CN112558848A - Data processing method, device and medium - Google Patents

Data processing method, device and medium Download PDF

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Publication number
CN112558848A
CN112558848A CN201910920290.4A CN201910920290A CN112558848A CN 112558848 A CN112558848 A CN 112558848A CN 201910920290 A CN201910920290 A CN 201910920290A CN 112558848 A CN112558848 A CN 112558848A
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China
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user
animation
category
content
data processing
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CN201910920290.4A
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CN112558848B (en
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冯静静
鲁剑
蔡雅莉
葛晓娟
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Beijing Sogou Technology Development Co Ltd
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Beijing Sogou Technology Development Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0487Interaction 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range

Abstract

The embodiment of the invention provides a data processing method, a device and a medium, wherein the method specifically comprises the following steps: responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option; and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation. The embodiment of the invention can improve the setting efficiency and the coverage rate of the recommended content.

Description

Data processing method, device and medium
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a data processing method, a data processing apparatus, an apparatus for data processing, and a machine-readable medium.
Background
With the development of internet technology, users can issue own opinions on the internet, input characters are more and more personalized, and meanwhile, with the increasing of internet users, the text characters of the users are also more and more, and personalized characters are also continuously emerged. In addition, through the network, different users can interact with each other, for example, discussions can be initiated on certain topics which are commonly concerned about, and the discussions are usually carried out by using characters as carriers, and in the process, some popular characters, such as popular words, can be shown.
The input method system is used as an interface of man-machine conversation and provides an encoding method for inputting characters into a computer or other equipment (such as a mobile phone). Current input method systems can provide custom phrase setting functionality. Specifically, the input method system can provide a setting key on an input interface, if a click operation for the setting key is received, the input method system enters the setting interface, the setting interface can include setting entries with a plurality of functions, if a trigger operation for a corresponding setting entry of the custom phrase setting function is received, the input method system enters a target interface corresponding to the custom phrase setting function, and supports a user to input the custom phrase and a corresponding shortcut character string in the target interface, and the input method system can provide the corresponding custom phrase under the condition of receiving the shortcut character string.
In practical application, a setting interface is usually integrated with setting entries with a plurality of functions, such as a custom phrase setting function, a skin function, a translation function, a keyboard function, an association function, a sliding input function, a key sound effect function, and the like, and a user is generally required to check all the setting entries with the functions in a page turning or screen sliding manner, and select the setting entry corresponding to the custom phrase setting function and trigger the setting entry, so that the setting process of a target custom phrase is complicated, and the setting efficiency of the user is influenced.
Moreover, with the development of internet technology, hot words are layered endlessly, and the number of custom phrases known by a user is usually limited, which results in a low coverage rate of the custom phrases set by the user.
Disclosure of Invention
Embodiments of the present invention provide a data processing method, a data processing apparatus, an apparatus for data processing, and a machine-readable medium, which can improve the setting efficiency and coverage of recommended content.
In order to solve the above problem, an embodiment of the present invention discloses a data processing method, including:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
In order to solve the above problem, an embodiment of the present invention discloses a data processing method, including:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
On the other hand, the embodiment of the invention discloses a data processing device, which comprises:
the display module is used for responding to the triggering operation of a user for the input method key and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and the storage updating module is used for responding to the selection operation of the user aiming at the category options, storing the category options corresponding to the selection operation and updating the animation.
On the other hand, the embodiment of the invention discloses a data processing device, which comprises:
the determining module is used for determining target recommended content from the recommended content corresponding to the category option selected by the user according to the user characteristics;
and the display module is used for displaying the target recommendation content.
In yet another aspect, an embodiment of the present invention discloses an apparatus for data processing, including a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by the one or more processors includes instructions for:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
In yet another aspect, an embodiment of the present invention discloses an apparatus for data processing, including a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by the one or more processors includes instructions for:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
In yet another aspect, embodiments of the invention disclose one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform one or more of the data processing methods described above.
The embodiment of the invention has the following advantages:
the embodiment of the invention responds to the triggering operation of the user for the input method key, displays the setting interface comprising the category options, can save the operation cost of the user for searching the required setting entry, and improves the setting efficiency of the recommended content.
In addition, the embodiment of the invention sets the recommended content through the category options, wherein one category option can correspond to at least one recommended content, so that under the condition that the user selects one category option, the embodiment of the invention can provide at least one recommended content under the category option, thereby improving the coverage rate of the recommended content.
