated latest in the intelligent terminal system are the same application or not;
if the first application and the latest running application in the intelligent terminal system are not the same application, acquiring a system time record, and recording the system time as the end time of the first application;
and the intelligent terminal records the starting time and the ending time of the first application as a user historical behavior record.
As an improvement, after the step of determining whether the first application and the application that is newly running in the intelligent terminal system are the same application, the method further includes: if the first application and the latest running application in the intelligent terminal system are judged not to be the same application, the intelligent terminal records the end time of the first application as the start time of the latest running application, subsequently recycles the interval preset time to obtain the latest application in the intelligent terminal system for judgment, and records the start time and the end time of the latest running application until the intelligent terminal is shut down.
As an improvement, after the intelligent terminal records the start time and the end time of the first application as the user historical behavior record, the method further includes: and forming a statistical file by using statistical information recorded by the user behavior, wherein the statistical information in the statistical file comprises the name of the application package, the application use times and the application use duration.
As an improvement scheme, the statistical files are uploaded and stored to the cloud.
As an improved scheme, the specific calculation of the usage index corresponding to the menu text and the application text to be operated includes the following steps:
respectively acquiring the use duration and the use times of the menu text and the application text to be operated;
and respectively calculating the use indexes of the menu text and the application text to be operated according to a formula of using times multiplied by a + using time length multiplied by b.
As an improvement, after the step of determining the target operation object according to the usage index corresponding to the menu text and the usage index corresponding to the application text to be operated, the method further includes: and the intelligent terminal selects a determination target operation object with the highest use index in the use index corresponding to the menu text and the use index corresponding to the application text to be operated, and determines the determination target operation object with the latest historical operation time according to the historical behavior record of the user when the use index corresponding to the menu text is the same as the use index corresponding to the application text to be operated.
The invention also provides an intelligent terminal voice control system, which is used for controlling the voice command of the intelligent terminal of the android system, and comprises a user behavior recording module, a voice information conversion module and a voice command execution module;
the user behavior recording module is used for counting user behavior records by the intelligent terminal;
the voice information conversion module is used for receiving voice information input by a user and converting the voice information into a control text by the intelligent terminal;
the voice command execution module is used for judging that when the contents of the control text converted by the voice information conversion module and the menu text and the application text to be operated on the interactive interface of the intelligent terminal are the same, the intelligent terminal executes corresponding operation from the user behavior record counted by the user behavior recording module when the menu text and the application text to be operated have the highest use indexes, and if the use indexes of the menu text and the application text to be operated are the same, the intelligent terminal selects the operation with the latest historical operation time to execute.
As an improved scheme, the function of the user behavior recording module for counting user behavior records specifically includes:
the intelligent terminal starts a first application, acquires system time when the first application is started, and records the system time when the first application is started as the starting time of the first application;
the intelligent terminal obtains the latest running application in the intelligent terminal system at intervals of preset time;
judging whether the first application and the application which is operated latest in the intelligent terminal system are the same application or not;
if the first application and the latest running application in the intelligent terminal system are not the same application, acquiring a system time record, and recording the system time as the end time of the first application;
and the intelligent terminal records the starting time and the ending time of the first application as a user historical behavior record.
As an improved scheme, after judging whether the first application is the same as the application running latest in the intelligent terminal system, if the first application is judged not to be the same as the application running latest in the intelligent terminal system, the intelligent terminal records the end time of the first application as the start time of the application running latest, subsequently recycles the interval preset time to obtain the latest application in the intelligent terminal system for judgment, and records the start time and the end time of the application running latest until the intelligent terminal is turned off.
As an improvement, after recording the start time and the end time of the first application as the historical behavior record of the user, the user behavior recording module further forms statistical information of the user behavior record into a statistical file, where the statistical information in the statistical file includes an application package name, application use times, and application use duration.
The invention also provides a readable storage medium, wherein the readable storage medium stores a program for the voice control of the intelligent terminal, and the steps of the voice control method of the intelligent terminal are realized when the program for the voice control of the intelligent terminal is executed by a processor.
