CN108897828A - A kind of knowledge system construction method and electronic equipment - Google Patents
A kind of knowledge system construction method and electronic equipment Download PDFInfo
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- CN108897828A CN108897828A CN201810649114.7A CN201810649114A CN108897828A CN 108897828 A CN108897828 A CN 108897828A CN 201810649114 A CN201810649114 A CN 201810649114A CN 108897828 A CN108897828 A CN 108897828A
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Abstract
The present invention relates to technical field of electronic equipment, discloses a kind of knowledge system construction method and electronic equipment, this method include：Induction-arrangement is carried out to collected mass knowledge point entity, to obtain several knowledge point classifications, and obtains the corresponding several knowledge point properties of each knowledge point classification；Using default study index as foundation, the classification that the mass knowledge point entity carries out the knowledge point property is divided under each knowledge point classification, so that each knowledge point property corresponds to several knowledge point entities；According to several knowledge point classifications, knowledge point property and default study index, knowledge system is established, to carry out knowledge search based on the knowledge system.Implement the embodiment of the present invention, personalized search can be provided for User group, meet User group to the particular demands of knowledge point, realizes the accuracy, professional and authoritative of search result.
Description
Technical field
The present invention relates to technical field of electronic equipment, and in particular to a kind of knowledge system construction method and electronic equipment.
Background technique
With the fast development of internet, when the problematic problem of people, more and more people's selection is obtained by internet
Answer is obtained, student is naturally no exception.Currently, many student's Selection utilization internet hunts content relevant to study, in reality
Middle discovery is trampled, different students is different to the degree of understanding of the same knowledge point, still, the knowledge search body that internet is built
In system, the focus for comparing core is that knowledge is comprehensive, wants to be given to answer the most comprehensive for a problem, still
For different students, emphasis of interest is accuracy and specific aim, and current internet knowledge search system fails
The different demands for meeting student group cause internet hunt to fail to function well as the mesh for helping student to solve the problems, such as problem
's.
Summary of the invention
The embodiment of the present invention discloses a kind of knowledge system construction method and electronic equipment, can realize for User group
Personalized search improves the accuracy and specific aim of search result.
First aspect of the embodiment of the present invention discloses a kind of knowledge system construction method, the method includes：
Induction-arrangement is carried out to collected mass knowledge point entity, to obtain several knowledge point classifications, and is obtained each
The corresponding several knowledge point properties of the knowledge point classification；
Using default study index as foundation, the mass knowledge point entity is subjected to institute under each knowledge point classification
The classification for stating knowledge point property divides, so that each knowledge point property corresponds to several knowledge point entities；
According to several knowledge point classifications, the knowledge point property and the default study index, knowledge system is established,
To carry out knowledge search based on the knowledge system.
As an alternative embodiment, in first aspect of the embodiment of the present invention, it is described that collected magnanimity is known
Know point entity and carry out induction-arrangement, to obtain several knowledge point classifications, and it is corresponding several to obtain each knowledge point classification
Knowledge point property, including：
Mass knowledge point entity is collected, the corresponding knowledge point classification of each described knowledge point entity is obtained and knowledge point belongs to
Property, and the knowledge point classification is associated with the knowledge point property；
It, will be with identical institute by carrying out induction-arrangement to all knowledge point classifications and all knowledge point properties
All knowledge point properties for stating knowledge point category associations merge, to obtain several knowledge point classifications and each knowledge
The corresponding several knowledge point properties of point classification.
As an alternative embodiment, in first aspect of the embodiment of the present invention, the default study index includes
Several default learning ability grades, the default learning ability grade are divided according at least to region factor and age factor,
And the default learning ability grade is positively correlated with the age factor, and arbitrarily default learning ability grade is all simultaneous downwards
Hold.
As an alternative embodiment, in first aspect of the embodiment of the present invention, it is described to be with default study index
Foundation divides the classification that the mass knowledge point entity carries out the knowledge point property under each knowledge point classification,
So that each knowledge point property corresponds to several knowledge point entities, including：
Described under each knowledge point classification by the knowledge point property according to the default study index including
Default learning ability grade carries out classification division, wherein the same knowledge point property is classified and is divided at least one institute
It states in default learning ability grade；
The knowledge point entity is returned according to the default learning ability grade under each knowledge point property
Class divides, so that each of different described default learning ability grade knowledge point property corresponds to several knowledge points realities
Body.
As an alternative embodiment, in first aspect of the embodiment of the present invention, it is described according to several knowledge
Point classification, the knowledge point property and the default study index, establish knowledge system, to be known based on the knowledge system
After knowing search, the method also includes：
When detecting the examination question to be searched of user's input, according to the current geographic position information of the user and when the year before last
Age information determines that the corresponding target of the user presets learning ability grade, and identifies that the corresponding target of the examination question to be searched is known
Know point classification and object knowledge point attribute；
The target in the knowledge system is preset and is obtained and the object knowledge point classification under learning ability grade
And the matched all knowledge point entities of object knowledge point attribute；
Search and the matched object knowledge point entity of examination question to be searched in all knowledge point entities, and by institute
State the target answer that object knowledge point entity is determined as the examination question to be searched.