In addition, the setting interface of the embodiment of the present invention may include: animation, which may be used to guide the user in the setting of category options. The animation can comprise: dynamic objects. The object may include: humans, virtual humans, animals, virtual animals, plants, virtual plants, and the like. For example, the object may be a virtual animal such as a virtual cat or a virtual dog. Dynamic objects in the animation may improve the attractiveness and engagement of the settings interface to the user.
In addition, when receiving a selection operation of the user for the category option, the embodiment of the present invention may store the category option corresponding to the selection operation, and for convenience, may mark the category option corresponding to the selection operation as a target category option, so that recommended content corresponding to the target category option may be provided to the user.
In addition, under the condition that the selection operation of the user for the category options is received, the animation can be updated, the diversity of the animation can be increased, and the feedback of the user operation can be realized through the animation.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without inventive labor.
FIG. 1 is a flow chart of steps of a first embodiment of a data processing method of the present invention;
FIG. 2 is a flow chart of steps of a second embodiment of a data processing method of the present invention;
FIG. 3 is a block diagram of an embodiment of a data processing apparatus according to the present invention;
FIG. 4 is a block diagram of another data processing apparatus embodiment of the present invention;
FIG. 5 is a block diagram of an apparatus 900 for data processing of the present invention; and
fig. 6 is a schematic diagram of a server in some embodiments of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. 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 invention.
The embodiment of the invention provides a data processing scheme, which can realize convenient setting of recommended contents.
The scheme specifically comprises the following steps: responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface may include: recommending at least one category option corresponding to the content and animation; the animation may include: a dynamic object, wherein the animation is used for guiding a user to select the category option; and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
The embodiment of the invention responds to the triggering operation of the user for the input method key, displays the setting interface comprising the category options, can save the operation cost of the user for searching the required setting entry, and improves the setting efficiency of the recommended content.
In the embodiment of the invention, the recommended contents are set through the category options, wherein one category option can correspond to at least one recommended content, so that under the condition that a user selects one category option, the embodiment of the invention can provide at least one recommended content under the category option, thereby improving the coverage rate of the recommended contents.
In addition, the setting interface of the embodiment of the present invention may include: animation, which may be used to guide the user in the setting of category options. The animation can comprise: dynamic objects. The object may include: humans, virtual humans, animals, virtual animals, plants, virtual plants, and the like. For example, the object may be a virtual animal such as a virtual cat or a virtual dog. Dynamic objects in the animation may improve the attractiveness and engagement of the settings interface to the user.
In the embodiment of the present invention, when a selection operation of a user for the category option is received, the category option corresponding to the selection operation may be saved, and for convenience, the category option corresponding to the selection operation may be marked as a target category option, so that recommended content corresponding to the target category option may be provided to the user.
Under the condition that the selection operation of the user for the category options is received, the animation can be updated, the diversity of the animation can be increased, and the feedback of the user operation can be realized through the animation.
It is understood that one skilled in the art can determine the recommended content according to the actual application requirements.
In this embodiment of the present invention, optionally, the recommended content may include at least one of the following:
original content; for example, content authored by the user or operator;
hot content; for example, popular and popular content in the network may be collected periodically; and
and simplifying the content.
The original content and/or the trending content may be condensed to obtain condensed content. Alternatively, the character length of the condensed content may be within 25.
In an alternative embodiment of the present invention, the recommended content may include: emotions, excitement, celebrity, comprehension, and the like.
The embodiment of the invention can classify the recommended contents in a manual mode and/or a machine mode to obtain the corresponding category options.
Optionally, the category option may include at least one of the following options: rancour people, rainbow wind, sentiment, poisonous chicken soup, sense, classical Chinese, cold knowledge, famous people, chapters and inspirations.
The data processing method provided by the embodiment of the invention can be applied to application environments corresponding to the client and the server, wherein the client and the server are positioned in a wired or wireless network, and the client and the server perform data interaction through the wired or wireless network.
Optionally, the client may run on a terminal, and the terminal specifically includes but is not limited to: smart phones, tablet computers, electronic book readers, MP3 (Moving Picture Experts Group Audio Layer III) players, MP4 (Moving Picture Experts Group Audio Layer IV) players, laptop portable computers, car-mounted computers, desktop computers, set-top boxes, smart televisions, wearable devices, and the like.
In the embodiment of the present invention, the input method program may be run on a terminal, where the terminal specifically includes, but is not limited to: smart phones, tablet computers, electronic book readers, MP3 (Moving Picture Experts Group Audio Layer III) players, MP4 (Moving Picture Experts Group Audio Layer IV) players, laptop portable computers, car-mounted computers, desktop computers, set-top boxes, smart televisions, wearable devices, and the like. The operating system installed in the terminal may include: the operating system is configured to be installed in the terminal, and the operating system is configured to be installed in the terminal.
