CN108710695A

CN108710695A - Mind map generation method based on e-book and electronic equipment

Info

Publication number: CN108710695A
Application number: CN201810500430.8A
Authority: CN
Inventors: 陈新港
Original assignee: Zhangyue Technology Co Ltd
Current assignee: Ireader Technology Co Ltd; Zhangyue Technology Co Ltd
Priority date: 2018-05-23
Filing date: 2018-05-23
Publication date: 2018-10-26
Anticipated expiration: 2038-05-23
Also published as: CN108710695B

Abstract

The invention discloses based on e-book mind map generation method and electronic equipment, this method include：Determination is corresponding with e-book to lead figure outline information；Wherein, it includes multiple outline nodes to lead figure outline information；For each user's mark information for including in the e-book extracted, outline node corresponding with user's mark information is determined；Each user's mark information is added separately in the node content of corresponding outline node, to generate the mind map of e-book.According to this method, potential relationship organic excavation can be carried out between the user's marks information such as idea, book review, scribing line content that reader in book delivers, to be integrally formed reflection user to the general view of books overall cognitive, the mind map of frame.And the mind map can be showed or be shared in the form of picture or small routine, wherein the editting function that the latter's form can also support the expansion of content, pack up, plays and lead figure organizational structure provides and diversified leads figure interactive mode.

Description

Mind map generation method based on e-book and electronic equipment

Technical field

The present invention relates to computer realms, and in particular to a kind of mind map generation method and electronics based on e-book are set It is standby.

Background technology

User when reading electronic book, can based on the content of reading generate read thoughts, these thoughts with it is corresponding Reading content combines, and forms a set of structure of knowledge data.Since the structured data is generated based on user itself experiment and feeling , therefore personalization level is higher, has larger data value in terms of self retaining reading and sharing with good friend.

Arranging the mode for reading thoughts at present has a different form, and a kind of form is that word arranges, and user uses writing record The reading thoughts of whole books, this mode have problems in that information extraction cost is higher, it is difficult in the text of big length In accurately extraction to put information, self-reading demand with to share in good friend's demand be all a kind of lossing for data value.It is another Kind form is video record, and user, which gives an oral account, reads thoughts and recorded video, and this mode has problems in that information is fabricated to This is higher, and general public's account is using more, but ordinary user uses and unrealistic.In addition there is also similar for audio recording form The problem of visual form.

Based on the comparison of the former form, the prior art is still inclined to the form using writing record, but is carried to solve information Problem of high cost, the prior art is taken to be made that following improvement：All annotations of user in e-books are extracted, are based on The position for annotating the time formed or annotating in books is ranked up, and is formed and is exported displaying annotation list.This mode The thoughts data of output are linear, in terms of content and do not set up association between annotation, and user is to different content in books Understand to be often comprehensive, with cognitive structure, this result in annotation tabular form can not systematization, structuring displaying use Cognition system of the family to books.

Invention content

In view of the above problems, it is proposed that the present invention overcoming the above problem in order to provide one kind or solves at least partly State the mind map generation method and electronic equipment based on e-book of problem.

According to an aspect of the invention, there is provided a kind of mind map generation method based on e-book, including：

Determination is corresponding with e-book to lead figure outline information；Wherein, it includes multiple outline nodes to lead figure outline information；

For each user's mark information for including in the e-book extracted, determination is corresponding with user's mark information Outline node；

Each user's mark information is added separately in the node content of corresponding outline node, to generate e-book Mind map.

According to another aspect of the present invention, a kind of electronic equipment is provided, including：Processor, memory, communication interface and Communication bus, processor, memory and communication interface complete mutual communication by communication bus；Memory is for storing extremely A few executable instruction, executable instruction make processor execute following operation：

According to another aspect of the invention, a kind of computer storage media is provided, at least one is stored in storage medium Executable instruction, executable instruction make processor execute following operation：Determination is corresponding with e-book to lead figure outline information；Its In, it includes multiple outline nodes to lead figure outline information；

It is corresponding with e-book by determination according to mind map and electronic equipment provided by the invention based on e-book Lead figure outline information；Then each user's mark information in the e-book extracted included, determining and user's mark are directed to Each user's mark information, is finally added separately to the node content of corresponding outline node by the corresponding outline node of information In, to generate the mind map of e-book.It, can be to idea, book review, scribing line content etc. that reader in book delivers according to this method Potential relationship carries out organic excavation between user's mark information, to be integrally formed systematization, stratification, reflection user to books The general view of overall cognitive, the mind map of frame.And the mind map can be carried out in the form of picture or small routine Show or share, wherein editor's work(that the latter's form can also support the expansion of content, pack up, plays and lead figure organizational structure Can, it provides and diversified leads figure interactive mode.

Above description is only the general introduction of technical solution of the present invention, in order to better understand the technical means of the present invention, And can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can It is clearer and more comprehensible, below the special specific implementation mode for lifting the present invention.

Description of the drawings

By reading the detailed description of hereafter preferred embodiment, various other advantages and benefit are common for this field Technical staff will become clear.Attached drawing only for the purpose of illustrating preferred embodiments, and is not considered as to the present invention Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：

Fig. 1 shows the flow chart for the mind map generation method based on e-book that the embodiment of the present invention one provides；

The flow chart for the mind map generation method based on e-book that Fig. 2 shows provided by Embodiment 2 of the present invention；

Fig. 3 shows the illustratively mind map based on e-book provided by Embodiment 2 of the present invention；

Fig. 4 shows the structural schematic diagram of according to embodiments of the present invention four a kind of electronic equipment.

Specific implementation mode

The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure Completely it is communicated to those skilled in the art.

Embodiment one

Fig. 1 shows the flow chart for the mind map generation method based on e-book that the embodiment of the present invention one provides.Such as Shown in Fig. 1, this approach includes the following steps：

Step S110：Determination is corresponding with e-book to lead figure outline information；Wherein, it includes multiple guiding principles to lead figure outline information Want node.

Wherein, the above-mentioned overall cognitive led figure outline information and can reflect user to books, and lead figure outline packet Include multiple outline nodes.Outline node refers to constituting each partial node for leading figure outline information, can be directly from electricity in content The content extracted in the philosophical works, such as chapters and sections catalogue；Can also be based on natural language processing technique to the content in e-book into Row refines, summarizes content obtaining, not being documented in directly in books, such as event summary；In addition can also be in books Hold guided bone content without material relation, can be universally used in a certain class books, such as reads progress, reads gains in depth of comprehension summary, author Impression etc..Formal in content, outline node is mostly with text, picture (such as illustration in books), cardon, visual form exhibition It is existing, it can also be shown with audio form in some specific application scenes.