Second aspect of the embodiment of the present invention discloses a kind of electronic equipment, including：
Unit is concluded, for carrying out induction-arrangement to collected mass knowledge point entity, to obtain several knowledge point classes
Not, and the corresponding several knowledge point properties of each knowledge point classification are obtained；
Sort out unit, for knowing the magnanimity under each knowledge point classification using default study index as foundation
The classification division that point entity carries out the knowledge point property is known, so that each knowledge point property corresponds to several knowledge points realities
Body；
Unit is established, is used for according to several knowledge point classifications, the knowledge point property and the default study index,
Knowledge system is established, to carry out knowledge search based on the knowledge system.
As an alternative embodiment, in second aspect of the embodiment of the present invention, the conclusion unit includes：
Subelement is obtained, for collecting mass knowledge point entity, obtains the corresponding knowledge of each described knowledge point entity
Point classification and knowledge point property, and the knowledge point classification is associated with the knowledge point property；
Subelement is concluded, for whole by conclude to all knowledge point classifications and all knowledge point properties
Reason, will merge with all knowledge point properties of the identical knowledge point category associations, to obtain several knowledge point classifications
And the corresponding several knowledge point properties of each knowledge point classification.
As an alternative embodiment, in second aspect of the embodiment of the present invention, the default study index includes
Several default learning ability grades, the default learning ability grade are divided according at least to region factor and age factor,
And the default learning ability grade is positively correlated with the age factor, and arbitrarily default learning ability grade is all simultaneous downwards
Hold.
As an alternative embodiment, in second aspect of the embodiment of the present invention, the classification unit includes：
First sorts out subelement, for presetting the knowledge point property according to described under each knowledge point classification
The default learning ability grade that study index includes carries out classification division, wherein the same knowledge point property is returned
Class is divided at least one described default learning ability grade；
Second sorts out subelement, for presetting the knowledge point entity according to described under each knowledge point property
Learning ability grade carries out classification division, so that each of different described default learning ability grade knowledge point property
Corresponding several knowledge point entities.
As an alternative embodiment, in second aspect of the embodiment of the present invention, the electronic equipment further includes：
Determination unit, in the unit of establishing according to several knowledge point classifications, the knowledge point property and institute
Default study index is stated, knowledge system is established, after carrying out knowledge search based on the knowledge system, and works as and detects use
When the examination question to be searched of family input, the user is determined according to the current geographic position information of the user and current age information
Corresponding target presets learning ability grade, and identifies the corresponding object knowledge point classification of the examination question to be searched and object knowledge
Point attribute；
Acquiring unit is preset for the target in the knowledge system and is obtained and the mesh under learning ability grade
Mark knowledge point classification and the matched all knowledge point entities of object knowledge point attribute；
Search unit, for the search in all knowledge point entities and the matched object knowledge of examination question to be searched
Point entity, and the object knowledge point entity is determined as to the target answer of the examination question to be searched.
The third aspect of the embodiment of the present invention discloses another electronic equipment, including：
It is stored with the memory of executable program code；
The processor coupled with the memory；
The processor calls the executable program code stored in the memory, executes any of first aspect
A kind of some or all of method step.
Fourth aspect of the embodiment of the present invention discloses a kind of computer readable storage medium, the computer readable storage medium
Store program code, wherein said program code includes the part or complete for executing any one method of first aspect
The instruction of portion's step.
The 5th aspect of the embodiment of the present invention discloses a kind of computer program product, when the computer program product is calculating
When being run on machine, so that the computer executes some or all of any one method of first aspect step.
The aspect of the embodiment of the present invention the 6th disclose a kind of using distribution platform, and the application distribution platform is for publication calculating
Machine program product, wherein when the computer program product is run on computers, so that the computer executes first party
Some or all of any one method in face step.
Compared with prior art, the embodiment of the present invention has the advantages that：
In the embodiment of the present invention, the mass knowledge point entity that electronic equipment induction-arrangement is collected into obtains knowledge point classification
And knowledge point property, and the classification according to default study index under the classification of knowledge point to knowledge point entity progress knowledge point property
It divides, so that the knowledge point property under each knowledge point classification corresponds to several knowledge point entities, and then according to several knowledge
Point classification, knowledge point property and default study Index Establishment knowledge system, so that the user of electronic equipment can be with knowledge based system
System scans for.As it can be seen that implementing the embodiment of the present invention, building can know on the basis of mass data and default study index
Knowledge system is scanned for based on the knowledge system, can be provided personalized search for User group, be met User group
To the particular demands of knowledge point, the accuracy, professional and authoritative of search result is realized.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to needed in the embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of flow diagram of knowledge system construction method disclosed by the embodiments of the present invention；
Fig. 2 is the flow diagram of another knowledge system construction method disclosed by the embodiments of the present invention；
Fig. 3 is the flow diagram of another knowledge system construction method disclosed by the embodiments of the present invention；
Fig. 4 is the structural schematic diagram of a kind of electronic equipment disclosed by the embodiments of the present invention；
Fig. 5 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention；
Fig. 6 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention；
Fig. 7 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that the described embodiment is only a part of the embodiment of the present invention, instead of all the embodiments.Based on this
Embodiment in invention, every other reality obtained by those of ordinary skill in the art without making creative efforts
Example is applied, shall fall within the protection scope of the present invention.
It should be noted that term " includes " and " having " and their any changes in the embodiment of the present invention and attached drawing
Shape, it is intended that cover and non-exclusive include.Such as contain the process, method of a series of steps or units, system, product or
Equipment is not limited to listed step or unit, but optionally further comprising the step of not listing or unit or optional
Ground further includes the other step or units intrinsic for these process, methods, product or equipment.