Method embodiment one
Referring to fig. 1, a flowchart illustrating a first step of a data processing method according to a first embodiment of the present invention is shown, which may specifically include:
step 101, responding to the triggering operation of a user for an input method key, and displaying a setting interface; the setting interface may include: recommending at least one category option corresponding to the content and animation;
the animation may include: a dynamic object, wherein the animation is used for guiding a user to select the category option;
and 102, responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
The first embodiment of the method shown in fig. 1 may be executed by a client, and is configured to implement setting of recommended content by setting a category option corresponding to the recommended content.
In step 101, the input method key may be a key in an input method interface. The input method interface may include a plurality of input method keys, such as letter keys, number keys, function keys, and the like.
Alternatively, the input method key may be a key used for triggering the recommended content in the input method interface. Optionally, the icon corresponding to the input method key may be an icon of an object, such as an icon of a virtual dog, and it can be understood that the embodiment of the present invention does not limit the specific input method key.
The triggering operation can be determined by those skilled in the art according to the actual application requirements. For example, the trigger operation may be a single-click operation, a double-click operation, a click operation with a preset pressing force, a sliding operation, a click operation with a set duration (e.g., a long-press operation, etc.), and the like.
In an optional embodiment of the present invention, the input method key may be an object key used for triggering recommended content in an input method interface. The recommended content may be displayed in response to a click operation on an object button. And displaying the setting interface in response to a long-press operation for the object key.
The setting interface of the embodiment of the present invention may include: at least one category option corresponding to the recommended content, and an animation. It is understood that the position of the category option area and the animation area can be determined by those skilled in the art according to the actual application requirements. Alternatively, the category option area and the animation area are arranged up and down, or the category option area and the animation area are arranged left and right, and the like. For example, the animation area is located above the category options area, and so on.
The category option area may include: at least one category option for user selection. Optionally, the state corresponding to the category option may include: and selecting a state and an unselected state, wherein if one category option is not selected by the user, the corresponding state is the unselected state, or if one category option is selected by the user, the corresponding state is the selected state. The state corresponding to the category option may enable the user to select or not select one category option.
The setting interface of the embodiment of the invention can comprise: animation, which may be used to guide the user in the setting of category options. The animation can comprise: dynamic objects. Dynamic objects in the animation may improve the attractiveness and engagement of the settings interface to the user.
In this embodiment of the present invention, optionally, the state corresponding to the object may specifically include: actions, and/or, expressions, and/or, sounds. For example, the actions may include: limb movements, etc. The expressions may include: positive, negative, or neutral expressions, and the like. The sound may include: the object expresses the sound used by the text, for example, the cartoon dog plays the text by using the sound with the preset tone color. Alternatively, the sound may include: the sound of the vibration.
In this embodiment of the present invention, optionally, the animation may further include: and the state corresponding to the object is matched with the text. Optionally, a topic keyword corresponding to the text may be determined, and a state corresponding to the object may be determined according to the topic keyword. The subject key words corresponding to the text can be determined by using natural language processing technology.
For example, the subject keyword corresponding to the text "Hi, hula" to set your recommended type includes "call". For another example, the topic keywords corresponding to the text "heaven and earth are undetermined, and you are all black horses" include "positive energy" and the like.
In this embodiment of the present invention, optionally, before receiving the selection operation, the animation may include: a first animation for calling the user. Optionally, the actions of the object in the first animation may include: and (5) waving hands. Optionally, the text in the first animation may include: "Hi, soon set your recommended type la". The actions and/or texts of the objects in the first animation can guide the user to set actions corresponding to the recommended content.
In step 102, in response to a selection operation of the user for the category option, saving the category option corresponding to the selection operation to provide the recommended content corresponding to the target category option to the user. For example, the category option corresponding to the selection operation may be saved for the user identifier, and the user identifier may include: device identification or user account, etc. Or, the service end may send the user identifier and the category option corresponding to the selection operation to enable the service end to store the category option corresponding to the selection operation for the user identifier.
Under the condition that the selection operation of the user for the category options is received, the animation can be updated, the diversity of the animation can be increased, and the feedback of the user operation can be realized through the animation.
In the embodiment of the present invention, optionally, the text included in the updated animation is matched with the category option corresponding to the selection operation, and/or the state of the object in the updated animation is matched with the category option corresponding to the selection operation.
In the embodiment of the present invention, optionally, before the selection operation is received, the text in the animation may be a preset text. After the selection operation is received, the text in the animation can be determined according to the target category option corresponding to the selection operation. For example, the text in the animation may be obtained from the recommended content corresponding to the target category option. For example, if the target category option is "positive energy," the text in the animation may be "heaven and earth unfit, i.e., all are black horses". If the target category option is "little insight," the text in the animation may be "love in detail," or the like.
