CN110119480A - Information processing method, device, equipment and storage medium - Google Patents
Information processing method, device, equipment and storage medium Download PDFInfo
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- CN110119480A CN110119480A CN201910433576.XA CN201910433576A CN110119480A CN 110119480 A CN110119480 A CN 110119480A CN 201910433576 A CN201910433576 A CN 201910433576A CN 110119480 A CN110119480 A CN 110119480A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The disclosure is directed to a kind of information processing method, device, equipment and storage mediums, obtain information to be processed, the configuration file that load matches with information to be processed, configuration file indicates the process flow of information to be processed, according to process flow, obtains the corresponding content understanding module of information to be processed, content understanding module is used to carry out content analysis to information to be processed, according to content understanding module, information to be processed is analyzed, obtains analysis result.By reading the corresponding configuration file of information to be processed, dynamically load content understanding module improves the efficiency of content understanding, avoids the service of duplicate engineering development and redundancy.
Description
Technical field
This disclosure relates to which field of computer technology more particularly to a kind of information processing method, device, equipment and storage are situated between
Matter.
Background technique
The information flow of terminal device is recommended to access a large amount of picture and text, short video content from each content partners daily, and
It is distributed in different application programs (Application, App), after the access of a large amount of content, each App needs internal
Appearance is analyzed, and updates corresponding field, and each App needs the difference of content processing module to be loaded, related skill
In art, safeguard that an individual content accesses engineering by each APP, then coding calls the content understanding needed in engineering
Service, to realize the analysis to content.
Summary of the invention
To overcome the problems in correlation technique, the disclosure provides a kind of information processing method, device, equipment and storage
Medium.
According to the first aspect of the embodiments of the present disclosure, a kind of information processing method is provided, comprising:
Obtain information to be processed；
The configuration file that load matches with the information to be processed, the configuration file indicate the information to be processed
Process flow；
According to the process flow, the corresponding content understanding module of the information to be processed, the content understanding mould are obtained
Block is used to carry out content analysis to the information to be processed；
According to the content understanding module, the information to be processed is analyzed, obtains analysis result.
Optionally, the method also includes:
Multiple target informations are obtained from content partners, the content partners are for providing target information；
The multiple target information is added in Kafka queue, the Kafka queue is for storing the multiple target
Information；
It is described to obtain information to be processed, comprising:
The information to be processed is obtained from the information that the Kafka queue includes.
Optionally, the method also includes:
Obtain the type of service of each target information；
It obtains and stores the corresponding configuration file of each type of service；
The configuration file that the load matches with the information to be processed, comprising:
Obtain the type of service of the information to be processed；
Load the corresponding configuration file of type of service of the information to be processed.
Optionally, the content understanding module at least one of comprises the following modules:
Tag extraction module, categorization module, picture Understanding Module；
The tag extraction module is used to extract the keyword of the information to be processed, and the categorization module is used for described
The content of information to be processed is classified, and the picture Understanding Module is for dividing the picture in the information to be processed
Analysis.
Optionally, if the content understanding module includes tag extraction module, categorization module and picture Understanding Module；
The analysis result includes the information to be processed, the keyword of the information to be processed, the information to be processed
Content type and the information to be processed in pictorial information.
Optionally, the method also includes:
The analysis result is stored.
Optionally, the method also includes:
Obtain the browsing record of user；
It is recorded according to the browsing, obtains and record corresponding analysis result with the browsing；
The corresponding information of the analysis result is pushed to the user.
According to the second aspect of an embodiment of the present disclosure, a kind of information processing unit is provided, comprising:
First obtains module, is configured as obtaining information to be processed；
First processing module is configured as the configuration file that load matches with the information to be processed, the configuration text
Part indicates the process flow of the information to be processed；
Described first obtains module, is additionally configured to that it is corresponding to obtain the information to be processed according to the process flow
Content understanding module, the content understanding module are used to carry out content analysis to the information to be processed；
The first processing module is configured as analyzing the information to be processed according to the content understanding module, obtaining
Analyze result.
Optionally, described device further include:
Second obtains module, is configured as obtaining multiple target informations from content partners, the content partners are used for
Target information is provided；
Second processing module is configured as the multiple target information being added in Kafka queue, the Kafka team
Column are for storing the multiple target information；
Described first obtains module, comprising:
First acquisition submodule is configured as obtaining the information to be processed from the information that the Kafka queue includes.
