CN104699758A - Intelligent generation system and method of graphic library-associated command document - Google Patents
Intelligent generation system and method of graphic library-associated command document Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
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- G06F16/9537—Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
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- G—PHYSICS
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- G06F16/10—File systems; File servers
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Abstract
The invention provides an intelligent generation system and method of a graphic library-associated command document. The intelligent generation system comprises a knowledge base special for military terms, a command document content planning model library, a military plotting semantic understanding module, a command document content filling module and a command document text planning module. The intelligent generation method comprises the following steps: installing a geographic information system and a military plotting library; performing semantic understanding on the military plotting; searching for a command document content planning model library, and selecting a document content planning model corresponding to the military plotting; filling the document content planning model; planning the text and automatically generating a document. According to the invention, a rapid and flexible command document generation method for users, the users can automatically generate corresponding command document through the plotting and interface-interactive operation, so as to avoid the repetitive work of manually inputting the command document again after querying the plotting and the knowledge base, improve the document preparation efficiency, and make the command document generation process more automatic and intelligent.
Description
Technical field
The present invention relates to commanding document and generate field, relate to commanding document intelligent generating system and the method for a kind of graphics and text library association.
Background technology
In military activity and the activity such as rescue and relief work, anti-terrorism stability maintenance, commanding document of drawing up is one of important process of user, and commanding document comprises order, instruction, plan, circular, report etc.
The classic method of commanding document of drawing up has three kinds.One is free edit mode: the newly-built blank document of user, manual input document content, in process of drawing up can by manually checking situation map, inquiry combat data storehouse, read and understand enemy's situation, my feelings with reference to the methods such as relevant commanding document are auxiliary, except minority information copies, pastes from existing document, process of drawing up almost adopts the mode of manual input to complete completely.This method efficiency is lower; Two is the modes based on prediction scheme: user prepares commanding document prediction scheme in advance, imports existing prediction scheme when needing to draw up commanding document in operational commanding process, carries out redjustment and modification according to actual conditions to prediction scheme.This method depends on the quality of prediction scheme, and prediction scheme relies on the experience of user, is difficult to ensure that prediction scheme is accurately tight, actually still needs to carry out a large amount of amendments to prediction scheme when drawing up; Three is based on template way: due to commanding document there is format, language specification, expression way are fixed, the content feature such as clearly, are to improve the efficiency that commanding document draws up, and generally adopt the commanding document generation technique based on template at present.Instrument template comprises fixed part and blank parts.Fixed part is document set form and common sentences.Do not need when commanding document is drawn up to revise fixed part, only need to fill related content in blank parts.The filling of commanding document template blank parts has artificial filling and automatic filling two kinds of methods at present: manually fill the content being inputted commanding document template blank parts by user by hand; The commanding document template style of automatic filling adopts MS WORD document template usually, WORD bookmark is inserted in the template blank parts needing to fill, the formatted data structure setting up bookmark and commanding document is set up and is mapped (as the corresponding field of database table or the node etc. of XML file), uses the grand editting function of WORD automatically to write data to blank space by programming.
Based on the draw up shortcoming of method or system of the commanding document of template be at present:
(1) commanding document template very flexible, narrow application range.Because template is predefined, form is fixed, and not necessarily contains all situations, and user needs to carry out a large amount of amendments according to actual conditions usually, very limited to the draw up raising of efficiency of commanding document.
(2) user estimate of situation, be resolute time, usual support situation map carries out, need to mark and draw important plan (as marked and drawed leader's determination map, operation route map etc.) simultaneously, and when commanding document issues, accurately clear for accomplishing statement, usually adopt the form that textual form or text are combined with important plan.Automatic Content Transformation of user being marked on a map is that the method for corresponding document content adopts the sentence pattern method of filling a vacancy at present, automaticity is limited, is often difficult to real embody intention of fighting, and user also will be relied on to carry out judgement again and verification, and remodify, waste a large amount of time.
(3) existing method and system is not marked operation on a map, database retrieval result and commanding document combine, and the intention will expressed marking on a map after marking on a map repeat to input document, does not form unified information sharing and system for handling.
