CN109522083B - Page intelligent response interaction system and method - Google Patents
Page intelligent response interaction system and method Download PDFInfo
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- CN109522083B CN109522083B CN201811429016.9A CN201811429016A CN109522083B CN 109522083 B CN109522083 B CN 109522083B CN 201811429016 A CN201811429016 A CN 201811429016A CN 109522083 B CN109522083 B CN 109522083B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/451—Execution arrangements for user interfaces
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
Abstract
The invention discloses a page intelligent response interaction system and a page intelligent response interaction method, wherein the system comprises a light application framework, an identification and trigger control module, a scene semantic data background and a control flow execution module, a light application middleware framework is utilized to model interactive display elements and data association of an interface to form an operable interface element structure model, scene environment parameters are established through a page, limited target intention data under the current scene are obtained through voice and semantic conversation processes, an interface element operation instruction control flow is formed through the intention data to form a page operation control flow recommendation list, and operation event triggering of the interface element model is realized based on the control flow to replace manual touch operation of a person. The invention can improve the application frequency and operation effect.
Description
Technical Field
The invention relates to the technical field of mobile application development and artificial intelligence application development, in particular to a page intelligent response interaction system and method.
Background
In recent decades, applications of big data, cloud computing, internet of things, mobile internet, artificial intelligence technology and various kinds of internet have appeared in sequence, and people refer to the big data, the cloud computing, the internet of things, the mobile internet, the artificial intelligence technology and the various kinds of internet as 'novel' information technology or 'new generation' information technology. The mobile development technology is very mature on IOS and Android platforms, but becomes a main bottleneck for further expanding low-frequency additional-value mobile application scenes along with the increase of application permeability of the mobile internet, high development and maintenance cost and complex application operation logic. With the application of Html5 and hybrid mobile development technology, the problem of rapidness of partial cross-platform application is solved, but the business logic abstraction degree and the multiplexing degree are low, and the contradiction between the complex function and the use frequency and the learning threshold of low-frequency application still limits the practical popularization and use effect of most mobile applications.
With the development of artificial intelligence deep learning technology, interactive technology is contemplating significant technological changes. The existing centralized voice assistant application mode is completely separated from the ecological framework of the traditional application, has the problems of wide recognition range, long AI data training and integration time, high cost, less prompt information, discontinuous application operation and the like, is difficult to popularize quickly and massively, and has a very long actual use experience distance from maturity.
Disclosure of Invention
Aiming at the defects existing in the prior art, the invention aims to provide a system and a method for scene-based intelligent page response interaction, which are used for realizing design improvement of an application based on the traditional application ecology and improving the practicability of an intelligent assistant technology and the use viscosity of a user.
In order to solve the technical problems, the invention adopts the following technical scheme:
a page intelligent response interaction system comprises a light application framework, an identification and trigger control module, a scene semantic data background and a control flow execution module;
the light application framework is used for abstracting control and element associated data of interactive display elements of the application interface;
the recognition and trigger control module is used for user voice collection, call and callback processing of voice recognition interface service, triggering semantic recognition and control flow execution;
the scene semantic data background is used for calling and calling back a semantic recognition interface service, recording user scene data and habits, recognizing user interaction statement intents, generating recommended scene interface element control flows and matching parameters according to the data, and providing a data processing interface related to semantic recognition and scene control for the recognition and trigger control module;
the control flow execution module is used for executing scene interface element control flow, realizing control event triggering of interactive display elements in the light application framework and replacing manual touch operation of people.
The page intelligent response interaction system comprises a light application framework and a response interaction system, wherein the light application framework comprises:
scene description file submodule: describing an application interface display structure, a data association relation, an event response logic and an application scene switching relation, and providing data to a file analysis submodule;
a file analysis submodule: calling data of the scene description file submodule, analyzing and processing the scene description file, generating a rendering structure, a data association structure, an event processing structure and parameters, and further processing and displaying by the file rendering submodule;
a file rendering submodule: calling data of the file analysis submodule, processing a rendering structure, calling a system rendering function, and displaying a page application scene in the mobile terminal;
the file data association management submodule comprises: calling data of the file analysis submodule, acquiring system data or application server data in the mobile application execution process according to the data association structure, properly displaying the system data or the application server data in an application interface element, providing a data read-write interface for other data access, and providing scene parameters and data related to a recommended control flow to a control flow execution module;
an event processing submodule: and intercepting a system event of the mobile terminal or responding to event call execution data in a control flow execution module, and processing application scene data or event response actions of calling scene elements.