Optionally, described device further include:
Third obtains module, is configured as obtaining the type of service of each target information；
First memory module is configured as obtaining and storing the corresponding configuration file of each type of service；
The first processing module, comprising:
First processing submodule, is configured as obtaining the type of service of the information to be processed；
Load the corresponding configuration file of type of service of the information to be processed.
Optionally, the content understanding module at least one of comprises the following modules:
Tag extraction module, categorization module, picture Understanding Module；
The tag extraction module is used to extract the keyword of the information to be processed, and the categorization module is used for described
The content of information to be processed is classified, and the picture Understanding Module is for dividing the picture in the information to be processed
Analysis.
Optionally, if the content understanding module includes tag extraction module, categorization module, picture Understanding Module；
The analysis result includes the information to be processed, the keyword of the information to be processed, the information to be processed
Content type and the information to be processed in pictorial information.
Optionally, described device further include:
Second memory module is configured as storing the analysis result.
Optionally, described device further include:
4th obtains module, is configured as obtaining the browsing record of user；
It is recorded according to the browsing, obtains and record corresponding analysis result with the browsing；；
Sending module is configured as the corresponding information of the analysis result being pushed to the user.
According to the third aspect of an embodiment of the present disclosure, a kind of terminal device is provided, comprising: receiver, transmitter, storage
Device, processor and computer program, the processor run the computer program to execute:
Obtain information to be processed；
The configuration file that load matches with the information to be processed, the configuration file indicate the information to be processed
Process flow；
According to the process flow, the corresponding content understanding module of the information to be processed, the content understanding mould are obtained
Block is used to carry out content analysis to the information to be processed；
According to the content understanding module, the information to be processed is analyzed, obtains analysis result.
According to a fourth aspect of embodiments of the present disclosure, a kind of computer readable storage medium is provided, calculating is stored thereon with
Machine program when the computer program is executed by processor, realizes information processing method described in first aspect.
Information processing method, device, equipment and the storage medium that embodiment of the disclosure provides, obtain information to be processed,
The configuration file that load matches with information to be processed, configuration file indicates the process flow of information to be processed, according to processing stream
Journey obtains the corresponding content understanding module of information to be processed, and content understanding module is used to carry out content analysis to information to be processed,
According to content understanding module, information to be processed is analyzed, obtains analysis result.By reading the corresponding configuration text of information to be processed
Part, dynamically load content understanding module, improves the efficiency of content understanding, avoids the service of duplicate engineering development and redundancy
Maintenance.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention
Example, and be used to explain the principle of the present invention together with specification.
Fig. 1 is the flow chart of information processing method embodiment one shown according to an exemplary embodiment.
Fig. 2 is the flow chart of information processing method embodiment two shown according to an exemplary embodiment.
Fig. 3 is the schematic diagram of information processing shown according to an exemplary embodiment.
Fig. 4 is the flow chart of information processing method embodiment three shown according to an exemplary embodiment.
Fig. 5 is the block diagram of information processing unit embodiment one shown according to an exemplary embodiment.
Fig. 6 is the block diagram of information processing unit embodiment two shown according to an exemplary embodiment.
Fig. 7 is the block diagram of information processing unit embodiment three shown according to an exemplary embodiment.
Fig. 8 is the block diagram of information processing unit example IV shown according to an exemplary embodiment.
Fig. 9 is the block diagram of information processing unit embodiment five shown according to an exemplary embodiment.
Figure 10 is the block diagram of terminal device entity shown according to an exemplary embodiment.
Figure 11 is a kind of block diagram of terminal device 1200 shown according to an exemplary embodiment.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistented with the present invention.On the contrary, they be only with it is such as appended
The example of device and method being described in detail in claims, some aspects of the invention are consistent.
With the development of media business, the information flow of terminal device is recommended a large amount of from the access of each content partners daily
Picture and text, video content, and be distributed in different App, after the access of a large amount of content, each App needs to carry out content
Analysis, and corresponding field is updated, and each App needs the difference of content understanding module to be loaded, in the related technology, leads to
It crosses each APP and safeguards an individual content access engineering, then coding calls the content understanding service needed in engineering, from
And realize the analysis to content, however this scheme needs to safeguard a large amount of item code, increases or downline module needs hand
Move online, maintenance cost height.
Therefore, the information processing method that the embodiment of the present disclosure provides aims to solve the problem that technical problem as above, concrete implementation
Mode is referring to following embodiments.
The information processing method that the embodiment of the present disclosure provides is carried out specifically by specific embodiment with reference to the accompanying drawing
It is bright.
Fig. 1 is the flow chart of information processing method embodiment one shown according to an exemplary embodiment.As shown in Figure 1,
The information processing method the following steps are included:
In step s101: obtaining information to be processed.
