CN116932792A

CN116932792A - Content management method, device, electronic equipment and storage medium

Info

Publication number: CN116932792A
Application number: CN202210381242.4A
Authority: CN
Inventors: 裴德志
Original assignee: Shenzhen TCL New Technology Co Ltd
Current assignee: Shenzhen TCL New Technology Co Ltd
Priority date: 2022-04-12
Filing date: 2022-04-12
Publication date: 2023-10-24

Abstract

The embodiment of the invention discloses a content management method, a content management device, electronic equipment and a storage medium; according to the embodiment of the invention, the dimension description information of the candidate management content under at least one detection dimension can be obtained, the detection reference information corresponding to the detection dimension is obtained, the dimension description information and the detection reference information are subjected to information matching to obtain the matching degree between the dimension description information corresponding to each detection dimension and the detection reference information, and when the matching degree corresponding to any detection dimension is larger than a preset matching threshold, the candidate management content is managed based on the matching degree; by matching the detection reference information corresponding to different detection dimensions with the dimension description information of the content, when the matching degree of the candidate management content in a certain dimension and the detection reference information is larger than a preset matching threshold, the management of the candidate management content can be triggered, so that the dependence on manpower can be reduced, the manpower resource is saved, and the content management efficiency is improved on the basis of ensuring the content management accuracy.

Description

Content management method, device, electronic equipment and storage medium

Technical Field

The present invention relates to the field of natural language processing technologies, and in particular, to a content management method, a device, an electronic apparatus, and a storage medium.

Background

With the rapid development of the current multimedia technology, various multimedia contents such as movies, videos, literature and the like are more and more abundant. Meanwhile, sometimes some pieces of multimedia content such as video, audio may not be allowed to be played due to copyright, age restriction, etc., and management is required according to the multimedia content, which also makes the management pressure on the content more and more great.

Currently, the main method adopted in the process of multimedia content management is that a manager manually judges whether the part of content needs to adopt a corresponding management strategy according to information provided by a content provider when uploading multimedia content. However, by adopting the scheme, the method has great dependence on human resources, and the content management speed is slower, so that the efficiency of content management is not improved.

Disclosure of Invention

The embodiment of the invention provides a content management method, a device, electronic equipment and a storage medium, which can reduce the dependence on manpower, save human resources and improve the efficiency of content management on the basis of ensuring the accuracy of content management.

The embodiment of the invention provides a content management method, which comprises the following steps:

acquiring dimension description information of candidate management contents under at least one detection dimension;

acquiring detection reference information corresponding to the detection dimension according to the detection dimension;

performing information matching on the dimension description information and the detection reference information to obtain matching degree between the dimension description information and the detection reference information corresponding to each detection dimension;

and managing the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is larger than a preset matching threshold.

Correspondingly, the embodiment of the invention also provides a content management device, which comprises:

a description information acquisition unit for acquiring dimension description information of the candidate management content in at least one detection dimension;

the reference information acquisition unit is used for acquiring detection reference information corresponding to the detection dimension according to the detection dimension;

the information matching unit is used for carrying out information matching on the dimension description information and the detection reference information to obtain the matching degree between the dimension description information and the detection reference information corresponding to each detection dimension;

And the content management unit is used for managing the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is larger than a preset matching threshold value.

Optionally, the content management device provided by the embodiment of the present invention further includes a reference information updating unit, configured to receive new detection description information, and store the detection description information into a detection description information queue;

acquiring the detection description information from the detection description information queue according to the processing process corresponding to the detection description information queue, and performing dimension analysis on the detection description information to obtain updated detection reference information under at least one detection dimension;

the reference information acquisition unit is used for acquiring updated detection reference information corresponding to the detection dimension according to the detection dimension;

the information matching unit is used for carrying out information matching on the dimension description information and the updated detection reference information to obtain the matching degree between the dimension description information corresponding to each detection dimension and the updated detection reference information.

Optionally, the candidate management content includes an added candidate management content, and the description information obtaining unit is configured to receive the added candidate management content, and store the added candidate management content into an added management content queue;

Acquiring the new candidate management content from the new management content queue according to the processing process corresponding to the new management content queue;

and carrying out dimension analysis on the newly added candidate management content to obtain dimension description information under at least one detection dimension.