Compared with the prior art, the method and the system have the advantages that the using condition of the application in the intelligent terminal is counted by recording the behavior record of the user during the use of the intelligent terminal, when a plurality of applications or menu contents are the same as the contents of the voice control command on the interactive interface of the intelligent terminal when the voice control system of the intelligent terminal is used, the intelligent terminal can independently select according to the corresponding use indexes of the application or menu functions in the intelligent terminal, and a target operation object is determined, so that when the user performs man-machine interaction with the intelligent terminal by adopting voice control, the intelligent terminal can make an intelligent decision according to the history behavior record data of the user, and accurately responds to the voice control command of the user.
Drawings
The embodiments of the invention will be further described with reference to the accompanying drawings, in which:
fig. 1 is a schematic diagram of a smart television main interface scene one with an android intelligent system installed.
Fig. 2 is a schematic diagram of a second smart television main interface scene with an android intelligent system installed.
Fig. 3 is a flowchart of a voice recognition method for an intelligent terminal according to a preferred embodiment of the present invention.
Fig. 4 is a flowchart of a method for recognizing a voice of an intelligent terminal according to a preferred embodiment of the present invention.
Fig. 5 is a schematic structure diagram of a preferred embodiment of the intelligent terminal voice recognition system of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer and clearer, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The invention provides a voice control method and a voice control system, which mainly aim at the problem of command conflict after voice recognition caused by the same text appearing on an interface in the voice control process. The method and the system can be applied to intelligent terminal equipment, for example, the intelligent terminal equipment provided with an android system. In this embodiment, the intelligent terminal can provide an interactive operation between the display interface and the user, for example, Android intelligent terminal devices such as an Android smart television and an Android tablet computer are only exemplified herein, but not limited to the intelligent terminal devices, and it should be noted that, by using an Android (Android) system and having an interactive operation interface, the intelligent terminal devices providing a voice recognition function are all adapted to the technical solution of the present invention. The intelligent terminal can support voice commands to perform control operation is a basic condition of the technical scheme, the system counts the use condition of each application during the period from the startup to the shutdown of the system, namely during the operation of the intelligent terminal equipment, generates a statistical file of the use condition of each application and stores the statistical file in the local, and the use condition of each application in the configuration file is obtained from the cloud when the system is restarted and used each time so as to obtain the use condition of each application on the intelligent terminal, including relevant information such as the use time length and the frequency of each application. When a user operates the intelligent terminal by voice control, after the voice content input by the user is converted into text content to obtain an instruction for controlling the application to be operated, the application use duration of the current input voice content on the interface is compared with the application use duration to be operated according to the statistical file to determine which voice content on the execution interface is matched with. According to the technical scheme, the interface operation corresponding to the voice content of the user can be determined according to the using habit of the user, the problem of operation conflict when a plurality of texts or functional contents on the interface are the same as the voice content is solved, and the experience of the user in the process of controlling the intelligent terminal by the voice is improved and optimized.
Fig. 1 is a flow chart showing a preferred embodiment of a voice control method of the present invention, and the following describes in detail the implementation steps of the method with reference to fig. 1, where the preferred embodiment of the method of the present invention includes the following steps:
and S100, the intelligent terminal receives a voice command to be processed and converts the voice command to be processed into a control text.
In this embodiment, the to-be-processed voice command may be understood as voice information carrying a control command input by a user in the interactive interface. Specifically, when receiving a to-be-processed voice command input by a user on an interactive interface, the intelligent terminal needs to convert the to-be-processed voice command into a control text. The control text is a form that the voice command to be processed received by the intelligent terminal is converted into a text by a voice recognition technology, and the text converted from the voice command to be processed represents the control command which is input by a user, namely the control text. The intelligent terminal performs operation control by taking the control text as a control command, for example, the intelligent terminal receives a to-be-processed voice command of a user voice input of switching to an HDMI (high-definition multimedia interface) source, converts the to-be-processed voice command into the control text of the text switching to the HDMI source through a voice recognition technology, recognizes the to-be-switched to the HDMI source control text as the control text that the user wants to control to switch the input source of the intelligent terminal to the HDMI source, and then the control system switches the input source to the HDMI source, so that the purpose of converting voice information input to the intelligent terminal by the user into the control text and further controlling the system to perform source switching is achieved.