Furthermore, it is possible to corresponding with e-book lead figure outline information from a variety of dimensions and in many ways to determine. For example, first, figure outline information is led to determine by the catalogue and outline content of analyzing books；Alternatively, for e-book Content of text is analyzed by the content of text to e-book, to determine each object for including in e-book and each Incidence relation between object determines the node name for leading in figure outline information each outline node for including according to each object Claim, the node incidence relation between each outline node is determined according to the incidence relation between each object；According to each outline Node incidence relation between the nodename of node and each outline node, establishment is corresponding with e-book to lead figure outline Information.Wherein, when leading in figure outline information the nodename for each outline node for including according to each object determination, Ke Yizhi It connects and object is formed as into outline node, is i.e. the title and quantity and the title of object and quantity of outline node are corresponding respectively.Alternatively, The quantity that object can also be directed to is deleted, or is adjusted for the title of object, to form outline node.Specific adjustment When, on the one hand, it can be reduced for object oriented, to reduce the length of nodename；On the other hand, analogical object can be directed to Uniform Name is carried out, such as the multiple analogical objects being made of naming methods such as the corresponding name of same personage, role names are united One is an outline node.In addition, determining that the node between each outline node closes according to the incidence relation between each object When connection relationship, can the incidence relation between object be directly formed as into the visualization associative expression between outline node and (such as connected Line), alternatively, the node incidence relation between each outline node can also be determined by other means, in short, node association is closed System is for determining the relation of interdependence between each node, for example, can be the various forms such as hierarchical relationship.

In the present embodiment, leading figure outline information, (i.e. node is associated with by the incidence relation between outline node and outline node Relationship) composition, it is based on this incidence relation, the form for leading figure outline information can be the forms such as tree-shaped, fish-bone, netted, layer Number of stages is codetermined by outline node and its incidence relation, led in practical application figure outline information form at least have there are one Level.In addition, leading figure outline information can also only be made of outline node without all or part of incidence relation, such as Only include following outline nodes：" author's impression ", " reading gains in depth of comprehension to summarize " etc., take between outline node with the presence or absence of incidence relation The certainly relevance in each outline node logically.

Optionally, above-mentioned figure outline information of leading can also be determined that user can voluntarily input each guiding principle by user oneself The nodename and/or node incidence relation of node are wanted, to according to the nodename and/or node of above-mentioned each outline node Incidence relation determination is corresponding with e-book to lead figure outline information.Optionally, can also will include in the e-book that extracted Each user's mark information storage to information material database in, then according to above- mentioned information material database determine it is corresponding with e-book Lead figure outline information.In addition to determined according to aforesaid way it is corresponding with e-book lead figure outline information other than, can be with root It is determined according to other modes, aforesaid way can be employed alone, and can also be combined with each other to determine and e-book phase It is corresponding to lead figure outline information.

Step S120：For each user's mark information for including in the e-book extracted, determines and believe with user's mark The corresponding outline node of manner of breathing.

Wherein, in user's mark information can mark for notes, idea, comment, and/or the original text that user adds in book Hold etc..Above-mentioned user's mark information can be word, picture or voice messaging.It, can be straight if it is the content of character property It connects and semantic analysis is carried out to it, it, can be by the content and voice turn in above-mentioned picture if it is picture or voice messaging Word content is turned to, semantic analysis then is carried out to the word content after conversion again, to according to analysis result determination and user The corresponding outline node of label information.By the semantic analysis to user's mark information, by user's mark information correspond to On the sufficiently high outline node of its semantic similarity.This similarity is embodied at least two aspects：1, dominant semanteme is similar, Such as user's mark information and the content of outline node all refer to some event of some hero；2, Latent Semantic is similar, Such as user's annotation content is to think book contents reaction to an article, then can be corresponded to outline node " reading gains in depth of comprehension to summarize ".

It is worth noting that, other than determining outline node corresponding with user's mark information according to aforesaid way, It can also be determined according to other modes, every method that can determine outline node corresponding with user's mark information is all Within protection scope of the present invention.

Such as in another implementation, text that can be according to user's mark information and outline node in e-books Position determines the corresponding outline node of user's mark information.Specifically, when the content of outline node directly or indirectly derives from book When nationality content (including word and illustration), the associated text position of outline node content can be recorded, in addition user's mark information It is marked for book contents, the book contents of label equally have determining text position information, can basis Text position it is same or similar, determine the correspondence between user's mark information and outline node.

Step S130：Each user's mark information is added separately in the node content of corresponding outline node, with life At the mind map of e-book.

After determining outline node corresponding with user's mark information, each user's mark information is added separately to In the node content of corresponding outline node, to generate the mind map of e-book.Wherein, the data organization knot of the mind map Structure can include but is not limited at least one of the following：Dendrogram, Cause and Effect matrix, and/or structure chart.By the way that each user is marked Note information is added separately in the node content of corresponding outline node, can be to idea that reader in book delivers, scribing line content Etc. potential relationship between user's marks information carry out organic excavation, and by above- mentioned information systematization, be hierarchically illustrated in think of Dimension is led in figure.

In the present embodiment, one of form of expression of mind map is picture, by the mind map of graphic form in server The correspondence with User ID and/or books ID is established in side, and preserves it accordingly.When user checks mind map by APP, Corresponding user and/or books can be searched according to aforementioned correspondence leads figure picture, and is shown.In sharing flow, User can directly by lead figure picture (or lead figure picture server side mark) be shared with good friend.