Optionally, the description information obtaining unit is configured to obtain, according to the new candidate management content, content description information of the new candidate management content;

mapping the content description information into a semantic vector space through semantic mapping parameters of a content management model, wherein the semantic vector space is constructed based on a reference semantic characterization vector obtained by carrying out semantic mapping on detection reference information;

obtaining a description semantic characterization vector of the content description information based on the mapping result, and taking the description semantic characterization vector as dimension description information of the newly added candidate management content;

the information matching unit is configured to perform vector matching on the description semantic representation vector and a reference semantic representation vector in the semantic vector space through the content management model, so as to obtain a vector matching degree as a matching degree between the dimension description information corresponding to each detection dimension and the detection reference information.

Optionally, the content management device provided by the embodiment of the present invention further includes a manual auditing unit, configured to calculate a result confidence coefficient for performing vector matching on the description semantic token vector and the reference semantic token vector;

and when the confidence coefficient is smaller than a preset confidence threshold value, adding the newly added candidate management content to a manual management set so that a content manager manages the newly added candidate management content in the manual management set.

Optionally, the content management device provided by the embodiment of the present invention further includes an information selection unit, configured to receive a dimension selection request, where the dimension selection request indicates a target dimension selected by a user;

according to the dimension selection request, candidate reference information of a target dimension corresponding to the dimension selection request is obtained;

the candidate reference information is sent to a dimension selection terminal, and the dimension selection terminal is triggered to display based on the candidate reference information;

and receiving an information selection instruction, and taking candidate reference information corresponding to the information selection instruction as new detection description information.

Optionally, the content management unit is configured to add the candidate management content to a content management set if the matching degree is greater than a preset matching threshold;

The content management device provided by the embodiment of the invention further comprises a content viewing unit, a content viewing unit and a content management unit, wherein the content viewing unit is used for receiving a content viewing request of a user, and the content viewing request indicates target content which the user requests to view;

and when the target content is the content in the content management set, returning content management prompt information to a content viewing terminal so that the content viewing terminal displays the content management prompt information.

Correspondingly, the embodiment of the invention also provides electronic equipment, which comprises a memory and a processor; the memory stores an application program, and the processor is configured to run the application program in the memory, so as to execute steps in any content management method provided by the embodiment of the present invention.

Accordingly, embodiments of the present invention also provide a computer readable storage medium storing a plurality of instructions adapted to be loaded by a processor to perform any of the steps in the content management method provided by the embodiments of the present invention.

In addition, the embodiment of the present invention further provides a computer program product, which includes a computer program or instructions, where the computer program or instructions implement steps in any of the content management methods provided in the embodiments of the present invention when executed by a processor.

By adopting the scheme of the embodiment of the invention, the dimension description information of the candidate management content under at least one detection dimension can be obtained, the detection reference information corresponding to the detection dimension is obtained according to the detection dimension, the dimension description information and the detection reference information are subjected to information matching to obtain the matching degree between the dimension description information corresponding to each detection dimension and the detection reference information, and when the matching degree corresponding to any detection dimension is larger than a preset matching threshold, the candidate management content is managed based on the matching degree; in the embodiment of the invention, the detection reference information corresponding to different detection dimensions is matched with the dimension description information of the content, and when the matching degree of the candidate management content in a certain dimension and the detection reference information is larger than the preset matching threshold, the candidate management content can be managed, so that the dependence on manpower can be reduced, the manpower resource is saved, and the content management efficiency is improved on the basis of ensuring the content management accuracy.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the description of the embodiments will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

Fig. 1 is a schematic view of a scenario of a content management method according to an embodiment of the present invention;

FIG. 2 is a flow chart of a content management method provided by an embodiment of the present invention;

FIG. 3 is another flow chart of application login provided by an embodiment of the present invention;

fig. 4 is a schematic structural diagram of a content management apparatus according to an embodiment of the present invention;

fig. 5 is another schematic structural view of a content management apparatus according to an embodiment of the present invention;

fig. 6 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.