The page intelligent response interaction system is characterized in that the identification and trigger control module comprises:
the voice data acquisition interface control submodule comprises: controlling an audio acquisition interface of the mobile terminal, acquiring an audio stream file, performing compression pretreatment on the audio stream file, and interacting data with a voice recognition processing rear-end control submodule;
the voice recognition processing back end control submodule: setting scene recognition preference parameters, receiving data collected by a voice data collection interface control submodule, calling a voice recognition service API, obtaining a result after voice processing, uploading the data to a voice recognition server, and returning the processed data to a semantic recognition and control flow execution control submodule by the server after the data is processed;
the semantic recognition and control flow execution control submodule: setting scene parameters by using data returned by the voice recognition server, calling a scene semantic data background, processing a background recognition intention result, and triggering control flow execution.
The scene semantic data background of the page intelligent response interaction system comprises:
scene definition data management submodule: the system comprises a parameter configuration module, a parameter configuration module and a user habit parameter configuration module, wherein the parameter configuration module is used for managing parameters of all scenes supported by an application, an execution intention space and a user habit parameter configuration;
the semantic recognition interface management submodule comprises: responding to the calling of the semantic recognition and control flow execution control submodule, calling a semantic recognition service back-end API, and performing intention parameter matching on a recognition result;
an intent parameter matching submodule: checking the completeness of the control flow generation parameters, and performing conversation process control with the semantic recognition interface management submodule until the control flow generation parameters are complete;
an operational intent recommendation submodule: generating a data list which is most possibly used for operation as recommended data according to the scene and the state parameters, and providing the recommended data to the identification and trigger control module;
a scene control flow generation submodule: and generating an interface display element control flow of the current scene for the intention of having complete parameters, and returning the interface display element control flow to the identification and trigger control module.
The page intelligent response interactive system is characterized in that the control flow execution module is a master control module. The control flow execution module comprises:
a recommendation operation display and operation selection submodule: displaying selectable items on an interface according to the recommended data returned by the identification and trigger control module; and recommending data, namely recommending an available operation list, wherein operation selections comprise voice, touch or default selection of recommended operation items.
A control flow analysis submodule: analyzing control flow data generated from a scene semantic data background to generate a control data interface;
the event calls the execution submodule: acquiring a control interface and a target object of the interface element of the light application framework, and managing the state of a control data interface until the execution of the control flow action is finished;
the scene parameter submission and recommended control flow request submodule: and submitting the scene parameters to a voice recognition server, requesting recommended data from a scene semantic data background through a recognition and trigger control module, returning the recommended data to a control flow execution module through a semantic recognition and control flow execution control submodule, and displaying the recommended data on a page.
In the page intelligent response interactive system, the mobile terminal is a device which can access the internet and is provided with a microphone or a display screen, and comprises a mobile phone, a television and a robot.
The invention also provides a method for page intelligent response interaction, which is realized on the basis of the system and comprises the following steps:
(1) using a light application frame to abstract page elements;
(2) performing semantic intention recognition through a voice recognition result to generate control flow data;
(3) and processing the control flow data and performing page interaction response.
In the method for page intelligent response interaction, the page element abstraction includes one or more of description information of a page, a label of the page and a unique mark number.
In the page intelligent response interaction method, the voice recognition result comes from a semantic data background facing to a light application page scene; the control flow data includes one or more user intents and data.
In the page intelligent response interaction method, the page interaction response means that information corresponding to the control flow data is presented on equipment which can be used for surfing the internet and is provided with a microphone or a display screen, such as a mobile phone, a television and a robot.