In the embodiments of the present disclosure, by executing software application on the processor of terminal device, content partners can be with
Information to be processed is pushed to the software application, wherein information to be processed can be short-sighted frequency, graph-text content etc., the software application
Can need the tool-class APP of picture and text and short video recommendations for millet browser, millet video etc., the embodiment of the present invention to this not
It is limited.
For example, content partners can be short-sighted frequency partner, it can be used for the millet view on the terminal device to installation
Frequency recommends short-sighted frequency, so that terminal device gets the short-sighted frequency of content partners push, alternatively, content partners can be new
Partner is heard, for recommending news to the millet browser of installation on the terminal device, so that terminal device gets content conjunction
The news that work side is recommended.
Certainly, in addition to obtaining the mode of information to be processed above, those skilled in the art can also use other implementable
Mode so that terminal device obtains information to be processed, the embodiment of the present disclosure is without limitation.
In step s 102: the configuration file that load matches with information to be processed, configuration file indicate information to be processed
Process flow.
It in the embodiments of the present disclosure, can be according to the service class of information to be processed after terminal device obtains information to be processed
Type, the configuration file that load matches with information to be processed, configuration file indicate the process flow of information to be processed.
For example, if information to be processed is graph-text content, the process flow of information to be processed includes to letter to be processed
The classifying content of breath, for example, information to be processed belongs to amusement, sport still learns, it further include the picture point to information to be processed
Analysis, for example, whether picture clear, whether have pornographic vulgar content, face location which, in picture comprising which object.
If information to be processed is pure words content, the process flow of information to be processed includes dividing information to be processed
Class can also include the extraction etc. to the keyword of information to be processed.
Certainly, the above-mentioned process flow to information to be processed is only exemplary explanation, the processing stream of the embodiment of the present disclosure
Journey includes but is not limited to the above-mentioned process flow referred to.
In step s 103: according to process flow, obtaining the corresponding content understanding module of information to be processed.
In the embodiments of the present disclosure, terminal device obtains the corresponding content understanding mould of information to be processed according to process flow
Block, content understanding module is used to carry out content analysis to information to be processed.
At least one of in a kind of possible design, content understanding module comprises the following modules:
Tag extraction module, categorization module, picture Understanding Module.
Wherein, tag extraction module is used to extract the keyword of information to be processed, and categorization module is used for described to be processed
The content of information is classified, and picture Understanding Module is for analyzing the picture in information to be processed, for example, judging picture
It is whether clear, whether have pornographic vulgar content, face location which, in picture comprising which object etc..
For example, if information to be processed is graph-text content, corresponding content understanding module may include tag extraction
Module, categorization module, picture Understanding Module；If information to be processed is pure words content, corresponding content understanding module can be with
Including tag extraction module, categorization module.
Content understanding module, specifically can be according to the business of information including but not limited to upper module in the embodiment of the present disclosure
Type determines.
In step S104: according to content understanding module, analyzing information to be processed, obtain analysis result.
In the embodiments of the present disclosure, information to be processed is divided according to the corresponding content understanding module of information to be processed
Analysis, acquisition analysis is as a result, recording and analyzing as a result, by corresponding content push to use according to the browsing of user so as to subsequent
Family.
For example, if information to be processed is graph-text content, corresponding content understanding module may include tag extraction
Module, categorization module, picture Understanding Module, analysis result include information to be processed, the keyword of information to be processed, letter to be processed
Pictorial information in the content type of breath and information to be processed then obtains the browsing record of user, it is interested to extract user
Browsing object, the information to match with the browsing object is pushed to user.For example, the interested browsing object of user is
" Zhang San ", analyzing includes keyword " Zhang San " in result, then will analyze keyword in result is " Zhang San " corresponding letter to be processed
Breath is pushed to user.
Alternatively, the browsing by user records, obtain user and be interested in entertainment news, then will analyze service class in result
Type is that the information to be processed of amusement is pushed to user.
In addition, picture Understanding Module is analyzed to be wrapped in the picture for obtaining information to be processed if information to be processed is graph-text content
Containing vulgar information, then the information to be processed is filtered out, i.e., will not be pushed to user.
Information processing method provided in this embodiment, obtains information to be processed, and load is matched with what information to be processed matched
File is set, configuration file indicates the process flow of information to be processed, according to process flow, obtains the corresponding content of information to be processed
Understanding Module, content understanding module are used to carry out content analysis to information to be processed, according to content understanding module, analyze to be processed
Information obtains analysis result.By reading the corresponding configuration file of information to be processed, dynamically load content understanding module is improved
The efficiency of content understanding, avoids the service of duplicate engineering development and redundancy.