The embodiment of the present invention discloses a kind of knowledge system construction method and electronic equipment, can by constructing knowledge system,
Improve the accuracy of search result.It is described in detail separately below.
Embodiment one
Referring to Fig. 1, Fig. 1 is a kind of flow diagram of knowledge system construction method disclosed by the embodiments of the present invention.Such as
Shown in Fig. 1, which be may comprise steps of：
101, electronic equipment carries out induction-arrangement to collected mass knowledge point entity, to obtain several knowledge point classes
Not, and the corresponding several knowledge point properties of each knowledge point classification are obtained.
In the embodiment of the present invention, electronic equipment can be server, computer etc., in this regard, the embodiment of the present invention does not limit
It is fixed.Each knowledge point entity can correspond to a knowledge point classification and a knowledge point property, and the knowledge point classification can be with
Include the knowledge point property.The embodiment of the present invention is real to the quantity of knowledge point classification, the quantity of knowledge point property and knowledge point
The quantity of body is not construed as limiting；One knowledge point classification may include several knowledge point properties, and knowledge point property can be with
Include several knowledge point entities.
For example, knowledge point classification be can be the classifications such as Chinese language, mathematics, English, physics；When knowledge point classification is language
Wen Shi, the corresponding knowledge point property of Chinese language can be phonetic, Chinese character, word, sentence pattern, composition, ancient poetry etc.；When knowledge point property is
When phonetic, the corresponding knowledge point entity of phonetic can be b, p, m, f, zhi, si etc.；By knowledge point classification, knowledge point property with
And this induction-arrangement mode of knowledge point entity can be accurate and coherent by mass knowledge point entity progress induction-arrangement.
In the embodiment of the present invention, mass knowledge point entity, which can be electronic equipment, searches for from internet and to obtain, can also
Being obtained from third party's CAI software, it can also be all electronic equipments saved with the matched server of electronic equipment
User search knowledge point entity, in this regard, the embodiment of the present invention is without limitation.
102, electronic equipment is using default study index as foundation, under each knowledge point classification by mass knowledge point entity into
The classification of row knowledge point property divides, so that each knowledge point property corresponds to several knowledge point entities.
In the embodiment of the present invention, presetting study index can be the syllabus comprising all grades, all subjects, can also
Think the syllabus comprising specified grade, notified discipline；And the applicable place of the syllabus both may be limited to the whole world
Anywhere, applicable place can not also be defined, in this regard, the embodiment of the present invention is without limitation.
As an alternative embodiment, following steps can also be performed in electronic equipment before executing step 102：
Electronic equipment collects the study index of all regions, and will learn the identical area of index and merge, to obtain
Several study indexs；
Electronic equipment obtains the essential information of active user, and is determined currently according to the geographical location for including in essential information
Objective area where user；
Electronic equipment will be determined as default study index with the matched study index in objective area in all study indexs.
Wherein, implement this embodiment, several available study indexs relevant to geographical location, and can be with
According to the determination of the current geographic position of active user and the matched default study index of active user, to ensure that electronic equipment
The default study index used is matched with the learning demand of active user.
103, electronic equipment establishes knowledge system according to several knowledge point classifications, knowledge point property and default study index,
Knowledge search is carried out with knowledge-based systems.
In the embodiment of the present invention, knowledge system be can store in the memory of electronic equipment, also can store with electronics
Equipment pre-establishes in the server of connection, in this regard, the embodiment of the present invention is without limitation.
As an alternative embodiment, following steps can also be performed after executing step 103 in electronic equipment：
Whether electronic equipment updates every the version that preset duration detects default study index；
If so, electronic equipment obtains the default study index of new version, and analyze the default study index of new version with
The difference of the default study index of current version obtains the default study index and default of current version of new version to arrange
Practise the difference content of index；And knowledge system is updated according to difference content.
Wherein, implement this embodiment, can periodically detect the content that default study index increases, deletes or changes,
Knowledge system is updated in time, to ensure that the accuracy of the knowledge system based on default study Index Establishment.
In the method depicted in fig. 1, knowledge system can be constructed on the basis of mass data and default study index
System, electronic equipment can be scanned for based on the knowledge system, can be provided personalized search for User group, be met and learn
Raw user group realizes the accuracy, professional and authoritative of search result to the particular demands of knowledge point.It can also be to receipts
The knowledge point entity for collecting magnanimity carries out induction-arrangement, so that the knowledge point classification and knowledge point property that obtain are all very comprehensively.This
Outside, knowledge system can be constructed simultaneously according to several knowledge point classifications, knowledge point property and default study index etc. are many-sided, with
Make the knowledge system of building more comprehensively, orderliness is more clear.
Embodiment two
Referring to Fig. 2, Fig. 2 is the flow diagram of another knowledge system construction method disclosed by the embodiments of the present invention.
As shown in Fig. 2, the knowledge system construction method may comprise steps of：
201, electronic equipment collect mass knowledge point entity, obtain the corresponding knowledge point classification of each knowledge point entity and
Knowledge point property, and knowledge point classification is associated with knowledge point property.
202, electronic equipment is by carrying out induction-arrangement to all knowledge point classifications and all knowledge point properties, will with it is identical
Knowledge point category associations all knowledge point properties merge, to obtain several knowledge point classifications and each knowledge point classification pair
Several knowledge point properties answered.