Step S200, if the control text simultaneously corresponds to the menu text and the application text to be operated on the interactive interface of the intelligent terminal, determining a use index corresponding to the menu text and a use index corresponding to the application text to be operated according to the historical behavior record of the user. The menu text on the interactive interface refers to the text in the menus designed on each interactive interface designed on the intelligent terminal, including the first-level menu, the second-level menu, the third-level menu and the like, for example, the first-level menu is a system, the text of the second-level menu, such as language setting, input method setting, live broadcast information source setting and the like, is also arranged below the first-level menu of the system, the text of the third-level menu, such as HDMI3, is also arranged below the second-level menu set by the live broadcast information source, and the text information in the first-level, second-level and third-level menus is. The application text to be operated is not a text appearing on the interactive interface of the intelligent terminal, and is a system command inside the intelligent terminal system, for example, a command containing HDMI3 in the intelligent terminal system, or a text of a system command such as a command of language setting. In this embodiment, the usage index corresponding to the menu text and the usage index corresponding to the to-be-operated application text refer to an index of usage frequency obtained by comprehensively adding the number of times that the menu text and the to-be-operated application text are operated in the historical usage process of the intelligent terminal and the length of time that the menu text and the to-be-operated application text are operated each time, and the practical index corresponding to the menu text and the usage index corresponding to the to-be-operated application text sufficiently reflect the frequency that the intelligent terminal is operated by the system in the historical usage process, and can effectively represent the number of times and the frequency that the menu text and the to-be-operated application text are executed by the system.
The user historical behavior record refers to a record of all operations of the user on the intelligent terminal device during the use of the intelligent terminal device, and the record of the user on the operations of the intelligent terminal device generally includes:
firstly, recording a startup and shutdown record, wherein an intelligent terminal records the startup time of a user for starting the terminal and the time for closing the terminal, and the startup time and the shutdown time are respectively stored as the startup time and the shutdown time of the user and are used as user operation records in a user historical behavior record;
the application record is used for storing information of the user operation application, such as the time when the user starts to enter a certain application and the time when the user leaves the application during the startup of the intelligent terminal, and respectively recording the starting time and the exiting time of the application as the behavior record of the user operation application;
recording system information, storing system information and application information in the system, such as operation of obtaining system memory information by a user, operation of obtaining memory occupied by the application and the like, and taking the operation as behavior record of user operation;
the key information record is used for storing the relevant information of the key used in the intelligent terminal operated by the user, such as the record of the start time and the end time of the key operation and the key value of the key in the user operation, and can also be used as the behavior record of the user operation;
and fifthly, recording peripheral information, and storing information of the operation of the user on the external input equipment, such as the USB flash disk insertion time, the USB flash disk extraction time, the USB flash disk storage size and the like of the user.
The key information and peripheral information recording triggering conditions in the user behavior record are corresponding information recording by monitoring key operation and external equipment insertion and extraction operation in an Android system. The system information in the system information record and the application information in the system can be calculated according to the application record information. The application record, that is, the application information operated by the user, is generated along with the operation of the user, and the user historical behavior record in the present invention mainly refers to the record of the operation performed by the user on the application of the system, for example, the user starts a certain application to use during the startup period of the intelligent terminal and subsequently closes the application, wherein starting the certain application and closing the application are both regarded as the operation performed by the user on the application of the system, and the time of starting the application and closing the application by the user are respectively recorded, so as to form the user historical behavior record of the user on the application operation by the user. The user historical behavior records can truly reflect the specific operation behaviors of the actual user, and the recording and counting of the operation behaviors of the user are the basis for judging the operation behaviors of the user selected by the occurrence of voice content conflicts on the subsequent interactive interface.
Specifically, the process of counting the historical behavior records of the user by the intelligent terminal can be understood by combining with the flow chart of counting the historical behavior records of the user in the preferred embodiment of the method shown in fig. 4, and specifically includes the following steps:
the system of the intelligent terminal is started, whether the system is in a shutdown state or not is judged, if the system is in the shutdown state, the intelligent terminal obtains an operation record corresponding to a user in a time period from startup to shutdown, namely a historical behavior record of the user, calculates a statistical file of the startup user at this time, and distributes the statistical file to a cloud.