Fig. 2 is the flow chart of information processing method embodiment two shown according to an exemplary embodiment, and the present embodiment exists
It on the basis of embodiment illustrated in fig. 1, elaborates to the information processing method, as shown in Fig. 2, the information processing method is specific
The following steps are included:
In step s 201: obtaining multiple target informations from content partners, content partners are for providing target information.
In the embodiments of the present disclosure, for content partners for providing target information, target information can be short-sighted frequency, news
Deng so that terminal device obtains multiple target informations that content partners provide.
Wherein, content partners can be short-sighted frequency partner, for that can also be new to the short-sighted frequency of terminal device offer
Hear partner, for terminal device provide news, the embodiment of the present disclosure to specific content partners with no restrictions, if its
It is capable of providing target information.
In step S202: multiple target informations being added in Kafka queue, Kafka queue is for storing multiple mesh
Mark information.
In the embodiments of the present disclosure, after terminal device gets the target information of content partners offer, by target information
It is written in a manner of message Message in Kafka queue, Kafka is a kind of message processing technique, it can be understood as " a pipe
Road ", as soon as it is filled in toward this " pipeline ", that is, target information is saved into Kafka queue when information needs to handle.
Introduction about Kafka queue is referring to associated description in the prior art, and details are not described herein for the embodiment of the present disclosure.
In step S203: obtaining the type of service of each target information.
In step S204: obtaining and store the corresponding configuration file of each type of service.
In the embodiments of the present disclosure, terminal device obtains the type of service of each target information, and type of service can be figure
Text, pure words, pure picture etc..Then, the corresponding configuration file of each type of service is obtained, configuration file indicates each target letter
The process flow of breath then stores the corresponding configuration file of each type of service.For example, if the industry of target information
Service type is pure words, then process flow includes classification, the extraction of keyword of target information etc. to target information, if target
The type of service of information is picture and text, then process flow includes the classification to target information, for example, target information belongs to amusement, body
It educates or learns, further include the picture analyzing to target information, for example, whether picture is clear, whether has pornographic vulgar content, people
Face position at which, include which object in picture.
In step S205: obtaining information to be processed from the information that Kafka queue includes.
In the embodiments of the present disclosure, the information preservation that content partners provide is in Kafka queue, when needing to handle, eventually
End equipment obtains information to be processed from the information that Kafka queue includes.
Correspondingly, the configuration file that load matches with information to be processed, comprising:
In step S206: obtaining the type of service of information to be processed.
In step S207: loading the corresponding configuration file of type of service of information to be processed.
In the embodiments of the present disclosure, terminal device is stored with the mapping relations of type of service and configuration file, then obtain to
The type of service for handling information, inquires the mapping relations, can obtain the corresponding configuration file of type of service of information to be processed.
In step S208: according to process flow, obtaining the corresponding content understanding module of information to be processed, content understanding mould
Block is used to carry out content analysis to information to be processed.
In step S209: according to content understanding module, analyzing information to be processed, obtain analysis result.
The implementation procedure of step S208-S209 is similar with the implementation procedure of step S103-S104, and details are not described herein again.
In a kind of possible design, the method also includes:
In step S210: analysis result is stored.
In the embodiments of the present disclosure, after getting the analysis result of information to be processed, analysis result can be saved to interior
In reservoir, the interested information of user is pushed from content pool so as to subsequent, wherein content pool is to be processed for saving
The analysis result of information.
Information processing method provided in this embodiment obtains multiple target informations from content partners, and content partners are used
In providing target information, multiple target informations are added in Kafka queue, Kafka queue is used to store multiple target informations,
Information to be processed is obtained from the information that Kafka queue includes, and according to process flow, obtains the corresponding content reason of information to be processed
Module is solved, content understanding module is used to carry out content analysis to information to be processed to analyze letter to be processed according to content understanding module
Breath is analyzed as a result, analysis result is stored.By reading the corresponding configuration file of information to be processed, dynamically load
Content understanding module improves the efficiency of content understanding, avoids the service of duplicate engineering development and redundancy.