Detailed Description

The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to fall within the scope of the invention.

The embodiment of the invention provides a content management method, a content management device, electronic equipment and a computer readable storage medium. Specifically, the embodiment of the present invention provides a content management method suitable for a content management apparatus, which may be integrated in an electronic device.

The electronic device may be a terminal or the like, including but not limited to a mobile terminal and a fixed terminal, for example, a mobile terminal including but not limited to a smart phone, a smart watch, a tablet computer, a notebook computer, a smart car, etc., wherein the fixed terminal includes but not limited to a desktop computer, a smart television, etc.

The electronic device may be a server, which may be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, or a cloud server that provides cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, CDN (Content Delivery Network ), and basic cloud computing services such as big data and artificial intelligence platform, but is not limited thereto.

The content management method of the embodiment of the invention can be realized by a server or a terminal and the server together.

The content management method is described below by taking a case where the terminal and the server together implement the method.

As shown in fig. 1, the content management system provided by the embodiment of the present invention includes a terminal 10, a server 20, and the like; the terminal 10 and the server 20 are connected through a network, for example, a wired or wireless network connection, wherein the terminal 10 may exist as a terminal for a user to send candidate management contents to be managed to the server 20.

The terminal 10 may be a terminal for uploading candidate management contents to be managed for a user, and is configured to send the candidate management contents to be managed to the server 20.

The server 20 may be configured to obtain dimension description information of the candidate management content under at least one detection dimension, obtain detection reference information corresponding to the detection dimension according to the detection dimension, perform information matching on the dimension description information and the detection reference information, obtain a matching degree between the dimension description information corresponding to each detection dimension and the detection reference information, and manage the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is greater than a preset matching threshold.

It will be appreciated that the steps of content management performed by the server 20 may also be performed by the terminal 10, and the embodiments of the present invention are not limited in this respect.

The following will describe in detail. The following description of the embodiments is not intended to limit the preferred embodiments.

Embodiments of the present invention will be described from the perspective of a content management apparatus, which may be integrated in a server or a terminal in particular.

As shown in fig. 2, the specific flow of the content management method of this embodiment may be as follows:

201. dimension description information of candidate management content in at least one detection dimension is obtained.

The candidate management content is content to be managed, for example, the candidate management content may be text, video, audio, image, and the like.

It is understood that the candidate management content may be one content or may be several contents. For example, the candidate management content may be one video, or the candidate management content may be all articles obtained in history, or the like.

The detection dimension is a dimension for judging whether the candidate management content needs to be managed. Specific detection dimensions may include, but are not limited to, material, content provider, etc. In the embodiment of the invention, different detection dimensions can be set for different types of candidate management contents.

In the practical application process, step 201 may include:

acquiring candidate management contents and determining the content type corresponding to the candidate management contents;

and determining at least one detection dimension corresponding to the content type according to the content type.

For example, for candidate management content of a movie program type, the detection dimension may include, but is not limited to, an artist, director, subject matter, etc., and for candidate management content of a literary work type, the detection dimension may include, but is not limited to, an author, subject matter, publisher, etc.

Specifically, the dimension description information is used for describing the candidate management content from each detection dimension corresponding to the dimension description information. For example, if the detected dimensions of the candidate management content are the artist and director, the dimension description information may be actor a and director B.

In some alternative embodiments, the candidate management content may be content for which the dimension description information under each detected dimension has been predetermined, and the dimension description information may be directly acquired when content management is required.

In other embodiments, the candidate management content may be newly added content, such as content newly provided by a content provider. At this time, the candidate management contents need to be parsed to determine the dimension description information thereof. That is, the step of "obtaining dimension description information of the candidate management content in at least one detection dimension" may specifically include:

receiving newly added candidate management contents, and storing the newly added candidate management contents into a newly added management content queue;

Wherein the newly added candidate management content is the newly added candidate management content. For example, the newly added candidate management content may be a video created and uploaded by the user, or may be a variety program or movie created by a program or episode manufacturer, or the like.

