CN107545000A - The information-pushing method and device of knowledge based collection of illustrative plates - Google Patents
The information-pushing method and device of knowledge based collection of illustrative plates Download PDFInfo
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Abstract
This application discloses the information-pushing method of knowledge based collection of illustrative plates and device.One embodiment of methods described includes：Receive the keyword that inquiry terminal is sent；Search the knowledge mapping of corresponding keyword；Position of the keyword on knowledge mapping is searched, the pushed information of corresponding keyword is determined based on position；Pushed information is pushed to inquiry terminal.The embodiment can accurately find the pushed information of corresponding search key according to keyword lookup knowledge mapping according to knowledge mapping, improve the accuracy rate of information push.
Description
Technical field
The application is related to technical field of data processing, and in particular to knowledge mapping technical field, especially
It is related to the information-pushing method of knowledge based collection of illustrative plates and device.
Background technology
With the development of internet, increasing user is searched on the internet by keyword
The information needed, search engine provide the information option related to keyword according to keyword and provided
To user.For example, online education type entry provides more personalized recommendations and guide service comes
Improve user's viscosity and usage experience, common study recommend bootstrap technique be searched for by user,
Tab indexes corresponding to content export are read or watched to find the commending contents of correlation to user.
However, the existing method by keyword search information still has several drawbacks.For example,
The existing information option relative discrete found by keyword, search the information of user's needs
Accuracy rate it is relatively low.
The content of the invention
This application provides the information-pushing method of knowledge based collection of illustrative plates and device, to solve background
The technical problem mentioned in technology.
In a first aspect, this application provides a kind of information-pushing method of knowledge based collection of illustrative plates, institute
The method of stating includes：Receive the keyword for being used to inquire about that inquiry terminal is sent；Search described in corresponding to
The knowledge mapping of keyword；Position of the keyword on the knowledge mapping is searched, is based on
The position determines the pushed information of the corresponding keyword；The pushed information is pushed to institute
State inquiry terminal.
Second aspect, this application provides a kind of information push-delivery apparatus of knowledge based collection of illustrative plates, institute
Stating device includes：Query Information receiving unit, it is used to inquire about for what reception inquiry terminal was sent
Keyword；Knowledge mapping searching unit, for searching the knowledge mapping of the corresponding keyword；
Pushed information determining unit, for searching position of the keyword on the knowledge mapping,
The pushed information of the corresponding keyword is determined based on the position；Pushed information transmitting element,
For the pushed information to be pushed into the inquiry terminal.
The information-pushing method and device for the knowledge based collection of illustrative plates that the application provides, according to keyword
Knowledge mapping is searched, and the push of corresponding search key can be accurately found according to knowledge mapping
Information, improve the accuracy rate of information push.
Brief description of the drawings
Retouched by reading with reference to the detailed of being made to non-limiting example of being made of the following drawings
State, other features, objects and advantages will become more apparent upon：
Fig. 1 a are information-pushing method one embodiment according to the knowledge based collection of illustrative plates of the application
Flow chart；
Fig. 1 b are the flow charts according to one embodiment of the structure knowledge mapping of the application；
Fig. 2 is the application scenarios according to the information-pushing method of the knowledge based collection of illustrative plates of the application
One schematic diagram；
Fig. 3 is the structural representation of Fig. 2 each plane；
Fig. 4 is that the structural representation from node is included in Fig. 3 each plane；
Fig. 5 is Fig. 2 mode of learning schematic diagram；
Fig. 6 is Fig. 2 knowledge mapping；
Fig. 7 is the node schematic diagram by way of breadth first traversal of Fig. 2 knowledge mapping；
Fig. 8 is the schematic diagram of the oriented adjacency list of Fig. 7 knowledge mapping；
Fig. 9 is one embodiment according to the information push-delivery apparatus of the knowledge based collection of illustrative plates of the application
Structural representation；
Figure 10 is the structural representation according to one embodiment of the server of the application.
Embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is appreciated that
, specific embodiment described herein is used only for explaining related invention, rather than to the hair
Bright restriction.It also should be noted that for the ease of description, illustrate only in accompanying drawing with
About the related part of invention.
It should be noted that in the case where not conflicting, embodiment and embodiment in the application
In feature can be mutually combined.Describe this in detail below with reference to the accompanying drawings and in conjunction with the embodiments
Application.
With reference to figure 1a, the information-pushing method of knowledge based collection of illustrative plates according to the application is shown
The flow 100 of one embodiment.The information-pushing method of above-mentioned knowledge based collection of illustrative plates include with
Lower step：
Step 101, the keyword for being used to inquire about that inquiry terminal is sent is received.
After the completion of knowledge mapping structure, it can be used for the inquiry to knowledge point.Generally, by looking into
The keyword sent of terminal is ask to inquire about knowledge point.Inquiry terminal can be mobile phone, put down
The intelligent electronic device such as plate or portable notebook, inquiry terminal pass through wired or wireless mode
It is connected to and is stored with the server of knowledge mapping to inquire about knowledge point.
Step 102, the knowledge mapping of corresponding above-mentioned keyword is searched.
Same keyword, different fields is may belong to, and then obtain different knowledge mappings.
Therefore, the A to Z of collection of illustrative plates related to keyword can be obtained.