Fig. 3 is the schematic diagram of information processing shown according to an exemplary embodiment, as shown in figure 3, including three contents
Partner's (content providers 1, content providers 2, content providers 3 in Fig. 3), each content partners provide at least one
Target information, these target informations are accessed in Kafka queue and (are saved into Kafka queue), when needing to handle, terminal device
Information to be processed is obtained from the information that Kafka queue includes, and loads the configuration file to match with information to be processed, according to
Configuration file dynamically load content understanding module, analyzes information to be processed, is analyzed as a result, content understanding module includes but not
It is limited to tag extraction module, categorization module, picture Understanding Module shown in Fig. 3, then, analysis result is saved to content pool
In.
On the basis of the above embodiments, it by after analysis result to content pool, is then recorded according to the browsing of user, from content
It is obtained in pond and records corresponding information with the browsing of user, and be pushed to user.
Fig. 4 is the flow chart of information processing method embodiment three shown according to an exemplary embodiment, and the present embodiment exists
It on the basis of Fig. 1, embodiment illustrated in fig. 2, elaborates to the content recommendation method, as shown in figure 4, the information processing method
Specifically includes the following steps:
In step S301: obtaining the browsing record of user.
In the embodiments of the present disclosure, the browsing record of user can for example be obtained from the historical record of webpage, the disclosure
Embodiment includes but is not limited to aforesaid way to obtain the browsing record of user.
In step s 302: being recorded according to browsing, obtain and record corresponding analysis result with browsing.
In step S303: the corresponding information of result will be analyzed and be pushed to user.
In the embodiments of the present disclosure, analysis result may include the keyword, to be processed of information to be processed, information to be processed
Pictorial information in the content type of information and information to be processed records according to the browsing of user, obtains the browsing pair of user
As, and the duration of the browsing object is concentrated on, if the duration that user concentrates on the browsing object is greater than preset duration, indicate to use
Family is very interested in the browsing object, then obtains analysis corresponding with the browsing object as a result, and the analysis result is corresponding
Information is pushed to user.
If the duration that user concentrates on browsing object is less than preset duration, indicate that user loses interest in the browsing object,
Then do not recommend information corresponding with the browsing object to user, ensure that the validity of content push.
For example, analysis result includes the content class of information to be processed, the keyword of information to be processed, information to be processed
Pictorial information in type and information to be processed is recorded according to the browsing of user, and the browsing object for obtaining user is " Zhang San ", is obtained
Take the analysis that keyword is " Zhang San " as a result, and " Zhang San " corresponding information is pushed to user.
Information processing method provided in this embodiment obtains the browsing record of user, is recorded according to browsing, obtained and browsing
Corresponding analysis is recorded as a result, will analyze the corresponding information of result is pushed to user.It is corresponding by reading information to be processed
Configuration file, dynamically load content understanding module, improves the efficiency of content understanding, avoids duplicate engineering development and redundancy
Service, while pushing corresponding information to user, the user experience is improved.
The disclosure provides a kind of information processing unit, which can be used for executing the skill in method shown in Fig. 1 to Fig. 4
Art scheme.
Fig. 5 is the block diagram of information processing unit embodiment one shown according to an exemplary embodiment.As shown in figure 5, should
Information processing unit 50 includes the first acquisition module 11, first processing module 12.
First obtains module 11, is configured as obtaining information to be processed；
First processing module 12 is configured as the configuration file that load matches with the information to be processed, the configuration
File indicates the process flow of the information to be processed；
Described first obtains module 11, is additionally configured to that it is corresponding to obtain the information to be processed according to the process flow
Content understanding module, the content understanding module is used to carry out content analysis to the information to be processed；
The first processing module 12 is configured as analyzing the information to be processed according to the content understanding module, obtaining
To analysis result.
About the device in above-described embodiment, wherein modules execute the concrete mode of operation in related this method
Embodiment in be described in detail, no detailed explanation will be given here.
On the basis of above-mentioned embodiment shown in fig. 5, Fig. 6 is information processing shown according to an exemplary embodiment for it
The block diagram of Installation practice two, as shown in fig. 6, described device further include:
Second obtains module 13, is configured as obtaining multiple target informations from content partners, the content partners are used
In offer target information；
Second processing module 14 is configured as the multiple target information being added in Kafka queue, the Kafka
Queue is for storing the multiple target information；
Described first obtains module 11, comprising:
First acquisition submodule 111 is configured as obtaining the letter to be processed from the information that the Kafka queue includes
Breath.
On the basis of above-mentioned Fig. 5, embodiment shown in fig. 6, Fig. 7 is at information shown according to an exemplary embodiment
The block diagram for managing Installation practice three, as shown in fig. 7, described device further include:
Third obtains module 15, is configured as obtaining the type of service of each target information；
First memory module 16 is configured as obtaining and storing the corresponding configuration file of each type of service；
The first processing module 12, comprising:
First processing submodule 121, is configured as obtaining the type of service of the information to be processed；
Load the corresponding configuration file of type of service of the information to be processed.