Optionally, the motion of the object in the updated animation may be determined according to the category option corresponding to the selection operation. For example, if the category option corresponding to the selection operation is "positive energy", the motion of the object in the updated animation may include: a fist making action, etc.
In an optional embodiment of the present invention, the method may further include: and if the selection operation of the user for the category options is not received within the preset time length, updating the animation into a second animation, wherein the second animation is used for expressing negative emotion. The second animation may express a negative emotion, such as a depressed emotion, etc., that may attract the user to perform further operations.
The set time length or the preset time length in the embodiment of the present invention may be determined by a person skilled in the art according to actual application requirements, for example, the set time length or the preset time length may be between 0 and 10 seconds, and the specific set time length or the preset time length is not limited in the embodiment of the present invention.
In this embodiment of the present invention, optionally, the setting interface may include: and if the trigger operation aiming at the completion control or the ending control is received, the setting of the category options can be completed.
In this embodiment of the present invention, optionally, the method may further include: and responding to the sharing operation of the user for the recommended content, and giving the user the operation authority for the preset category option.
In this embodiment of the present invention, the status of the category option may include: an unlocked state and a locked state. The user can have the operation authority for the class option in the unlocked state, but not the operation authority for the class option in the locked state. For the category option of the locked state, it needs to be updated to the unlocked state through unlocking to obtain the corresponding operation authority.
The embodiment of the invention can support the user to unlock the preset category options through sharing operation so as to obtain the operation permission aiming at the preset category options.
The preset category option may represent a category option of the lock state, and the embodiment of the present invention does not limit a specific preset category option.
In the embodiment of the invention, before the operation authority of the user for the preset category option is given, the preset category option is in a locked state for the user, and the user cannot select the preset category option. After the user is given the operation authority for the preset category option, the preset category option is in an unlocked state for the user, and the user can select the preset category option.
The user may characterize the sharing operation related to the recommended content with respect to the sharing operation of the recommended content. The sharing operation may include: the above-mentioned sharing operation of the setting interface, or the sharing operation of any recommended content, and the like, it can be understood that any sharing operation related to recommended content is within the protection scope of the embodiment of the present invention.
In summary, the data processing method of the embodiment of the present invention displays the setting interface including the category option in response to the user's trigger operation for the input method key, so that the operation cost of the user for finding the entry to be set can be saved, and the setting efficiency of the recommended content can be improved.
In addition, the embodiment of the invention sets the recommended content through the category options, wherein one category option can correspond to at least one recommended content, so that under the condition that the user selects one category option, the embodiment of the invention can provide at least one recommended content under the category option, thereby improving the coverage rate of the recommended content.
In addition, the setting interface of the embodiment of the present invention may include: animation, which may be used to guide the user in the setting of category options. The animation can comprise: dynamic objects. The object may include: humans, virtual humans, animals, virtual animals, plants, virtual plants, and the like. For example, the object may be a virtual animal such as a virtual cat or a virtual dog. Dynamic objects in the animation may improve the attractiveness and engagement of the settings interface to the user.
In addition, when receiving a selection operation of the user for the category option, the embodiment of the present invention may store the category option corresponding to the selection operation, and for convenience, may mark the category option corresponding to the selection operation as a target category option, so that recommended content corresponding to the target category option may be provided to the user.
In addition, under the condition that the selection operation of the user for the category options is received, the animation can be updated, the diversity of the animation can be increased, and the feedback of the user operation can be realized through the animation.
Method embodiment two
Referring to fig. 2, a flowchart illustrating steps of a second embodiment of a data processing method according to the present invention is shown, which may specifically include:
step 201, determining target recommended content from recommended content corresponding to the category option selected by the user according to the user characteristics;
and 202, displaying the target recommended content.
The second embodiment of the method shown in fig. 2 may be executed by the client, and is used for providing the recommended content to the user according to the setting of the category option by the user.
Step 201 may correspond to a trigger condition, that is, the embodiment of the present invention may provide the recommended content to the user when the trigger condition is met.
The category option selected by the user can be at least one, and one category option can correspond to a plurality of recommended contents.
According to an embodiment, the trigger condition may include: and receiving a clicking operation aiming at the object key. According to another embodiment, the trigger condition may include: receiving a trigger operation aiming at the input box, and under the condition that the trigger operation aiming at the input box is received, indicating that the user wants to input through the input box, in this case, providing the recommended content for the user so as to save the operation cost of the user for typing the input string. It is understood that those skilled in the art can determine the required trigger condition according to the actual application requirement, and the embodiment of the present invention does not limit the specific trigger condition.
