CN110019682A - For handling system, the method and apparatus of information - Google Patents
For handling system, the method and apparatus of information Download PDFInfo
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- CN110019682A CN110019682A CN201711463596.9A CN201711463596A CN110019682A CN 110019682 A CN110019682 A CN 110019682A CN 201711463596 A CN201711463596 A CN 201711463596A CN 110019682 A CN110019682 A CN 110019682A
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- Prior art keywords
- lexical set
- information
- lexical
- terminal equipment
- server
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/334—Query execution
- G06F16/3344—Query execution using natural language analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
- G06F40/295—Named entity recognition
Abstract
The embodiment of the present application discloses system, method and apparatus for handling information.One specific embodiment of the system includes: first terminal equipment, and for receiving at least one lexical set of the first user upload, at least one lexical set is sent to server；Search information is sent to server for receiving the search information of second user input by second terminal equipment；Server, for in response to receiving at least one lexical set, store at least one lexical set, in response to receiving search information, the lexical set for meeting preset condition in stored lexical set is loaded, based on the lexical set loaded, text-processing is carried out to search information, wherein, text-processing includes at least one of the following: word segmentation processing, keyword extraction, name Entity recognition.This embodiment improves the flexibilities for handling information.
Description
Technical field
The invention relates to field of computer technology, and in particular to Internet technical field is more particularly, to located
Manage system, the method and apparatus of information.
Background technique
Existing natural language processing (such as word segmentation processing, name Entity recognition etc.) technology, tends to rely on very much
Dictionary (lexical set for example including brand word and/or product word).Currently, natural language processing open source projects in part are usually
Dictionary is loaded by the way of static.Once i.e. program starting, load are completed, dictionary content can not be just modified.However, working as the time
Etc. factors when changing, in order to the sentence of correct understanding user input, need to be updated dictionary.In addition, same
Part dictionary is often used multiple times in natural language processing, it may be necessary to repeated loading.
Summary of the invention
The embodiment of the present application proposes system, method and apparatus for handling information.
In a first aspect, the embodiment of the present application provides a kind of system for handling information, which includes: first terminal
At least one lexical set is sent to server for receiving at least one lexical set of the first user upload by equipment；The
Search information is sent to server for receiving the search information of second user input by two terminal devices；Server is used for
In response to receiving at least one lexical set, at least one lexical set is stored, in response to receiving search information, loads institute
The lexical set for meeting preset condition in the lexical set of storage carries out text to search information based on the lexical set loaded
Present treatment, wherein text-processing includes at least one of the following: word segmentation processing, keyword extraction, name Entity recognition.
In some embodiments, first terminal equipment is also used to: for each word finder at least one lexical set
It closes, generates the set identification of the lexical set.
In some embodiments, server is also used to: for each lexical set in the lexical set stored, being generated
The set identification of the lexical set；Set identification generated is sent to first terminal equipment.
In some embodiments, first terminal equipment is also used to: sending first state information to server, wherein first
The load of lexical set of the status information for allowing or server being forbidden to be stored.
In some embodiments, server is also used to: the second status information of the lexical set stored is sent to
One terminal device, wherein the second status information is for characterizing following one: can stress state, can not stress state, loading
State, when first state information is the information that characterization allows to load, the second status information characterization stress state or can add
Load state, when first state information is the information that characterization forbids load, the second status information characterization can not stress state.
In some embodiments, first terminal equipment is also used to: each lexical set that association display server is stored
Set identification and the lexical set the second status information.
In some embodiments, preset condition includes at least one of the following: the big of the occupied memory space of lexical set
Less than the first preset threshold；The quantity of vocabulary included by lexical set is less than the second preset threshold；The first of lexical set
Status information characterization allows to load.
Second aspect, the embodiment of the present application provides a kind of method for handling information, this method comprises: in response to connecing
At least one lexical set for receiving the transmission of first terminal equipment, stores at least one lexical set；In response to receiving second
The search information that terminal device is sent loads the lexical set for meeting preset condition in stored lexical set, based on added
The lexical set of load carries out text-processing to search information, wherein text-processing includes at least one of the following: word segmentation processing, closes
Keyword extracts, names Entity recognition；Receive the first state information that first terminal equipment is sent, wherein first state information is used
In the load for the lexical set for allowing or server being forbidden to be stored.
In some embodiments, the above method further include: be sent to the second status information of the lexical set stored
First terminal equipment, wherein the second status information is for characterizing following one: can stress state, can not stress state, plus
Load state, when first state information is the information that characterization allows to load, the second status information characterization can stress state or
Stress state, when first state information is the information that characterization forbids load, the second status information characterization can not stress state.
In some embodiments, preset condition includes at least one of the following: the big of the occupied memory space of lexical set
Less than the first preset threshold；The quantity of vocabulary included by lexical set is less than the second preset threshold；The first of lexical set
Status information characterization allows to load.
In some embodiments, the above method further include: raw for each lexical set in the lexical set stored
At the set identification of the lexical set；Set identification generated is sent to first terminal equipment.
The third aspect, the embodiment of the present application provide a kind of for handling the device of information, which includes: that storage is single
Member is configured to store at least one word finder in response at least one lexical set for receiving the transmission of first terminal equipment
It closes；Processing unit is configured to the search information in response to receiving the transmission of second terminal equipment, loads stored word finder
The lexical set for meeting preset condition in conjunction carries out text-processing to search information based on the lexical set loaded, wherein
Text-processing includes at least one of the following: word segmentation processing, keyword extraction, name Entity recognition；Receiving unit is configured to connect
Receive the first state information that first terminal equipment is sent, wherein first state information is for allowing or server being forbidden to be stored
Lexical set load.
