CN113590924A - Content recommendation method and device for smart screen device, electronic device and readable storage medium - Google Patents
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Abstract
The application discloses a content recommendation method and device for an intelligent screen device, an electronic device and a readable storage medium, and relates to the technical field of artificial intelligence. The specific implementation scheme is as follows: acquiring user description data of the intelligent screen device; determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device; and if the intelligent screen equipment is in an idle state, outputting recommended content of the intelligent screen equipment. Because the recommended content which may be interested in can be output to the user of the intelligent screen device according to different user description data, the flexibility and the effectiveness of the output of the intelligent screen device are improved.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to an artificial intelligence technology, and in particular, to a content recommendation method and apparatus for an intelligent screen device, an electronic device, and a readable storage medium.
Background
With the deep development of the internet, services applied to an Artificial Intelligence (AI) -based smart screen device are endless, and even all services on a mobile phone are added with ecological services other than the mobile phone, such as sound, video, games, education, e-commerce, smart home, and the like.
At present, service entrance icons and positions of services displayed by the intelligent screen device are fixed. In addition, the service content data displayed on the home page of the smart screen device is relatively fixed. In this output mode, the smart screen device can only output its service content fixedly, so that the flexibility and effectiveness of the smart screen device output are not high.
Disclosure of Invention
Aspects of the present application provide a content recommendation method and apparatus for a smart screen device, an electronic device, and a readable storage medium, so as to improve flexibility and effectiveness of output of the smart screen device.
According to a first aspect, a content recommendation method for a smart screen device is provided, which includes:
acquiring user description data of the intelligent screen device;
determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device;
and if the intelligent screen equipment is in an idle state, outputting recommended content of the intelligent screen equipment.
According to a second aspect, there is provided a content recommendation apparatus of a smart screen device, including:
the acquisition unit is used for acquiring user description data of the intelligent screen equipment;
the determining unit is used for determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device;
and the output unit is used for outputting the recommended content of the intelligent screen equipment if the intelligent screen equipment is in an idle state.
According to a third aspect, there is provided an electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to cause the at least one processor to perform the method of the aspects and any possible implementation described above.
According to a fourth aspect, there is provided a non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of the aspects and any possible implementation as described above.
According to the technical scheme, the recommended content of the intelligent screen device is determined by acquiring the user description data of the intelligent screen device and further according to the user description data of the intelligent screen device, so that if the intelligent screen device is in an idle state, the recommended content of the intelligent screen device is output, and the recommended content which may be interested can be output to the user of the intelligent screen device according to different user description data, so that the flexibility and the effectiveness of the output of the intelligent screen device are improved.
In addition, by adopting the technical scheme provided by the application, recommended contents which may be interested in can be output to the user of the intelligent screen device according to different user description data, so that the utilization rate of the display space of the intelligent screen device can be effectively improved.
In addition, by adopting the technical scheme provided by the application, the user experience can be effectively improved.
It should be understood that the statements in this section do not necessarily identify key or critical features of the embodiments of the present disclosure, nor do they limit the scope of the present disclosure. Other features of the present disclosure will become apparent from the following description.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the embodiments or the prior art descriptions will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present application, and those skilled in the art can also obtain other drawings according to the drawings without inventive labor. The drawings are only for the purpose of illustrating the present invention and are not to be construed as limiting the present application. Wherein:
FIG. 1 is a schematic diagram according to a first embodiment of the present application;
FIG. 2 is a schematic diagram according to a second embodiment of the present application;
FIG. 3 is a schematic illustration according to a third embodiment of the present application;
fig. 4 is a schematic diagram of an electronic device for implementing a content recommendation method of a smart screen device according to an embodiment of the present application.
Detailed Description
The following description of the exemplary embodiments of the present application, taken in conjunction with the accompanying drawings, includes various details of the embodiments of the application for the understanding of the same, which are to be considered exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
It is to be understood that the embodiments described are only a few embodiments of the present application and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that the terminal according to the embodiment of the present application may include, but is not limited to, a mobile phone, a Personal Digital Assistant (PDA), a wireless handheld device, a Tablet Computer (Tablet Computer), a Personal Computer (PC), an MP3 player, an MP4 player, a wearable device (e.g., smart glasses, smart watches, smart bracelets, etc.), a smart home device, and other smart devices.