The user characteristics may refer to characteristics that the user has. Optionally, the user characteristics may include at least one of the following: preference features, language style features, and static features.
Static features are relatively stable features such as the user's age, gender, geography, academic, business, occupation, marriage, consumption level, identity (e.g., dad, mom, grandpa, etc.), etc.
The preference feature is typically dynamic with respect to the relative stability of the static feature described above, which may change with changing user behavior. In an alternative embodiment of the present application, the preference characteristics may refer to preference characteristics of the user's input content. Wherein the characteristics may vary with the user's behavior (input behavior, chat behavior, etc.) with respect to the content.
In an alternative embodiment of the invention, the preference feature may comprise at least one of the following preference tags: comma labels, loveliness labels, art labels, antique labels, etc. The input content corresponding to the comma label may include: "beauty, do you have a map? It is very unlikely that i have just lost your way in your eyes ". The input content corresponding to the loved label may include: "baby, you are today's beautiful like a angel falling between valves". The input content corresponding to the literature and art label can comprise: "Mingyue decorated your window and your dream of others". The input content corresponding to the ancient wind tag may include: "elegant and gentle you hong". Obsidian chrysanthemum, luxuriant pine.
Language style features may be used to characterize the style of the language used by the user. Examples of language style features may include: melancholic tags, solar tags, blogger tags, and the like. For example, if the user has a high percentage of negative words in the input content, the user's language style characteristics may be considered to include "melancholy tags. For another example, if the user's input content includes a high percentage of active words, and the overall style is biased toward active sunlight, the user's language style characteristics may be considered to include "melancholy tags". For another example, if the input content of the user includes many idioms and ancient words, the language style characteristics of the user can be considered to include "what you are like" the blog label ".
In practical applications, the input content of the user can be analyzed to obtain the preference feature and/or the language style feature of the user.
In this embodiment of the present invention, optionally, the mapping relationship between the input content and the user characteristic may be characterized by the first data analyzer. Correspondingly, the method may further include: training the training data to obtain a first data analyzer; the first data analyzer can be used for representing the mapping relation between the input content and the user characteristics; the training data may include: corpus samples and user characteristics obtained by labeling.
In an alternative embodiment of the present application, the mathematical model may be trained on training data to derive a first data analyzer, which may characterize a mapping between input data (input content) and output data (user characteristics).
The mathematical model is a scientific or engineering model constructed by using a mathematical logic method and a mathematical language, and is a mathematical structure which is generally or approximately expressed by adopting the mathematical language aiming at the characteristic or quantity dependency relationship of a certain object system, and the mathematical structure is a relational structure which is described by means of mathematical symbols. The mathematical model may be one or a set of algebraic, differential, integral or statistical equations, and combinations thereof, by which the interrelationships or causal relationships between the variables of the system are described quantitatively or qualitatively. In addition to mathematical models described by equations, there are also models described by other mathematical tools, such as algebra, geometry, topology, mathematical logic, etc. Where the mathematical model describes the behavior and characteristics of the system rather than the actual structure of the system. The method can adopt methods such as machine learning and deep learning methods to train the mathematical model, and the machine learning method can comprise the following steps: linear regression, decision trees, random forests, etc., and the deep learning method may include: convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), Gated cyclic units (GRU), and so on.
In this embodiment of the present invention, optionally, the determining the target recommended content from the recommended content corresponding to the category option selected by the user specifically includes:
and matching the user characteristics with the content characteristics corresponding to the recommended content corresponding to the category option selected by the user to obtain the target recommended content.
In the embodiment of the present invention, optionally, the content characteristics corresponding to the recommended content may be determined in a manual manner or a machine processing manner.
In an alternative embodiment of the invention, the mapping between the recommended content and the content characteristics may be characterized by a second data analyzer. Correspondingly, the method may further include: training the training data to obtain a second data analyzer; the second data analyzer may be configured to characterize a mapping relationship between recommended content and content features; the training data may include: corpus samples and content features obtained by labeling.
In this embodiment of the present invention, the first data analyzer and the second data analyzer may be the same or different. Under the condition that the first data analyzer is the same as the second data analyzer, the matching accuracy and the matching reasonability between the user characteristics and the content characteristics can be improved, and the accuracy of the target recommended content can be further improved.
In step 202, the target recommendation content may be presented to the user through an input method interface for selection by the user.
Optionally, the target recommended content may be output to the input box in response to a triggering operation of the user on the target recommended content, or the target recommended content may be directly sent to the correspondent node, so as to implement quick input or quick sending of the target recommended content.