For example, the knowledge point entity of electronic equipment collection may include《The night of flowers and moonlight by the spring river》With《A person of exemplary virtue out》；Electronics
Equipment is available to be arrived《The night of flowers and moonlight by the spring river》Knowledge point classification be Chinese language, knowledge point property is ancient poetry, and《A person of exemplary virtue out》's
Knowledge point classification is Chinese language, knowledge point property is ancient Chinese prose；Chinese language can be associated with ancient poetry and by Chinese language and ancient by electronic equipment
Text association, it is seen then that《The night of flowers and moonlight by the spring river》With《A person of exemplary virtue out》Knowledge point classification be all Chinese language, therefore, electronic equipment can will《Spring
Spend the moonlit night in river》Knowledge point property (ancient poetry) with《A person of exemplary virtue out》Knowledge point property (ancient Chinese prose) merge so that Chinese language and ancient poetry, Gu
Text is corresponding simultaneously.By above-mentioned induction-arrangement mode, the corresponding relationship of knowledge point classification and knowledge point property can simplify, so that
The corresponding relationship of knowledge point classification and knowledge point property more simple and clear.
In the embodiment of the present invention, implement above-mentioned step 201~step 202, each available knowledge point entity pair
The knowledge point classification and knowledge point property answered, then by identical knowledge point categories combination, thus the knowledge for obtaining electronic equipment
Point classification is more comprehensive.
203, electronic equipment is using default study index as foundation, under each knowledge point classification by mass knowledge point entity into
The classification of row knowledge point property divides, so that each knowledge point property corresponds to several knowledge point entities.
In the embodiment of the present invention, presetting study index includes several default learning ability grades, presets learning ability grade
It is divided according at least to region factor and age factor, and default learning ability grade is positively correlated with age factor, and is appointed
Default learning ability grade of anticipating is all backward compatible.Electronic equipment can mark off a variety of default according to all ages and classes and different geographical
Learning ability grade, the content that age bigger default learning ability grade includes is more, therefore, can be by default learning ability
Grade classification it is more accurate, it can also be ensured that the content for including in default learning ability grade is more comprehensive.
In the embodiment of the present invention, default study index can be according to being set as different versions, learning ability from different places
Grade can be divided according to grade, and each grade can correspond to a default learning ability grade.Electronic equipment can be with
The current age of user is obtained, and the current grade of user can be calculated according to current age, and can be according to when the year before last
Grade matches default learning ability grade.The current age of user is bigger, and the corresponding current grade of user is higher；User's is current
Grade is higher, and the corresponding default learning ability higher grade of user.Because the student of senior class will appreciate that knowing for primary grades
Know, so the corresponding default learning ability grade of senior class can be compatible with the corresponding default learning ability grade of primary grades, it is such as small
Learning five grades corresponding default learning ability grades, to be compatible with first grade of primary school corresponding all default to primary school 4 years
Learning ability grade, it is believed that the student of electronic equipment default primary school five grades will appreciate that first grade of primary school to primary school 4 years
All knowledge points of grade.
204, electronic equipment establishes knowledge system according to several knowledge point classifications, knowledge point property and default study index,
Knowledge search is carried out with knowledge-based systems.
In the method depicted in fig. 2, knowledge system can be constructed on the basis of mass data and default study index
System, electronic equipment can be scanned for based on the knowledge system, can be provided personalized search for User group, be met and learn
Raw user group realizes the accuracy, professional and authoritative of search result to the particular demands of knowledge point.It can also pass through
It will merge with all knowledge point properties of identical knowledge point category associations, releasing memory, it is empty with the storage for saving electronic equipment
Between.In addition, on the basis of any default learning ability grade is all backward compatible primary grades can be searched for avoid higher grade pupil
When knowledge point search less than the case where, to improve the accuracy of search.
Embodiment three
Referring to Fig. 3, Fig. 3 is the flow diagram of another knowledge system construction method disclosed by the embodiments of the present invention.
As shown in figure 3, the knowledge system construction method may comprise steps of：
301, electronic equipment collect mass knowledge point entity, obtain the corresponding knowledge point classification of each knowledge point entity and
Knowledge point property, and knowledge point classification is associated with knowledge point property.
302, electronic equipment is by carrying out induction-arrangement to all knowledge point classifications and all knowledge point properties, will with it is identical
Knowledge point category associations all knowledge point properties merge, to obtain several knowledge point classifications and each knowledge point classification pair
Several knowledge point properties answered.
303, electronic equipment presets knowledge point property according to what default study index included under each knowledge point classification
Learning ability grade carries out classification division, wherein the same knowledge point property, which is classified, is divided at least one default study energy
In power grade.
It include several knowledge point properties under each knowledge point classification, these knowledge point properties can in the embodiment of the present invention
To be divided according to default learning ability grade.
304, electronic equipment returns knowledge point entity according to default learning ability grade under each knowledge point property
Class divides, so that each knowledge point property in different default learning ability grades corresponds to several knowledge point entities.
For example, knowledge point classification can be mathematics, the corresponding knowledge point property of mathematics can for add, subtract, multiplication and division,
Geometry and function etc., mathematics can be divided into first grade of primary school to six grades six, primary school according to default learning ability grade
Grade, adduction, which subtracts attribute, can be divided in the corresponding grade of first grade of primary school, multiply and except attribute can be divided to primary school
In the corresponding grade of second grade, geometric attribute can be divided in the corresponding grade of primary school's Third school grade, and function property can be by
It is divided in the corresponding grade of primary school's senior class；In addition, some knowledge point entity may belong to primary school four in geometric attribute
The corresponding grade of grade, therefore geometric attribute can be divided to the corresponding grade of primary school's Third school grade and primary school's senior class pair simultaneously
In the grade answered.