Optionally, the content understanding module at least one of comprises the following modules:
Tag extraction module, categorization module, picture Understanding Module；
The tag extraction module is used to extract the keyword of the information to be processed, and the categorization module is used for described
The content of information to be processed is classified, and the picture Understanding Module is for dividing the picture in the information to be processed
Analysis.
Optionally, if the content understanding module includes tag extraction module, categorization module, picture Understanding Module；
The analysis result includes the information to be processed, the keyword of the information to be processed, the information to be processed
Type of service and the information to be processed in pictorial information.
On the basis of above-mentioned Fig. 5, Fig. 6, embodiment shown in Fig. 7, Fig. 8 is letter shown according to an exemplary embodiment
The block diagram for ceasing processing device embodiment three, as shown in figure 8, described device further include:
Second memory module 17 is configured as storing the analysis result.
On the basis of above-mentioned Fig. 5, Fig. 6, Fig. 7, embodiment shown in Fig. 8, Fig. 9 is shown according to an exemplary embodiment
Information processing unit example IV block diagram, as shown in figure 9, described device further include:
4th obtains module 18, is configured as obtaining the browsing record of user；
It is recorded according to the browsing, obtains and record corresponding analysis result with the browsing；；
Sending module 19 is configured as the corresponding information of the analysis result being pushed to the user.
The information processing unit that any of the above-described open embodiment provides, for executing terminal in aforementioned either method embodiment
The technical solution of equipment, it is similar that the realization principle and technical effect are similar, does not have to repeat herein.
About the information processing unit in above-mentioned each embodiment, a kind of terminal device may be implemented as, wherein each
The concrete mode that module executes operation is described in detail in the embodiment of method, will not do and explain in detail herein
It states bright.I.e. the foregoing describe the inner function module of terminal device and structural representations.
Figure 10 is the block diagram of terminal device entity shown according to an exemplary embodiment.With reference to Figure 10, the disclosure is implemented
The terminal device that example provides, comprising: receiver, transmitter, memory, processor and computer program, the processor fortune
The row computer program is to execute:
Obtain information to be processed；
The configuration file that load matches with the information to be processed, the configuration file indicate the information to be processed
Process flow；
According to the process flow, the corresponding content understanding module of the information to be processed, the content understanding mould are obtained
Block is used to carry out content analysis to the information to be processed；
According to the content understanding module, the information to be processed is analyzed, obtains analysis result.
In the embodiment of above-mentioned terminal device, it should be appreciated that processor can be central processing unit (English: Central
Processing Unit, referred to as: CPU), it can also be other general processors, digital signal processor (English: Digital
Signal Processor, referred to as: DSP), specific integrated circuit (English: Application Specific Integrated
Circuit, referred to as: ASIC) etc..General processor can be microprocessor or processor is also possible to any conventional processing
Device etc., and memory above-mentioned can be read-only memory (English: read-only memory, abbreviation: ROM), arbitrary access
Memory (English: random access memory, abbreviation: RAM), flash memory, hard disk or solid state hard disk.In conjunction with this
The step of method disclosed in inventive embodiments, can be embodied directly in hardware processor and execute completion, or in processor
Hardware and software module combination execute completion.
The application also provides a kind of computer readable storage medium, is stored thereon with computer program, the computer journey
When sequence is executed by processor, realize that aforementioned either a program provides the technical solution of the information processing method of terminal device.
Figure 11 is please referred to, Figure 11 is a kind of block diagram of terminal device 1200 shown according to an exemplary embodiment.For example,
The terminal device equipment can be the equipment such as the mobile phone of user, call plate.
Referring to Fig.1 1, terminal device 1200 may include following one or more components: processing component 1202, memory
1204, power supply module 1206, multimedia component 1208, audio component 1210, the interface 1212 of input/output (I/O), sensor
Component 1214 and communication component 1216.
The integrated operation of the usual controlling terminal equipment 1200 of processing component 1202, such as with display, data communication, multimedia
Operation and record operate associated operation.Processing component 1202 may include that one or more processors 1220 refer to execute
It enables, to perform all or part of the steps of the methods described above.In addition, processing component 1202 may include one or more modules,
Convenient for the interaction between processing component 1202 and other assemblies.For example, processing component 1202 may include multi-media module, with side
Just the interaction between multimedia component 1208 and processing component 1202.