Summary of the invention
For the above-mentioned problems in the prior art, the present invention proposes commanding document intelligent generating system and the method for the association of a kind of graphics and text library, by understanding in situation map and important plan that user marks and draws the semanteme of content of marking on a map, and input in user's plotting process, pull, the interface alternation operation such as click, further clear and definite user fights intention, in conjunction with KnowledgeBase-query, intelligence generates commanding document.
To achieve these goals, the present invention by the following technical solutions.
A commanding document intelligent generating system for graphics and text library association, installs on the server, comprising: army's language special knowledge storehouse, commanding document content planning model bank, plotting of military sketch semantic understanding module, commanding document fills module, commanding document text planning module.Wherein,
Army's language special knowledge storehouse, for storing military terms, place name and general word;
Commanding document content planning model bank, for storing commanding document content planning model, described plan model is for planning structure, paragraph, the sentence sentence pattern of commanding document;
Plotting of military sketch semantic understanding module, understands for single army target semantic understanding and multiple armies target combination semantic;
Commanding document fills module, for the selection of commanding document content planning model and the determination of commanding document content;
Commanding document text planning module, generates for Sentence planning and document.
Further, described army's language special knowledge storehouse also comprises terminology bank, the bank of geographical names and general word and phrase database; Terminology bank for storing the knowledge of military class relational language, the particularly military terms that often use in marking and drawing of army's mark; The bank of geographical names comprises the general bank of geographical names and the military bank of geographical names, for being converted to place name by situation map with the location point that longitude and latitude represents; General word and phrase database is mainly used in situation map and important plan etc. and marks and draws the semantic structure analysis of file, for situation map and the semantics recognition wanting map file.
Further, described commanding document content planning model bank also provides the management function of described model bank, comprise: commanding document content planning model generation: input a large amount of existing commanding document and carry out document structure and semantic analysis, drawing-out structure feature, automatically generate such commanding document content planning model, provide foundation for automatically generating similar commanding document later; Commanding document content planning model maintenance: the functions such as the manual amendment supplied a model, deletion; Commanding document content planning model interaction: provide the relation of the commanding document content model in terms of content with incidence relation to arrange, the functions such as relevance, for providing content reference when commanding document generates automatically.
Further, described plotting of military sketch semantic understanding module is by reading situation map, wanting map file, all armies mark that traversal layer subscript is painted, extract its attribute, use army's language special knowledge storehouse, in conjunction with the terminology bank in army's language special knowledge storehouse and the bank of geographical names, semantic analysis is carried out to the file of situation map, important plan, therefrom obtain meeting the element information that semantic frame represents, realize the semantic understanding of plotting of military sketch.
Further, described commanding document fills module selects corresponding commanding document content model automatically according to the output of plotting of military sketch semantic understanding module; According to the commanding document content selected, plan model and Schema set and fill; Fill content sources in the output of plotting of military sketch semantic understanding module, by the information obtained in user interface interaction operation (as inputted, clicking, pull), the related content transferred in knowledge base.
Further, the model in described commanding document content planning model bank adopts Schema tree representation, and Schema tree node comprises Root, Paragraph, Sentence, Argument and Modify, and Root is root node, represents in full; Some Paragraph child nodes under Root, represent paragraph; Sentence represents a sentence, and the BSR semantic component of sentence represents with Argument, and the ornamental equivalent Modify of Argument identifies.
Further, the Sentence planning function of described commanding document text planning module is optimized realization by the sentence exported commanding document fills module according to the principle of optimality; Described document systematic function is by being converted to sentence, the paragraph of commanding document and realizing in full by fills and the commanding document Schema tree structure after optimizing.
Apply the commanding document intelligent generation method that described system carries out graphics and text library association, comprise the following steps:
Step one, installs Distribution GIS (GeographicalInformation System) and army's mark storehouse on the server; GIS is for showing electronic chart; Army's mark storehouse is marked and the army's of providing target management maintenance for storing various army, to support that the user's army's of use mark on electronic chart marks and draws situation map, important plan;
Step 2, using user mark and draw situation map and want map file as input, semantic understanding is carried out to plotting of military sketch;
Step 3, with the output of plotting of military sketch semantic understanding module for foundation, search commanding document content planning model bank, selects the document content planning model corresponding with plotting of military sketch;
Step 4, fills document content planning model; Filling content sources is: the output of plotting of military sketch semantic understanding module, the information obtained in user interface interaction operation (as inputted, clicking, pull), the related content etc. transferred in army's language special knowledge storehouse.