The invention utilizes a lightweight application middleware framework to model interactive display elements and data association of an interface, form an operable interface element structure model, establish scene environment parameters through a page, obtain limited target intention data under the current scene through a voice and semantic conversation process, form an interface element operation instruction control flow through the intention data, form a page operation control flow recommendation list, and realize the operation event triggering of the interface element model based on the control flow to replace manual touch operation of people. The mobile control implementation idea of the invention greatly improves the traditional pure touch operation mode of mobile application, and adopts a completely different implementation idea with a centralized voice assistant.
Compared with the prior art, the invention has at least the following beneficial effects: the method realizes the automation of the operation of the traditional application page, can reduce the application operation burden of the user, enhance the operation viscosity of the user, and improve the use frequency and the operation effect of the application.
Drawings
FIG. 1 is a block diagram illustrating a page intelligent response interaction system of the present invention.
FIG. 2 illustrates a control response process of the page intelligent response interaction method of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further 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.
Example one
The cooperation of the functional modules of the system for page intelligent response interaction is described in detail below with reference to fig. 1:
the page intelligent response interaction system comprises a light application framework, an identification and trigger control module, a scene semantic data background and a control flow execution module. The light application framework is used for abstracting control and element associated data of interactive display elements of the application interface; the recognition and trigger control module is used for user voice collection, call and callback processing of voice recognition interface service, triggering semantic recognition and control flow execution; the scene semantic data background is used for calling and calling back semantic recognition interface services, recording user scene data and habits, recognizing user interaction statement intents, generating recommended scene interface element control flows and matching parameters according to the data, and providing a data processing interface related to semantic recognition and scene control for the recognition and trigger control module.
More specifically, the light application framework comprises a scene description file submodule, a file analysis submodule, a file rendering submodule, a file data association management submodule and an event processing submodule, and the functions and the relations of the modules are as follows:
scene description file submodule: describing an application interface display structure, a data association relation, an event response logic and an application scene switching relation, and providing data to a file analysis submodule;
a file analysis submodule: calling data of the scene description file submodule, analyzing and processing the scene description file, generating a rendering structure, a data association structure, an event processing structure and parameters, and further processing and displaying by the file rendering submodule;
a file rendering submodule: calling data of the file analysis submodule, processing a rendering structure, calling a system rendering function, and displaying a page application scene in the mobile terminal;
the file data association management submodule comprises: calling data of the file analysis submodule, acquiring system data or application server data in the mobile application execution process according to the data association structure, properly displaying the system data or the application server data in an application interface element, providing a data read-write interface for other data access, and providing scene parameters and data related to a recommended control flow to a control flow execution module;
an event processing submodule: and intercepting a system event of the mobile terminal or responding to event call execution data in a control flow execution module, and processing application scene data or event response actions of calling scene elements.
The recognition and trigger control module is an executed master control mechanism and comprises a voice data acquisition interface control submodule, a voice recognition processing rear-end control submodule and a semantic recognition and control flow execution control submodule, and the functions and the relations of the submodules are as follows:
the voice data acquisition interface control submodule comprises: controlling an audio acquisition interface of the mobile terminal, acquiring an audio stream file, performing compression pretreatment on the audio stream file, and interacting data with a voice recognition processing rear-end control submodule;
the voice recognition processing back end control submodule: setting scene recognition preference parameters, receiving data collected by a voice data collection interface control submodule, calling a voice recognition service API, obtaining a result after voice processing, uploading the data to a voice recognition server, and returning the processed data to a semantic recognition and control flow execution control submodule by the server after the data is processed;
the semantic recognition and control flow execution control submodule: setting scene parameters by using data returned by the voice recognition server, calling a scene semantic data background, processing a background recognition intention result, and triggering control flow execution.