In some embodiments, above-mentioned apparatus further include: the first transmission unit is configured to the lexical set that will be stored
The second status information be sent to first terminal equipment, wherein the second status information is for characterizing following one: can load shape
State, can not stress state, just in stress state, when first state information is the information that characterization allows to load, the second state letter
Breath characterization can stress state or just in stress state, when first state information is the information that characterization forbids load, the second state
Information representation can not stress state.
In some embodiments, preset condition includes at least one of the following: the big of the occupied memory space of lexical set
Less than the first preset threshold；The quantity of vocabulary included by lexical set is less than the second preset threshold；The first of lexical set
Status information characterization allows to load.
In some embodiments, above-mentioned apparatus further include: generation unit is configured in stored lexical set
Each lexical set, generate the set identification of the lexical set；Second transmission unit is configured to mark set generated
Knowledge is sent to first terminal equipment.
Fourth aspect, the embodiment of the present application provide a kind of for handling the server of information, comprising: at one or more
Manage device；Storage device, for storing one or more programs, when said one or multiple programs are by said one or multiple processing
Device executes, so that the method that the one or more processors realize any embodiment in the method as above-mentioned for handling information.
5th aspect, the embodiment of the present application provide it is a kind of for handling the computer readable storage medium of information, thereon
It is stored with computer program, any embodiment in the method as above-mentioned for handling information is realized when which is executed by processor
Method.
System, the method and apparatus provided by the embodiments of the present application for being used to handle information, are received by first terminal equipment
At least one lexical set that first user uploads, is sent to server at least one lexical set, then second terminal is set
Search information is sent to server by the standby search information for receiving second user input, last server in response to receive to
A few lexical set, stores at least one lexical set, in response to receiving search information, loads stored lexical set
In meet the lexical set of preset condition, based on the lexical set loaded, text-processing is carried out to search information, wherein text
Present treatment includes at least one of the following: word segmentation processing, keyword extraction, name Entity recognition, to realize lexical set
Dynamically load improves the flexibility of information processing.
Detailed description of the invention
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, the application's is other
Feature, objects and advantages will become more apparent upon:
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 is the signaling diagram according to one embodiment of the system for handling information of the application；
Fig. 3 A is the schematic diagram according to an application scenarios of the system for handling information of the application；
Fig. 3 B is a server architecture schematic diagram according to the system for handling information of the application；
Fig. 4 is the flow chart according to one embodiment of the method for handling information of the application；
Fig. 5 is the structural schematic diagram according to one embodiment of the device for handling information of the application；
Fig. 6 is adapted for the structural schematic diagram for the computer system for realizing the server of the embodiment of the present application.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
Convenient for description, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 is shown can be using the application for handling the system of information, the method for handling information or being used for
Handle the exemplary system architecture 100 of the embodiment of the device of information.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network 104 and server 105.
Network 104 between terminal device 101,102,103 and server 105 to provide the medium of communication link.Network 104 can be with
Including various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 101,102,103 and be interacted by network 104 with server 105, to receive or send out
Send message etc..Various telecommunication customer end applications, such as the application of shopping class, net can be installed on terminal device 101,102,103
The application of page browsing device, searching class application, instant messaging tools, mailbox client, social platform software etc..
Terminal device 101,102,103 can be the various electronic equipments with display screen and supported web page browsing, packet
Include but be not limited to smart phone, tablet computer, pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, such as search to 101,102,103 transmission of terminal device
The background information processing server that rope information is handled.Background information processing server can be to the search information etc. received
Data carry out text-processing (such as word segmentation processing, keyword extraction, name Entity recognition etc.), and by processing result (such as
Search result) feed back to terminal device.
It should be noted that the method provided by the embodiment of the present application for handling information is generally held by server 105
Row, correspondingly, the device for handling information is generally positioned in server 105.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.Illustratively, it needs to be stored in difference in lexical set
Server, when a server can not support customer flow, server can have more.It is appreciated that server
Quantity can be arranged according to demand.When server has more, each server can be used for different logical services.Example
Property, each server may be respectively used for storage lexical set, interact with front end user, text-processing etc..
With continued reference to Fig. 2, the signaling diagram of one embodiment of the system for handling information according to the application is shown
200。
The system for handling information in the embodiment of the present application may include first terminal equipment, use for receiving first
At least one lexical set that family uploads, is sent to server at least one lexical set；Second terminal equipment, for receiving
Search information is sent to server by the search information of second user input；Server, in response to receiving at least one
Lexical set stores at least one lexical set, in response to receiving search information, loads and meets in stored lexical set
The lexical set of preset condition carries out text-processing to search information, wherein text-processing based on the lexical set loaded
Include at least one of the following: word segmentation processing, keyword extraction, name Entity recognition.
As shown in Fig. 2, in step 201, first terminal equipment receives at least one lexical set that the first user uploads.
In the present embodiment, first terminal equipment (such as terminal device 103 shown in FIG. 1) can receive on the first user
At least one lexical set passed.Wherein, the first user can be with upload lexical set permission user (such as apply or
The administrator of website).It in practice, can be by the way that in predetermined administration page, the form for inputting account and password be true
Determine whether user has corresponding permission (whether being the first user).First terminal equipment can be the use with above-mentioned permission
Terminal device used in family.Lexical set, that is, natural language processing dictionary (The Natural Language Processing
Dictionary).Vocabulary in lexical set can be the vocabulary for text-processing (or natural language processing).
In practice, vocabulary included in above-mentioned lexical set can be determined according to actual needs.Illustratively, if
Using or the user of website to need the classification searched for be animal class, then vocabulary included in above-mentioned lexical set may include
" dinosaur ", " elephant ", " lion ", " people " etc.；If the classification that above-mentioned user needs to search for is clothing, above-mentioned vocabulary
Included vocabulary may include apparel brand in set, also may include " down jackets ", " jeans " etc.；If when current
Between the time of lexical set (the first user upload) be 14 days 2 months, then vocabulary included in above-mentioned lexical set may include
" Valentine's Day ", " present " etc..