In addition, the term "and/or" herein is only one kind of association relationship describing an associated object, and means that there may be three kinds of relationships, for example, a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship.
The intelligent screen device is a terminal device with a screen display function based on Artificial Intelligence (AI), and can have full scene multi-dimensional coverage, rich and comprehensive content service resources and super-strong learning accompanying capability. The system can play more roles in the family, not only is a video entertainment center of the family, but also is an information sharing center, a control management center and a multi-device interaction center. The intelligent screen equipment that can be used at home has realized different ages crowd's full coverage, can be applied to the service on the intelligent screen equipment and even have all services on the cell-phone to in addition the ecological service outside the cell-phone, for example, sound, video, recreation, education, electricity merchant, intelligent house etc..
At present, service entry icons and positions of services displayed by a smart screen device are fixed, for example, service entry icons displayed in a quick start area of the smart screen device are all default factory configurations for all users. In addition, the service content data displayed on the home page (HomeFeed) of the smart screen device is also relatively fixed. In this output mode, the smart screen device can only output its service content fixedly, so that the flexibility and effectiveness of the smart screen device output are not high.
Based on the problems, the content recommendation method of the intelligent screen device is provided, and the flexibility and effectiveness of the output of the intelligent screen device can be improved.
Fig. 1 is a schematic diagram according to a first embodiment of the present application, as shown in fig. 1.
101. And acquiring user description data of the intelligent screen device.
102. And determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device.
103. And if the intelligent screen equipment is in an idle state, outputting recommended content of the intelligent screen equipment.
It should be noted that part or all of the execution subjects of 101 to 103 may be a service located in the smart screen device, or may also be a functional unit such as a plug-in or an SDK (Software Development Kit) set in the service located in the smart screen device, or may also be a processing engine located in a server on the network side, or may also be a distributed system located on the network side, for example, a processing engine or a distributed system in a content recommendation platform on the network side, which is not particularly limited in this embodiment.
It is to be understood that the service may be a local service installed on the smart screen device, or may also be a web service of a browser on the terminal, which is not limited in this embodiment.
Optionally, in a possible implementation manner of this embodiment, in 101, the acquired user description data of the smart screen device may include, but is not limited to, at least one of user family feature data of the smart screen device and user individual feature data of the smart screen device, which is not particularly limited in this embodiment.
In a specific implementation process, the user family feature data of the smart screen device may be a user family tag of the smart screen device, such as a newborn baby family of 0-1 year old, a child family of 2-6 years old before school, a pupil family of 7-12 years old, a middle school student family of 13 years old, a young family, an old family, and the like. Specifically, the user family tag of the smart screen device may be obtained in multiple ways.
For example, when a user first powers on to use the smart screen device, the user is required to perform a user registration operation. And generating user configuration information of the intelligent screen device through data such as personal information, family information and the like provided by a user in user registration operation. And acquiring the user family label of the intelligent screen device from the user configuration information of the intelligent screen device.
Or, for another example, in the process of using the smart screen device by the user, the user historical operation data of the user is recorded as the user historical operation data of the smart screen device. And acquiring the user family label of the intelligent screen device from the historical user operation data of the intelligent screen device.
In another specific implementation process, the user individual characteristic data of the smart screen device can be a user individual tag of the smart screen device, such as a newborn baby of 0-1 year old, a pre-school child of 2-6 years old, a pupil of 7-12 years old, a school student of 13 years old + middle school, a young person, an old person, and the like. Specifically, the user individual tag of the smart screen device may be obtained in multiple ways.
For example, in the process of using the smart screen device by a user, a face image of the user is acquired by using an image acquisition device, such as a camera, and image recognition is performed to determine a user individual tag of the smart screen device. And acquiring the user individual label of the intelligent screen device from the image recognition result of the intelligent screen device.
In another specific implementation process, the user individual characteristic data of the smart screen device may be user historical operation data of the smart screen device, or may also be user historical operation data of other users similar to the user of the smart screen device. Specifically, the user historical operation data may be obtained in various ways.