Step 5, commanding document text planning module is optimized the document content planning model after filling content and document generates automatically, obtains commanding document.
Compared with prior art, beneficial effect of the present invention is:
The present invention is a kind of commanding document generation method that user provides fast and flexible, user is by marking on a map and the interface alternation formula operation corresponding commanding document of generation automatically, avoid mark on a map, the repeated work of manual typing commanding document again after KnowledgeBase-query, improve document to draw up efficiency, commanding document generative process is robotization and intellectuality more.
Accompanying drawing explanation
Fig. 1 is the composition frame chart of system involved in the present invention;
Fig. 2 is the process flow diagram of method involved in the present invention;
Fig. 3 is that commanding document content planning model Schema sets schematic diagram.
Embodiment
Below in conjunction with drawings and Examples, the specific embodiment of the present invention is described in further detail.Following examples for illustration of the present invention, but are not used for limiting the scope of the invention.
Fig. 1 is the composition frame chart of the commanding document intelligent generating system of a kind of graphics and text library association, comprise: army's language special knowledge storehouse 1, commanding document content planning model bank 2, plotting of military sketch semantic understanding module 3, commanding document fills module 4, commanding document text planning module 5.
Apply described system and carry out the method flow diagram of commanding document intelligence generation as shown in Figure 2, specifically comprise the following steps:
S1, on the server installation GIS and army's mark storehouse.
GIS is for showing electronic chart; Army's mark storehouse, marks and the army's of providing target management maintenance for storing various army, to support that the user's army's of use mark on electronic chart marks and draws situation map, important plan etc.
S2, the army's of foundation language special knowledge storehouse 1.
Army's language special knowledge storehouse 1 serves primarily in the parsing of situation map, important plan, and for the analysis of situation map, important plan, element information extracts provides accurate, reliable, detailed and comparatively complete relevant knowledge.
Army's language special knowledge storehouse 1 forms primarily of terminology bank, the bank of geographical names and general word and phrase database.Terminology bank stores the knowledge of military class relational language, contains normally used military terms when user marks and draws situation map, important plan.The bank of geographical names is made up of general place name and military place name, for obtaining information of place names service when generating commanding document by position coordinates.General word and phrase database is mainly used in the semantic structure of sentences analysis of free text, is obtained the element information of agreement needs by the semantic structure analysis of text.
Army's language special knowledge storehouse 1 mainly stores with the form of relational database, externally provides special administration interface to carry out adding, revises, the work such as deletion, so that the expansion of rule and amendment.Meanwhile, army's language special knowledge storehouse needs the knowledge Base article converting binary data form to, uses for plotting of military sketch semantic analyzer.
Terminology bank in army's language special knowledge storehouse 1 can be obtained by Dictionary of Military Terms, is obtained the military terms commonly used, with the term of structuring agreement strong correlation by screening.The bank of geographical names, in conjunction with the existing general bank of geographical names and the military bank of geographical names, obtains by enriching constantly and improving.
S3, set up commanding document content planning model bank 2 based on Schema.
Commanding document content Schema is the expression of commanding document sentence structure mode standard, and namely document content planning is structure Schema tree and filling process.Schema tree node is divided into Root, Paragraph, Sentence, Argument and Modify.Root is root node, represents in full.Some Paragraph child nodes under Root, represent paragraph.Sentence represents a sentence, and the BSR semantic component of sentence represents with Argument, and the ornamental equivalent Modify of Argument identifies.As shown in Figure 3, Root and the Paragraph node of the Schema of certain commanding document is expressed as structural drawing: overall planning enemy's situation & higher level intention of operation & task at the corresponding levels and resolution & friendly neighbour task & operation demarcation line & joint portion ensure (0|1) & tactical disposition & organize and direct & stage * & take action * & complete to fight prepare the time limit.