As an example, please referring to Fig. 3 A.In figure 3 a, first terminal equipment 301 has received user (i.e. the first user)
The lexical set 3010 of upload, the lexical set 3010 include following vocabulary " down jackets ", " mask ", " PM2.5 ", " scarf ".
In step 202, at least one lexical set is sent to server by first terminal equipment.
In the present embodiment, based at least one received lexical set of step 201, first terminal equipment can be near
A few lexical set is sent to server (such as server 105 shown in FIG. 1).
In step 203, second terminal equipment receives the search information of second user input.
In the present embodiment, second terminal equipment (such as terminal device shown in FIG. 1 101,102) can receive the second use
The search information of family input.Wherein, second user can be the user of application or website.Second terminal equipment can be second
Terminal device used by a user.Search information can be second user for search text or voice.Illustratively, it searches for
Information can be text " world's minimum bio ", be also possible to voice corresponding to above-mentioned text.
As an example, please continue to refer to Fig. 3 A.In figure 3 a, second terminal equipment 3020 has received user (i.e. second
User) input search information 3020 " winter down jackets super thick ".
In step 204, second terminal equipment is sent to server for information is searched for.
In the present embodiment, based on the received search information of step 203 institute, second terminal equipment can lead to search information
It crosses wired or wireless transmission mode and is sent to server.
As an example, please continue to refer to Fig. 3 A.In figure 3 a, when the search key of second terminal equipment 3020 is clicked
Afterwards, search information 3020 " winter down jackets super thick " can be sent to server 303 by second terminal equipment 3020.
In step 205, server stores at least one lexical set in response to receiving at least one lexical set.
In the present embodiment, at least one lexical set sent in response to receiving first terminal equipment, server can
To store at least one lexical set.
In step 206, server meets default in response to receiving search information in the stored lexical set of load
The lexical set of condition.
In the present embodiment, the search information sent in response to receiving second terminal equipment, server can load institute
Meet the lexical set of preset condition in the lexical set of storage.Wherein, above-mentioned preset condition can be technical staff and set in advance
The condition set.Illustratively, above-mentioned preset condition can be " the shortest word finder of storage time in the lexical set stored
It closes ".
Optionally, the above-mentioned lexical set for meeting preset condition can be loaded onto memory by above-mentioned server, can also be with
It is loaded onto cache memory.
It is appreciated that when multiple second terminal equipment have sent a plurality of search information to server, same lexical set
It may be used in many places.At this point it is possible in the following way, server be avoided to repeat to load same lexical set and waste interior
It deposits: after lexical set load, returning for loading the storage address of the memory of lexical set in server, when the dictionary collection
When conjunction is used again, loaded lexical set is used by the storage address.It in some usage scenarios, can be by vocabulary
The attribute of set is set as read-only, thus improves the safety of concurrent thread.In addition, each object for having used lexical set can
In a manner of through registered callbacks function, after being updated so as to dictionary set, the call back function is called, guarantees that the object is made with this
Lexical set is the lexical set after updating.It should be noted that above-mentioned registered callbacks function and calling readjustment letter
Several technologies is technology well known to those skilled in the art, and details are not described herein.
In step 207, server carries out text-processing to search information based on the lexical set loaded.
In the present embodiment, server can carry out text-processing to search information based on the lexical set loaded.Its
In, text-processing includes at least one of the following: that word segmentation processing (such as Chinese word segmentation processing), keyword extraction, name entity are known
Not.
It is appreciated that server can be converted into first when the search information that second user is inputted is voice
Text.Then, server can by the lexical set loaded with vocabulary phase included by text corresponding to search information
The vocabulary of same, synonymous or close justice is determined as keyword, entity vocabulary etc..
As an example, please continue to refer to Fig. 3 A.In figure 3 a, the lexical set " down jackets that server 303 will be loaded；
Mask；PM2.5；It is identical as vocabulary included by text " winter down jackets super thick " corresponding to search information in scarf ... "
Vocabulary " down jackets " be determined as keyword.
In some optional implementations of the present embodiment, first terminal equipment is also used to: being directed at least one vocabulary
Each lexical set in set, generates the set identification of the lexical set.Wherein, set identification is used for each word of unique identification
Collect conjunction.It is appreciated that user (i.e. the first user) can be avoided to a certain extent by the set identification for generating lexical set
Same lexical set is repeatedly sent to server.In some usage scenarios, first terminal equipment can also be by set identification
It is sent to server.Optionally, set identification can be the timestamp that the first user uploads dictionary set, be also possible to dictionary collection
The version number (such as 1.0,2.0 etc.) of conjunction.
In some optional implementations of the present embodiment, server is also used to: in the lexical set stored
Each lexical set, generate the set identification of the lexical set；Set identification generated is sent to first terminal equipment.
It is appreciated that above-mentioned set identification can also be generated and sent by server to first terminal equipment.The first user can be with as a result,
Determine the mark of lexical set received by server.
In some optional implementations of the present embodiment, first terminal equipment is also used to: sending first to server
Status information, wherein the load of lexical set of the first state information for allowing or server being forbidden to be stored.It can manage
Solution, when the first state information representation that first terminal equipment is sent to server allows to load, server can load vocabulary
Set；When the first state information representation that first terminal equipment is sent to server forbids load, server can not load word
Collect conjunction.It should be noted that first terminal equipment can also be sent to server for each word received by server
Collect the first state information of conjunction, it is possible thereby to realize the load of the more flexible each lexical set of control.Illustratively, work as clothes
When the lexical set needs that business device is loaded are adjusted according to the time, first terminal equipment can be sent to server for clothes
The first state information of each lexical set received by business device.For example, on December 25 or so (such as December 20 to December
During 30 days), first terminal equipment can be sent to server allow to include that the lexical sets of Christmas Day relative words loads
First state information, and the first state information for forbidding the lexical set of Mid-autumn Festival relative words to load.