In some optional implementations of the present embodiment, above-mentioned lookup corresponds to above-mentioned keyword
Knowledge mapping may comprise steps of：
The first step, inquire about the classification information of above-mentioned keyword, according to above-mentioned classification information determine to
A few knowledge mapping.
Above-mentioned classification information includes communication, network, science and technology and teaching.
Keyword can be classified by polytype, as category can be communication, network,
Science and technology and teaching etc..After the classification information for determining keyword, knowledge mapping corresponding to lookup.
Second step, obtain at least one knowledge mapping of corresponding above-mentioned classification information.
From knowledge mapping corresponding to the acquisition such as knowledge base for preserving knowledge mapping.
Step 103, position of the above-mentioned keyword on above-mentioned knowledge mapping is searched, based on above-mentioned
Position determines the pushed information of corresponding above-mentioned keyword.
Keyword would generally correspond to a knowledge node or knowledge point on knowledge mapping, find pair
After the knowledge node answered or knowledge point, the information point related to the knowledge node or knowledge point is made
For pushed information.
In some optional implementations of the present embodiment, the above-mentioned above-mentioned keyword of lookup is upper
The position on knowledge mapping is stated, it is determined that the pushed information of corresponding above-mentioned keyword can include：If
Above-mentioned keyword corresponds to the start node on above-mentioned knowledge mapping, then knowing above-mentioned knowledge mapping
Node is known as pushed information；If above-mentioned keyword corresponds to the knowledge node of above-mentioned knowledge mapping,
Then using the knowledge point of above-mentioned knowledge node and corresponding above-mentioned knowledge node as pushed information；On if
State keyword and correspond to knowledge point on above-mentioned knowledge mapping, then believe above-mentioned knowledge point as push
Breath.
Knowledge mapping has the tree-like structure of class, when keyword corresponds to the original position of knowledge mapping
When, it is believed that keyword needs to carry out globality understanding to the knowledge mapping, at this point it is possible to
Using the A to Z of node of knowledge mapping as pushed information；When keyword corresponds to knowledge mapping
During a certain knowledge node, can using the knowledge point of the knowledge node and knowledge node subordinate as
Pushed information；When keyword directly corresponds to some knowledge point on knowledge mapping, this is known
Point pushed information the most is known, it is necessary to which explanation, knowledge point now are corresponding comprising the knowledge point
Information point specifying information.
In some optional implementations of the present embodiment, the above-mentioned above-mentioned keyword of lookup is upper
The position on knowledge mapping is stated, the pushed information of corresponding above-mentioned keyword is determined based on above-mentioned position
It can also include：Dimensional analysis is carried out to above-mentioned keyword and obtains the dimensional information of above-mentioned keyword,
Determined according to the position of above-mentioned dimensional information and above-mentioned keyword on above-mentioned knowledge mapping on corresponding
The pushed information of keyword is stated, above-mentioned dimensional information includes the quantity of knowledge point corresponding to keyword
With the information content of knowledge point.
Dimensional information is the division carried out from time, information content etc. to pushed information.For example,
Using certain information behind in knowledge mapping 2016 corresponding with keyword as pushed information, or work as
Comprising knowledge point reach setting value when, using these knowledge points as pushed information.
In some optional implementations of the present embodiment, the above-mentioned above-mentioned keyword of lookup is upper
The position on knowledge mapping is stated, it is determined that the pushed information of corresponding above-mentioned keyword also includes：Upper
The mark point that corresponding above-mentioned keyword is set on knowledge mapping is stated, will be known corresponding to above-mentioned mark point
Know point and be used as pushed information.
Except it is above-mentioned determine pushed information according to keyword in addition to, can also according to the needs of user,
The mark point of corresponding keyword is set on knowledge mapping, using knowledge point corresponding to mark point as
Pushed information.It should be noted that mark point herein is to be found on knowledge mapping and key
After knowledge node corresponding to word or knowledge point, further according to it needs to be determined that, equivalent in knowledge graph
Secondary positioning in spectrum.
Step 104, above-mentioned pushed information is pushed to above-mentioned inquiry terminal.
After pushed information is determined, pushed information is sent to inquiry in the form of word, chart etc.
Terminal.
In some optional implementations of the present embodiment, the present embodiment above method also includes
The step of building knowledge mapping, as shown in Figure 1 b, including：
Step 1021, resource information is obtained.
The knowledge mapping of a certain resource information is established, it is necessary to first obtain the resource information.Wherein,
Above-mentioned resource information is used to set information be explained, wherein, set information can be
A branch of instruction in school (such as driving training course), certain a kind of knowledge (such as birds).Generally obtain money
The method of source information be obtain the resource information electronic information (can be from certain knowledge base
E-file).For example, establishing the knowledge mapping of a certain course (resource information), obtain first
The e-file of the course, e-file can be word forms or other kinds of form.
Step 1022, above-mentioned resource information is analyzed, obtains corresponding above-mentioned resource information
The information point of structural information and corresponding said structure information.
Wherein, said structure information is used to the message structure of above-mentioned resource information be described,
Above- mentioned information point is used for based on affiliated message structure, and the information content of resource information is retouched
State.
Also by taking above-mentioned a certain course as an example, course is generally all according to levels such as chapter, section, classes
Relation division, each part relatively completely can explain description to some knowledge.Cause
This, is divided with hierarchical relationships such as chapter, section, classes to course, can obtain the structure letter of the course
Breath, structural information can be：The course includes how many chapter, each self-contained how many sections, every per chapter
Each self-contained how many class etc. saved.After obtaining structural information, it is possible to obtain counter structure information
Information point.