In summary, the data processing method according to the embodiment of the present invention can determine the target recommended content meeting the user requirements according to the user characteristics, so as to improve the accuracy of the target recommended content, in view of the situation that the category option selected by the user corresponds to multiple recommended contents.
It should be noted that, for simplicity of description, the method embodiments are described as a series of motion combinations, but those skilled in the art should understand that the present invention is not limited by the described motion sequences, because some steps may be performed in other sequences or simultaneously according to the present invention. Further, those skilled in the art will appreciate that the embodiments described in the specification are presently preferred and that no moving act is required as an embodiment of the invention.
Device embodiment
Referring to fig. 3, a block diagram of a data processing apparatus according to an embodiment of the present invention is shown, which may specifically include:
the display module 301 is configured to display a setting interface in response to a trigger operation of a user for an input method key; the setting interface may include: recommending at least one category option corresponding to the content and animation; the animation may include: a dynamic object, wherein the animation is used for guiding a user to select the category option;
and a saving and updating module 302, configured to, in response to a selection operation of the user for the category option, save the category option corresponding to the selection operation, and update the animation.
Optionally, the state corresponding to the object may include: actions, and/or, expressions, and/or, sounds.
Optionally, the animation may further include: and the state corresponding to the object is matched with the text.
Optionally, before receiving the selection operation, the animation may include: a first animation for calling the user.
Optionally, the text that may be included in the updated animation matches the category option corresponding to the selection operation, and/or the state of the object in the updated animation matches the category option corresponding to the selection operation.
Optionally, the apparatus may further include:
and the animation updating module is used for updating the animation into a second animation if the selection operation of the user for the category options is not received within a preset time length, and the second animation is used for expressing negative emotion.
Optionally, the apparatus may further include:
and the permission processing module is used for responding to the sharing operation of the user for the recommended content and giving the user the operation permission for the preset category options.
Referring to fig. 4, a block diagram of another data processing apparatus according to another embodiment of the present invention is shown, which may specifically include:
a determining module 401, configured to determine, according to the user characteristics, a target recommended content from recommended contents corresponding to the category option selected by the user;
a display module 402, configured to display the target recommended content.
Optionally, the user features may include: preference features and/or language style features.
Optionally, the determining module may include:
and the matching module is used for matching the user characteristics with the content characteristics corresponding to the recommended content corresponding to the category option selected by the user to obtain the target recommended content.
For the device embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, refer to the partial description of the method embodiment.
The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
With regard to the apparatus in the above-described embodiment, the specific manner in which each module performs the operation has been described in detail in the embodiment related to the method, and will not be elaborated here.
An embodiment of the present invention also provides an apparatus for data processing, comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and the one or more programs configured to be executed by the one or more processors include instructions for: responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option; and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
Fig. 5 is a block diagram illustrating a structure of an apparatus 900 for data processing as a terminal according to an exemplary embodiment. For example, the apparatus 900 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, an exercise device, a personal digital assistant, and the like.
Referring to fig. 5, apparatus 900 may include one or more of the following components: processing component 902, memory 904, power component 906, multimedia component 908, audio component 910, input/output (I/O) interface 912, sensor component 914, and communication component 916.
The processing component 902 generally controls overall operation of the device 900, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations. Processing element 902 may include one or more processors 920 to execute instructions to perform all or a portion of the steps of the methods described above. Further, processing component 902 can include one or more modules that facilitate interaction between processing component 902 and other components. For example, the processing component 902 can include a multimedia module to facilitate interaction between the multimedia component 908 and the processing component 902.
The memory 904 is configured to store various types of data to support operation at the device 900. Examples of such data include instructions for any application or method operating on device 900, contact data, phonebook data, messages, pictures, videos, and so forth. The memory 904 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.
The power supply component 906 provides power to the various components of the device 900. The power components 906 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the device 900.
The multimedia component 908 comprises a screen providing an output interface between the device 900 and a user. In some embodiments, the screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 908 includes a front facing camera and/or a rear facing camera. The front-facing camera and/or the rear-facing camera may receive external multimedia data when the device 900 is in an operating mode, such as a shooting mode or a video mode. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
The audio component 910 is configured to output and/or input audio signals. For example, audio component 910 includes a Microphone (MIC) configured to receive external audio signals when apparatus 900 is in an operating mode, such as a call mode, a recording mode, and a voice recognition mode. The received audio signals may further be stored in the memory 904 or transmitted via the communication component 916. In some embodiments, audio component 910 also includes a speaker for outputting audio signals.