In some optional implementations of the present embodiment, server is also used to: by the of the lexical set stored
Two-state information is sent to first terminal equipment, wherein the second status information is for characterizing following one: can stress state, no
Can stress state, just in stress state, when first state information is the information that characterization allows to load, the second status information characterization
Can stress state or just in stress state, when first state information is the information that characterization forbids load, the second status information table
Sign can not stress state.It is appreciated that the second status information of the lexical set stored is sent to first terminal by server
Equipment, may be implemented the condition monitoring for the lexical set that the first user stores server, thus be conducive in real time allow or
The load of banned word set and determining lexical set or server are with the presence or absence of abnormal.
In some optional implementations of the present embodiment, first terminal equipment is also used to: association display server institute
The set identification of each lexical set of storage and the second status information of the lexical set.Wherein, show can for above-mentioned association
Being shown with identical color, it is also possible to show in same a line of the page, can also be in a manner of link (for example, point
Hit the mode that set identification is linked to the second status information corresponding to the set identification) display.
In some optional implementations of the present embodiment, preset condition may include at least one of following: word finder
The size of occupied memory space is closed less than the first preset threshold；The quantity of vocabulary included by lexical set is pre- less than second
If threshold value；The first state information representation of lexical set allows to load.It is appreciated that when server load store space is larger
(being greater than equal to the first preset threshold) or the quantity of included vocabulary are excessive (being greater than equal to the second preset threshold)
Lexical set when, biggish space will be occupied, occupied space may be beyond server for load lexical set
The space upper limit.Therefore, when preset condition include the occupied memory space of lexical set size less than the first preset threshold with
And the quantity of vocabulary included by lexical set less than the second preset threshold when, can be improved server load lexical set peace
Quan Xing.
In some optional implementations of the present embodiment, server can be set multiple.Each server can be with
For realizing different functions.Illustratively, Fig. 3 B is please referred to.Wherein, terminal device 301 can be above-mentioned first terminal and set
It is standby.Terminal device 301 can be used for uploading dictionary set, generate the set identification (such as version number) of the dictionary set, and
It sends control instruction (such as above-mentioned first state information).Wherein, control instruction can be used for allowing or forbid server 3023,
3024,3025 load lexical set.Server cluster 302 includes server 3021,3022,3023,3024,3025.Wherein, it takes
Business device 3022 can be used for the dictionary set of the upload of storage terminal device 301；Server 3023, server 3024, server
3025 can be used for loading dictionary set；Server 3021 can be used for control server 3022,3023,3024,3025.Example
Such as, server 3021 can receive first state information transmitted by terminal device 301, thus realize server 3023,3024,
At least one server in 3025 is loaded to the lexical set that specific collection identifies.If server 3023,
3024, any one server in 3025 occurs abnormal, and server 3021 can also forbid the abnormal server to load vocabulary
Set.Server 3021 can also receive the second status information and set identification transmitted by server 3023,3024,3025,
And received second status information of institute and set identification are sent to terminal device 301, so that user checks.Illustratively, it takes
Business device 3023,3024,3025 can (a kind of transmission source be sent to the message of recipient, may include second by heartbeat message
Status information and set identification) set identification of respective dictionary set is sent to server 3021.Server 3023,3024,
The set identification of 3025 lexical sets that can be stored with periodic detection server 3022, if what server 3022 was stored
The set identification of lexical set and the set identification for the lexical set that server 3023,3024,3025 has been downloaded are inconsistent, then take
Business device 3023,3024,3025 can download the lexical set.
The system provided by the above embodiment of the application receives at least the one of the first user upload by first terminal equipment
At least one lexical set is sent to server by a lexical set, and then second terminal equipment receives second user input
Search for information, search information be sent to server, last server in response to receiving at least one lexical set, store to
A few lexical set loads the vocabulary for meeting preset condition in stored lexical set in response to receiving search information
Set carries out text-processing to search information, wherein text-processing includes following at least one based on the lexical set loaded
: word segmentation processing, keyword extraction, name Entity recognition improve at information to realize the dynamically load of lexical set
The flexibility of reason.
With continued reference to Fig. 4, the process of one embodiment of the method for handling information according to the application is shown
400.The method for being used to handle information, comprising the following steps:
Step 401, at least one lexical set sent in response to receiving first terminal equipment, stores at least one word
Collect conjunction.
In the present embodiment, the method for handling information runs electronic equipment (such as service shown in FIG. 1 thereon
Device) at least one word finder that first terminal equipment is sent can be received by wired connection mode or radio connection
It closes, and in response to receiving at least one lexical set, stores at least one lexical set.Wherein, first terminal equipment can
To be with the terminal device used by a user for uploading lexical set permission.It in practice, can be by predetermined
Administration page, the form for inputting account and password determine whether user has above-mentioned permission.At lexical set, that is, natural language
Manage dictionary.Vocabulary in lexical set can be the vocabulary for text-processing (or natural language processing).
Step 402, the search information sent in response to receiving second terminal equipment, loads in stored lexical set
The lexical set for meeting preset condition carries out text-processing to search information based on the lexical set loaded.