It is above-mentioned that above-mentioned resource information is carried out in some optional implementations of the present embodiment
Analysis, obtain the structural information of corresponding above-mentioned resource information and the information of corresponding said structure information
Point may comprise steps of：
The first step, the structural information of above-mentioned resource information is determined by structure keywords.
Resource information is generally all electronic information, therefore, can be by keyword to resource information
Structural information scan for.Said structure keyword include chapter, section, part, say in extremely
One item missing.Structural information can also be other kinds of keyword, no longer describe one by one herein.
Second step, the sequencing that said structure information occurs in above-mentioned resource information is determined,
And using the information point between any two said structure information as suitable in two said structure information
Information point belonging to the first structural information of sequence, and then obtain between structural information and information point
First subordinate relation, above- mentioned information point are determined by structure keywords.
The structural information of resource information can be obtained by above-mentioned keyword, for example, passing through pass
, can be according to the determiner before chapter, section, such as first, second after keyword searches chapter, section
Deng, and then the structural information of resource information is determined, such as chapter 1, chapter 2, first segment, the
Two sections etc., have also determined that the sequencing that structural information occurs in resource information.
Structural information is determined, information point corresponding to structural information also can determine that, and then
To the first subordinate relation between structural information and information point.For example, the chapter 1 of the course and
Chapter 2, the information point between belongs to chapter 1；Information point between first segment and the second section belongs to
First segment；Information point between Lesson One and the second class belongs to Lesson One etc..
Step 1023, based on said structure information and information point, set and know for above-mentioned resource information
Know node and knowledge point.
After obtaining structural information and information point, corresponding knowledge node and knowledge point can be set.
Wherein, above-mentioned knowledge node is used to said structure information be marked, and above-mentioned knowledge point is used for
Above- mentioned information point is marked, above-mentioned knowledge node is correspondingly arranged with said structure information, on
Knowledge point is stated to be correspondingly arranged with above- mentioned information point.In practice, information point can be to noun, specially
The description or explanation of industry term, therefore, information point generally includes many words, picture or form
Content, and the knowledge point of the present embodiment only needs to establish the corresponding relation with information point, no
Need that the particular content of information point is described.For example, information point is " matrix ", information point
Particular content can be to the structure of matrix explanation, classification declaration and conversion specification；It is corresponding
The knowledge point of the information point can be " matrix ", be said without the structure explanation including matrix, classification
Bright and conversion specification.
For example, chapter, section, the class in above-mentioned course are the structural descriptions to the course, can
Think each chapter, section, class set corresponding to knowledge node, so as in the knowledge graph subsequently obtained
The structure of the course is marked in spectrum；Correspondingly, it is each chapter, section, the information point of class
Knowledge point corresponding to setting, to believe in the knowledge mapping subsequently obtained the content of the course
Breath is marked.It should be noted that the title of knowledge node can be with the title of structural information
Identical, for example, structural information is " chapter 1 ", knowledge node corresponding to the structural information also may be used
To be " chapter 1 ".
Step 1024, set between above-mentioned knowledge node and knowledge node, knowledge node and knowledge
Subordinate relation between point, knowledge is established according to above-mentioned knowledge node, knowledge point and subordinate relation
Collection of illustrative plates.
After obtaining knowledge node and knowledge point, structural information and knowledge according to corresponding to knowledge node
Information point corresponding to point, it may be determined that between knowledge node and knowledge node, knowledge node is with knowing
Know the subordinate relation between point, then knowledge node and knowledge point are divided according to subordinate relation
Group arrangement, obtains knowledge mapping.
In some optional implementations of the present embodiment, above-mentioned setting knowledge node and knowledge
Subordinate relation between node includes：The structural relation checked between above-mentioned knowledge node, passes through
Said structure relation determines the second subordinate relation between knowledge node and knowledge node, above-mentioned knot
The sequencing that structure relation occurs by said structure information in above-mentioned resource information determines.
Knowledge node includes chapter, section, class etc., wherein, a chapter generally comprises multiple sections；One section
Multiple classes are generally comprised, therefore, can be according to the structural relation between knowledge node, it is determined that knowing
Know the second subordinate relation between node and knowledge node.
In some optional implementations of the present embodiment, above-mentioned setting knowledge node and knowledge
Subordinate relation between point includes：Knowledge node and knowledge are determined according to above-mentioned first subordinate relation
The 3rd subordinate relation between point.
First subordinate relation is used to determine the belonging relation between structural information and information point, and ties
Structure information is correspondingly arranged with knowledge node；Information point is correspondingly arranged with knowledge point, therefore, according to
The first subordinate relation between structural information and information point can obtain determining knowledge node and knowledge
The 3rd subordinate relation between point.
In some optional implementations of the present embodiment, the above-mentioned above-mentioned knowledge node of setting with
Subordinate relation between knowledge node, between knowledge node and knowledge point also includes：When delete or
When increasing knowledge node, known according to above-mentioned second subordinate relation and/or the 3rd subordinate relation, modification
Know the subordinate relation between subordinate relation and knowledge node and the knowledge point between node.