In the embodiment of the present invention, implement above-mentioned step 303~step 304, it can be by each knowledge point classification according to pre-
If study index is divided into multiple default learning ability grades, each default learning ability grade may include multiple knowledge points and belong to
Property, each knowledge point property may include multiple knowledge point entities, to keep the division of knowledge based point classification more orderly
Property.
305, electronic equipment establishes knowledge system according to several knowledge point classifications, knowledge point property and default study index,
Knowledge search is carried out with knowledge-based systems.
306, when detecting the examination question to be searched of user's input, electronic equipment is according to the current geographic position information of user
And current age information determines that the corresponding target of user presets learning ability grade, and identifies that the corresponding target of examination question to be searched is known
Know point classification and object knowledge point attribute.
In the embodiment of the present invention, electronic equipment can determine default study index according to the current geographic position information of user
Target version, electronic equipment can also determine the grade that user is presently according to the age of user, and determining and target version
In this corresponding default study index with this grade matched default learning ability grade.Electronic equipment can pass through artificial intelligence
Identify the knowledge point classification for including in examination question to be searched and knowledge point property, which, which can be, is built in electronic equipment
In, it is also possible to using the service of third party's artificial intelligence, in this regard, the embodiment of the present invention is without limitation.
307, target of the electronic equipment in knowledge system is preset and is obtained and object knowledge point classification under learning ability grade
And the matched all knowledge point entities of object knowledge point attribute.
308, electronic equipment searched in all knowledge point entities with the matched object knowledge point entity of examination question to be searched, and
Object knowledge point entity is determined as to the target answer of examination question to be searched.
In the embodiment of the present invention, implement above-mentioned step 306~step 308, electronic equipment can use knowing of building
Knowledge system carries out searching topic, by reducing search range, improves the speed and accuracy for searching topic.
As an alternative embodiment, following steps can also be performed after executing step 308 in electronic equipment：
Target answer and the extension content with target answer matches are searched for and exported to electronic equipment, and the extension content is extremely
It less include for the parsing of target answer and interest and appeal memory content；
Electronic equipment in knowledge system will extension content and target answer associated storage, and generate for target answer with
The plan of review and period for extending content are pushed to user.
Wherein, implement this embodiment, it can be more defeated to user on the basis of exporting target answer to user
Parsing relevant to target answer and interest and appeal remember content out, so that user is more deep to the understanding of target answer, into one
Step keeps user more deep to the memory of target answer.
In the method depicted in fig. 3, knowledge system can be constructed on the basis of mass data and default study index
System, electronic equipment can be scanned for based on the knowledge system, can be provided personalized search for User group, be met and learn
Raw user group realizes the accuracy, professional and authoritative of search result to the particular demands of knowledge point.It can also will be same
One knowledge point property classification is divided at least one default learning ability grade, so that different in the same knowledge point property
Knowledge point entity is divided in different default learning ability grades according to the classification of the actual learning ability of user, improves knowledge
Point attribute and knowledge point entity sort out the accuracy divided.Furthermore, it is possible to true according to the age of user and geographical location information
The fixed and matched default learning ability grade of user, and then determine with user's input under default learning ability grade wait search
The matched all knowledge point entities of Suo Wenti, so that the answer that electronic equipment searches more is matched with the study of user.
Example IV
Referring to Fig. 4, Fig. 4 is the structural schematic diagram of a kind of electronic equipment disclosed by the embodiments of the present invention.As shown in figure 4,
The electronic equipment may include：
Unit 401 is concluded, for carrying out induction-arrangement to collected mass knowledge point entity, to obtain several knowledge points
Classification, and obtain the corresponding several knowledge point properties of each knowledge point classification.
Sort out unit 402, for preset study index as foundation, in each knowledge point class that conclusion unit 401 is concluded
The not lower classification that mass knowledge point entity is carried out knowledge point property divides, so that each knowledge point property corresponds to several knowledge
Point entity.
In the embodiment of the present invention, presetting study index includes several default learning ability grades, presets learning ability grade
It is divided according at least to region factor and age factor, and default learning ability grade is positively correlated with age factor, and is appointed
Default learning ability grade of anticipating is all backward compatible；A variety of default learning abilities can be marked off according to all ages and classes and different geographical
Grade, the content that age bigger default learning ability grade includes is more, therefore, can be by default learning ability grade classification
It is more accurate, it can also be ensured that the content for including in default learning ability grade is more comprehensive.
It can be with as an alternative embodiment, sorting out unit 402：
The study index of all regions is collected, and the identical area of index will be learnt and merged, to obtain several
Practise index；
The essential information of active user is obtained, and active user place is determined according to the geographical location for including in essential information
Objective area；
It will be determined as default study index in all study indexs with the matched study index in objective area.
Wherein, implement this embodiment, several available study indexs relevant to geographical location, and can be with
According to the determination of the current geographic position of active user and the matched default study index of active user, to ensure that default study
Index is matched with the learning demand of active user.
Unit 403 is established, several knowledge point classifications, knowledge point property and the classification for concluding according to unit 401 is concluded
The default study index of unit 402, establishes knowledge system, carries out knowledge search with knowledge-based systems.