And if the system is in a starting state, the intelligent terminal starts a first application, acquires the system time when the first application is started, and records the system time when the first application is started as the starting time of the first application. Specifically, in the Android system, a user needs to store an application package name of an application after starting the application.
And the intelligent terminal acquires the latest running application in the intelligent terminal system at preset time intervals. In the Android system, the latest running application in the system can be acquired through a TopActive function, and the latest running application package name in the system is acquired through TopActive.
After the intelligent terminal obtains the latest running application in the intelligent terminal system, judging whether the first application and the latest running application in the intelligent terminal system are the same application. In this embodiment, the newly-run application refers to the application that has been run in the intelligent terminal system last time.
And if the first application is not the same application, acquiring a system time record, and recording the system time as the end time of the first application. Wherein, counting the first application can be recorded by adopting the following format:
the application package name t1 is the start date, and the time t2 is the end date and time; t1 and t2 are variables for recording the start time and the end time of the application program, respectively.
When the first application is different from the newly running application, it indicates that the first application has changed at this time, and the user has exited the first application, and the preset time in the interval preset time may be selected according to an empirical value, which is not limited herein. If the first application has changed, i.e. quits the system or is suspended temporarily, the corresponding application package name may be recorded, and the start time and the end time of the application program may be saved, i.e. the user behavior during the startup of the intelligent terminal may be recorded to facilitate subsequent data statistics.
As another preferable mode, when it is determined that the current application is not the same as the application that is newly run in the intelligent terminal system, the intelligent terminal further records the end time of the first application as the start time of the application that is newly run, subsequently recycles the interval preset time to obtain the latest application in the intelligent terminal system for determination, determines whether the application that is newly run is the same as the first application, and when the application that is newly run is not the same as the first application, records the start time and the end time of the application that is newly run until the intelligent terminal is turned off. For example, the user behavior record during the startup of an intelligent terminal device is counted as shown in table 1 below, and the user behavior and the operation time record of the corresponding behavior are recorded in table 1, and a user historical behavior record is formed together.
TABLE 1
As can be seen from table 1 above, the user records the operation of the application during the time period from power on to power off. After recording the user behavior record during the startup period, the intelligent terminal counts the applied statistical information during the startup period according to the user behavior record to form a statistical file, wherein the statistical information in the statistical file comprises an application package name, application use times and application use duration. Preferably, the statistical file can be uploaded to and stored in a cloud, and the limited storage space of the intelligent terminal can be saved after the statistical file is uploaded to the cloud. For example, the record of the user behavior during the first boot is calculated according to the user behavior operation record in table 1 above to generate a statistical file as in table 2 below, where the format of the statistical file is number, package name of the application program, number of usage times, and usage duration.
TABLE 2
| Numbering | Application package name | Number of times of use | Time length (unit: hour) |
| 1 | Com.app1 | 5 | 1 |
| 2 | Com.app2 | 2 | 0.5 |
It should be noted that the information of the statistics file record and the file format are exemplified in table 2.
Step S300, determining a target operation object according to the use index corresponding to the menu text and the use index corresponding to the application text to be operated; and the target operation object comprises an operation control corresponding to the menu text or an operation control corresponding to the application text to be operated.
After the intelligent terminal converts the voice information content input by the user into the control text, the technical scheme of the invention makes a decision for the situation that a plurality of contents identical to the control text exist on the interactive interface, and the situation that the contents identical to the control text conflict is generated is described in the above fig. 1 and fig. 2. In case of conflict, the system needs to intelligently make a decision to select the operation which the user most wants to execute to operate, so that the experience of the user can be greatly improved, and the intelligent operation of the intelligent terminal is really realized. The usage index corresponding to the menu text and the usage index corresponding to the application text to be operated can be obtained from the user historical behavior record statistics, and the usage index can be calculated according to the following formula:
the usage index is the number of times of use × a + the length of use × b, wherein the parameters a and b can be adjusted to the optimum parameters according to the actual use situation. The menu text use index and the application text use index to be operated can be respectively obtained by combining the calculation formula of the use index with the historical behavior record data of the user, and the system selects the highest person according to the size of the menu text use index and the application text index to be operated to determine the target operation object. It should be noted that, if the usage index of the menu text (or the application text to be operated) is higher, it indicates that the usage frequency of the menu text (or the application text to be operated) is higher, and it represents that the possibility that the user wants to control the menu text (or the application text to be operated) is higher; on the contrary, if the usage index of the menu text (or the application text to be operated) is lower, it indicates that the usage frequency of the menu text (or the application text to be operated) is lower, and the probability that the user wants to control the menu text (or the application text to be operated) is lower. Here, the operation object includes an operation control corresponding to the menu text or an operation control corresponding to the application text to be operated. And when the usage index corresponding to the menu text is the same as the usage index corresponding to the application text to be operated, determining the determined target operation object with the latest historical operation time according to the historical behavior record of the user.