In the present embodiment, above-mentioned electronic equipment can receive second by wired connection mode or radio connection
The search information that terminal device is sent, and in response to receiving search information, meet in the stored lexical set of load pre-
If the lexical set of condition, based on the lexical set loaded, text-processing is carried out to search information.Wherein, text-processing can
To include at least one of the following: word segmentation processing (such as Chinese word segmentation processing), keyword extraction, name Entity recognition.Second eventually
End equipment can be terminal device used in the user of application or website.Search information can be above-mentioned user for searching
The text or voice of rope.Illustratively, search information can be text " world's minimum bio ", and it is right to be also possible to above-mentioned text institute
The voice answered.Above-mentioned preset condition can be the pre-set condition of technical staff.Illustratively, above-mentioned preset condition can be
" the shortest lexical set of storage time in the lexical set stored ".
Step 403, the first state information that first terminal equipment is sent is received.
In the present embodiment, above-mentioned electronic equipment can receive the first state information of first terminal equipment transmission.Wherein,
The load of lexical set of the first state information for allowing or above-mentioned electronic equipment being forbidden to be stored.
It is appreciated that when the first state information representation that first terminal equipment is sent to above-mentioned electronic equipment allows to load
When, above-mentioned electronic equipment can load lexical set；When the first state letter that first terminal equipment is sent to above-mentioned electronic equipment
When breath characterization forbids load, above-mentioned electronic equipment can not load lexical set.It should be noted that first terminal equipment can be with
The first state information for each lexical set received by above-mentioned electronic equipment is sent to above-mentioned electronic equipment, thus may be used
To realize the load of the more flexible each lexical set of control.Illustratively, when the lexical set that above-mentioned electronic equipment is loaded
When needing to be adjusted according to the time, first terminal equipment can send to above-mentioned electronic equipment and be connect for above-mentioned electronic equipment
The first state information of each lexical set received.For example, on December 25 or so (such as 30 date of December 20 to December
Between), first terminal equipment can be sent to above-mentioned electronic equipment allow to include that the lexical sets of Christmas Day relative words loads
First state information, and the first state information for forbidding the lexical set of Mid-autumn Festival relative words to load.
In some optional implementations of the present embodiment, lexical set that above-mentioned electronic equipment can also will be stored
The second status information be sent to first terminal equipment, wherein the second status information is for characterizing following one: can load shape
State, can not stress state, just in stress state, when first state information is the information that characterization allows to load, the second state letter
Breath characterization can stress state or just in stress state, when first state information is the information that characterization forbids load, the second state
Information representation can not stress state.
It is set it is appreciated that the second status information of the lexical set stored is sent to first terminal by above-mentioned electronic equipment
It is standby, the condition monitoring for the lexical set that the first user stores above-mentioned electronic equipment may be implemented, to be conducive to permit in real time
Or the load of banned word set and determine lexical set or above-mentioned electronic equipment with the presence or absence of abnormal perhaps.
In some optional implementations of the present embodiment, preset condition includes at least one of the following: lexical set institute
The size of the memory space of occupancy is less than the first preset threshold；The quantity of vocabulary included by lexical set is less than the second default threshold
Value；The first state information representation of lexical set allows to load.
It is appreciated that working as above-mentioned electronic equipment load store space larger (being greater than equal to the first preset threshold) or institute
Including vocabulary quantity excessive (being greater than equal to the second preset threshold) lexical set when, biggish space will be occupied,
It occupied space may be beyond the space upper limit for load lexical set of above-mentioned electronic equipment.Therefore, work as preset condition
Size including the occupied memory space of lexical set is less than vocabulary included by the first preset threshold and lexical set
When quantity is less than the second preset threshold, the safety of above-mentioned electronic equipment load lexical set can be improved.
In some optional implementations of the present embodiment, above-mentioned electronic equipment can also be directed to stored word finder
Each lexical set in conjunction, generates the set identification of the lexical set；Set identification generated is sent to first terminal
Equipment.
It is appreciated that above-mentioned set identification can also be generated and sent by above-mentioned electronic equipment to first terminal equipment.By
This, the first user can determine the mark of lexical set received by above-mentioned electronic equipment.
The method provided by the above embodiment of the application passes through at least one in response to receiving the transmission of first terminal equipment
A lexical set stores at least one lexical set, then in response to the search information for receiving the transmission of second terminal equipment, adds
Carry the lexical set for meeting preset condition in stored lexical set, based on the lexical set loaded, to search information into
Style of writing present treatment, wherein text-processing includes at least one of the following: word segmentation processing, keyword extraction, finally receives first terminal
The first state information that equipment is sent, wherein first state information is used for the word for allowing or above-mentioned electronic equipment being forbidden to be stored
Collect the load of conjunction, to realize the dynamically load of lexical set, improves the flexibility of information processing.
With further reference to Fig. 5, as the realization to method shown in above-mentioned each figure, this application provides one kind for handling letter
One embodiment of the device of breath, the Installation practice is corresponding with embodiment of the method shown in Fig. 4, which can specifically answer
For in various electronic equipments.
As shown in figure 5, the present embodiment includes: storage unit 501, processing unit 502 for handling the device 500 of information
With receiving unit 503.Wherein, storage unit 501 be configured in response to receive first terminal equipment transmission at least one
Lexical set stores at least one lexical set；Processing unit 502 is configured to send in response to receiving second terminal equipment
Search information, load the lexical set for meeting preset condition in stored lexical set, based on the lexical set loaded,
Text-processing is carried out to search information, wherein text-processing includes at least one of the following: word segmentation processing, keyword extraction；It receives
Unit 503 be configured to receive first terminal equipment send first state information, wherein first state information for allow or
Forbid the load of stored lexical set.