In practical application, it is contemplated that graphic form leads figure and can not provide interactive function to the user, therefore in a kind of realization In mode, mind map can also be shown or shared in the form of small routine.In the realization method, the dependency number of mind map According to substitute it is original lead figure picture, and User ID and/or books ID is associated is stored in server side, when user is looked by APP When seeing mind map, client leads the related data of figure based on User ID and/or books ID to server request, then in client End is local to visualize related data by preset small routine.And in sharing flow, user can will lead figure Related data is shared with good friend, is visualized by the small routine in good friend's client to leading figure related data.Wherein, small Program can carry in installation kit or upgrade package, be installed during APP is installed or is upgraded, or can also be to insert Part form is mounted in APP.In addition, the present embodiment can also use the small routine that third party provides, such as wechat small routine, use Family, which is checked in APP by the APP small routines installed, leads figure, then can share channel based on third-party in sharing flow, Open mind map using third party's small routine, in this case, user good friend can in third-party application (such as wechat In chat interface) mind map is opened in the form of webpage or local page, read APP without starting.

The present embodiment provides the interactive function of mind map to the user by small routine mode, passes through setting in advance for program It is fixed, the concrete function of browsing mind map can be provided to the user, such as to the expansion of a certain level outline node or pack up, right The expansion of node corresponding content is packed up, dynamic effect, the expression way of node connection relation of node or content when expansion is packed up And dynamic effect etc., such as user's mark information can also be used as outline node as the next stage node display of outline node Hiding content, pass through dynamic effect or two level hide menu displaying.It can also be provided to the user by presetting for program Newly-built, Edition concept leads the function of figure, such as content, quantity, relationship, the content-data format etc. of editor's outline node, such as The process that user establishes mind map in above-mentioned steps S110 is to be realized based on the small routine.In sharing flow, user Small routine of the good friend based on oneself client can also carry out the mind map that user shares the selection or secondary of display mode Edit the mind map.It is easily understood that the effect of small routine is to hold displaying aspect and Edition Contains aspect inside to think Dimension leads figure and increases human-computer interaction function, and the present embodiment does not do its concrete function to be enumerated one by one.

It is corresponding with e-book by determination according to the mind map generation method provided in this embodiment based on e-book Lead figure outline information；Then each user's mark information in the e-book extracted included, determining and user's mark are directed to Each user's mark information, is finally added separately to the node content of corresponding outline node by the corresponding outline node of information In, to generate the mind map of e-book.It, can be to idea, book review, scribing line content etc. that reader in book delivers according to this method Potential relationship carries out organic excavation between user's mark information, to be integrally formed systematization, stratification, reflection user to books The general view of overall cognitive, the mind map of frame.And the mind map can be carried out in the form of picture or small routine Show or share, wherein editor's work(that the latter's form can also support the expansion of content, pack up, plays and lead figure organizational structure Can, it provides and diversified leads figure interactive mode.

Embodiment two

The flow chart for the mind map generation method based on e-book that Fig. 2 shows provided by Embodiment 2 of the present invention.Such as Shown in Fig. 2, this approach includes the following steps：

Step S200：It will be in each user's mark information storage to information material database for including in the e-book that extracted.

Wherein, above-mentioned user's mark information includes but not limited at least one of the following：Notes, idea, comment and/ Or original text marked content.Specifically, can cross reader content, and notes or idea etc. are added to information material database.Upper During stating, both by the user's mark information that includes in system automatic identification e-book and information material database can be added, also might be used Actively to select suitable user's mark information by user and be manually added information material database.For example, can set in e-books The addition entrance for information material database to be added is set, in order to which reader is voluntarily added.Correspondingly, certain section of text can be chosen in reader When word, a button (such as " material database is added ") is added, material database directly is added in this section of word.The content that material database is added is removed Can also be picture, voice etc. outside word.Wherein, the mode that system is automatically added to has convenient, efficient advantage, and user The mode being manually added can more screen the interested content of user, to make the mind map being subsequently generated more be bonded user Demand, above two mode both can be used alone, and can also be used in combination.

In addition, information material database is similar to a database, data lattice therein can be flexibly arranged in those skilled in the art Formula can be stored for example, being directed to an idea or notes according to following format：The idea or the id information of notes, it is corresponding The source language message, affiliated chapters and sections information, idea or the particular content of notes information etc., consequently facilitating understanding the idea or notes Contextual information.In addition, for the ease of inquiry, the content in information material database can also be stored according to key-value pair mode.In short, letter Breath material database can be used for storing linear information, to be reprocessed into tree-shaped or other leading of having levels in the follow-up process Figure information.

Step S210：Determination is corresponding with e-book to lead figure outline information.

Wherein, figure outline information of leading corresponding with e-book can graphically show in the frame of e-book Hold, in order to readers ' reading.Specifically, determine it is corresponding with e-book lead figure outline information when can be by following three kinds Mode is realized：

In the first way, figure outline information mainly is led to generate by automatically analyzing e-book original text, so as to It is automatically generated in the way of semantic analysis etc. and leads figure outline information.It is retouched in detail below for the realization details of first way It states：

First, it is analyzed for the content of text of e-book, to determine each object for including in e-book and each Incidence relation between a object.Wherein, above-mentioned object may include：Personage, and/or knowledge point.When above-mentioned object is personage When, the incidence relation between object includes：Role relation between personage and/or event relation.Specifically, when object is personage When, it may be determined that the relationship of existing interaction between the corresponding role of each personage, and determine and interaction when institute is occurring The event relation of generation.For example it then can again analyze and determine and man one, female by man one, point centered on female one in e-book One occurs the relationship of interactive each personage, and can also establish the relationship of main matter when occurring interactive. In addition, when object is knowledge point, the incidence relation between object includes：Inclusion relation and/or dependence between knowledge point are closed System.Wherein above-mentioned inclusion relation can refer to the inclusion relation refined layer by layer between each knowledge point, such as in book under first class catalogue Second-level directory between, all deposited between the corresponding knowledge point of each subhead below the corresponding knowledge point of headline and headline In inclusion relation；Dependence can refer to the sequencing that there is study between each knowledge point or knowledge point must be Understand the dependence that could continue study after another knowledge point or understand.Such as in books knowledge point A, know Know point B, only learning knowledge point B or could just can be appreciated that knowledge point B under the premise of having learnt knowledge point A, such knowledge Dependence is there is between point A, knowledge point B.