It can be with as an alternative embodiment, establishing unit 403：
Whether updated every the version that preset duration detects default study index；
If so, obtaining the default study index of new version, and analyze the default study index and current version of new version
Default study index difference, obtain the default study index of new version and the default study index of current version to arrange
Difference content；And knowledge system is updated according to difference content.
Wherein, implement this embodiment, can periodically detect the content that default study index increases, deletes or changes,
Knowledge system is updated in time, to ensure that the accuracy of the knowledge system based on default study Index Establishment.
As it can be seen that implement electronic equipment described in Fig. 4, can on the basis of mass data and default study index structure
Knowledge system is built, electronic equipment can be scanned for based on the knowledge system, can be provided personalization for User group and be searched
Rope meets User group to the particular demands of knowledge point, realizes the accuracy, professional and authoritative of search result.
Induction-arrangement can also be carried out to the knowledge point entity for collecting magnanimity, so that the knowledge point classification and knowledge point property all ten that obtain
Divide comprehensive.Furthermore, it is possible to be known according to many-sided buildings simultaneously such as several knowledge point classifications, knowledge point property and default study indexs
Knowledge system, so that the knowledge system of building is more comprehensive, orderliness is more clear.
Embodiment five
Referring to Fig. 5, Fig. 5 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention.Wherein, Fig. 5
Shown in electronic equipment be that electronic equipment as shown in Figure 4 optimizes.Compared with electronic equipment shown in Fig. 4, Fig. 5
Shown in the conclusion unit 401 of electronic equipment may include：
It obtains subelement 4011 and obtains each corresponding knowledge of knowledge point entity for collecting mass knowledge point entity
Point classification and knowledge point property, and knowledge point classification is associated with knowledge point property.
Subelement 4012 is concluded, for by all knowledge point classifications and all knowledge for obtaining the acquisition of subelement 4011
Point attribute carries out induction-arrangement, will merge with all knowledge point properties of identical knowledge point category associations, several is known with obtaining
Know point classification and the corresponding several knowledge point properties of each knowledge point classification.
In the embodiment of the present invention, the corresponding knowledge point classification of available each knowledge point entity and knowledge point property,
Again by identical knowledge point categories combination, so that the knowledge point classification for obtaining electronic equipment is more comprehensive.
As an alternative embodiment, the classification unit 402 of electronic equipment may include：
First sorts out subelement 4021, for knowledge point property to be learnt index according to default under each knowledge point classification
The default learning ability grade for including carries out classification division, wherein the same knowledge point property is classified and is divided at least one
In default learning ability grade.
Second sorts out subelement 4022, sorts out under each knowledge point property divided for sorting out subelement 4021 first
Knowledge point entity is subjected to classification division according to default learning ability grade, so that every in different default learning ability grades
A knowledge point property corresponds to several knowledge point entities.
Wherein, implement this embodiment, each knowledge point classification can be divided into according to default study index multiple
Default learning ability grade, each default learning ability grade may include multiple knowledge point properties, and each knowledge point property can
With comprising multiple knowledge point entities, to make the division more orderly property of knowledge based point classification.
As it can be seen that implement electronic equipment described in Fig. 5, can on the basis of mass data and default study index structure
Knowledge system is built, electronic equipment can be scanned for based on the knowledge system, can be provided personalization for User group and be searched
Rope meets User group to the particular demands of knowledge point, realizes the accuracy, professional and authoritative of search result.
Can also be by will merge with all knowledge point properties of identical knowledge point category associations, releasing memory is set with saving electronics
Standby memory space.In addition, on the basis of any default learning ability grade is all backward compatible, it can be to avoid higher grade pupil
Search for primary grades knowledge point when search less than the case where, to improve the accuracy of search.
Embodiment six
Referring to Fig. 6, Fig. 6 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention.Wherein, Fig. 6
Shown in electronic equipment be that electronic equipment as shown in Figure 5 optimizes.Compared with electronic equipment shown in fig. 5, Fig. 6
Shown in electronic equipment can also include：
Determination unit 404, for establishing unit 403 according to several knowledge point classifications, knowledge point property and default study
Index establishes knowledge system, after carrying out knowledge search with knowledge-based systems, and works as and detects the to be searched of user's input
When examination question, determine that the corresponding target of user presets learning ability according to the current geographic position information of user and current age information
Grade, and identify the corresponding object knowledge point classification of examination question to be searched and object knowledge point attribute.
Acquiring unit 405, for being preset under learning ability grade in the target in the knowledge system that determination unit 404 determines
Obtain the object knowledge point classification and the matched all knowledge point entities of object knowledge point attribute identified with determination unit 404.
Search unit 406, for the search in all knowledge point entities that acquiring unit 405 obtains and determination unit 404
The matched object knowledge point entity of examination question to be searched of detection, and object knowledge point entity is determined as to the target of examination question to be searched
Answer.
In the embodiment of the present invention, it can use the knowledge system built and carry out searching topic, by reducing search range, improve
Search the speed and accuracy of topic.
As an alternative embodiment, search unit 406 can be with：
Target answer and the extension content with target answer matches are searched for and export, which includes at least needle
Content is remembered in parsing and interest and appeal to target answer；
Content and target answer associated storage will be extended in knowledge system, and be generated for target answer and extended content
Plan of review and the period be pushed to user.
Wherein, implement this embodiment, it can be more defeated to user on the basis of exporting target answer to user
Parsing relevant to target answer and interest and appeal remember content out, so that user is more deep to the understanding of target answer, into one
Step keeps user more deep to the memory of target answer.