For example, in the process of using the smart screen device by a user, the user historical operation data of the user is recorded as the user historical operation data of the smart screen device.
Alternatively, for another example, the network-wide users may be classified to determine users in each category. And taking the user historical operation data of other users in the category to which the user of the intelligent screen device belongs as the user historical operation data of other users similar to the user of the intelligent screen device.
In this implementation manner, by acquiring the user family characteristic data of the smart screen device, the whole family using the smart screen device is considered as a whole, and by acquiring the user individual characteristic data of the smart screen device, the individual users using the smart screen device are considered as different individuals, respectively, so that recommended contents of the smart screen device can be matched from multiple angles, and the flexibility and effectiveness of the output of the smart screen device can be further improved.
Optionally, in a possible implementation manner of this embodiment, in 102, a user potential requirement of the smart screen device may be specifically determined according to the user description data of the smart screen device, and then, recommended content of the smart screen device may be determined according to the user potential requirement of the smart screen device.
In a specific implementation process, the user family characteristic data of the smart screen device may be specifically analyzed and processed, so as to determine the user potential requirement of the smart screen device, for example, the user family tag of "senior citizens' family" may be analyzed and processed, so as to determine that the user potential requirement of the smart screen device is the entertainment-related requirement.
In another specific implementation process, the user individual characteristic data of the smart screen device may be specifically analyzed to determine the user potential need of the smart screen device, for example, the user individual tag of "schoolchild" may be analyzed to determine that the user potential need of the smart screen device is a need related to child education.
In the implementation mode, the user description data of the intelligent screen device is analyzed and processed, so that the user potential requirements of the intelligent screen device can be determined, appropriate content can be matched according to the user potential requirements of the intelligent screen device to serve as recommended content of the intelligent screen device, and the output reliability of the intelligent screen device can be effectively improved.
Optionally, in a possible implementation manner of this embodiment, in 103, the idle state may be a state when the smart screen device is woken up from a sleep state, or may also be a state when the smart screen device does not run any task in a foreground within a specified time range (e.g., 10 seconds, etc.), for example, a state when the smart screen device does not operate a new task within a specified time range after finishing operating a previous task in an operation process, or may also be any outputable state defined for the smart screen device, which is not particularly limited in this embodiment.
In the implementation mode, recommended contents of the intelligent screen device can be output in a plurality of idle states of the intelligent screen device, and the display space of the intelligent screen device is effectively utilized, so that the utilization rate of the display space of the intelligent screen device is effectively improved.
In this embodiment, the recommended content of the smart screen device is determined by obtaining the user description data of the smart screen device and then according to the user description data of the smart screen device, so that the recommended content of the smart screen device is output if the smart screen device is in an idle state.
In addition, by adopting the technical scheme provided by the application, recommended contents which may be interested in can be output to the user of the intelligent screen device according to different user description data, so that the utilization rate of the display space of the intelligent screen device can be effectively improved.
In addition, by adopting the technical scheme provided by the application, the user experience can be effectively improved.
Fig. 2 is a schematic diagram of a second embodiment according to the present application, as shown in fig. 2.
Based on the first embodiment, the recommended content determined in 102 in the first embodiment may include, but is not limited to, at least one of service content data of the smart screen device and a service entry icon of the smart screen device in the second embodiment, which is not particularly limited in this embodiment.
On the basis of the first embodiment, the display area of the smart screen device in the first embodiment may specifically include, but is not limited to, a first display area and a second display area, which is not particularly limited in this embodiment. Then, in the second embodiment, 103 in the first embodiment may be further specifically implemented by at least one of the following steps:
201. and if the intelligent screen equipment is in an idle state, outputting service content data of the intelligent screen equipment in a first display area of the intelligent screen equipment.
202. And if the intelligent screen equipment is in an idle state, outputting a service entrance icon of the intelligent screen equipment in a second display area of the intelligent screen equipment.
In this embodiment, the display area of the smart screen device is divided into the first display area and the second display area, so that the service content data of the smart screen device and the service entry icon of the smart screen device can be output respectively, and the output effectiveness of the smart screen device can be further improved.
It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present application is not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the application. Further, those skilled in the art should also appreciate that the embodiments described in the specification are preferred embodiments and that the acts and modules referred to are not necessarily required in this application.