The newly added management content queue is a message queue for storing newly added candidate management contents, and can store the newly added candidate management contents in the process of managing the newly added candidate management contents.

Specifically, the processing process corresponding to the newly added management content queue may be that the content entering the queue is processed first and then the content entering the queue is processed later, or may also be that the content located at the head of the queue is processed at intervals, and so on.

202. And acquiring detection reference information corresponding to the detection dimension according to the detection dimension.

Wherein the detection reference information is used to provide a reference for determining whether the candidate management contents need to be managed. The detection reference information may be in the form of keywords, key frames, etc.

In some alternative embodiments, the detection reference information may be preset. When the candidate management content needs to be judged whether content management is needed or not, the existing detection reference information can be directly obtained for information matching.

In alternative embodiments, new detection reference information may be obtained and old detection reference information may be updated, since copyright information and the like may change. As shown in fig. 3, before the step of "obtaining the content description information of the candidate management content", the content management method provided by the embodiment of the present invention may further include:

receiving new detection description information, and storing the detection description information into a detection description information queue;

and acquiring the detection description information from the detection description information queue according to the processing process corresponding to the detection description information queue, and performing dimension analysis on the detection description information to obtain updated detection reference information under at least one detection dimension.

Wherein the new detection description information is the newly received detection description information. The detection description information may be information describing the content to be managed from the viewpoint of the manager.

Specifically, the detection description information queue is a message queue for storing the newly added candidate management content, and can store the newly added candidate management content in the process of managing the newly added candidate management content.

The processing process corresponding to the detection description information queue may be that the detection description information which enters the queue is processed first and then the detection description information which enters the queue is processed later, or may also be that the detection description information which is located at the head of the queue is processed at intervals, and so on.

Correspondingly, the step of acquiring detection reference information corresponding to the detection dimension according to the detection dimension includes:

acquiring updated detection reference information corresponding to the detection dimension according to the detection dimension;

correspondingly, the step of performing information matching on the dimension description information and the detection reference information to obtain a matching degree between the dimension description information and the detection reference information corresponding to each detection dimension may specifically include:

and carrying out information matching on the dimension description information and the updated detection reference information to obtain the matching degree between the dimension description information corresponding to each detection dimension and the updated detection reference information.

The updating of the detection reference information may be an analysis result obtained by analyzing the new detection description information, or the updating of the detection reference information may be obtained by combining an analysis result obtained by analyzing the new detection description information with the old detection reference information.

In the embodiment of the invention, the real-time property of the detection reference information can be ensured by processing the new detection description information, and the problem of content management caused by untimely information updating is avoided.

In the practical application process, in order to facilitate the manager to input the detection description information, all known detection dimensions and the like can be provided for the manager to select. Before the step of receiving the new detection description information, the content management method provided by the embodiment of the invention may further include:

receiving a dimension selection request, wherein the dimension selection request indicates a target dimension selected by a user;

Wherein the dimension selection request may be generated according to a dimension selection operation of a user (content manager). The target dimension is a detection dimension to be set by a user.

For example, when a user enters a detection description information setting page on a terminal thereof and selects a certain dimension, a dimension selection request can be generated, wherein the target dimension is the dimension selected by the user.

Specifically, the candidate reference information may be information that can be set by the administrator in the target dimension. For example, if the target dimension is a director dimension, the candidate reference information may be all director names that are not set to detect the reference information, or the like.

Wherein the dimension selection terminal is a terminal for inputting detection description information for a user (content manager). The information selection instruction may indicate a specific selection of candidate reference information by the user. For example, the information selection instruction may indicate a user selection of at least one director name, and so on.

203. And carrying out information matching on the dimension description information and the detection reference information to obtain the matching degree between the dimension description information and the detection reference information corresponding to each detection dimension.

In some examples, information matching may be achieved by text matching or the like. For example, text vectorization is performed on the dimension description information and the detection reference information, and then vector matching is performed.

In other alternative embodiments, the dimension description information may be processed through an artificial intelligence model in order to improve accuracy of information matching. That is, the step of "performing dimension analysis on the newly added candidate management content to obtain dimension description information under at least one detected dimension" may specifically include:

acquiring content description information of the newly added candidate management content according to the newly added candidate management content;

and obtaining a description semantic representation vector of the content description information based on the mapping result, and taking the description semantic representation vector as the dimension description information of the newly added candidate management content.