Then, according to the incidence relation between each object, establishment is corresponding with e-book to lead figure outline information.Specifically Ground determines the nodename for leading in figure outline information each outline node for including according to each object first；Then, according to Incidence relation between each object determines the node incidence relation between each outline node；Finally, according to each outline section Node incidence relation between the nodename and each outline node of point creates figure outline of leading corresponding with e-book and believes Breath.For example, when object is personage, can according between personage role relation and/or event relation create and e-book It is corresponding to lead figure outline information.For example it then can again analyze and establish and man by man one, point centered on female one in e-book One, the relationship train of thought information of interactive each personage occurs for female one, and can also establish main matter when occurring interactive Relationship train of thought information, thus can be according to the relationship train of thought information of above-mentioned each character relation train of thought information and event come really Determine that e-book is corresponding to lead figure outline information.For another example, when object is knowledge point, can also include according between knowledge point Relationship and/or dependence corresponding with e-book lead figure outline information to create.It is worth noting that, above-mentioned object in addition to For that can also be other types of object outside personage, knowledge point, so can be according to multiple dimensions when figure outline information is led in foundation It spends to establish, those skilled in the art can neatly select.The existing framework that book can be utilized according to mode one, according to The depth content of e-book come determine it is corresponding with e-book lead figure outline information, rather than just frame-type according to electronics The catalogue chapters and sections of book corresponding with e-book lead figure outline information to determine.

In the second way, figure outline information can be led to be arranged according to content input by user, to provide to the user More operating spaces are described in detail below for the realization details of the second way：

First, the nodename and/or node incidence relation of each outline node input by user are determined.Specifically, may be used It is closed with the nodename and/or node association that determine each outline node input by user by preset outline inlet porting System.Wherein, above-mentioned outline inlet porting further comprises：Title inlet porting for nodename to be arranged, and/or for setting Set the relationship inlet porting of node incidence relation.Wherein, the title of corresponding node can be set by title inlet porting, passed through The incidence relation between this node and interdependent node can be arranged in relationship inlet porting.Wherein, interdependent node includes：This node The downstream site of superior node and/or this node.

Then, according to the nodename and/or node incidence relation of each outline node input by user, determining and electronics Book is corresponding to lead figure outline information.It is associated with and closes in the nodename and/or node for determining each outline node input by user After system, system can be according to the nodename of above-mentioned each outline node and/or node incidence relation automatically generates and electronics Book is corresponding to lead figure outline information.According to which two, user can be according to oneself understanding and in a manner of oneself come really It is fixed it is corresponding with e-book lead figure outline information, more flexibly and hommization, to meet the need of more readers and users It asks, the user experience is improved.

In the third mode, figure outline information is mainly led to generate by automatically analyzing message material database, so as to Figure outline information is led according to the user annotation Automatic generation of information for including in information material database.Below for the reality of the third mode Existing details is described in detail：Specifically, reader manually can arrange and classify to the content for being put into information material database, so Figure outline information is led according to above-mentioned arrangement and analysis result determination afterwards.It is worth noting that, can individually use aforesaid way one, Mode two, mode three come determine it is corresponding with e-book lead figure outline information, above-mentioned several ways can also be combined Corresponding with e-book figure outline information is led to determine.For example, can be determined according to mode one or mode three and electronics Book is corresponding to lead figure outline information, but when user is unsatisfied with or wants modification to the figure outline information of leading of above-mentioned generation When, modified nodename can be inputted in the corresponding title inlet porting of node for wanting modification according to mode two, or Person is inputting incidence relation between modified each nodename for the relationship inlet porting of node incidence relation to be arranged. Determine that the concrete mode for leading figure outline information corresponding with e-book, those skilled in the art can come from according to actual conditions Row selection, is not limited herein.

In order to make it easy to understand, Fig. 3 shows a kind of mind map based on e-book provided by Embodiment 2 of the present invention Schematic diagram.Assuming that the mind map in Fig. 3 is realized based on mode two, it correspondingly, can basis after user pores over a book The demand and understanding of oneself establish one's own a mind map based on e-book, then can be for node to be arranged " why reading ", " the original totem of the title inlet porting input of title as shown in Figure 3：It is lively and vigorous and bronze " " people beast is miscellaneous The nodenames such as the image mixed " " Long Teng figure ", " Feng Tengtu ", and be set by the relationship for node incidence relation to be arranged Mouth inputs the incidence relation between above-mentioned node, for example can input " why reading " as shown in Figure 3 and " original totem：Dragon Coordination between winged phoenix dance and bronze glutton ", the coordination of " Long Teng figure " between " Feng Tengtu ", " original totem：Dragon Inclusion relation etc. of winged phoenix dance and the bronze glutton " between " Long Teng figure ".Specifically, for the ease of realize coordination and comprising Relationship can be that corresponding level is arranged in each node, correspondingly, the node of the identical node of level coordination each other, root The relationship between each node can be quickly determined according to level.

Step S220：For each user's mark information for including in the e-book extracted, according to user's mark information Corresponding semantic analysis result determines outline node corresponding with user's mark information.

For the ease of determining the association between each user's mark information by mind map, can include by what is extracted The user's marks information such as the scribing line comment of user, idea carry out semantic analysis, then according to above-mentioned semantic analysis result determine with The corresponding outline node of user's mark information.If above-mentioned user's mark information is picture or voice, can be by above-mentioned figure Piece or voice are converted into content of text, then carry out semantic analysis again.Reader in book can be delivered by implementing the step Idea, the potential relationship between the scribing line user's marks information such as content fully excavated, and determined and user's mark information Corresponding outline node.

Step S230：Each user's mark information is added separately in the node content of corresponding outline node, with life At the mind map of e-book.

During each user's mark information is added separately in the node content of corresponding outline node, in order to The content scale of construction for reducing text, facilitates and each user's mark information is added in the node content of corresponding outline node, can Some non-contribution vocabulary (such as adjective etc.) are deleted.

Specifically, it is first determined the part of speech of each word and each word that include in user's mark information.From the angle of part of speech Degree rejects unessential words in user's mark information, to achieve the purpose that shorten number of words, wherein unessential word Word refers to not influencing original text after rejecting to understand or do not influence to read clear and coherent degree or logical after influencing little, rejecting to original text understanding The source language message amount is not lost after influencing little, rejecting along degree or information content loses little words.Wherein, in Chinese words Parts of speech classification includes two class of notional word and function word, and there may be further classification again for different types of part of speech.It can be by dividing Word tool segments user's mark information, obtains each word for including in user's mark information；Foundation is in advance based on hidden horse The part-of-speech tagging model that Er Kefu model trainings generate carries out part-of-speech tagging to each word for including in user's mark information.