Knowledge node is correspondingly arranged with structural information, and knowledge point is correspondingly arranged with information point.It is actual
In, what the structural information and information point of resource information were generally to determine, and knowledge node and knowledge
Point can relatively free to be set, i.e. and can be that a certain structural information sets knowledge node,
Can not also be that the structural information sets knowledge node；Similarly, can be that a certain information point is set
Knowledge point, can not also be that the information point sets knowledge point.
Can also be on the basis of knowledge node and knowledge point be set, again in existing knowledge section
Increase knowledge point node or knowledge point in point and knowledge point；Or delete existing knowledge node or know
Know point.Due to the second subordinate relation between knowledge node be present, between knowledge node and knowledge point
In the presence of the 3rd subordinate relation, can all change after increase or deletion knowledge node and knowledge point original
Second subordinate relation and/or the 3rd subordinate relation.Therefore, knowledge node or know increasing or delete
After knowing point, it is also necessary to which the second subordinate relation and/or the 3rd subordinate relation are adjusted.
In some optional implementations of the present embodiment, it is above-mentioned according to above-mentioned knowledge node,
Knowledge point and subordinate relation, which establish knowledge mapping, to be included：By between knowledge node and knowledge node
The second subordinate relation and knowledge node and knowledge point between the 3rd subordinate relation, establish corresponding
The knowledge mapping of above-mentioned resource information.It is a little by point, subordinate relation of knowledge node and knowledge point
Between side, establish knowledge mapping.
The information-pushing method for the knowledge based collection of illustrative plates that the application provides, knows according to keyword lookup
Know collection of illustrative plates, and the pushed information of corresponding search key can be accurately found according to knowledge mapping,
Improve the accuracy rate of information push.
With further reference to Fig. 2, as the realization to method shown in above-mentioned each figure, the application provides
A kind of one embodiment of the information-pushing method of knowledge based collection of illustrative plates, the embodiment and Fig. 1
Shown embodiment of the method is corresponding.
After user inputs search term, the construction device of knowledge mapping is corresponding according to keyword lookup
Resource information.For example, search term is " driving test " or " driving school's grade examination ", then look for
It is as shown in Figure 2 to corresponding Driving Test resource information.The resource information includes one with node and 3
Individual host node.Wherein, root node is equivalent to above-mentioned start node, for entering to resource information
Row general description, for example, the root node in Fig. 2 can be " driving test "；Host node (phase
When in structural information) 3 stages corresponding to driving test are represented respectively, i.e. the first host node
Corresponding Driving Test Subject One, the second host node corresponds to Driving Test Subject Two, the 3rd host node corresponds to Driving Test
Subject three.Each host node includes respective information point, each host node and corresponding information
Point one plane of composition, as shown in Figure 3.Each plane is as a relatively complete Knowledge Set
Close, thus obtain the taper figure of resource information as shown in Figure 2.
As shown in figure 4, in each plane in addition to having a host node, can also have it is multiple from
Node (equivalent to structural information), the host node in the plane is subordinated to from node.To each it put down
Master node, slave node and information point in face are sequentially connected by end to end mode can be with structure
Into linked list data structure.Index is set in chained list (equivalent to knowledge node and knowledge point), very
The index representative information point of numerical digit, the index that even number is represent host node or from nodes.Each rope
The information such as time, content tab and the classification of the index creation can also be included by drawing, so as to basis
These information are ranked up to master node, slave node and knowledge point.
As shown in figure 5, resource information can have a variety of modes of learning, can be with some host node
For starting point, the information point in the plane where the host node is sorted according to clockwise direction and learned
Practise；Can also be since the first host node, according to hierarchical relationship, successively to the first host node
Flat content (master node, slave node and or information point), the flat content of the second host node and
The flat content sequence study of 3rd host node.
After obtaining index, resource information can be formed to the data structure of class tree, it is excellent by depth
The mode first traveled through can obtain knowledge mapping corresponding to resource information, as shown in Figure 6；Pass through
The mode of breadth first traversal can obtain the information of node, as shown in Figure 7.Wherein, sequence
1 is the sequence of each node obtained by way of depth-first traversal；Sequence 2 is to pass through
The sequence for each node that the mode of breadth first traversal obtains.Then, by the node in Fig. 7
The mode of oriented adjacency list is converted to, obtains Fig. 8, data can be realized by programming voice
Storage and the encapsulation of algorithm.In practice, Fig. 6 can be converted to Cause and Effect matrix, is easy to selection suitable
The knowledge node of conjunction or knowledge point push to user.
With further reference to Fig. 9, as the realization to method shown in above-mentioned each figure, the application provides
A kind of one embodiment of the information push-delivery apparatus of knowledge based collection of illustrative plates, the device embodiment with
Embodiment of the method shown in Fig. 1 is corresponding, and the device specifically can apply to various electronic equipments
In.
As shown in figure 9, the information push-delivery apparatus 900 of the above-mentioned knowledge based collection of illustrative plates of the present embodiment
It can include：Query Information receiving unit 901, knowledge mapping searching unit 902, pushed information
Determining unit 903 and pushed information transmitting element 904.Wherein, Query Information receiving unit 901
The keyword for being used to inquire about sent for receiving inquiry terminal；Knowledge mapping searching unit 902
For searching the knowledge mapping of corresponding above-mentioned keyword；Pushed information determining unit 903 is used to look into
Position of the above-mentioned keyword on above-mentioned knowledge mapping is looked for, is determined based on above-mentioned position corresponding above-mentioned
The pushed information of keyword；Pushed information transmitting element 904 is used to push above-mentioned pushed information
To above-mentioned inquiry terminal.