The invention also provides an intelligent terminal voice control system, which is used for controlling the voice command of the intelligent terminal of the android system, and as shown in fig. 5, the intelligent terminal voice control system 60 comprises a user historical behavior recording module 61, a voice information conversion module 62 and a voice command execution module 63.
The user behavior recording module 61 is configured to count the historical behavior records of the user by the intelligent terminal. The function of the user historical behavior recording module for counting the user behavior records specifically comprises the following steps:
the intelligent terminal starts a first application, acquires system time for starting the first application, and records the system time for starting the first application as the starting time of the first application;
the intelligent terminal obtains the latest running application in the intelligent terminal system at intervals of preset time;
judging whether the first application and the application which is operated latest in the intelligent terminal system are the same application or not;
if the first application and the latest running application in the intelligent terminal system are not the same application, acquiring a system time record, and recording the system time as the end time of the first application;
and the intelligent terminal records the starting time and the ending time of the first application as a user historical behavior record.
As another preferred embodiment, when it is determined that the first application and the application that is newly run in the intelligent terminal system are not the same application, the intelligent terminal records the end time of the first application as the start time of the newly run application, subsequently recycles the interval preset time to obtain the latest application in the intelligent terminal system for determination, and records the start time and the end time of the newly run application until the intelligent terminal is turned off.
The user historical behavior recording module is used for recording the user historical behavior record and then counting applied statistical information according to the user historical behavior record to form a statistical file uploading cloud, and the statistical information in the statistical file comprises an application package name, application use times and application use duration.
The specific recording process of the user behavior in the user behavior recording module 61 is the same as the content of the user behavior record counted by the intelligent terminal in the preferred embodiment of the method, and is not described herein again.
The voice control content conversion module 62 is configured to receive voice information input by a user and convert the voice information into a control text.
The voice command executing module 63 is configured to determine that, when the control text converted by the voice information converting module is the same as the contents of the menu text and the application text to be operated on the interactive interface of the intelligent terminal, the intelligent terminal executes a corresponding operation from the user history behavior record counted by the user history behavior recording module when the menu text and the application text to be operated have the highest usage indexes, and if the menu text and the application text to be operated have the same usage indexes, the intelligent terminal selects the operation executed at the latest historical operation time.
The intelligent decision-making execution process of the voice command in the voice command execution module 63 is the same as the intelligent terminal decision-making operation function in step S300 in the above preferred embodiment of the method, and details are not repeated here.
The invention also provides a readable storage medium, wherein the readable storage medium stores an intelligent terminal voice control program, the intelligent terminal voice control program realizes the steps of the intelligent terminal voice control method when being executed by a processor, and the steps of the method executed by the specific program are the same as those of the preferred embodiment of the method, which are repeated herein.
It should be understood that the above-mentioned embodiments are merely preferred examples of the present invention, and not restrictive, but rather, all the changes, substitutions, alterations and modifications that come within the spirit and scope of the invention as described above may be made by those skilled in the art, and all the changes, substitutions, alterations and modifications that fall within the scope of the appended claims should be construed as being included in the present invention.
Claims (10)
1. An intelligent terminal voice control method is used for controlling an intelligent terminal voice command, and is characterized by comprising the following steps:
the intelligent terminal receives a voice command to be processed and converts the voice command to be processed into a control text;
if the control text simultaneously corresponds to the menu text and the application text to be operated on the interactive interface of the intelligent terminal, determining a use index corresponding to the menu text and a use index corresponding to the application text to be operated according to the historical behavior record of the user;
determining a target operation object according to the use index corresponding to the menu text and the use index corresponding to the application text to be operated; and the target operation object comprises an operation control corresponding to the menu text or an operation control corresponding to the application text to be operated.