Then, the word for belonging to target type part of speech is deleted from user's mark information, the remaining word that is linked in sequence obtains To treated user's mark information.It can be in advance according to the size of the semantic extent of damage after deletion to all types of words to be deleted Property classify, and all types of parts of speech are ranked up according to the extent of damage, and then can be according to target loss degree, and damage Incidence relation between mistake degree and type part of speech determines target type part of speech, if target loss degree is minimum, then can incite somebody to action To the adjective of semantic effect degree minimum as target type part of speech after deletion.Specifically, first from user's mark information Delete the word for belonging to first kind part of speech.Wherein it is possible to which adjective is deleted at first as the word of first kind part of speech. Specifically deletion mode is：It is adjectival word in user's mark information for each part of speech for including, deletes the word；If position The word of adjacent position is specific word after the word, then by after the word the specific word of adjacent position delete together It removes；If the word positioned at adjacent position before the word belongs to degree adverb, adjacent position before the word will be located at Degree adverb delete together.After deleting all adjectives, content of text amount or it is excessive when, then by Second Type The word of part of speech is determined as target type word and continues to delete.Wherein, Second Type part of speech word includes number, quantifier and pronoun At least one of.After number, quantifier and the pronoun in the word of Second Type part of speech are deleted, content of text amount judged Or when excessive, then the word of third type part of speech is determined as target type word, further to carry out breviary to amount of text. Specifically, the word of third type part of speech includes adverbial word, preposition, auxiliary word, interjection, onomatopoeia.Wherein, adverbial word includes time pair The pair of word, frequency adverbial word, adverb of place, adverb of manner, degree adverb, interrogative adverb, conjunctive adverbs, relative adverb, table sequence Word.

Finally, by treated, user's mark information is added in the node content of corresponding outline node, to generate electricity The mind map of the philosophical works.Wherein, above-mentioned mind map includes but not limited at least one of the following：Dendrogram, Cause and Effect matrix, And/or structure chart.According to the step can to each user annotation information such as idea that reader in book delivers and scribing line content it Between potential relationship carry out organic excavation, be integrally formed the general view of systematization, stratification, reflection user to books overall cognitive The mind map of property, frame.

Step S240：Show mind map.

When showing mind map, the ways of presentation of illustrative mind map as shown in Figure 3 may be used to show Mind map can also show mind map by the way of small routine, and when information content is very big, leads figure, to show interface limited In the case of, mind map can be made constantly to be radiated according to level, dynamic effect be formed, in order to be opened up in limited interface The more mind map of existing hierarchical relationship.Specifically, the outline node in above-mentioned mind map can be further divided into more A level.When the first kind displaying message that the first kind displaying entrance for including in receiving user by mind map is sent, The outline node for the adjacent level corresponding with first kind displaying entrance for including in mind map is shown.Specifically, When the user clicks when first kind displaying entrance, adjacent level corresponding with first kind displaying entrance can be shown to the user Outline node, wherein adjacent level includes higher level and/or subordinate.For example, if it is desired to the mind map in Fig. 3 is illustrated in Mind map interface, but when mind map displaying interface is too small, then it can be by more refinement in mind map as shown in Figure 3 The outline hiding nodes of change get up, and in this way when clicking first kind displaying entrance, then can will show that entrance will be opposite with the first kind The outline node display for the adjacent level answered comes out.For example, when clicking " original totem：Lively and vigorous and bronze glutton " is corresponding The first kind displaying entrance when, then can show that it corresponds to " image that people beast is mixed ", " Long Teng figure ", " Feng Tengtu " of lower level Etc. outlines node, when the first kind corresponding to the click " image that people beast is mixed " shows entrance, then can show under its correspondence " the totem symbol of original clan " of level, " example：People's head snake bodies " etc. outlines node, it is correspondingly, above-mentioned when again tapping on When the first kind shows entrance, the corresponding upper level outline node of the outline that can also show downstream node.When it is implemented, this One kind displaying entrance can be used to show as needed the content of superior node and/or downstream site corresponding to present node.

Optionally, in order to avoid the mind map showed is excessively complicated, the node content root of each outline node can be made Selective displaying is carried out according to user demand.Correspondingly, the second class displaying entrance can be further set in mind map, used Whether show in the node content of control outline node.Specifically, include in receiving user by mind map second When class shows the second class displaying message that entrance is sent, to including guiding principle corresponding with the second class displaying entrance in mind map The node content of node is wanted to be shown.Wherein, above-mentioned outline node content can refer to the letter of the user's mark including various annotations Breath.Wherein, the second class displaying entrance can be the multiple entrances being separately positioned on each node, and each entrance is respectively used to control Whether system user annotation information corresponding with the node shows；Alternatively, the second class displaying entrance can also be a main entrance, For controlling whether the corresponding user annotation information of whole nodes shows.

In a kind of realization method of the present embodiment, when between outline node content and books textual content have it is corresponding pass When being, can also establish and preserve this correspondence, for example, preserve outline node and a certain chapters and sections in books, certain one page, certain Correspondence between one section, certain a word or some word.In e-books, it can be opened up on the corresponding position of textual content Show and redirect icon, user's click automatically opens mind map, and is significantly shown in a manner of highlighted, coloring, circle note etc. corresponding Outline node, to provide the function from electronic-book skipping to mind map to the user.It is opposite when the user clicks or long-press is thought When dimension leads some outline node in figure, the corresponding position in e-book can also be automatic jumped to, and in corresponding original text Appearance is significantly shown, to realize the function of jumping to e-book from mind map.

Further, since different notes, scribing line, etc. user's marks information, have between outline node in mind map It is relevant, therefore can establish accordingly in books and redirect work(between user's mark information and the outline node of mind map Can, realization method is similar to the turn function of above-mentioned textual content, and details are not described herein again.