In some optional implementations of the present embodiment, above-mentioned knowledge mapping searching unit
902 can include：Knowledge mapping searches subelement (not shown) and knowledge mapping obtains
Subelement (not shown).Wherein, knowledge mapping searches subelement and is used to inquire about above-mentioned key
The classification information of word, determine that at least one knowledge mapping is above-mentioned according to above-mentioned classification information；Knowledge
Collection of illustrative plates obtains at least one knowledge mapping that subelement is used to obtain corresponding above-mentioned classification information.
In some optional implementations of the present embodiment, said apparatus also includes knowledge mapping
Construction unit (not shown), for building posture collection of illustrative plates, including：Resource information obtains son
Unit (not shown), acquisition of information subelement (not shown), subelement (figure is set
Not shown in) and knowledge mapping structure subelement (not shown).Wherein, resource information obtains
Subelement is taken to be used to obtain resource information, above-mentioned resource information is used to explain set information
Explanation；Acquisition of information subelement is used to analyze above-mentioned resource information, obtains corresponding above-mentioned
The information point of the structural information of resource information and corresponding said structure information, said structure information are used
It is described in the message structure to above-mentioned resource information, above- mentioned information point is used for based on affiliated
Message structure, the information content of resource information is described；Subelement is set to be used to be based on
Structural information and information point are stated, knowledge node and knowledge point are set for above-mentioned resource information, it is above-mentioned
Knowledge node is used to said structure information be marked, and above-mentioned knowledge point is used for above- mentioned information
Point be marked, above-mentioned knowledge node is correspondingly arranged with said structure information, above-mentioned knowledge point and
Above- mentioned information point is correspondingly arranged；Knowledge mapping structure subelement be used for set above-mentioned knowledge node with
Subordinate relation between knowledge node, between knowledge node and knowledge point, according to above-mentioned knowledge section
Point, knowledge point and subordinate relation establish knowledge mapping.
In some optional implementations of the present embodiment, above- mentioned information, which obtains subelement, to be included：
Structural information acquisition module (not shown) and information point acquisition module (not shown).
Wherein, structural information acquisition module is used for the knot that above-mentioned resource information is determined by structure keywords
Structure information, said structure keyword include chapter, section, part, say at least one of；Information
Point acquisition module is used to determine that the priority that said structure information occurs in above-mentioned resource information is suitable
Sequence, and using the information point between any two said structure information as two said structure information
Information point belonging to the first structural information of middle order, so obtain structural information and information point it
Between the first subordinate relation, above- mentioned information point determined by structure keywords.
In some optional implementations of the present embodiment, above-mentioned knowledge mapping builds subelement
Including：Second subordinate relation acquisition module (not shown), for checking above-mentioned knowledge node
Between structural relation, determined by said structure relation between knowledge node and knowledge node
Second subordinate relation, said structure relation are gone out by said structure information in above-mentioned resource information
Existing sequencing determines.
In some optional implementations of the present embodiment, above-mentioned knowledge mapping builds subelement
Including：3rd subordinate relation acquisition module (not shown), for according to above-mentioned first subordinate
Relation determines the 3rd subordinate relation between knowledge node and knowledge point.
In some optional implementations of the present embodiment, above-mentioned knowledge mapping builds subelement
Also include：Subordinate relation modified module (not shown), for deleting or increasing knowledge section
During point, according to above-mentioned second subordinate relation and/or the 3rd subordinate relation, change between knowledge node
Subordinate relation and knowledge node and knowledge point between subordinate relation.
In some optional implementations of the present embodiment, above-mentioned knowledge mapping builds subelement
Including：Knowledge mapping builds module (not shown), for passing through knowledge node and knowledge section
The 3rd subordinate relation between the second subordinate relation and knowledge node and knowledge point between point, builds
The knowledge mapping of vertical corresponding above-mentioned resource information.
In some optional implementations of the present embodiment, above-mentioned pushed information determining unit
903 include：First pushed information determination subelement (not shown), in above-mentioned key
When word corresponds to the start node on above-mentioned knowledge mapping, the knowledge node of above-mentioned knowledge mapping is made
, will be above-mentioned when above-mentioned keyword corresponds to the knowledge node of above-mentioned knowledge mapping for pushed information
The knowledge point of knowledge node and corresponding above-mentioned knowledge node is as pushed information, in above-mentioned keyword
When corresponding to the knowledge point on above-mentioned knowledge mapping, using above-mentioned knowledge point as pushed information.
In some optional implementations of the present embodiment, above-mentioned pushed information determining unit
903 can also include：Second pushed information determination subelement (not shown), for
State keyword progress dimensional analysis and obtain the dimensional information of above-mentioned keyword, believed according to above-mentioned dimension
Cease the push of the corresponding above-mentioned keyword of position determination with above-mentioned keyword on above-mentioned knowledge mapping
Information, above-mentioned dimensional information include the quantity of knowledge point corresponding to keyword and the information of knowledge point
Amount.