The scene semantic data background comprises a scene definition data management submodule, a semantic recognition interface management submodule, an intention parameter matching submodule, an operation intention recommendation submodule and a scene control flow generation submodule, and the functions and the relations of the submodules are as follows:
scene definition data management submodule: the system comprises a parameter configuration module, a parameter configuration module and a user habit parameter configuration module, wherein the parameter configuration module is used for managing parameters of all scenes supported by an application, an execution intention space and a user habit parameter configuration;
the semantic recognition interface management submodule comprises: responding to the calling of the semantic recognition and control flow execution control submodule, calling a semantic recognition service back-end API, and performing intention parameter matching on a recognition result;
an intent parameter matching submodule: checking the completeness of the control flow generation parameters, and performing conversation process control with the semantic recognition interface management submodule until the control flow generation parameters are complete;
an operational intent recommendation submodule: generating a data list which is most possibly used for operation as recommended data according to the scene and the state parameters, and providing the recommended data to the identification and trigger control module;
a scene control flow generation submodule: and generating an interface display element control flow of the current scene for the intention of having complete parameters, and returning the interface display element control flow to the identification and trigger control module.
The control flow execution module comprises a recommendation operation display and operation selection sub-module, a control flow analysis sub-module, an event call execution sub-module and a scene parameter submission and recommendation control flow request sub-module, and the functions and the relations of the sub-modules are as follows:
a recommendation operation display and operation selection submodule: displaying selectable items on an interface according to the recommended data returned by the identification and trigger control module;
a control flow analysis submodule: analyzing control flow data generated from a scene semantic data background to generate a control data interface;
the event calls the execution submodule: acquiring a control interface and a target object of the interface element of the light application framework, and managing the state of a control data interface until the execution of the control flow action is finished;
the scene parameter submission and recommended control flow request submodule: and submitting the scene parameters to a voice recognition server, requesting recommended data from a scene semantic data background through a recognition and trigger control module, returning the recommended data to a control flow execution module through a semantic recognition and control flow execution control submodule, and displaying the recommended data on a page.
The mobile terminal refers to a device capable of accessing the internet and having a microphone or a display screen, such as a mobile phone, a television, a robot, and the like.
It should be noted that, in this embodiment, each module is in a logical sense, and in a specific implementation, a plurality of modules may be combined into one module, and one module may also be split into a plurality of modules.
According to the page intelligent response interaction system provided by the embodiment of the invention, the light application framework is used for abstracting interface elements, the independent identification and trigger control module irrelevant to the application is used, the semantic data background facing to the light application page scene is provided, the semantic intention identification and the control flow generation are carried out on the voice identification result, and finally the intelligent response interaction is realized by processing the control flow execution module, so that the operation automation method of the traditional application page is realized, the application operation burden of a user can be reduced, the operation viscosity of the user is enhanced, and the use frequency and the operation effect of the application are improved.
Example two
Fig. 2 is a schematic diagram of a control response process of an intelligent response method according to the present invention.
The control response process of the intelligent response method is described in detail below:
initializing a system:
loading a frame in the container, mapping the voice API and the parameter edges, initializing scene background data and all initial statement databases which can be used for the scene. And starting a voice response control service, monitoring audio interception and opening events such as keyword awakening time, interface touch opening time and the like according to the program description specification file, setting a callback response interface, and registering the callback response interface with a voice recognition server and a scene semantic data background. And starting the controllable flow response service and initializing the controllable flow service. And intercepting and starting voice data service to prepare for application initialization.
Intelligent response interaction cycle:
and (5) initiating the application framework, entering an application initial page, and starting a page intelligent response interaction control circulation flow. For each application page, reading a starting page description file, creating a page according to a page description specification file, initializing page data, establishing a page light application framework, registering the page to a voice response control service, intercepting voice data, collecting page state parameters (such as description information of the page, a label of the page and a unique mark number), sending page available operation structure data and the scene state parameters of the current page to a scene semantic data background, requesting a maximum possible operation response list and matched control flow data thereof, and acquiring page intelligent response recommendation operation data. And the scene semantic data background records data submission parameters and request time to form historical data, generates intention control flow data according to the page scene information and feeds the intention control flow data back to the application. If the operation intention is unique, executing a control flow corresponding to the operation intention, submitting data or jumping to other pages, otherwise, starting an intelligent page response flow.