Correspondingly, the step of performing information matching on the dimension description information and the detection reference information to obtain a matching degree between the dimension description information and the detection reference information corresponding to each detection dimension may include:

And carrying out vector matching on the description semantic representation vector and the reference semantic representation vector in the semantic vector space through the content management model to obtain vector matching degree serving as matching degree between the dimension description information and the detection reference information corresponding to each detection dimension.

In the embodiment of the invention, the content management model relates to text semantic analysis, namely natural language processing, and is also an important branch of the deep learning field. The content management model is required to input a large amount of semantic texts related to detection reference information, such as name of person, photo name and the like corresponding to each detection dimension, and the matching precision of the content management model is continuously improved through training and iteration of the content management model.

In the practical application process, in order to reduce the risk of error processing, the content management method provided by the embodiment of the invention may further include:

calculating the result confidence coefficient of vector matching of the description semantic characterization vector and the reference semantic characterization vector;

Specifically, the confirmation of the content manager can be triggered by mail, display prompt message, etc. for the newly added candidate management content added into the manual management set.

204. And managing the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is larger than a preset matching threshold.

The preset matching threshold value can be a specific value, for example, 0.5, etc., and a technician can set the matching threshold value according to actual requirements.

In some alternative embodiments, step 204 may include:

and if the matching degree is greater than a preset matching threshold, adding the candidate management content into a content management set.

Wherein, the content management set can comprise all candidate management contents which need to be managed.

Further, the content management method provided by the embodiment of the invention may further include:

receiving a content viewing request of a user, wherein the content viewing request indicates target content requested to be viewed by the user;

The content management hint information may be hint information similar to "the content is not displayable", "the content has copyright problem", or the like.

As can be seen from the above, in the embodiment of the present invention, dimension description information of candidate management contents under at least one detection dimension may be obtained, detection reference information corresponding to the detection dimension is obtained according to the detection dimension, information matching is performed on the dimension description information and the detection reference information, so as to obtain a matching degree between the dimension description information corresponding to each detection dimension and the detection reference information, and when the matching degree corresponding to any detection dimension is greater than a preset matching threshold, the candidate management contents are managed based on the matching degree; in the embodiment of the invention, the detection reference information corresponding to different detection dimensions is matched with the dimension description information of the content, and when the matching degree of the candidate management content in a certain dimension and the detection reference information is larger than the preset matching threshold, the candidate management content can be managed, so that the dependence on manpower can be reduced, the manpower resource is saved, and the content management efficiency is improved on the basis of ensuring the content management accuracy.

In order to better implement the above method, correspondingly, the embodiment of the invention also provides a content management device.

Referring to fig. 4, the apparatus includes:

a description information obtaining unit 401, configured to obtain dimension description information of the candidate management content in at least one detection dimension;

the reference information obtaining unit 402 may be configured to obtain, according to the detection dimension, detection reference information corresponding to the detection dimension;

the information matching unit 403 may be configured to perform information matching on the dimension description information and the detection reference information, so as to obtain a matching degree between the dimension description information and the detection reference information corresponding to each detection dimension;

the content management unit 404 may be configured to manage the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is greater than a preset matching threshold.

In some alternative embodiments, as shown in fig. 5, the content management apparatus provided in the embodiments of the present invention may further include a reference information updating unit 405, configured to receive new detection description information, and store the detection description information in a detection description information queue;

The reference information obtaining unit 402 may be configured to obtain updated detection reference information corresponding to the detection dimension according to the detection dimension;

the information matching unit 403 may be configured to perform information matching on the dimension description information and the updated detection reference information, so as to obtain a degree of matching between the dimension description information corresponding to each detection dimension and the updated detection reference information.