In the present embodiment, for handle information device 500 storage unit 501 can by wired connection mode or
Person's radio connection receives at least one lexical set that first terminal equipment is sent, and in response to receiving at least one
Lexical set stores at least one lexical set.Wherein, first terminal equipment can be with the use for uploading lexical set permission
Terminal device used in family.In practice, the shape of account and password can be inputted by predetermined administration page
Formula determines whether user has above-mentioned permission.Lexical set, that is, natural language processing dictionary.Vocabulary in lexical set can be
Vocabulary for text-processing (or natural language processing).
In the present embodiment, above-mentioned processing unit 502 can receive the search information of second terminal equipment transmission, and ring
Ying Yu receives search information, the lexical set for meeting preset condition in stored lexical set is loaded, based on what is loaded
Lexical set carries out text-processing to search information.Wherein, text-processing may include at least one of following: word segmentation processing (example
As Chinese word segmentation processing), keyword extraction, name Entity recognition.Second terminal equipment can be the user of application or website
Used terminal device.Search information can be above-mentioned user for search text or voice.Illustratively, search letter
Breath can be text " world's minimum bio ", be also possible to voice corresponding to above-mentioned text.Above-mentioned preset condition can be skill
The pre-set condition of art personnel.Illustratively, above-mentioned preset condition can be that " storage time is most in the lexical set stored
Short lexical set ".
In the present embodiment, above-mentioned receiving unit 503 can receive the first state information of first terminal equipment transmission.Its
In, the load of lexical set of the first state information for allowing or above-mentioned electronic equipment being forbidden to be stored.
In some optional implementations of the present embodiment, above-mentioned apparatus further include: the first transmission unit (does not show in figure
The second status information for being configured to the lexical set that will be stored out) is sent to first terminal equipment, wherein the second state letter
Breath is for characterizing following one: can stress state, can not stress state, just in stress state, when first state information is characterization
When the information for allowing to load, the second status information characterization can stress state or just in stress state, when first state information is table
When sign forbids the information of load, the second status information characterization can not stress state.It is appreciated that above-mentioned electronic equipment will be stored
The second status information of lexical set be sent to first terminal equipment, the first user may be implemented, above-mentioned electronic equipment is deposited
The condition monitoring of the lexical set of storage, to be conducive to permission in real time or the load of banned word set and determine lexical set
Or above-mentioned electronic equipment is with the presence or absence of abnormal.
In some optional implementations of the present embodiment, preset condition includes at least one of the following: lexical set institute
The size of the memory space of occupancy is less than the first preset threshold；The quantity of vocabulary included by lexical set is less than the second default threshold
Value；The first state information representation of lexical set allows to load.It is appreciated that when above-mentioned electronic equipment load store space is larger
(being greater than equal to the first preset threshold) or the quantity of included vocabulary are excessive (being greater than equal to the second preset threshold)
Lexical set when, biggish space will be occupied, occupied space may load vocabulary beyond above-mentioned electronic equipment
The space upper limit of set.Therefore, when the size that preset condition includes the occupied memory space of lexical set is preset less than first
When the quantity of vocabulary included by threshold value and lexical set is less than the second preset threshold, above-mentioned electronic equipment load can be improved
The safety of lexical set.
In some optional implementations of the present embodiment, above-mentioned apparatus further include: generation unit (not shown)
It is configured to generate the set identification of the lexical set for each lexical set in stored lexical set；Second hair
Unit (not shown) is sent to be configured to set identification generated being sent to first terminal equipment.It is appreciated that above-mentioned
Set identification can also be generated and sent by above-mentioned electronic equipment to first terminal equipment.The first user can determine as a result,
State the mark of lexical set received by electronic equipment.
The device provided by the above embodiment of the application, by storage unit 501 in response to receiving first terminal equipment
At least one lexical set sent, stores at least one lexical set, and then processing unit 502 is in response to receiving second eventually
The search information that end equipment is sent loads the lexical set for meeting preset condition in stored lexical set, based on being loaded
Lexical set, to search information carry out text-processing, wherein text-processing includes at least one of the following: word segmentation processing, key
Word extracts, and last receiving unit 503 receives the first state information that first terminal equipment is sent, wherein first state information is used
In allowing or forbidding the load of stored lexical set, to realize the dynamically load of lexical set, improve at information
The flexibility of reason.
Below with reference to Fig. 6, it illustrates the computer systems 600 for the server for being suitable for being used to realize the embodiment of the present application
Structural schematic diagram.Server shown in Fig. 6 is only an example, should not function and use scope band to the embodiment of the present application
Carry out any restrictions.
As shown in fig. 6, computer system 600 includes central processing unit (CPU) 601, it can be read-only according to being stored in
Program in memory (ROM) 602 or be loaded into the program in random access storage device (RAM) 603 from storage section 608 and
Execute various movements appropriate and processing.In RAM 603, also it is stored with system 600 and operates required various programs and data.
CPU 601, ROM 602 and RAM 603 are connected with each other by bus 604.Input/output (I/O) interface 605 is also connected to always
Line 604.
I/O interface 605 is connected to lower component: the importation 606 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 607 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 608 including hard disk etc.；
And the communications portion 609 of the network interface card including LAN card, modem etc..Communications portion 609 via such as because
The network of spy's net executes communication process.Driver 610 is also connected to I/O interface 605 as needed.Detachable media 611, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 610, in order to read from thereon
Computer program be mounted into storage section 608 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description
Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer-readable medium
On computer program, which includes the program code for method shown in execution flow chart.In such reality
It applies in example, which can be downloaded and installed from network by communications portion 609, and/or from detachable media
611 are mounted.When the computer program is executed by central processing unit (CPU) 601, limited in execution the present processes
Above-mentioned function.