In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
Fig. 3 is a schematic diagram of a third embodiment according to the present application, as shown in fig. 3. The content recommendation apparatus 300 of the smart screen device of the present embodiment may include an acquisition unit 301, a determination unit 302, and an output unit 303. The acquiring unit 301 is configured to acquire user description data of the smart screen device; a determining unit 302, configured to determine, according to user description data of the smart screen device, recommended content of the smart screen device; an output unit 303, configured to output recommended content of the smart screen device if the smart screen device is in an idle state.
It should be noted that, part or all of the execution main body of the content recommendation apparatus of the smart screen device provided in this embodiment may be a service located in the smart screen device, or may also be a functional unit such as a plug-in or an SDK (Software Development Kit) set in the service located in the smart screen device, or may also be a processing engine located in a server on a network side, or may also be a distributed system located on a network side, for example, a processing engine or a distributed system in a content recommendation platform on the network side, and this embodiment is not particularly limited in this respect.
It is to be understood that the service may be a local service installed on the terminal, or may also be a web service of a browser on the smart screen device, which is not limited in this embodiment.
Optionally, in a possible implementation manner of this embodiment, the user description data of the smart screen device acquired by the acquiring unit 301 may include, but is not limited to, at least one of user family feature data of the smart screen device and user individual feature data of the smart screen device, which is not particularly limited in this embodiment.
In the implementation mode, the user family characteristic data of the intelligent screen device is acquired through the acquisition unit, the whole family using the intelligent screen device is taken as a whole to be considered integrally, the user individual characteristic data of the intelligent screen device is acquired through the acquisition unit, the individual users using the intelligent screen device are taken as different individuals to be considered respectively, the recommended content of the intelligent screen device can be matched from multiple angles, and the flexibility and the effectiveness of the output of the intelligent screen device can be further improved.
Optionally, in a possible implementation manner of this embodiment, the determining unit 302 may be specifically configured to determine the potential requirements of the user of the smart screen device according to the user description data of the smart screen device; and determining recommended content of the intelligent screen device according to the potential requirements of the user of the intelligent screen device.
In the implementation mode, the determining unit analyzes and processes the user description data of the intelligent screen device acquired by the acquiring unit, so that the user potential demand of the intelligent screen device can be determined, and appropriate content can be matched according to the user potential demand of the intelligent screen device to serve as recommended content of the intelligent screen device, so that the output reliability of the intelligent screen device can be effectively improved.
Optionally, in a possible implementation manner of this embodiment, the recommended content of the smart screen device determined by the determining unit 302 may include, but is not limited to, at least one of service content data of the smart screen device and a service entry icon of the smart screen device, which is not particularly limited in this embodiment.
Optionally, in a possible implementation manner of this embodiment, the display area of the smart screen device may include, but is not limited to, a first display area and a second display area, which is not particularly limited in this embodiment. Then, the output unit 303 may be specifically configured to output service content data of the smart screen device in a first display area of the smart screen device if the smart screen device is in an idle state; and/or if the intelligent screen equipment is in an idle state, outputting a service entrance icon of the intelligent screen equipment in a second display area of the intelligent screen equipment.
In this implementation manner, the display area of the smart screen device is divided into the first display area and the second display area, so that the output unit 303 can output the service content data of the smart screen device and the service entry icon of the smart screen device, respectively, and the effectiveness of the output of the smart screen device can be further improved.
Optionally, in a possible implementation manner of this embodiment, the idle state may be a state when the smart screen device is woken up from a sleep state, or may also be a state when the smart screen device does not run any task in a foreground within a specified time range (e.g., 10 seconds, etc.), for example, the smart screen device does not operate a new task within a specified time range after finishing operating a previous task during an operation process, or may also be any outputable state defined for the smart screen device, which is not particularly limited in this embodiment.
In this implementation manner, the output unit 303 may output the recommended content of the smart screen device in a plurality of idle states of the smart screen device, and effectively utilize the display space of the smart screen device, thereby effectively improving the utilization rate of the display space of the smart screen device.
It should be noted that the method in the embodiment corresponding to fig. 1 may be implemented by the content recommendation apparatus of the smart screen device provided in this embodiment. For a detailed description, reference may be made to relevant contents in the embodiment corresponding to fig. 1, and details are not described here.