In some optional embodiments, the candidate management content may include an added candidate management content, and the description information obtaining unit 401 may be configured to receive the added candidate management content, and store the added candidate management content in an added management content queue;

In some optional embodiments, the description information obtaining unit 401 may be configured to obtain, according to the new candidate management content, content description information of the new candidate management content;

the information matching unit 403 may be configured to perform vector matching on the description semantic token vector and a reference semantic token vector in the semantic vector space through the content management model, to obtain a vector matching degree as a matching degree between the dimension description information and the detection reference information corresponding to each detection dimension.

In some optional embodiments, the content management apparatus provided by the embodiments of the present invention may further include a manual auditing unit 406, which may be configured to calculate a confidence level of a result of vector matching the description semantic token vector and the reference semantic token vector;

In some optional embodiments, the content management apparatus provided by the embodiments of the present invention may further include an information selection unit 407, which may be configured to receive a dimension selection request, where the dimension selection request indicates a target dimension selected by a user;

In some optional embodiments, the content management unit 404 may be configured to add the candidate management content to a content management set if the matching degree is greater than a preset matching threshold;

the content management device provided by the embodiment of the invention can further comprise a content viewing unit 408, which can be used for receiving a content viewing request of a user, wherein the content viewing request indicates target content requested to be viewed by the user;

As can be seen from the above, the content management device can obtain the dimension description information of the candidate management content under at least one detection dimension, obtain the detection reference information corresponding to the detection dimension according to the detection dimension, perform information matching on the dimension description information and the detection reference information to obtain the matching degree between the dimension description information corresponding to each detection dimension and the detection reference information, and manage the candidate management content based on the matching degree when the matching degree corresponding to any detection dimension is greater than a preset matching threshold; in the embodiment of the invention, the detection reference information corresponding to different detection dimensions is matched with the dimension description information of the content, and when the matching degree of the candidate management content in a certain dimension and the detection reference information is larger than the preset matching threshold, the candidate management content can be managed, so that the dependence on manpower can be reduced, the manpower resource is saved, and the content management efficiency is improved on the basis of ensuring the content management accuracy.

In addition, the embodiment of the present invention further provides an electronic device, which may be a terminal or a server, as shown in fig. 6, and shows a schematic structural diagram of the electronic device according to the embodiment of the present invention, specifically:

The electronic device may include Radio Frequency (RF) circuitry 601, memory 602 including one or more computer readable storage media, input unit 603, display unit 604, sensor 605, audio circuitry 606, wireless fidelity (WiFi, wireless Fidelity) module 607, processor 608 including one or more processing cores, and power supply 609. It will be appreciated by those skilled in the art that the electronic device structure shown in fig. 6 is not limiting of the electronic device and may include more or fewer components than shown, or may combine certain components, or a different arrangement of components. Wherein:

the RF circuit 601 may be used for receiving and transmitting signals during a message or a call, and in particular, after receiving downlink information of a base station, the downlink information is processed by one or more processors 608; in addition, data relating to uplink is transmitted to the base station. Typically, RF circuitry 601 includes, but is not limited to, an antenna, at least one amplifier, a tuner, one or more oscillators, a subscriber identity module (SIM, subscriber Identity Module) card, a transceiver, a coupler, a low noise amplifier (LNA, low Noise Amplifier), a duplexer, and the like. In addition, the RF circuitry 601 may also communicate with networks and other devices through wireless communications. The wireless communication may use any communication standard or protocol including, but not limited to, global system for mobile communications (GSM, global System of Mobile communication), general packet radio service (GPRS, general Packet Radio Service), code division multiple access (CDMA, code Division Multiple Access), wideband code division multiple access (WCDMA, wideband Code Division Multiple Access), long term evolution (LTE, long Term Evolution), email, short message service (SMS, short Messaging Service), and the like.

The memory 602 may be used to store software programs and modules that are stored in the memory 602 for execution by the processor 608 to perform various functional applications and data processing. The memory 602 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program (such as a sound playing function, an image playing function, etc.) required for at least one function, and the like; the storage data area may store data created according to the use of the electronic device (such as audio data, phonebooks, etc.), and the like. In addition, the memory 602 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage device. Accordingly, the memory 602 may also include a memory controller to provide access to the memory 602 by the processor 608 and the input unit 603.