It should be noted that computer-readable medium described herein can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Meter
The more specific example of calculation machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, just of one or more conducting wires
Taking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In this application, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at this
In application, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentioned
Any appropriate combination.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the application, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of the module, program segment or code include one or more use
The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box
The function of note can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are actually
It can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it to infuse
Meaning, the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart can be with holding
The dedicated hardware based system of functions or operations as defined in row is realized, or can use specialized hardware and computer instruction
Combination realize.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard
The mode of part is realized.Described unit also can be set in the processor, for example, can be described as: a kind of processor packet
Include storage unit, processing unit and receiving unit.Wherein, the title of these units is not constituted under certain conditions to the unit
The restriction of itself, for example, storage unit is also described as " storing the unit of at least one lexical set ".
As on the other hand, present invention also provides a kind of computer-readable medium, which be can be
Included in server described in above-described embodiment；It is also possible to individualism, and without in the supplying server.It is above-mentioned
Computer-readable medium carries one or more program, when said one or multiple programs are executed by the server,
So that the server: at least one lexical set in response to receiving the transmission of first terminal equipment stores at least one vocabulary
Set；In response to receiving the search information of second terminal equipment transmission, loads in stored lexical set and meet default item
The lexical set of part carries out text-processing to search information based on the lexical set loaded, wherein text-processing include with
It is at least one of lower: word segmentation processing, keyword extraction, name Entity recognition；Receive the first state letter that first terminal equipment is sent
Breath, wherein first state information is used to allow or forbid the load of stored lexical set.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art
Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic
Scheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent feature
Any combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed herein
Can technical characteristic replaced mutually and the technical solution that is formed.
Claims (17)
1. a kind of system for handling information, comprising:
First terminal equipment will at least one described word finder for receiving at least one lexical set of the first user upload
Conjunction is sent to server；
Described search information is sent to the service for receiving the search information of second user input by second terminal equipment
Device；
The server, for storing at least one described lexical set in response to receiving at least one described lexical set,
In response to receiving described search information, the lexical set for meeting preset condition in stored lexical set is loaded, institute is based on
The lexical set of load carries out text-processing to described search information, wherein the text-processing includes at least one of the following:
Word segmentation processing, keyword extraction, name Entity recognition.
2. system according to claim 1, wherein the first terminal equipment is also used to:
For each lexical set at least one described lexical set, the set identification of the lexical set is generated.
3. system according to claim 1, wherein the server is also used to:
For each lexical set in the lexical set stored, the set identification of the lexical set is generated；
Set identification generated is sent to the first terminal equipment.
4. system according to claim 2 or 3, wherein the first terminal equipment is also used to:
First state information is sent to the server, wherein first state information is for allowing or forbidding the server institute
The load of the lexical set of storage.
5. system according to claim 4, wherein the server is also used to:
Second status information of the lexical set stored is sent to the first terminal equipment, wherein the second status information
For characterizing following one: can stress state, can not stress state, just in stress state, when first state information is that characterization permits
When the information loaded perhaps, the second status information characterization can stress state or just in stress state, when first state information is characterization
When forbidding the information of load, the second status information characterization can not stress state.
6. system according to claim 5, wherein the first terminal equipment is also used to:
Association shows the set identification for each lexical set that the server is stored and the second state of the lexical set
Information.
7. system described in one of -3,5,6 according to claim 1, wherein the preset condition includes at least one of the following:
The size of the occupied memory space of lexical set is less than the first preset threshold；
The quantity of vocabulary included by lexical set is less than the second preset threshold；
The first state information representation of lexical set allows to load.
8. a kind of method for handling information, comprising:
In response to receiving at least one lexical set of first terminal equipment transmission, at least one described lexical set is stored；
In response to receiving the search information of second terminal equipment transmission, loads in stored lexical set and meet preset condition
Lexical set text-processing is carried out to described search information, wherein the text-processing based on the lexical set loaded
Include at least one of the following: word segmentation processing, keyword extraction, name Entity recognition；
Receive the first state information that the first terminal equipment is sent, wherein first state information is for allowing or forbidding institute
State the load of stored lexical set.
9. according to the method described in claim 8, wherein, the method also includes:
Second status information of the lexical set stored is sent to the first terminal equipment, wherein the second status information
For characterizing following one: can stress state, can not stress state, just in stress state, when first state information is that characterization permits
When the information loaded perhaps, the second status information characterization can stress state or just in stress state, when first state information is characterization
When forbidding the information of load, the second status information characterization can not stress state.
10. method according to claim 8 or claim 9, wherein the preset condition includes at least one of the following:
The size of the occupied memory space of lexical set is less than the first preset threshold；
The quantity of vocabulary included by lexical set is less than the second preset threshold；
The first state information representation of lexical set allows to load.
11. according to the method described in claim 10, wherein, the method also includes:
For each lexical set in the lexical set stored, the set identification of the lexical set is generated；
Set identification generated is sent to the first terminal equipment.
12. a kind of for handling the device of information, comprising:
Storage unit is configured at least one lexical set in response to receiving the transmission of first terminal equipment, described in storage
At least one lexical set；
Processing unit is configured to the search information in response to receiving the transmission of second terminal equipment, loads stored vocabulary
The lexical set for meeting preset condition in set carries out text-processing to described search information based on the lexical set loaded,
Wherein, the text-processing includes at least one of the following: word segmentation processing, keyword extraction, name Entity recognition；
Receiving unit is configured to receive the first state information that the first terminal equipment is sent, wherein first state information
For allowing or forbidding the load of the stored lexical set.
13. device according to claim 12, wherein described device further include:
First transmission unit, the second status information for being configured to the lexical set that will be stored are sent to the first terminal and set
It is standby, wherein the second status information is for characterizing following one: can stress state, can not stress state, just in stress state, when
When first state information is the information that characterization allows to load, the second status information characterization can stress state or just in stress state,
When first state information is the information that characterization forbids load, the second status information characterization can not stress state.