Further optionally, other than it can generate complete mind map, understand in more detail in order to facilitate user Local content in mind map can also further generate thinking and lead figure.Specifically, information material can be determined first The type identification corresponding to each user's mark information in library；Then by the identical each user's mark information institute of type identification Corresponding each outline node is determined as one group of child node；It ultimately produces thinking corresponding with each group child node and leads figure.Example Such as, semantic analysis can be carried out to all annotations, is clustered according to semanteme, to belonging to of a sort annotation, by similar batch The corresponding node in leading node of graph of note carries out unifying identifier, and inhomogeneity is annotated corresponding node of graph of leading and distinguishes mark. So as to which each outline node corresponding to each user's mark information that there is same type to identify is determined as one group of son Then node generates thinking corresponding with each group child node and leads figure.It leads on the constituted mode of figure, can continue to use in thinking Hierarchical relationship of each node in higher level leads figure, the node for that can not continue to use above-mentioned hierarchical relationship (such as are not deposited in terms of content In the node of hierarchical relationship), manual operation entrance can be provided to the user, according to demand manually established these nodes by user Thinking is led on the trunk of figure.When it is implemented, user can also be divided according to other dimensions in addition to semantic dimension The type of label information, to be more bonded business demand.For example, user's mark information can be divided from user's dimension.Tool Body, may include multiple user's mark information for corresponding respectively to different user for an e-book, correspondingly, For the ease of leading figure for customized corresponding thinking of each user, the user's mark information of the same user can be determined For same type, to extract one group of child node corresponding with the user, and think of corresponding with the user is accordingly generated Dimension leads figure, consequently facilitating the reading for the user provides facility.It certainly, can also be from other dimensions to letter in actual conditions Each user's mark information in breath material database is classified, and is generated corresponding thinking and led figure, for example, it is also possible in advance will User is divided into multiple groups, and the corresponding user annotation information of the user of same group is determined as same type.Due to group Often divided according to factors such as the knowledge of user, experience or interest, thus the user in a group is often with identical User characteristics, correspondingly, corresponding user annotation information can may more reflect the opinion of such user, to make generation Thinking leads figure and is more easy to empathize between such user.It can be seen that by according to different dimensions in information material database Each user's mark information classify, and generate corresponding thinking and lead figure, reading can be provided for corresponding user just Profit.

Figure is led for thinking mentioned above, when showing that thinking leads figure, can be used in the following two kinds mode extremely Few one kind：

In the first way, figure can be led to each thinking for being under the jurisdiction of the mind map by mind map to open up It is existing.Specifically, the first kind that the first kind for including in receiving user by mind map leads the transmission of figure entrance leads figure When message, displaying leads corresponding thinking of figure entrance with first kind and leads figure.Wherein, first kind is led the setting of figure entrance and is being thought Dimension leads the suitable position in figure, for example, it is assumed that 12 nodes are shared in mind map, by being marked to the corresponding user of each node Note information is clustered according to user identifier, obtains leading figure by thinking that corresponding 3 nodes of user identifier A are constituted, then phase Ying Di is arranged a first kind for each node in 3 above-mentioned nodes and leads figure entrance, to lead in mind map That crosses that the first kind leads that figure entrance triggering thinking leads figure shows operation.It is set alternatively, first kind can also be led to figure entrance The other positions in mind map are set, also, are worked as in a width mind map comprising multiple respectively according to different type division When thinking leads figure, multiple first kind can be accordingly set and lead figure entrance, each first kind leads figure entrance and is respectively used to show Corresponding thinking leads figure.In short, which is intended to quickly show each thinking wherein included by mind map Lead figure.

In the second way, figure can be led to corresponding each thinking by information material database and showed.Specifically, When the second class that the second class for including in receiving user by information material database leads the transmission of figure entrance leads figure message, exhibition Show that leading corresponding thinking of figure entrance with the second class leads figure.Wherein, the second class is led figure entrance and is arranged in information material database In, for example, the position corresponding to leading the corresponding user annotation information of figure with thinking can be arranged, consequently facilitating user exists Thinking corresponding with user annotation information therein, which is directly transferred, during browsing information material database leads figure.

Certainly, those skilled in the art can also realize that thinking leads the operation that shows of figure by other various ways, this Invention does not limit this.After generating mind map based on e-book or son leads figure, in addition to can be by it with above-mentioned Mode is shown, can also be shared with read in APP other people or to share circle of friends, microblogging etc. public flat Platform.

According to the mind map generation method provided in this embodiment based on e-book, pass through the e-book that will be extracted In include each user's mark information storage to information material database in, determine it is corresponding with e-book leads figure outline information, Then it is directed to each user's mark information in the e-book extracted included, according to the corresponding semantic analysis of user's mark information As a result, determining outline node corresponding with user's mark information, then each user's mark information is added separately to correspond to Outline node node content in, to generate the mind map of e-book, finally show mind map.According to this method, energy Potential relationship carries out organic excavation between the user's marks information such as enough ideas delivered reader in book, book review, scribing line content, from And can generate mind map from a variety of dimensions and in many ways and thinking leads figure, and the mind map can be with Showed or shared in the form of picture or small routine, wherein the latter's form can also support the expansion of content, pack up, broadcast The editting function for putting and leading figure organizational structure provides and diversified leads figure interactive mode.

Embodiment three

The embodiment of the present application three provides a kind of nonvolatile computer storage media, the computer storage media storage Have an at least executable instruction, the computer executable instructions can perform in above-mentioned any means embodiment based on e-book Mind map generation method.

Executable instruction specifically can be used for so that processor executes following operation：

Determination is corresponding with the e-book to lead figure outline information；Wherein, the figure outline information of leading includes multiple guiding principles Want node；

For each user's mark information for including in the e-book extracted, determination is opposite with the user's mark information The outline node answered；

Each user's mark information is added separately in the node content of corresponding outline node, to generate the electronics The mind map of book.

In a kind of optional mode, wherein the executable instruction further makes the processor execute following operation：

Analyzed for the content of text of the e-book, with each object that includes in the determination e-book and Incidence relation between each object；

According to the nodename for leading in figure outline information each outline node for including described in each object determination, root The node incidence relation between each outline node is determined according to the incidence relation between each object；

According to the node incidence relation between the nodename of each outline node and each outline node, Establishment is corresponding with the e-book to lead figure outline information.

In a kind of optional mode, wherein the object includes：Personage, and/or knowledge point；

When the object is personage, the incidence relation between the object includes：Role relation between personage and/or Event relation；When the object is knowledge point, the incidence relation between the object includes：Inclusion relation between knowledge point And/or dependence.

In a kind of optional mode, wherein the executable instruction also makes the processor execute following operation：

Determine the nodename and/or node incidence relation of each outline node input by user；

According to the nodename and/or node incidence relation of each outline node input by user, determine with it is described E-book is corresponding to lead figure outline information.