Semantics recognition and the intention of fighting of S4, plotting of military sketch are understood.
Army's mark semantics recognition is carried out to important plan, situation map that user marks and draws, comprises and identification is combined to the identification of single military label and multiple label.Read the XML file of important plan, situation map, extract its determinant attribute, use word knowledge base, realize the semantic analysis in the XML text of important plan, situation map in conjunction with terminology bank and the bank of geographical names, and therefrom obtain meeting the element information that semantic frame represents.
Obtain army's mark and there is specific meanings and intention.Single semantic relation is simulated by series model by intention assessment exactly, distinguishes main purpose and auxiliary intention, thus catches operation key link, for the realization automatically generating commanding document according to plotting of military sketch provides language ambience information.Intention assessment realizes in two steps: the first step, based on the entity relationship of having caught, utilizes intent model analysis operation to be intended to; Second step, by sequence intent model, in conjunction with context of co-text information, organizes operation intention, and distinguishes main purpose and auxiliary intention.
The filling of S5, commanding document content planning model.
Plotting of military sketch semantic analysis result is used to fill commanding document content planning model Schema tree.As obtained commanding allocation position in one's power to after deployment of forces figure semantic analysis, filling Sentence code populates content in commanding document content planning model Schema tree is the Argument attribute of " command post's marshalling ", the Modify attribute that this node is corresponding is filled content and is comprised command post's title, disposition region, coordinate (X, Y), configures regional place name etc.
The related content etc. of inquiry in army's language special knowledge storehouse 1 is used to carry out the filling of document content planning model.As the information such as deployment of forces, equipment collocation according to the corresponding organizational system in combat forces in sentence (army's title, designation etc. as in marshalling) retrieval combat data storehouse, search in document Schema the unit needing to fill, the result after inquiry is packed into appropriate section.
By human-computer interaction interface, under interface guides, by input, pulling, the interface interactions such as click, in form frame, insert relevant information, fast with various ways output commanding documents such as word, form, writings, as:
Troops organize into groups: on operation marshalling template basis, can pull the organized data with database association, finally formed and weave into marshals file, weave into marshals data and automatically can write commanding document.
Deployment of forces: the window interface can weaved into display operation selects troops' node to be dragged on electronic chart, the military symbols that display is consistent with troops entity attributes on map, carry out deployment of forces, place name and the coordinate of disposing ground can write commanding document automatically.
Station acquisition: geography information can be gathered by clicking the mode of operation formulas such as selection, frame choosing on electronic chart, the relevant position of write commanding document automatically.
S6, commanding document text planning and commanding document generate.
Commanding document text planning module 5 is used to carry out text planning to the commanding document content planning model after filling content, sentence optimization polymerization is carried out to commanding document content planning model Schema tree, the methods such as main employing substitutes, merging, omission, adjustment sentence structure, support that user directly opens WORD and further edits the document automatically generated simultaneously, finally generate commanding document file.
Claims (8)
1. the commanding document intelligent generating system of a graphics and text library association, install on the server, it is characterized in that comprising: army's language special knowledge storehouse (1), commanding document content planning model bank (2), plotting of military sketch semantic understanding module (3), commanding document fills module (4), commanding document text planning module (5); Wherein,
Army's language special knowledge storehouse (1), for storing military terms, place name and general word;
Commanding document content planning model bank (2), for storing commanding document content planning model, described plan model is for planning structure, paragraph, the sentence sentence pattern of commanding document;
Plotting of military sketch semantic understanding module (3), understands for single army target semantic understanding and multiple armies target combination semantic;
Commanding document fills module (4), for the selection of commanding document content planning model and the determination of commanding document content;
Commanding document text planning module (5), generates for Sentence planning and document.
2. the commanding document intelligent generating system of graphics and text library association according to claim 1, it is characterized in that, described army's language special knowledge storehouse (1) also comprises terminology bank, the bank of geographical names and general word and phrase database; Terminology bank for storing the knowledge of military class relational language, the particularly military terms that often use in marking and drawing of army's mark; The bank of geographical names comprises the general bank of geographical names and the military bank of geographical names, for being converted to place name by situation map with the location point that longitude and latitude represents; General word and phrase database is mainly used in situation map and important plan etc. and marks and draws the semantic structure analysis of file, for situation map and the semantics recognition wanting map file.