14. device according to claim 12 or 13, wherein the preset condition includes at least one of the following:
The size of the occupied memory space of lexical set is less than the first preset threshold；
The quantity of vocabulary included by lexical set is less than the second preset threshold；
The first state information representation of lexical set allows to load.
15. device according to claim 14, wherein described device further include:
Generation unit is configured to generate the collection of the lexical set for each lexical set in stored lexical set
Close mark；
Second transmission unit is configured to for set identification generated to be sent to the first terminal equipment.
16. a kind of server, comprising:
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
The now method as described in any in claim 8-11.
17. a kind of computer readable storage medium, is stored thereon with computer program, wherein described program is executed by processor
Method of the Shi Shixian as described in any in claim 8-11.
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Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030225569A1 (en) * | 2002-05-29 | 2003-12-04 | Fujitsu Limited | Translation server, translating method, and program |
| CN1533539A (en) * | 2001-05-18 | 2004-09-29 | �����ɷ� | Extensible event notificaton mechanism |
| CN1825321A (en) * | 2006-03-31 | 2006-08-30 | 北京金山软件有限公司 | Searching method, holding method and searching system for dictionary-like data |
| US8200695B2 (en) * | 2006-04-13 | 2012-06-12 | Lg Electronics Inc. | Database for uploading, storing, and retrieving similar documents |
| CN103294693A (en) * | 2012-02-27 | 2013-09-11 | 华为技术有限公司 | Searching method, server and system |
| CN103365991A (en) * | 2013-07-03 | 2013-10-23 | 深圳市华傲数据技术有限公司 | Method for realizing dictionary memory management of Trie tree based on one-dimensional linear space |
| CN103597783A (en) * | 2011-06-03 | 2014-02-19 | 苹果公司 | System and method for secure instant messaging |
| CN104112184A (en) * | 2014-07-01 | 2014-10-22 | 江苏科技大学 | Refined customer service knowledge base system and working method thereof |
| US20150242461A1 (en) * | 2014-02-25 | 2015-08-27 | Hsiang-Tsung Kung | Systems, Apparatuses, and Methods for Feature Searching |
| CN105893493A (en) * | 2016-03-29 | 2016-08-24 | 北京小米移动软件有限公司 | Searching method and device |
| CN106610996A (en) * | 2015-10-23 | 2017-05-03 | 北京奇虎科技有限公司 | Method and device for switching hot dictionaries |
| CN106708885A (en) * | 2015-11-17 | 2017-05-24 | 百度在线网络技术（北京）有限公司 | Method and device for achieving searching |
| CN106776812A (en) * | 2016-11-24 | 2017-05-31 | 北京小米移动软件有限公司 | The method and device of trasaction key |
| CN107133259A (en) * | 2017-03-22 | 2017-09-05 | 北京晓数聚传媒科技有限公司 | A kind of searching method and device |
| CN107199572A (en) * | 2017-06-16 | 2017-09-26 | 山东大学 | A kind of robot system and method based on intelligent auditory localization and Voice command |
-
2017
- 2017-12-28 CN CN201711463596.9A patent/CN110019682B/en active Active
Patent Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1533539A (en) * | 2001-05-18 | 2004-09-29 | �����ɷ� | Extensible event notificaton mechanism |
| US20030225569A1 (en) * | 2002-05-29 | 2003-12-04 | Fujitsu Limited | Translation server, translating method, and program |
| CN1825321A (en) * | 2006-03-31 | 2006-08-30 | 北京金山软件有限公司 | Searching method, holding method and searching system for dictionary-like data |
| US8200695B2 (en) * | 2006-04-13 | 2012-06-12 | Lg Electronics Inc. | Database for uploading, storing, and retrieving similar documents |
| CN103597783A (en) * | 2011-06-03 | 2014-02-19 | 苹果公司 | System and method for secure instant messaging |
| CN103294693A (en) * | 2012-02-27 | 2013-09-11 | 华为技术有限公司 | Searching method, server and system |
| CN103365991A (en) * | 2013-07-03 | 2013-10-23 | 深圳市华傲数据技术有限公司 | Method for realizing dictionary memory management of Trie tree based on one-dimensional linear space |
| US20150242461A1 (en) * | 2014-02-25 | 2015-08-27 | Hsiang-Tsung Kung | Systems, Apparatuses, and Methods for Feature Searching |
| CN104112184A (en) * | 2014-07-01 | 2014-10-22 | 江苏科技大学 | Refined customer service knowledge base system and working method thereof |
| CN106610996A (en) * | 2015-10-23 | 2017-05-03 | 北京奇虎科技有限公司 | Method and device for switching hot dictionaries |
| CN106708885A (en) * | 2015-11-17 | 2017-05-24 | 百度在线网络技术（北京）有限公司 | Method and device for achieving searching |
| CN105893493A (en) * | 2016-03-29 | 2016-08-24 | 北京小米移动软件有限公司 | Searching method and device |
| CN106776812A (en) * | 2016-11-24 | 2017-05-31 | 北京小米移动软件有限公司 | The method and device of trasaction key |
| CN107133259A (en) * | 2017-03-22 | 2017-09-05 | 北京晓数聚传媒科技有限公司 | A kind of searching method and device |
| CN107199572A (en) * | 2017-06-16 | 2017-09-26 | 山东大学 | A kind of robot system and method based on intelligent auditory localization and Voice command |
Non-Patent Citations (2)
| Title |
|---|
| MILAD MAKKIE 等: "Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics", 《2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)》 * |
| 刘相琴: "大豆主题垂直搜索引擎关键技术的研究与设计", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
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