In some optional implementations of the present embodiment, above-mentioned pushed information determining unit
903 can also include：3rd pushed information determination subelement (not shown), for
The mark point that corresponding above-mentioned keyword is set on knowledge mapping is stated, will be known corresponding to above-mentioned mark point
Know point and be used as pushed information.
It is above-mentioned below with reference to Figure 10, it illustrates suitable for for realizing the service of the embodiment of the present application
The structural representation of the computer system 1000 of device.
As shown in Figure 10, computer system 1000 includes CPU (CPU) 1001,
It can according to the program being stored in read-only storage (ROM) 1002 or from storage part
1008 programs being loaded into random access storage device (RAM) 1003 and perform it is various appropriate
Action and processing.In RAM1003, be also stored with system 1000 operate it is required various
Program and data.CPU1001, ROM1002 and RAM1003 by bus 1004 that
This is connected.Input/output (I/O) interface 1005 is also connected to bus 1004.
I/O interfaces 1005 are connected to lower component：Include the importation of keyboard, mouse etc.
1006；Output par, c 1007 including liquid crystal display (LCD) etc. and loudspeaker etc.；
Storage part 1008 including hard disk etc.；And including LAN card, modem etc.
NIC communications portion 1009.Communications portion 1009 via such as internet net
Network performs communication process.Driver 1010 is also according to needing to be connected to I/O interfaces 1005.It is removable
Medium 1011, such as disk, CD, magneto-optic disk, semiconductor memory etc. are unloaded, according to need
To be arranged on driver 1010, in order to the computer program that reads from it quilt as needed
Install into storage part 1008.
Especially, in accordance with an embodiment of the present disclosure, can be with above with reference to the process of flow chart description
It is implemented as computer software programs.For example, embodiment of the disclosure includes a kind of computer journey
Sequence product, it includes being tangibly embodied in the computer program on machine readable media, above-mentioned meter
Calculation machine program bag contains the program code for being used for the method shown in execution flow chart.In such implementation
In example, the computer program can be downloaded and installed by communications portion 1009 from network,
And/or it is mounted from detachable media 1011.
Flow chart and block diagram in accompanying drawing, it is illustrated that according to the system of the various embodiments of the application,
Architectural framework in the cards, function and the operation of method and computer program product.This point
On, each square frame in flow chart or block diagram can represent a module, program segment or code
A part, a part for above-mentioned module, program segment or code is used for comprising one or more
The executable instruction of logic function as defined in realization.It should also be noted that at some as replacement
In realization, the function of being marked in square frame can also be with different from the order marked in accompanying drawing hair
It is raw.For example, two square frames succeedingly represented can essentially perform substantially in parallel, they
Sometimes can also perform in the opposite order, this is depending on involved function.It is also noted that
It is, each square frame and block diagram in block diagram and/or flow chart and/or the square frame in flow chart
Combination, function or the special hardware based system of operation it can be realized as defined in execution,
Or it can be realized with the combination of specialized hardware and computer instruction.
Being described in unit involved in the embodiment of the present application can be real by way of software
It is existing, it can also be realized by way of hardware.Described unit can also be arranged on processing
In device, for example, can be described as：A kind of processor includes Query Information receiving unit, knowledge
Collection of illustrative plates searching unit, pushed information determining unit and pushed information transmitting element.Wherein, these
The title of unit does not form the restriction to the unit in itself under certain conditions.For example, push
Information transmitting unit is also described as " being used for the unit for sending pushed information ".
As on the other hand, present invention also provides a kind of nonvolatile computer storage media,
The nonvolatile computer storage media can be in above-described embodiment included in said apparatus
Nonvolatile computer storage media；Can also be individualism, without non-in supplying terminal
Volatile computer storage medium.Above-mentioned nonvolatile computer storage media be stored with one or
The multiple programs of person, when said one or multiple programs are performed by an equipment so that above-mentioned
Equipment：Receive the keyword that inquiry terminal is sent；Search the knowledge mapping of corresponding above-mentioned keyword；
Position of the above-mentioned keyword on above-mentioned knowledge mapping is searched, is determined based on above-mentioned position on corresponding
State the pushed information of keyword；Above-mentioned pushed information is pushed to above-mentioned inquiry terminal.
Above description is only the preferred embodiment of the application and saying to institute's application technology principle
It is bright.It will be appreciated by those skilled in the art that invention scope involved in the application, and it is unlimited
In the technical scheme that the particular combination of above-mentioned technical characteristic forms, while it should also cover and not depart from
In the case of the inventive concept, it is combined by above-mentioned technical characteristic or its equivalent feature
And the other technical schemes formed.Such as features described above and (but not limited to) disclosed herein
The technical scheme that technical characteristic with similar functions is replaced mutually and formed.
Claims (22)
1. a kind of information-pushing method of knowledge based collection of illustrative plates, including：
Receive the keyword for being used to inquire about that inquiry terminal is sent；
Search the knowledge mapping of the corresponding keyword；
Position of the keyword on the knowledge mapping is searched, based on position determination pair
Answer the pushed information of the keyword；
The pushed information is pushed to the inquiry terminal.
2. according to the method for claim 1, wherein, described search corresponds to the keyword
Knowledge mapping include：
The classification information of the keyword is inquired about, determines at least one to know according to the classification information
Know collection of illustrative plates；
Obtain at least one knowledge mapping of the corresponding classification information.