I/O interface 912 provides an interface between processing component 902 and peripheral interface modules, which may be keyboards, click wheels, buttons, etc. These buttons may include, but are not limited to: a home button, a volume button, a start button, and a lock button.
The sensor component 914 includes one or more sensors for providing status assessment of various aspects of the apparatus 900. For example, the sensor assembly 914 may detect an open/closed state of the device 900, the relative positioning of the components, such as a display and keypad of the apparatus 900, the sensor assembly 914 may also detect a change in the position of the apparatus 900 or a component of the apparatus 900, the presence or absence of user contact with the apparatus 900, orientation or acceleration/deceleration of the apparatus 900, and a change in the temperature of the apparatus 900. The sensor assembly 914 may include a proximity sensor configured to detect the presence of a nearby object in the absence of any physical contact. The sensor assembly 914 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 914 may also include an acceleration sensor, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
The communication component 916 is configured to facilitate communications between the apparatus 900 and other devices in a wired or wireless manner. The apparatus 900 may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 916 receives a broadcast signal or broadcast associated information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communication component 916 further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, Ultra Wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.
In an exemplary embodiment, the apparatus 900 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, micro-controllers, microprocessors or other electronic components for performing the above-described methods.
In an exemplary embodiment, a non-transitory computer readable storage medium comprising instructions, such as the memory 904 comprising instructions, executable by the processor 920 of the apparatus 900 to perform the above-described method is also provided. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
Fig. 6 is a schematic diagram of a server in some embodiments of the invention. The server 1900 may vary widely by configuration or performance and may include one or more Central Processing Units (CPUs) 1922 (e.g., one or more processors) and memory 1932, one or more storage media 1930 (e.g., one or more mass storage devices) storing applications 1942 or data 1944. Memory 1932 and storage medium 1930 can be, among other things, transient or persistent storage. The program stored in the storage medium 1930 may include one or more modules (not shown), each of which may include a series of instructions operating on a server. Still further, a central processor 1922 may be provided in communication with the storage medium 1930 to execute a series of instruction operations in the storage medium 1930 on the server 1900.
The server 1900 may also include one or more power supplies 1926, one or more wired or wireless network interfaces 1950, one or more input-output interfaces 1958, one or more keyboards 1956, and/or one or more operating systems 1941, such as Windows Server, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM, etc.
A non-transitory computer readable storage medium in which instructions, when executed by a processor of an apparatus (terminal or server), enable the apparatus to perform a data processing method, the method comprising: responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option; and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
The embodiment of the invention discloses A1 and a data processing method, which comprises the following steps:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
A2, according to the method of A1, the corresponding states of the object include: actions, and/or, expressions, and/or, sounds.
A3, according to the method in A1, the animation further comprises: and the state corresponding to the object is matched with the text.
A4, according to the method of A1, before receiving the selection operation, the animation includes: a first animation for inviting a user.
A5, according to the method in A1, the text included in the updated animation is matched with the category option corresponding to the selection operation, and/or the state of the object in the updated animation is matched with the category option corresponding to the selection operation.
A6, the method of any one of A1 to A5, the method further comprising:
and if the selection operation of the user for the category options is not received within the preset time length, updating the animation into a second animation, wherein the second animation is used for expressing negative emotion.
A7, the method of any one of A1 to A5, the method further comprising:
and responding to the sharing operation of the user for the recommended content, and giving the user the operation authority for the preset category option.
The embodiment of the invention discloses B8 and a data processing method, which comprises the following steps:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
B9, the method according to B8, the user features including: preference features and/or language style features.
B10, according to the method of B8, determining the target recommended content from the recommended content corresponding to the category option selected by the user includes:
and matching the user characteristics with the content characteristics corresponding to the recommended content corresponding to the category option selected by the user to obtain the target recommended content.
The embodiment of the invention discloses C11 and a data processing device, wherein the device comprises:
the display module is used for responding to the triggering operation of a user for the input method key and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and the storage updating module is used for responding to the selection operation of the user aiming at the category options, storing the category options corresponding to the selection operation and updating the animation.
C12, according to the device of C11, the corresponding state of the object includes: actions, and/or, expressions, and/or, sounds.
C13, the device according to C11, further comprising: and the state corresponding to the object is matched with the text.
C14, the apparatus of C11, wherein before receiving the selection operation, the animation comprises: a first animation for inviting a user.
C15, according to the device in C11, the text included in the updated animation is matched with the category option corresponding to the selection operation, and/or the state of the object in the updated animation is matched with the category option corresponding to the selection operation.