Determine that the nodename of each outline node input by user and/or node close by preset outline inlet porting Connection relationship；

Wherein, the outline inlet porting further comprises：Title inlet porting for nodename to be arranged, and/or Relationship inlet porting for node incidence relation to be arranged.

According to the user's mark information and the semantic analysis result of the outline node, the user's mark information is determined Corresponding outline node.

According to the text position of the user's mark information and the outline node in e-books, user's mark is determined Remember the corresponding outline node of information.

Determine the part of speech of each word and each word that include in the user's mark information；

The word for belonging to target type part of speech is deleted from the user's mark information, the remaining word that is linked in sequence obtains User's mark information that treated；

Treated that user's mark information is added in the node content of corresponding outline node by described.

In a kind of optional mode, wherein the executable instruction also makes the processor execute following operation：By institute It states in each user's mark information storage to information material database for including in the e-book extracted；

Then determination the step of leading figure outline information corresponding with the e-book, specifically includes：According to described information Material database determination is corresponding with the e-book to lead figure outline information.

In a kind of optional mode, in, the executable instruction also makes the processor execute following operation：

Show the mind map；Wherein, the outline node in the mind map is further divided into multiple levels；

Wherein, the first kind exhibition that the first kind displaying entrance for including in receiving user by the mind map is sent When showing message, to the outline node for the adjacent level corresponding with first kind displaying entrance for including in the mind map It is shown；And/or

The second class displaying that the second class displaying entrance for including in receiving user by the mind map is sent disappears When breath, the node content for the outline node corresponding with second class displaying entrance for including in the mind map is carried out Displaying.

Determine the type identification corresponding to each user's mark information in described information material database；

Each outline node corresponding to the identical each user's mark information of type identification is determined as one group of child node；

It generates thinking corresponding with each group child node and leads figure.

The first kind that the first kind for including in receiving user by the mind map leads the transmission of figure entrance is led When figure message, displaying leads corresponding thinking of figure entrance with the first kind and leads figure；And/or

The second class for including in receiving user by described information material database leads the second class of figure entrance transmission When leading figure message, displaying leads corresponding thinking of figure entrance with the second class and leads figure.

In a kind of optional mode, wherein the user's mark information includes：Notes, idea, comment, and/or original text Marked content；The mind map includes：Dendrogram, Cause and Effect matrix, and/or structure chart.

Example IV

Fig. 4 shows the structural schematic diagram of according to embodiments of the present invention four a kind of electronic equipment, present invention specific implementation Example does not limit the specific implementation of electronic equipment.For example, the electronic equipment can be server.

As shown in figure 4, the electronic equipment may include：Processor (processor) 402, communication interface (Communications Interface) 404, memory (memory) 406 and communication bus 408.

Wherein：Processor 402, communication interface 404 and memory 406 complete mutual lead to by communication bus 408 Letter.Communication interface 404, for being communicated with the network element of miscellaneous equipment such as client or other servers etc..Processor 402 is used In executing program 410, the correlation step in the above-mentioned mind map generation method embodiment based on e-book can be specifically executed.

Specifically, program 410 may include program code, which includes computer-managed instruction.

Processor 402 may be central processor CPU or specific integrated circuit ASIC (Application Specific Integrated Circuit), or be arranged to implement the integrated electricity of one or more of the embodiment of the present invention Road.The one or more processors that electronic equipment includes can be same type of processor, such as one or more CPU；Also may be used To be different types of processor, such as one or more CPU and one or more ASIC.

Memory 406, for storing program 410.Memory 406 may include high-speed RAM memory, it is also possible to further include Nonvolatile memory (non-volatile memory), for example, at least a magnetic disk storage.

Program 410 specifically can be used for so that processor 402 executes following operation：

In a kind of optional mode, wherein the executable instruction also makes the processor 402 execute following operation：

It will be in each user's mark information storage to information material database for including in the e-book that extracted；

Notes, idea, comment, and/or original text marked content；The mind map includes：Dendrogram, Cause and Effect matrix, and/or Structure chart.

Algorithm and display be not inherently related to any certain computer, virtual system or miscellaneous equipment provided herein. Various general-purpose systems can also be used together with teaching based on this.As described above, it constructs required by this kind of system Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that can utilize various Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair Bright preferred forms.

In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.

Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect, Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：It is i.e. required to protect Shield the present invention claims the more features of feature than being expressly recited in each claim.More precisely, as following Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore, Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself All as a separate embodiment of the present invention.

Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation It replaces.

In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments In included certain features rather than other feature, but the combination of the feature of different embodiments means in of the invention Within the scope of and form different embodiments.For example, in detail in the claims, embodiment claimed it is one of arbitrary It mode can use in any combination.

It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims, Any reference mark between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real It is existing.In the unit claims listing several devices, several in these devices can be by the same hardware branch To embody.The use of word first, second, and third does not indicate that any sequence.These words can be explained and be run after fame Claim.

The invention also discloses：A1. a kind of mind map generation method based on e-book comprising：

A2. the method according to A1, wherein the determination step for leading figure outline information corresponding with the e-book Suddenly it specifically includes：

A3. the method according to A2, wherein the object includes：Personage, and/or knowledge point；

A4. the method according to A1, wherein the determination step for leading figure outline information corresponding with the e-book Suddenly it specifically includes：

A5. the method according to A4, wherein the nodename of determination each outline node input by user and/ Or the step of node incidence relation, specifically includes：

A6. according to any methods of A1-A5, wherein determine outline section corresponding with the user's mark information Point, including：

A7. according to any methods of A1-A5, wherein determine outline section corresponding with the user's mark information Point, including：

A8. according to any methods of A1-A5, wherein described to be added separately to correspond to by each user's mark information Outline node node content in step specifically include：

A9. according to any methods of A1-A8, wherein determination is corresponding with the e-book to lead figure outline information The step of before, further comprise：By each user's mark information storage for including in the e-book extracted to information In material database；

A10. the method according to A9, wherein after the step of the mind map for generating the e-book, into one Step includes：

A11. the method according to A10, wherein after the step of the mind map for generating the e-book, into One step includes：

A12. the method according to A11, wherein the step for generating thinking corresponding with each group child node and leading figure After rapid, further comprise：

A13. according to any methods of A1-A12, wherein the user's mark information includes：Notes, are commented idea By, and/or original text marked content；The mind map includes：Dendrogram, Cause and Effect matrix, and/or structure chart.