2. The voice control method for the intelligent terminal according to claim 1, wherein the statistics of the user historical behavior record specifically comprises the following steps:
the intelligent terminal starts a first application, acquires system time when the first application is started, and records the system time when the first application is started as the starting time of the first application;
the intelligent terminal obtains the latest running application in the intelligent terminal system at intervals of preset time;
judging whether the first application and the application which is operated latest in the intelligent terminal system are the same application or not;
if the first application and the latest running application in the intelligent terminal system are not the same application, acquiring a system time record, and recording the system time as the end time of the first application;
and the intelligent terminal records the starting time and the ending time of the first application as a user historical behavior record.
3. The intelligent terminal voice control method according to claim 2, after the step of determining whether the first application and the application that is newly running in the intelligent terminal system are the same application, the method further comprises:
if the first application and the latest running application in the intelligent terminal system are judged not to be the same application, the intelligent terminal records the end time of the first application as the start time of the latest running application, subsequently recycles the interval preset time to obtain the latest application in the intelligent terminal system for judgment, and records the start time and the end time of the latest running application until the intelligent terminal is shut down.
4. The intelligent terminal voice control method according to any one of claims 2 or 3, wherein after the intelligent terminal records the starting time and the ending time of the first application as the user historical behavior record, the method further comprises the following steps:
and forming a statistical file by using statistical information recorded by the user behavior, wherein the statistical information in the statistical file comprises the name of the application package, the application use times and the application use duration.
5. The intelligent terminal voice control method according to claim 4, wherein the statistical file is uploaded and stored to a cloud.
6. The intelligent terminal voice control method according to claim 1, wherein the specific calculation of the usage index corresponding to the menu text and the application text to be operated comprises the following steps:
respectively acquiring the use duration and the use times of the menu text and the application text to be operated;
and respectively calculating the use indexes of the menu text and the application text to be operated according to a formula of using times multiplied by a + using time length multiplied by b.
7. The intelligent terminal voice control method according to claim 1, after the step of determining a target operation object according to the usage index corresponding to the menu text and the usage index corresponding to the application text to be operated, the method further comprising:
and the intelligent terminal selects a determination target operation object with the highest use index in the use index corresponding to the menu text and the use index corresponding to the application text to be operated, and determines the determination target operation object with the latest historical operation time according to the historical behavior record of the user when the use index corresponding to the menu text is the same as the use index corresponding to the application text to be operated.
8. An intelligent terminal voice control system is used for controlling a voice command of an intelligent terminal and is characterized by comprising a user behavior recording module, a voice information conversion module and a voice command execution module;
the user behavior recording module is used for counting user behavior records by the intelligent terminal;
the voice information conversion module is used for receiving voice information input by a user and converting the voice information into a control text by the intelligent terminal;
the voice command execution module is used for judging that when the contents of the control text converted by the voice information conversion module and the menu text and the application text to be operated on the interactive interface of the intelligent terminal are the same, the intelligent terminal executes corresponding operation from the user behavior record counted by the user behavior recording module when the menu text and the application text to be operated have the highest use indexes, and if the use indexes of the menu text and the application text to be operated are the same, the intelligent terminal selects the operation with the latest historical operation time to execute.
9. The intelligent terminal voice control system according to claim 8, wherein the function of the user behavior recording module for counting user behavior records specifically comprises:
the intelligent terminal starts a first application, acquires system time when the first application is started, and records the system time when the first application is started as the starting time of the first application;
the intelligent terminal obtains the latest running application in the intelligent terminal system at intervals of preset time;
judging whether the first application and the application which is operated latest in the intelligent terminal system are the same application or not;
if the first application and the latest running application in the intelligent terminal system are not the same application, acquiring a system time record, and recording the system time as the end time of the first application;
and the intelligent terminal records the starting time and the ending time of the first application as a user historical behavior record.
10. A readable storage medium, characterized in that the readable storage medium stores a program for intelligent terminal voice control, and the program for intelligent terminal voice control realizes the steps of the intelligent terminal voice control method according to any one of claims 1 to 7 when executed by a processor.
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