3. the commanding document intelligent generating system of graphics and text library association according to claim 1, it is characterized in that, described commanding document content planning model bank (2) also provides the management function of described model bank, comprise: commanding document content planning model generation: input a large amount of existing commanding document and carry out document structure and semantic analysis, drawing-out structure feature, automatically generate such commanding document content planning model, provide foundation for automatically generating similar commanding document later; Commanding document content planning model maintenance: the functions such as the manual amendment supplied a model, deletion; Commanding document content planning model interaction: provide the relation of the commanding document content model in terms of content with incidence relation to arrange, the functions such as relevance, for providing content reference when commanding document generates automatically.
4. the commanding document intelligent generating system of graphics and text library association according to claim 1, it is characterized in that, described plotting of military sketch semantic understanding module (3) is by reading situation map, wanting map file, all armies mark that traversal layer subscript is painted, extract described army mark attribute, use army's language special knowledge storehouse (1), in conjunction with the terminology bank in army's language special knowledge storehouse (1) and the bank of geographical names, semantic analysis is carried out to the file of situation map, important plan, therefrom obtain meeting the element information that semantic frame represents, realize the semantic understanding of plotting of military sketch.
5. the commanding document intelligent generating system of graphics and text library association according to claim 1, it is characterized in that, described commanding document fills module (4) selects corresponding commanding document content model automatically according to the output of plotting of military sketch semantic understanding module (3); According to the commanding document content selected, plan model is also filled; Fill content sources in the output of plotting of military sketch semantic understanding module (3), the information obtained in being operated by user interface interaction, the related content transferred in army's language special knowledge storehouse (1).
6. the commanding document intelligent generating system of graphics and text library association according to claim 1, it is characterized in that, model in described commanding document content planning model bank (2) adopts Schema tree representation, Schema tree node comprises Root, Paragraph, Sentence, Argument and Modify, Root is root node, represents in full; Some Paragraph child nodes under Root, represent paragraph; Sentence represents a sentence, and the BSR semantic component of sentence represents with Argument, and the ornamental equivalent Modify of Argument identifies.
7. the commanding document intelligent generating system of the graphics and text library association according to any one in claim 1 ~ 6, it is characterized in that, the Sentence planning function of described commanding document text planning module (5) is by being optimized realization to the sentence that commanding document fills module (4) exports according to the principle of optimality; Described document systematic function is by being converted to sentence, the paragraph of commanding document and realizing in full by fills and the commanding document Schema tree structure after optimizing.
8. application rights requires that described in 1, system carries out a commanding document intelligent generation method for graphics and text library association, is characterized in that comprising the following steps:
Step one, installs Distribution GIS and army's mark storehouse on the server; GIS is for showing electronic chart; Army's mark storehouse is marked and the army's of providing target management maintenance for storing various army, to support that the user's army's of use mark on electronic chart marks and draws situation map, important plan;
Step 2, using user mark and draw situation map and want map file as input, semantic understanding is carried out to plotting of military sketch;
Step 3, with the output of plotting of military sketch semantic understanding module (3) for foundation, search commanding document content planning model bank (2), selects the document content planning model corresponding with plotting of military sketch;
Step 4, fills document content planning model; Filling content sources is: the output of plotting of military sketch semantic understanding module (3), the information obtained in user interface interaction operation, the related content transferred in army's language special knowledge storehouse (1);
Step 5, commanding document text planning module (5) carries out text planning to the document content planning model after filling content and document generates automatically, obtains commanding document.
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| CN108536720A (en) * | 2017-03-06 | 2018-09-14 | 株式会社日立制作所 | Conceive assisting system and design support method |
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| CN116136873A (en) * | 2023-04-04 | 2023-05-19 | 中国电子科技集团公司第十五研究所 | Intelligent evaluation unit and method for military plotting integrating context and military semantics |
| CN116136873B (en) * | 2023-04-04 | 2023-06-23 | 中国电子科技集团公司第十五研究所 | Intelligent evaluation device and method for military plotting integrating context and military semantics |
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