Intelligent response interaction flow:
and popping up an operation selection dialog box, prompting the selectable recommendation intention, simultaneously starting an audio data capturing and picking switch, and entering a user response selection callback process according to a user selection result. And starting a parameter acquisition process, and popping up the selected input item corresponding to the parameter type. Inputting a parameter item of user touch operation or a user voice parameter item, submitting an intention selection and environment parameter result, submitting the intention selection and environment parameter result to a scene semantic data background, and storing the result as operation history data. And executing the intention control flow with the parameters, realizing a final page operation result, for example, presenting information corresponding to the control flow data on a mobile phone, and entering a next page operation cycle.
It should be noted that, the steps in this embodiment are in a logical sense, and in particular, when the embodiment is implemented, multiple steps may be combined into one step, and one step may also be split into multiple steps.
The method has the advantages that the method realizes the automatic operation of the traditional application page, can reduce the application operation burden of the user, enhance the operation viscosity of the user, and improve the use frequency and the operation effect of the application.
Although the invention has been described herein with reference to illustrative embodiments thereof, it should be understood that numerous other modifications and embodiments can be devised by those skilled in the art that will fall within the spirit and scope of the principles of this disclosure. More specifically, various variations and modifications may be made to the component parts and/or arrangements of the subject combination arrangement within the scope of the disclosure herein. In addition to variations and modifications in the component parts and/or arrangements, other uses will also be apparent to those skilled in the art.
Claims (5)
1. A page intelligent response interaction system is characterized by comprising a light application framework, an identification and trigger control module, a scene semantic data background and a control flow execution module;
the light application framework is used for abstracting control and element associated data of interactive display elements of the application interface; the light application framework includes:
scene description file submodule: describing an application interface display structure, a data association relation, an event response logic and an application scene switching relation, and providing data to a file analysis submodule;
a file analysis submodule: calling data of the scene description file submodule, analyzing and processing the scene description file, generating a rendering structure, a data association structure, an event processing structure and parameters, and further processing and displaying by the file rendering submodule;
a file rendering submodule: calling data of the file analysis submodule, processing a rendering structure, calling a system rendering function, and displaying a page application scene in the mobile terminal;
the file data association management submodule comprises: calling data of the file analysis submodule, acquiring system data or application server data in the mobile application execution process according to the data association structure, properly displaying the system data or the application server data in an application interface element, providing a data read-write interface for other data access, and providing scene parameters and data related to a recommended control flow to a control flow execution module;
an event processing submodule: intercepting a system event of the mobile terminal or responding to event call execution data in a control flow execution module, and processing application scene data or event response actions of calling scene elements;
the recognition and trigger control module is used for user voice collection, call and callback processing of voice recognition interface service, triggering semantic recognition and control flow execution;
the scene semantic data background is used for calling and calling back a semantic recognition interface service, recording user scene data and habits, recognizing user interaction statement intents, generating recommended scene interface element control flows and matching parameters according to the data, and providing a data processing interface related to semantic recognition and scene control for the recognition and trigger control module;
the control flow execution module is used for executing scene interface element control flow, realizing control event triggering of interactive display elements in the light application framework and replacing manual touch operation of people.
2. The page intelligent response interaction system of claim 1, wherein the recognition and trigger control module comprises:
the voice data acquisition interface control submodule comprises: controlling an audio acquisition interface of the mobile terminal, acquiring an audio stream file, performing compression pretreatment on the audio stream file, and interacting data with a voice recognition processing rear-end control submodule;
the voice recognition processing back end control submodule: setting scene recognition preference parameters, receiving data collected by a voice data collection interface control submodule, calling a voice recognition service API, obtaining a result after voice processing, uploading the data to a voice recognition server, and returning the processed data to a semantic recognition and control flow execution control submodule by the server after the data is processed;
the semantic recognition and control flow execution control submodule: setting scene parameters by using data returned by the voice recognition server, calling a scene semantic data background, processing a background recognition intention result, and triggering control flow execution.