3. according to the method for claim 1, wherein, methods described also includes structure knowledge
The step of collection of illustrative plates, including：
Resource information is obtained, the resource information is used to set information be explained；
The resource information is analyzed, obtain the corresponding resource information structural information and
The information point of the corresponding structural information, the structural information are used for the letter to the resource information
Breath structure is described, and described information point is used for based on affiliated message structure, to resource information
The information content be described；
Based on the structural information and information point, knowledge node is set for the resource information and known
Know point, the knowledge node is used to the structural information be marked, and the knowledge point is used for
Described information point is marked, the knowledge node is correspondingly arranged with the structural information, institute
Knowledge point is stated to be correspondingly arranged with described information point；
Set between the knowledge node and knowledge node, between knowledge node and knowledge point from
Category relation, knowledge mapping is established according to the knowledge node, knowledge point and subordinate relation.
4. the method according to claim 11, wherein, it is described that the resource information is carried out
Analysis, obtain the structural information of the corresponding resource information and the information of the corresponding structural information
Point, including：
The structural information of the resource information, the structure keywords are determined by structure keywords
Including chapter, section, part, say at least one of；
The sequencing that the structural information occurs in the resource information is determined, and will be any
Information point between two structural informations is first as order in two structural informations
Information point belonging to structural information, and then obtain the first subordinate between structural information and information point
Relation, described information point are determined by structure keywords.
5. the method according to claim 11, wherein, the setting knowledge node and knowledge
Subordinate relation between node includes：
The structural relation checked between the knowledge node, knowledge is determined by the structural relation
The second subordinate relation between node and knowledge node, the structural relation are believed by the structure
The sequencing occurred in the resource information is ceased to determine.
6. the method according to claim 11, wherein, the setting knowledge node and knowledge
Subordinate relation between point includes：
Determine that the 3rd subordinate between knowledge node and knowledge point is closed according to first subordinate relation
System.
7. according to the method for claim 4, wherein, it is described set the knowledge node with
Subordinate relation between knowledge node, between knowledge node and knowledge point also includes：
When deleting or increasing knowledge node, according to second subordinate relation and/or the 3rd subordinate
Relation, change the subordinate between subordinate relation and knowledge node and the knowledge point between knowledge node
Relation.
8. according to the method for claim 4, wherein, it is described according to the knowledge node,
Knowledge point and subordinate relation, which establish knowledge mapping, to be included：
Pass through the second subordinate relation and knowledge node and knowledge between knowledge node and knowledge node
The 3rd subordinate relation between point, establish the knowledge mapping of the corresponding resource information.
9. according to the method for claim 1, wherein, the lookup keyword is in institute
The position on knowledge mapping is stated, it is determined that the pushed information of the corresponding keyword includes：
If the keyword corresponds to the start node on the knowledge mapping, by the knowledge graph
The knowledge node of spectrum is as pushed information；
If the keyword corresponds to the knowledge node of the knowledge mapping, by the knowledge node
Knowledge point with the corresponding knowledge node is as pushed information；
If the keyword corresponds to the knowledge point on the knowledge mapping, the knowledge point is made
For pushed information.
10. according to the method for claim 9, wherein, the lookup keyword exists
Position on the knowledge mapping, the push letter of the corresponding keyword is determined based on the position
Breath also includes：
Dimensional analysis is carried out to the keyword and obtains the dimensional information of the keyword, according to institute
State the position of dimensional information and the keyword on the knowledge mapping and determine the corresponding key
The pushed information of word, the dimensional information include the quantity and knowledge of knowledge point corresponding to keyword
The information content of point.
11. the method according to claim 9 or 10, wherein, it is described to search the key
Position of the word on the knowledge mapping, it is determined that the pushed information of the corresponding keyword also includes：
The mark point of the corresponding keyword is set on the knowledge mapping, by the mark point
Corresponding knowledge point is as pushed information.
12. a kind of information push-delivery apparatus of knowledge based collection of illustrative plates, including：
Query Information receiving unit, the keyword for being used to inquire about sent for receiving inquiry terminal；
Knowledge mapping searching unit, for searching the knowledge mapping of the corresponding keyword；
Pushed information determining unit, for searching position of the keyword on the knowledge mapping
Put, the pushed information of the corresponding keyword is determined based on the position；
Pushed information transmitting element, for the pushed information to be pushed into the inquiry terminal.
13. device according to claim 12, wherein, the knowledge mapping searching unit
Including：
Knowledge mapping searches subelement, for inquiring about the classification information of the keyword, according to institute
State classification information and determine at least one knowledge mapping；
Knowledge mapping obtains subelement, knows for obtaining corresponding at least one of classification information
Know collection of illustrative plates.
14. device according to claim 12, wherein, described device also includes knowledge graph
Construction unit is composed, for building posture collection of illustrative plates, including：
Resource information obtains subelement, and for obtaining resource information, the resource information is used for pair
Set information is explained；
Acquisition of information subelement, for analyzing the resource information, corresponded to described in
The information point of the structural information of resource information and the corresponding structural information, the structural information are used
It is described in the message structure to the resource information, described information point is used for based on affiliated
Message structure, the information content of resource information is described；
Subelement is set, for being the resource information based on the structural information and information point
Knowledge node and knowledge point are set, the knowledge node is used to the structural information be marked,
The knowledge point is used to described information point be marked, and the knowledge node is believed with the structure
Breath is correspondingly arranged, and the knowledge point is correspondingly arranged with described information point；
Knowledge mapping builds subelement, for setting between the knowledge node and knowledge node,
Subordinate relation between knowledge node and knowledge point, according to the knowledge node, knowledge point and from
Category relation establishes knowledge mapping.