B14. a kind of electronic equipment, including：Processor, memory, communication interface and communication bus, the processor, institute It states memory and the communication interface completes mutual communication by the communication bus；

For the memory for storing an at least executable instruction, it is following that the executable instruction makes the processor execute Operation：Determination is corresponding with the e-book to lead figure outline information；Wherein, the figure outline information of leading includes multiple outline sections Point；

B15. the electronic equipment according to B14, wherein the executable instruction also makes the processor execute following behaviour Make：

B16. the electronic equipment according to B15, wherein the object includes：Personage, and/or knowledge point；

B17. the electronic equipment according to B14, wherein the executable instruction also makes the processor execute following behaviour Make：

B18. the electronic equipment according to claim B17, wherein the executable instruction also holds the processor The following operation of row：

B19. according to any electronic equipments of B14-B18, wherein the executable instruction also holds the processor The following operation of row：

B20. according to any electronic equipments of B14-B18, wherein the executable instruction also holds the processor The following operation of row：

B21. according to any electronic equipments of B14-B18, wherein the executable instruction also holds the processor The following operation of row：

B22. according to any electronic equipments of B14-B21, wherein the executable instruction also holds the processor The following operation of row：It will be in each user's mark information storage to information material database for including in the e-book that extracted；

B23. the electronic equipment according to B22, wherein the executable instruction also makes the processor execute following behaviour Make：

B24. the electronic equipment according to B23, wherein the executable instruction also makes the processor execute following behaviour Make：

B25. the electronic equipment according to B24, wherein the executable instruction also makes the processor execute following behaviour Make：

B26. according to any electronic equipments of B14-B25, wherein the user's mark information includes：It takes down notes, think Method, comment, and/or original text marked content；The mind map includes：Dendrogram, Cause and Effect matrix, and/or structure chart.

C27. a kind of computer storage media is stored with an at least executable instruction in the storage medium, described to hold Row instruction makes processor execute following operation：

C28. the computer storage media according to C27, wherein the executable instruction also executes the processor It operates below：

C29. the computer storage media according to C28, wherein the object includes：Personage, and/or knowledge point；

C30. the computer storage media according to C27, wherein the executable instruction also executes the processor It operates below：

C31. the computer storage media according to C30, wherein the executable instruction also executes the processor It operates below：

C32. according to any computer storage medias of C27-C31, wherein the executable instruction also makes the place It manages device and executes following operation：

C33. according to any computer storage medias of C27-C31, wherein the executable instruction also makes the place It manages device and executes following operation：

C34. according to any computer storage medias of C27-C31, wherein the executable instruction also makes the place It manages device and executes following operation：

C35. according to any computer storage medias of C27-C34, wherein the executable instruction also makes the place It manages device and executes following operation：By each user's mark information storage for including in the e-book extracted to information material database In；

C36. the computer storage media according to C35, wherein the executable instruction also executes the processor It operates below：

C37. the computer storage media according to C36, wherein the executable instruction also executes the processor It operates below：

C38. the computer storage media according to C37, wherein the executable instruction also executes the processor It operates below：

C39. according to any computer storage medias of C27-C38, wherein the user's mark information includes：Pen Note, idea, comment, and/or original text marked content；The mind map includes：Dendrogram, Cause and Effect matrix, and/or structure chart.

Claims

1. a kind of mind map generation method based on e-book comprising：

Determination is corresponding with the e-book to lead figure outline information；Wherein, the figure outline information of leading includes multiple outline sections Point；

For each user's mark information for including in the e-book extracted, determination is corresponding with the user's mark information Outline node；

Each user's mark information is added separately in the node content of corresponding outline node, to generate the e-book Mind map.

2. according to the method described in claim 1, wherein, the determination is corresponding with the e-book to lead figure outline information Step specifically includes：

It is analyzed for the content of text of the e-book, with each object that includes in the determination e-book and described Incidence relation between each object；

According to the nodename for leading in figure outline information each outline node for including described in each object determination, according to institute It states the incidence relation between each object and determines node incidence relation between each outline node；

According to the node incidence relation between the nodename of each outline node and each outline node, create It is corresponding with the e-book to lead figure outline information.

3. according to the method described in claim 2, wherein, the object includes：Personage, and/or knowledge point；

When the object is personage, the incidence relation between the object includes：Role relation between personage and/or event Relationship；When the object is knowledge point, the incidence relation between the object includes：Inclusion relation between knowledge point and/ Or dependence.

4. according to the method described in claim 1, wherein, the determination is corresponding with the e-book to lead figure outline information Step specifically includes：

According to the nodename and/or node incidence relation of each outline node input by user, determine and the electronics Book is corresponding to lead figure outline information.

5. according to the method described in claim 4, wherein, the nodename of determination each outline node input by user And/or the step of node incidence relation, specifically includes：

Determine that the nodename of each outline node input by user and/or node association close by preset outline inlet porting System；

Wherein, the outline inlet porting further comprises：It title inlet porting for nodename to be arranged, and/or is used for The relationship inlet porting of node incidence relation is set.

6. according to any methods of claim 1-5, wherein determine outline section corresponding with the user's mark information Point, including：

According to the user's mark information and the semantic analysis result of the outline node, determine that the user's mark information corresponds to Outline node.

7. according to any methods of claim 1-5, wherein determine outline section corresponding with the user's mark information Point, including：

According to the text position of the user's mark information and the outline node in e-books, the user's mark letter is determined Cease corresponding outline node.

8. according to any methods of claim 1-5, wherein described to be added separately to correspond to by each user's mark information Outline node node content in step specifically include：

The word for belonging to target type part of speech is deleted from the user's mark information, the remaining word that is linked in sequence is handled User's mark information afterwards；

9. a kind of electronic equipment, including：Processor, memory, communication interface and communication bus, the processor, the storage Device and the communication interface complete mutual communication by the communication bus；

The memory makes the processor execute following behaviour for storing an at least executable instruction, the executable instruction Make：Determination is corresponding with the e-book to lead figure outline information；Wherein, the figure outline information of leading includes multiple outline sections Point；

10. a kind of computer storage media, an at least executable instruction, the executable instruction are stored in the storage medium Processor is set to execute following operation：