The input unit 603 may be used to receive input numeric or character information and to generate keyboard, mouse, joystick, optical or trackball signal inputs related to user settings and function control. In particular, in one particular embodiment, the input unit 603 may include a touch-sensitive surface, as well as other input devices. The touch-sensitive surface, also referred to as a touch display screen or a touch pad, may collect touch operations thereon or thereabout by a user (e.g., operations thereon or thereabout by a user using any suitable object or accessory such as a finger, stylus, etc.), and actuate the corresponding connection means according to a predetermined program. Alternatively, the touch-sensitive surface may comprise two parts, a touch detection device and a touch controller. The touch detection device detects the touch azimuth of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch detection device and converts it into touch point coordinates, which are then sent to the processor 608, and can receive commands from the processor 608 and execute them. In addition, touch sensitive surfaces may be implemented in a variety of types, such as resistive, capacitive, infrared, and surface acoustic waves. The input unit 603 may comprise other input devices in addition to a touch sensitive surface. In particular, other input devices may include, but are not limited to, one or more of a physical keyboard, function keys (such as volume control keys, switch keys, etc.), a trackball, mouse, joystick, etc.

The display unit 604 may be used to display information entered by a user or provided to a user as well as various graphical user interfaces of the electronic device, which may be composed of graphics, text, icons, video, and any combination thereof. The display unit 604 may include a display panel, which may be optionally configured in the form of a liquid crystal display (LCD, liquid Crystal Display), an Organic Light-Emitting Diode (OLED), or the like. Further, the touch-sensitive surface may overlay a display panel, and upon detection of a touch operation thereon or thereabout, the touch-sensitive surface is passed to the processor 608 to determine the type of touch event, and the processor 608 then provides a corresponding visual output on the display panel based on the type of touch event. Although in fig. 6 the touch sensitive surface and the display panel are implemented as two separate components for input and output functions, in some embodiments the touch sensitive surface may be integrated with the display panel to implement the input and output functions.

The electronic device may also include at least one sensor 605, such as a light sensor, a motion sensor, and other sensors. In particular, the light sensor may include an ambient light sensor that may adjust the brightness of the display panel according to the brightness of ambient light, and a proximity sensor that may turn off the display panel and/or backlight when the electronic device is moved to the ear. As one of the motion sensors, the gravity acceleration sensor can detect the acceleration in all directions (generally three axes), and can detect the gravity and the direction when the mobile phone is stationary, and can be used for applications of recognizing the gesture of the mobile phone (such as horizontal and vertical screen switching, related games, magnetometer gesture calibration), vibration recognition related functions (such as pedometer and knocking), and the like; other sensors such as gyroscopes, barometers, hygrometers, thermometers, infrared sensors, etc. that may also be configured with the electronic device are not described in detail herein.

Audio circuitry 606, speakers, and a microphone may provide an audio interface between the user and the electronic device. The audio circuit 606 may transmit the received electrical signal after audio data conversion to a speaker, where the electrical signal is converted to a sound signal for output; on the other hand, the microphone converts the collected sound signals into electrical signals, which are received by the audio circuit 606 and converted into audio data, which are processed by the audio data output processor 608 for transmission via the RF circuit 601 to, for example, another electronic device, or which are output to the memory 602 for further processing. The audio circuit 606 may also include an ear bud jack to provide communication of the peripheral ear bud with the electronic device.

WiFi belongs to a short-distance wireless transmission technology, and the electronic equipment can help a user to send and receive emails, browse webpages, access streaming media and the like through the WiFi module 607, so that wireless broadband Internet access is provided for the user. Although fig. 6 shows a WiFi module 607, it is understood that it does not belong to the necessary constitution of the electronic device, and can be omitted entirely as needed within the scope of not changing the essence of the invention.

The processor 608 is a control center of the electronic device that utilizes various interfaces and lines to connect the various parts of the overall handset, perform various functions of the electronic device and process data by running or executing software programs and/or modules stored in the memory 602, and invoking data stored in the memory 602. Optionally, the processor 608 may include one or more processing cores; preferably, the processor 608 may integrate an application processor that primarily handles operating systems, user interfaces, applications, etc., with a modem processor that primarily handles wireless communications. It will be appreciated that the modem processor described above may not be integrated into the processor 608.