C16, the apparatus according to any one of C11 to C15, the apparatus further comprising:
and the animation updating module is used for updating the animation into a second animation if the selection operation of the user for the category option is not received within the preset time length, and the second animation is used for expressing negative emotion.
C17, the apparatus according to any one of C11 to C15, the apparatus further comprising:
and the permission processing module is used for responding to the sharing operation of the user for the recommended content and giving the user the operation permission for the preset category option.
The embodiment of the invention discloses D18 and a data processing device, wherein the device comprises:
the determining module is used for determining target recommended content from the recommended content corresponding to the category option selected by the user according to the user characteristics;
and the display module is used for displaying the target recommendation content.
D19, the apparatus of D18, the user features comprising: preference features and/or language style features.
D20, the apparatus of D18, the means for determining comprising:
and the matching module is used for matching the user characteristics with the content characteristics corresponding to the recommended content corresponding to the category option selected by the user to obtain the target recommended content.
The embodiment of the invention discloses E21, a device for data processing, comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and the one or more programs are configured to be executed by the one or more processors and comprise instructions for:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
E22, according to the apparatus of E21, the state corresponding to the object includes: actions, and/or, expressions, and/or, sounds.
E23, the device according to E21, further comprising: and the state corresponding to the object is matched with the text.
E24, the apparatus of E21, wherein, prior to receiving the selection operation, the animation comprises: a first animation for inviting a user.
E25, according to the device of E21, the text included in the updated animation is matched with the category option corresponding to the selection operation, and/or the state of the object in the updated animation is matched with the category option corresponding to the selection operation.
E26, the device of any of E21-E25, the device also configured to execute the one or more programs by one or more processors including instructions for:
and if the selection operation of the user for the category options is not received within the preset time length, updating the animation into a second animation, wherein the second animation is used for expressing negative emotion.
E27, the device of any of E21-E25, the device also configured to execute the one or more programs by one or more processors including instructions for:
and responding to the sharing operation of the user for the recommended content, and giving the user the operation authority for the preset category option.
The embodiment of the invention discloses F28, an apparatus for data processing, comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and the one or more programs configured to be executed by the one or more processors comprise instructions for:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
F29, the apparatus of F28, the user features comprising: preference features and/or language style features.
F30, according to the apparatus of F28, the determining the target recommended content from the recommended content corresponding to the category option selected by the user includes:
and matching the user characteristics with the content characteristics corresponding to the recommended content corresponding to the category option selected by the user to obtain the target recommended content.
Embodiments of the present invention disclose G31, one or more machine readable media having instructions stored thereon that, when executed by one or more processors, cause an apparatus to perform a data processing method as described in one or more of a 1-a 7.
Embodiments of the invention disclose H32, one or more machine readable media having instructions stored thereon that, when executed by one or more processors, cause an apparatus to perform a data processing method as described in one or more of B8-B10.
Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This invention is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.
It will be understood that the invention is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.
The data processing method, the data processing apparatus, and the machine-readable medium provided by the present invention have been described in detail, and specific examples are used herein to explain the principles and embodiments of the present invention, and the descriptions of the above examples are only used to help understand the method and the core idea of the present invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.

Claims (10)

1. A method of data processing, the method comprising:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
2. The method of claim 1, wherein the object-corresponding state comprises: actions, and/or, expressions, and/or, sounds.
3. The method of claim 1, wherein the animation further comprises: and the state corresponding to the object is matched with the text.
4. A data processing method, comprising:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
5. A data processing apparatus, characterized in that the apparatus comprises:
the display module is used for responding to the triggering operation of a user for the input method key and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and the storage updating module is used for responding to the selection operation of the user aiming at the category options, storing the category options corresponding to the selection operation and updating the animation.
6. A data processing apparatus, characterized in that the apparatus comprises:
the determining module is used for determining target recommended content from the recommended content corresponding to the category option selected by the user according to the user characteristics;
and the display module is used for displaying the target recommendation content.
7. An apparatus for data processing, comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and wherein execution of the one or more programs by one or more processors comprises instructions for:
responding to the triggering operation of a user for the input method key, and displaying a setting interface; the setting interface includes: recommending at least one category option corresponding to the content and animation; the animation comprises the following steps: a dynamic object, wherein the animation is used for guiding the user to select the category option;
and responding to the selection operation of the user for the category options, saving the category options corresponding to the selection operation, and updating the animation.
8. An apparatus for data processing, comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and wherein execution of the one or more programs by one or more processors comprises instructions for:
according to the user characteristics, determining target recommended content from recommended content corresponding to the category options selected by the user;
and displaying the target recommendation content.
9. One or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform a data processing method as recited in one or more of claims 1-3.
10. One or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform the data processing method of claim 4.
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