As it can be seen that implement electronic equipment described in Fig. 6, can on the basis of mass data and default study index structure
Knowledge system is built, electronic equipment can be scanned for based on the knowledge system, can be provided personalization for User group and be searched
Rope meets User group to the particular demands of knowledge point, realizes the accuracy, professional and authoritative of search result.
The same knowledge point property can also be sorted out and be divided at least one default learning ability grade, so that the same knowledge point
Different knowledge point entities are divided in different default learning ability grades according to the classification of the actual learning ability of user in attribute,
It improves knowledge point property and knowledge point entity sorts out the accuracy divided.Furthermore, it is possible to according to the age of user and geography
Location information is determining with the matched default learning ability grade of user, and then determines under default learning ability grade and user
The matched all knowledge point entities of problem to be searched of input, so that the study of answer and user that electronic equipment searches is more
Matching.
Embodiment seven
Referring to Fig. 7, Fig. 7 is the structural schematic diagram of another electronic equipment disclosed by the embodiments of the present invention.Such as Fig. 7 institute
Show, which may include：
It is stored with the memory 701 of executable program code；
The processor 702 coupled with memory 701；
Wherein, processor 702 calls the executable program code stored in memory 701, executes the above each method and implements
Some or all of method in example step.
A kind of computer readable storage medium is also disclosed in the embodiment of the present invention, wherein computer-readable recording medium storage
Program code, wherein program code includes for executing some or all of the method in above each method embodiment step
Instruction.
A kind of computer program product is also disclosed in the embodiment of the present invention, wherein when computer program product on computers
When operation, so that computer executes some or all of the method in such as above each method embodiment step.
The embodiment of the present invention is also disclosed a kind of using distribution platform, wherein using distribution platform for issuing computer journey
Sequence product, wherein when computer program product is run on computers, so that computer executes such as the above each method embodiment
In some or all of method step.
It should be understood that embodiment described in this description belongs to alternative embodiment, related actions and modules is not
It must be necessary to the present invention.Those skilled in the art should also know that magnitude of the sequence numbers of the above procedures are not intended to
Execution sequence it is inevitable successively, the execution sequence of each process should be determined by its function and internal logic, without coping with the present invention
The implementation process of embodiment constitutes any restriction.
In addition, the terms " system " and " network " are often used interchangeably herein.It should be understood that the terms
"and/or", only a kind of incidence relation for describing affiliated partner, indicates may exist three kinds of relationships, such as A and/or B, can
To indicate：Individualism A exists simultaneously A and B, these three situations of individualism B.In addition, character "/" herein, typicallys represent
Forward-backward correlation object is a kind of relationship of "or".
In embodiment provided by the present invention, it should be appreciated that " B corresponding with A " indicates that B is associated with A, can be with according to A
Determine B.It is also to be understood that determine that B is not meant to determine B only according to A according to A, it can also be according to A and/or other information
Determine B.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer readable storage medium, storage
Medium include read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory,
RAM), programmable read only memory (Programmable Read-only Memory, PROM), erasable programmable is read-only deposits
Reservoir (Erasable Programmable Read Only Memory, EPROM), disposable programmable read-only memory (One-
Time Programmable Read-Only Memory, OTPROM), the electronics formula of erasing can make carbon copies read-only memory
(Electrically-Erasable Programmable Read-Only Memory, EEPROM), CD-ROM (Compact
Disc Read-Only Memory, CD-ROM) or other disc memories, magnetic disk storage, magnetic tape storage or can
For carrying or any other computer-readable medium of storing data.
Above-mentioned unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, can be in one place, or may be distributed over multiple nets
On network unit.Some or all of units can be selected to achieve the purpose of the solution of this embodiment according to the actual needs.
In addition, each functional unit in various embodiments of the present invention can integrate in one processing unit, it is also possible to
Each unit physically exists alone, and can also be integrated in one unit with two or more units.Above-mentioned integrated unit
Both it can take the form of hardware realization, can also realize in the form of software functional units.
If above-mentioned integrated unit is realized in the form of SFU software functional unit and when sold or used as an independent product,
It can store in a retrievable memory of computer.Based on this understanding, technical solution of the present invention substantially or
Person says all or part of of the part that contributes to existing technology or the technical solution, can be in the form of software products
It embodies, which is stored in a memory, including several requests are with so that a computer is set
Standby (can be personal computer, server or network equipment etc., specifically can be the processor in computer equipment) executes
Some or all of each embodiment above method of the invention step.
A kind of knowledge system construction method disclosed by the embodiments of the present invention and electronic equipment are described in detail above,
Used herein a specific example illustrates the principle and implementation of the invention, and the explanation of above embodiments is only used
In facilitating the understanding of the method and its core concept of the invention；At the same time, for those skilled in the art, according to the present invention
Thought, there will be changes in the specific implementation manner and application range, in conclusion the content of the present specification should not be construed as
Limitation of the present invention.
Claims (10)
1. a kind of knowledge system construction method, which is characterized in that the method includes：
Induction-arrangement is carried out to collected mass knowledge point entity, to obtain several knowledge point classifications, and is obtained each described
The corresponding several knowledge point properties of knowledge point classification；
Using default study index as foundation, will know described in mass knowledge point entity progress under each knowledge point classification
The classification for knowing point attribute divides, so that each knowledge point property corresponds to several knowledge point entities；
According to several knowledge point classifications, the knowledge point property and the default study index, knowledge system is established, with base
Knowledge search is carried out in the knowledge system.