The electronic device also includes a power supply 609 (e.g., a battery) for powering the various components, which may be logically connected to the processor 608 via a power management system so as to perform functions such as managing charge, discharge, and power consumption via the power management system. The power supply 609 may also include one or more of any components, such as a direct current or alternating current power supply, a recharging system, a power failure detection circuit, a power converter or inverter, a power status indicator, and the like.

Although not shown, the electronic device may further include a camera, a bluetooth module, etc., which will not be described herein. Specifically, in this embodiment, the processor 608 in the electronic device loads executable files corresponding to the processes of one or more application programs into the memory 602 according to the following instructions, and the processor 608 executes the application programs stored in the memory 602, so as to implement various functions as follows:

Those of ordinary skill in the art will appreciate that all or a portion of the steps of the various methods of the above embodiments may be performed by instructions, or by instructions controlling associated hardware, which may be stored in a computer-readable storage medium and loaded and executed by a processor.

To this end, embodiments of the present invention provide a computer readable storage medium having stored therein a plurality of instructions capable of being loaded by a processor to perform the steps of any of the content management methods provided by embodiments of the present invention. For example, the instructions may perform the steps of:

The specific implementation of each operation above may be referred to the previous embodiments, and will not be described herein.

Wherein the computer-readable storage medium may comprise: read Only Memory (ROM), random access Memory (RAM, random Access Memory), magnetic or optical disk, and the like.

Because the instructions stored in the computer readable storage medium may execute the steps in any content management method provided by the embodiments of the present application, the beneficial effects that any content management method provided by the embodiments of the present application can achieve are detailed in the previous embodiments, and are not described herein.

According to one aspect of the present application, there is also provided a computer program product or computer program comprising computer instructions stored in a computer readable storage medium. The processor of the electronic device reads the computer instructions from the computer-readable storage medium and executes the computer instructions to cause the electronic device to perform the methods provided in the various alternative implementations of the embodiments described above.

The foregoing has described in detail a content management method, apparatus, electronic device and storage medium according to embodiments of the present invention, and specific examples have been applied to illustrate the principles and embodiments of the present invention, where the foregoing examples are only for aiding in understanding the method and core idea of the present invention; meanwhile, as those skilled in the art will have variations in the specific embodiments and application scope in light of the ideas of the present invention, the present description should not be construed as limiting the present invention.

Claims

1. A content management method, comprising:

2. The content management method according to claim 1, wherein before the content description information of the candidate management content is acquired, the method further comprises:

the step of obtaining the detection reference information corresponding to the detection dimension according to the detection dimension includes:

the step of performing information matching on the dimension description information and the detection reference information to obtain a matching degree between the dimension description information and the detection reference information corresponding to each detection dimension, includes:

3. The content management method according to claim 1, wherein the candidate management content includes newly added candidate management content;

the acquiring dimension description information of the candidate management content under at least one detection dimension comprises the following steps:

4. The content management method according to claim 3, wherein said performing dimensional analysis on said newly added candidate management content to obtain dimensional description information in at least one of said detected dimensions includes:

5. The content management method according to claim 4, characterized in that the method further comprises:

6. The content management method according to claim 2, wherein before receiving the new detection description information, the method further comprises:

7. The content management method according to any one of claims 1 to 6, wherein the managing the candidate management content based on the matching degree includes:

if the matching degree is larger than a preset matching threshold, adding the candidate management content into a content management set;

the method further comprises the steps of:

8. A content management apparatus, comprising:

9. An electronic device comprising a memory and a processor; the memory stores an application program, and the processor is configured to execute the application program in the memory to perform the steps in the content management method according to any one of claims 1 to 7.

10. A computer readable storage medium storing a plurality of instructions adapted to be loaded by a processor to perform the steps in the content management method of any one of claims 1 to 7.

11. A computer program product comprising computer programs or instructions which, when executed by a processor, implement the steps of the content management method according to any one of claims 1 to 7.