In this embodiment, the obtaining unit obtains the user description data of the smart screen device, and the determining unit determines the recommended content of the smart screen device according to the user description data of the smart screen device, so that the output unit outputs the recommended content of the smart screen device if the smart screen device is in an idle state.
In addition, by adopting the technical scheme provided by the application, recommended contents which may be interested in can be output to the user of the intelligent screen device according to different user description data, so that the utilization rate of the display space of the intelligent screen device can be effectively improved.
In addition, by adopting the technical scheme provided by the application, the user experience can be effectively improved.
The present application also provides an electronic device and a non-transitory computer readable storage medium having computer instructions stored thereon, according to embodiments of the present application.
Fig. 4 is a schematic diagram of an electronic device for implementing a content recommendation method of a smart screen device according to an embodiment of the present application. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the present application that are described and/or claimed herein.
As shown in fig. 4, the electronic apparatus includes: one or more processors 401, memory 402, and interfaces for connecting the various components, including high-speed interfaces and low-speed interfaces. The various components are interconnected using different buses and may be mounted on a common motherboard or in other manners as desired. The processor may process instructions for execution within the electronic device, including instructions stored in or on the memory to display graphical information of a GUI (graphical user interface) on an external input/output apparatus, such as a display device coupled to the interface. In other embodiments, multiple processors and/or multiple buses may be used, along with multiple memories and multiple memories, as desired. Also, multiple electronic devices may be connected, with each device providing portions of the necessary operations (e.g., as a server array, a group of blade servers, or a multi-processor system). In fig. 4, one processor 401 is taken as an example.
The memory 402, which is a non-transitory computer-readable storage medium, may be used to store non-transitory software programs, non-transitory computer-executable programs, and units, such as program instructions/units (e.g., the acquisition unit 301, the determination unit 302, and the output unit 303 shown in fig. 3) corresponding to the content recommendation method of the smart screen device in the embodiment of the present application. The processor 401 executes various functional applications of the server and data processing by running non-transitory software programs, instructions, and units stored in the memory 402, that is, implements the content recommendation method of the smart screen device in the above method embodiment.
The memory 402 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data and the like created according to use of an electronic device implementing the content recommendation method of the smart screen device provided by the embodiment of the present application. Further, the memory 402 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 402 may optionally include a memory remotely disposed with respect to the processor 401, and these remote memories may be connected to an electronic device implementing the content recommendation method of the smart screen device provided by the embodiments of the present application through a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The electronic device of the content recommendation method of the smart screen device may further include: an input device 403 and an output device 404. The processor 401, the memory 402, the input device 403 and the output device 404 may be connected by a bus or other means, and fig. 4 illustrates an example of a connection by a bus.
The input device 403 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the electronic device implementing the content recommendation method of the smart screen device provided by the embodiment of the present application, such as an input device of a touch screen, a keypad, a mouse, a track pad, a touch pad, a pointing stick, one or more mouse buttons, a track ball, a joystick, and the like. The output devices 404 may include a display device, auxiliary lighting devices (e.g., LEDs), and haptic feedback devices (e.g., vibrating motors), among others. The display device may include, but is not limited to, an LCD (liquid crystal display), an LED (light emitting diode) display, and a plasma display. In some implementations, the display device can be a touch screen.
Various implementations of the systems and techniques described here can be realized in digital electronic circuitry, integrated circuitry, ASICs (application specific integrated circuits), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
These computer programs (also known as programs, software applications, or code) include machine instructions for a programmable processor, and may be implemented using high-level procedural and/or object-oriented programming languages, and/or assembly/machine languages. As used herein, the terms "machine-readable medium" and "computer-readable medium" refer to any computer program product, apparatus, and/or device (e.g., magnetic discs, optical disks, memory, PLDs (programmable logic devices)) used to provide machine instructions and/or data to a programmable processor, including a machine-readable medium that receives machine instructions as a machine-readable signal. The term "machine-readable signal" refers to any signal used to provide machine instructions and/or data to a programmable processor.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: LAN (local area network), WAN (wide area network), and the internet.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other.