2. the method according to claim 1, wherein described conclude collected mass knowledge point entity
It arranges, to obtain several knowledge point classifications, and obtains the corresponding several knowledge point properties of each knowledge point classification, including：
Mass knowledge point entity is collected, the corresponding knowledge point classification of each described knowledge point entity and knowledge point property are obtained,
And the knowledge point classification is associated with the knowledge point property；
By carrying out induction-arrangement to all knowledge point classifications and all knowledge point properties, described will know with identical
All knowledge point properties for knowing point category associations merge, to obtain several knowledge point classifications and each knowledge point class
Not corresponding several knowledge point properties.
3. method according to claim 1 or 2, which is characterized in that the default study index includes several default study
Ability rating, the default learning ability grade is divided according at least to region factor and age factor, and default
It practises ability rating to be positively correlated with the age factor, and arbitrarily default learning ability grade is all backward compatible.
4. according to the method described in claim 3, it is characterized in that, described to preset study index as foundation, each described
The classification that the mass knowledge point entity carries out the knowledge point property is divided under the classification of knowledge point, so that knowing described in each
Know point attribute and corresponds to several knowledge point entities, including：
Under each knowledge point classification by the knowledge point property according to the default study index include it is described default
Learning ability grade carries out classification division, wherein the same knowledge point property is classified that be divided at least one described pre-
If in learning ability grade；
The knowledge point entity sort out according to the default learning ability grade under each knowledge point property and is drawn
Point, so that each of different described default learning ability grade knowledge point property corresponds to several knowledge point entities.
5. the method according to claim 3 or 4, which is characterized in that it is described according to several knowledge point classifications, described know
Know point attribute and the default study index, establishes knowledge system, after carrying out knowledge search based on the knowledge system, institute
The method of stating further includes：
When detecting the examination question to be searched of user's input, believed according to the current geographic position information of the user and current age
Breath determines that the corresponding target of the user presets learning ability grade, and identifies the corresponding object knowledge point of the examination question to be searched
Classification and object knowledge point attribute；
The target in the knowledge system is preset and is obtained and the object knowledge point classification and institute under learning ability grade
State the matched all knowledge point entities of object knowledge point attribute；
Search and the matched object knowledge point entity of examination question to be searched in all knowledge point entities, and by the mesh
Mark knowledge point entity is determined as the target answer of the examination question to be searched.
6. a kind of electronic equipment, which is characterized in that including：
Unit is concluded, for carrying out induction-arrangement to collected mass knowledge point entity, to obtain several knowledge point classifications, and
Obtain the corresponding several knowledge point properties of each knowledge point classification；
Sort out unit, for preset study index as foundation, by the mass knowledge point under each knowledge point classification
The classification that entity carries out the knowledge point property divides, so that each knowledge point property corresponds to several knowledge point entities；
Unit is established, for establishing according to several knowledge point classifications, the knowledge point property and the default study index
Knowledge system, to carry out knowledge search based on the knowledge system.
7. electronic equipment according to claim 6, which is characterized in that the conclusion unit includes：
Subelement is obtained, for collecting mass knowledge point entity, obtains the corresponding knowledge point class of each described knowledge point entity
Other and knowledge point property, and the knowledge point classification is associated with the knowledge point property；
Subelement is concluded, is used for by carrying out induction-arrangement to all knowledge point classifications and all knowledge point properties,
To merge with all knowledge point properties of the identical knowledge point category associations, with obtain several knowledge point classifications and
The corresponding several knowledge point properties of each knowledge point classification.
8. electronic equipment according to claim 6 or 7, which is characterized in that the default study index includes several default
Learning ability grade, the default learning ability grade are divided according at least to region factor and age factor, and described pre-
If learning ability grade is positively correlated with the age factor, and arbitrarily default learning ability grade is all backward compatible.
9. electronic equipment according to claim 8, which is characterized in that the classification unit includes：
First sorts out subelement, is used for the knowledge point property under each knowledge point classification according to the default study
The default learning ability grade that index includes carries out classification division, wherein the same knowledge point property, which is classified, to be drawn
Divide into default learning ability grade described at least one；
Second sorts out subelement, is used for the knowledge point entity under each knowledge point property according to the default study
Ability rating carries out classification division, so that each of different described default learning ability grade knowledge point property is corresponding
Several knowledge point entities.
10. electronic equipment according to claim 8 or claim 9, which is characterized in that the electronic equipment further includes：
Determination unit, in the unit of establishing according to several knowledge point classifications, the knowledge point property and described pre-
If learning index, knowledge system is established, after carrying out knowledge search based on the knowledge system, and works as and detects that user is defeated
When the examination question to be searched entered, determine that the user is corresponding according to the current geographic position information of the user and current age information
Target preset learning ability grade, and identify the corresponding object knowledge point classification of the examination question to be searched and object knowledge point category
Property；
Acquiring unit is preset to obtain under learning ability grade for the target in the knowledge system and be known with the target
Know point classification and the matched all knowledge point entities of object knowledge point attribute；
Search unit, it is real for the search in all knowledge point entities and the matched object knowledge point of examination question to be searched
Body, and the object knowledge point entity is determined as to the target answer of the examination question to be searched.
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| CN113254629A (en) * | 2021-06-07 | 2021-08-13 | 重庆第二师范学院 | Learning content recommendation method and system based on artificial intelligence |
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