Memory 1204 is configured as storing various types of data to support the operation in terminal device 1200.These numbers
According to example include any application or method for being operated on terminal device 1200 instruction, Various types of data, message,
Picture, video etc..Memory 1204 can be by any kind of volatibility or non-volatile memory device or their combination
It realizes, 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,
Disk or CD.
Power supply module 1206 provides electric power for the various assemblies of terminal device 1200.Power supply module 1206 may include power supply
Management system, one or more power supplys and other with for terminal device 1200 generate, manage, and distribute associated group of electric power
Part.
Multimedia component 1208 includes the screen of one output interface of offer between terminal device 1200 and user.?
In some embodiments, screen may include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel,
Screen may be implemented as touch screen, to receive input signal from the user.Touch panel includes that one or more touch passes
Sensor is to sense the gesture on touch, slide, and touch panel.Touch sensor can not only sense touch or sliding action
Boundary, but also detect duration and pressure relevant to touch or slide.
Audio component 1210 is configured as output and/or input audio signal.For example, audio component 1210 includes a wheat
Gram wind (MIC), when terminal device 1200 is in operation mode, when such as call mode, recording mode, and voice recognition mode, Mike
Wind is configured as receiving external audio signal.The received audio signal can be further stored in memory 1204 or via
Communication component 1216 is sent.In some embodiments, audio component 1210 further includes a loudspeaker, for exporting audio letter
Number.
I/O interface 1212 provides interface, above-mentioned peripheral interface module between processing component 1202 and peripheral interface module
It can be keyboard, click wheel, button etc..
Sensor module 1214 includes one or more sensors, for providing the shape of various aspects for terminal device 1200
State assessment.For example, sensor module 1214 can detecte the state that opens/closes of terminal device 1200, component it is relatively fixed
Position, such as component are the display and keypad of terminal device 1200, and sensor module 1214 can also detect terminal device
1200 or 1,200 1 components of terminal device position change, the existence or non-existence that user contacts with terminal device 1200, eventually
The temperature change in 1200 orientation of end equipment or acceleration/deceleration and terminal device 1200.Sensor module 1214 may include approaching
Sensor is configured to detect the presence of nearby objects without any physical contact.Sensor module 1214 may be used also
To include optical sensor, such as CMOS or ccd image sensor, for being used in imaging applications.In some embodiments, it senses
Device assembly 1214 can also include acceleration transducer, gyro sensor, Magnetic Sensor, pressure sensor or temperature sensing
Device.
Communication component 1216 is configured to facilitate the logical of wired or wireless way between terminal device 1200 and other equipment
Letter.Terminal device 1200 can access the wireless network based on communication standard, such as WiFi, 2G or 3G or their combination.One
In a exemplary embodiment, communication component 1216 via broadcast channel receive broadcast singal from external broadcasting management system or
Broadcast related information.In one exemplary embodiment, communication component 1216 further includes near-field communication (NFC) module, to promote
Short range communication.For example, radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band can be based in NFC module
(UWB) technology, bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, terminal device 1200 can by one or more application specific integrated circuit (ASIC),
Digital signal processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field-programmable gate array
It arranges (FPGA), controller, microcontroller, microprocessor or other electronic components to realize, is used for execution information processing method, packet
It includes:
Information to be processed is obtained, and loads the configuration file to match with the information to be processed, the configuration file packet
Include the process flow of the information to be processed；
According to the process flow, the corresponding content understanding module of the information to be processed, the content understanding mould are obtained
Block is used for the information analysis to be processed；
According to the content understanding module, the information to be processed is analyzed, the content after obtaining analysis.
In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instruction, example are additionally provided
It such as include the memory 1204 of instruction, above-metioned instruction can be executed by the processor 1220 of terminal device 1200 to complete above-mentioned side
Method.For example, non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape,
Floppy disk and optical data storage devices etc..
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to of the invention its
Its embodiment.This application is intended to cover any variations, uses, or adaptations of the invention, these modifications, purposes or
Person's adaptive change follows general principle of the invention and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and true scope and spirit of the invention are wanted by right
Book is asked to point out.
It should be understood that the present invention is not limited to the precise structure already described above and shown in the accompanying drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present invention is only limited by appended claims
System.
Claims (16)
1. a kind of information processing method, which is characterized in that the described method includes:
Obtain information to be processed；
The configuration file that load matches with the information to be processed, the configuration file indicate the processing of the information to be processed
Process；
According to the process flow, the corresponding content understanding module of the information to be processed is obtained, the content understanding module is used
In to the information progress content analysis to be processed；
According to the content understanding module, the information to be processed is analyzed, obtains analysis result.