According to the technical solution of the embodiment of the present application,
in this embodiment, the recommended content of the smart screen device is determined by obtaining the user description data of the smart screen device and then according to the user description data of the smart screen device, so that the recommended content of the smart screen device is output if the smart screen device is in an idle state.
In addition, by adopting the technical scheme provided by the application, recommended contents which may be interested in can be output to the user of the intelligent screen device according to different user description data, so that the utilization rate of the display space of the intelligent screen device can be effectively improved.
In addition, by adopting the technical scheme provided by the application, the user experience can be effectively improved.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present application may be executed in parallel, sequentially, or in different orders, and the present invention is not limited thereto as long as the desired results of the technical solutions disclosed in the present application can be achieved.
The above-described embodiments should not be construed as limiting the scope of the present application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (14)
1. A content recommendation method of an intelligent screen device is characterized by comprising the following steps:
acquiring user description data of the intelligent screen device;
determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device;
and if the intelligent screen equipment is in an idle state, outputting recommended content of the intelligent screen equipment.
2. The method of claim 1, wherein the user description data of the smart screen device comprises at least one of user family characteristic data of the smart screen device and user individual characteristic data of the smart screen device.
3. The method of claim 1, wherein determining the recommended content of the smart screen device according to the user description data of the smart screen device comprises:
determining the potential requirements of the user of the intelligent screen device according to the user description data of the intelligent screen device;
and determining recommended content of the intelligent screen device according to the potential requirements of the user of the intelligent screen device.
4. The method of claim 1, wherein the recommended content of the smart screen device comprises at least one of service content data of the smart screen device and a service portal icon of the smart screen device.
5. The method of claim 4, wherein the display area of the smart screen device comprises a first display area and a second display area; the outputting of the recommended content of the smart screen device includes:
if the intelligent screen equipment is in an idle state, outputting service content data of the intelligent screen equipment in a first display area of the intelligent screen equipment; and/or
And if the intelligent screen equipment is in an idle state, outputting a service entrance icon of the intelligent screen equipment in a second display area of the intelligent screen equipment.
6. The method according to any of claims 1-5, wherein the idle state comprises:
a state when the smart screen device is awakened from hibernation; or
The intelligent screen device does not have any task running state in the foreground within a specified time range.
7. A content recommendation device of a smart screen device, comprising:
the acquisition unit is used for acquiring user description data of the intelligent screen equipment;
the determining unit is used for determining recommended content of the intelligent screen device according to the user description data of the intelligent screen device;
and the output unit is used for outputting the recommended content of the intelligent screen equipment if the intelligent screen equipment is in an idle state.
8. The apparatus of claim 7, wherein the user description data of the smart screen device comprises at least one of user family characteristic data of the smart screen device and user individual characteristic data of the smart screen device.
9. Device according to claim 7, characterized in that the determination unit is specifically configured to
Determining the potential requirements of the user of the intelligent screen device according to the user description data of the intelligent screen device; and
and determining recommended content of the intelligent screen device according to the potential requirements of the user of the intelligent screen device.
10. The apparatus of claim 7, wherein the recommended content of the smart screen device comprises at least one of service content data of the smart screen device and a service portal icon of the smart screen device.
11. The apparatus of claim 10, wherein the display area of the smart screen device comprises a first display area and a second display area; the output unit is used for
If the intelligent screen equipment is in an idle state, outputting service content data of the intelligent screen equipment in a first display area of the intelligent screen equipment; and/or
And if the intelligent screen equipment is in an idle state, outputting a service entrance icon of the intelligent screen equipment in a second display area of the intelligent screen equipment.
12. The apparatus according to any of claims 7-11, wherein the idle state comprises:
a state when the smart screen device is awakened from hibernation; or
The intelligent screen device does not have any task running state in the foreground within a specified time range.
13. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-6.
14. A non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of any one of claims 1-6.
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| CN202010362051.4A CN113590924A (en) | 2020-04-30 | 2020-04-30 | Content recommendation method and device for smart screen device, electronic device and readable storage medium |
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| CN202010362051.4A CN113590924A (en) | 2020-04-30 | 2020-04-30 | Content recommendation method and device for smart screen device, electronic device and readable storage medium |
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