15. device according to claim 14, wherein, described information obtains subelement bag
Include：
Structural information acquisition module, for determining the knot of the resource information by structure keywords
Structure information, the structure keywords include chapter, section, part, say at least one of；
Information point acquisition module, occur for determining the structural information in the resource information
Sequencing, and using the information point between any two structural informations as described in two
Information point in structural information belonging to the first structural information of order, so obtain structural information and
The first subordinate relation between information point, described information point are determined by structure keywords.
16. device according to claim 15, wherein, knowledge mapping structure is single
Member includes：
Second subordinate relation acquisition module, for checking the structural relation between the knowledge node,
The second subordinate relation between knowledge node and knowledge node, institute are determined by the structural relation
It is true to state the sequencing that structural relation occurs by the structural information in the resource information
It is fixed.
17. device according to claim 15, wherein, knowledge mapping structure is single
Member includes：
3rd subordinate relation acquisition module, for determining knowledge section according to first subordinate relation
The 3rd subordinate relation between point and knowledge point.
18. device according to claim 15, wherein, knowledge mapping structure is single
Member also includes：
Subordinate relation modified module, for when deleting or increasing knowledge node, according to described the
Two subordinate relation and/or the 3rd subordinate relation, change subordinate relation and knowledge between knowledge node
Subordinate relation between node and knowledge point.
19. device according to claim 15, wherein, knowledge mapping structure is single
Member includes：
Knowledge mapping build module, for by second between knowledge node and knowledge node from
The 3rd subordinate relation between category relation and knowledge node and knowledge point, establish the corresponding resource
The knowledge mapping of information.
20. device according to claim 12, wherein, the pushed information determining unit
Including：
First pushed information determination subelement, for corresponding to the knowledge mapping in the keyword
On start node when, using the knowledge node of the knowledge mapping as pushed information, described
When keyword corresponds to the knowledge node of the knowledge mapping, by described in the knowledge node and correspondence
The knowledge point of knowledge node is corresponded on the knowledge mapping as pushed information in the keyword
Knowledge point when, using the knowledge point as pushed information.
21. device according to claim 20, wherein, the pushed information determining unit
Also include：
Second pushed information determination subelement, obtained for carrying out dimensional analysis to the keyword
The dimensional information of the keyword, according to the dimensional information and the keyword in the knowledge
Position on collection of illustrative plates determines the pushed information of the corresponding keyword, and the dimensional information includes closing
The quantity of knowledge point corresponding to keyword and the information content of knowledge point.
22. the device according to claim 20 or 21, wherein, the pushed information is true
Order member also includes：
3rd pushed information determination subelement, described in setting corresponds on the knowledge mapping
The mark point of keyword, using knowledge point corresponding to the mark point as pushed information.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050060305A1 (en) * | 2003-09-16 | 2005-03-17 | Pfizer Inc. | System and method for the computer-assisted identification of drugs and indications |
| CN102646111A (en) * | 2012-02-16 | 2012-08-22 | 中国测绘科学研究院 | Knowledge base-based fast construction method of common correlation information query tree |
| CN103605706A (en) * | 2013-11-11 | 2014-02-26 | 华中师范大学 | Knowledge map based resource retrieval method |
| CN104199875A (en) * | 2014-08-20 | 2014-12-10 | 百度在线网络技术（北京）有限公司 | Search recommending method and device |
| CN104866593A (en) * | 2015-05-29 | 2015-08-26 | 中国电子科技集团公司第二十八研究所 | Database searching method based on knowledge graph |
| CN105005442A (en) * | 2015-07-01 | 2015-10-28 | 马颐宁 | Network terminal based learning display device |
| CN105095195A (en) * | 2015-07-03 | 2015-11-25 | 北京京东尚科信息技术有限公司 | Method and system for human-machine questioning and answering based on knowledge graph |
-
2016
- 2016-06-28 CN CN201610489108.0A patent/CN107545000A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050060305A1 (en) * | 2003-09-16 | 2005-03-17 | Pfizer Inc. | System and method for the computer-assisted identification of drugs and indications |
| CN102646111A (en) * | 2012-02-16 | 2012-08-22 | 中国测绘科学研究院 | Knowledge base-based fast construction method of common correlation information query tree |
| CN103605706A (en) * | 2013-11-11 | 2014-02-26 | 华中师范大学 | Knowledge map based resource retrieval method |
| CN104199875A (en) * | 2014-08-20 | 2014-12-10 | 百度在线网络技术（北京）有限公司 | Search recommending method and device |
| CN104866593A (en) * | 2015-05-29 | 2015-08-26 | 中国电子科技集团公司第二十八研究所 | Database searching method based on knowledge graph |
| CN105005442A (en) * | 2015-07-01 | 2015-10-28 | 马颐宁 | Network terminal based learning display device |
| CN105095195A (en) * | 2015-07-03 | 2015-11-25 | 北京京东尚科信息技术有限公司 | Method and system for human-machine questioning and answering based on knowledge graph |
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