2. the method according to claim 1, wherein the method also includes:
Multiple target informations are obtained from content partners, the content partners are for providing target information；
The multiple target information is added in Kafka queue, the Kafka queue is for storing the multiple target letter
Breath；
It is described to obtain information to be processed, comprising:
The information to be processed is obtained from the information that the Kafka queue includes.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
Obtain the type of service of each target information；
It obtains and stores the corresponding configuration file of each type of service；
The configuration file that the load matches with the information to be processed, comprising:
Obtain the type of service of the information to be processed；
Load the corresponding configuration file of type of service of the information to be processed.
4. the method according to claim 1, wherein the content understanding module comprise the following modules at least
One:
Tag extraction module, categorization module, picture Understanding Module；
The tag extraction module is used to extract the keyword of the information to be processed, and the categorization module is used for described wait locate
The content of reason information is classified, and the picture Understanding Module is for analyzing the picture in the information to be processed.
5. according to the method described in claim 4, it is characterized in that, if the content understanding module include tag extraction module,
Categorization module and picture Understanding Module；
It is described analysis result include the information to be processed, the keyword of the information to be processed, the information to be processed it is interior
Hold the pictorial information in type and the information to be processed.
6. according to the method described in claim 5, other are characterized in that, the method also includes:
The analysis result is stored.
7. according to the method described in claim 6, it is characterized in that, the method also includes:
Obtain the browsing record of user；
It is recorded according to the browsing, obtains and record corresponding analysis result with the browsing；
The corresponding information of the analysis result is pushed to the user.
8. a kind of information processing unit characterized by comprising
First obtains module, is configured as obtaining information to be processed；
First processing module, is configured as the configuration file that load matches with the information to be processed, and the configuration file refers to
Show the process flow of the information to be processed；
Described first obtains module, is additionally configured to obtain the corresponding content of the information to be processed according to the process flow
Understanding Module, the content understanding module are used to carry out content analysis to the information to be processed；
The first processing module is configured as analyzing the information to be processed according to the content understanding module, being analyzed
As a result.
9. device according to claim 8, which is characterized in that described device further include:
Second obtains module, is configured as obtaining multiple target informations from content partners, the content partners are for providing
Target information；
Second processing module is configured as the multiple target information being added in Kafka queue, and the Kafka queue is used
In the multiple target information of storage；
Described first obtains module, comprising:
First acquisition submodule is configured as obtaining the information to be processed from the information that the Kafka queue includes.
10. device according to claim 9, which is characterized in that described device further include:
Third obtains module, is configured as obtaining the type of service of each target information；
First memory module is configured as obtaining and storing the corresponding configuration file of each type of service；
The first processing module, comprising:
First processing submodule, is configured as obtaining the type of service of the information to be processed；
Load the corresponding configuration file of type of service of the information to be processed.
11. device according to claim 8, which is characterized in that the content understanding module comprise the following modules in extremely
It is one few:
Tag extraction module, categorization module, picture Understanding Module；
The tag extraction module is used to extract the keyword of the information to be processed, and the categorization module is used for described wait locate
The content of reason information is classified, and the picture Understanding Module is for analyzing the picture in the information to be processed.
12. device according to claim 11, which is characterized in that if the content understanding module includes tag extraction mould
Block, categorization module, picture Understanding Module；
It is described analysis result include the information to be processed, the keyword of the information to be processed, the information to be processed it is interior
Hold the pictorial information in type and the information to be processed.
13. device according to claim 12, which is characterized in that described device further include:
Second memory module is configured as storing the analysis result.
14. device according to claim 8, which is characterized in that described device further include:
4th obtains module, is configured as obtaining the browsing record of user；
It is recorded according to the browsing, obtains and record corresponding analysis result with the browsing；
Sending module is configured as the corresponding information of the analysis result being pushed to the user.
15. a kind of terminal device characterized by comprising receiver, transmitter, memory, processor and computer journey
Sequence, the processor run the computer program to execute:
Obtain information to be processed；
The configuration file that load matches with the information to be processed, the configuration file indicate the processing of the information to be processed
Process；
According to the process flow, the corresponding content understanding module of the information to be processed is obtained, the content understanding module is used
In to the information progress content analysis to be processed；
According to the content understanding module, the information to be processed is analyzed, obtains analysis result.
16. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
When being executed by processor, the described in any item information processing methods of claim 1 to 7 are realized.
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