3. The page intelligent response interaction system of claim 2, wherein the scene semantic data background comprises:
scene definition data management submodule: the system comprises a parameter configuration module, a parameter configuration module and a user habit parameter configuration module, wherein the parameter configuration module is used for managing parameters of all scenes supported by an application, an execution intention space and a user habit parameter configuration;
the semantic recognition interface management submodule comprises: responding to the calling of the semantic recognition and control flow execution control submodule, calling a semantic recognition service back-end API, and performing intention parameter matching on a recognition result;
an intent parameter matching submodule: checking the completeness of the control flow generation parameters, and performing conversation process control with the semantic recognition interface management submodule until the control flow generation parameters are complete;
an operational intent recommendation submodule: generating a data list which is most possibly used for operation as recommended data according to the scene and the state parameters, and providing the recommended data to the identification and trigger control module;
a scene control flow generation submodule: and generating an interface display element control flow of the current scene for the intention of having complete parameters, and returning the interface display element control flow to the identification and trigger control module.
4. The page intelligent response interaction system of claim 3, wherein the control flow execution module comprises:
a recommendation operation display and operation selection submodule: displaying selectable items on an interface according to the recommended data returned by the identification and trigger control module;
a control flow analysis submodule: analyzing control flow data generated from a scene semantic data background to generate a control data interface;
the event calls the execution submodule: acquiring a control interface and a target object of the interface element of the light application framework, and managing the state of a control data interface until the execution of the control flow action is finished;
the scene parameter submission and recommended control flow request submodule: and submitting the scene parameters to a voice recognition server, requesting recommended data from a scene semantic data background through a recognition and trigger control module, returning the recommended data to a control flow execution module through a semantic recognition and control flow execution control submodule, and displaying the recommended data on a page.
5. A page intelligent response interactive system according to claim 1 or 2, characterized in that said mobile terminal is a web-enabled device with a microphone or a display screen, including a mobile phone, a television and a robot.
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| CN109885666A (en) * | 2019-01-18 | 2019-06-14 | 科大国创软件股份有限公司 | A kind of method and system of the intelligent sound customer service robot based on HTML5 |
| CN110297685B (en) * | 2019-06-28 | 2022-09-16 | 百度在线网络技术（北京）有限公司 | User interface description file generation method, device, equipment and storage medium |
| CN110442391A (en) * | 2019-06-28 | 2019-11-12 | 华为技术有限公司 | A kind of method and device for calling service |
| CN112256947B (en) * | 2019-07-05 | 2024-01-26 | 北京猎户星空科技有限公司 | Recommendation information determining method, device, system, equipment and medium |
| CN110706699A (en) * | 2019-09-27 | 2020-01-17 | 三星电子（中国）研发中心 | Method and system for realizing interaction task by adopting voice recognition mode |
| CN111002314A (en) * | 2019-12-26 | 2020-04-14 | 北京金山安全软件有限公司 | Issuing method, acquiring method and device of robot application |
| CN111309322A (en) * | 2020-01-16 | 2020-06-19 | 四川长虹电器股份有限公司 | Rule-based response type intelligent application development system |
| CN111367492B (en) * | 2020-03-04 | 2023-07-18 | 深圳市腾讯信息技术有限公司 | Webpage display method and device and storage medium |
| CN111813487A (en) * | 2020-07-17 | 2020-10-23 | 四川长虹电器股份有限公司 | Method for optimizing intelligent panel page display |
| CN112487142B (en) * | 2020-11-27 | 2022-08-09 | 易联众信息技术股份有限公司 | Conversational intelligent interaction method and system based on natural language processing |
| CN113571042B (en) * | 2021-07-22 | 2023-12-01 | 成都航盛智行科技有限公司 | Vehicle-mounted voice recognition system |
| CN113782021B (en) * | 2021-09-14 | 2023-10-24 | Vidaa(荷兰)国际控股有限公司 | Display equipment and prompt tone playing method |
| CN117198291B (en) * | 2023-11-08 | 2024-01-23 | 四川蜀天信息技术有限公司 | Method, device and system for controlling terminal interface by voice |
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