CN117787800A - Authentication management system based on engineering construction - Google Patents
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- CN117787800A CN117787800A CN202311848063.8A CN202311848063A CN117787800A CN 117787800 A CN117787800 A CN 117787800A CN 202311848063 A CN202311848063 A CN 202311848063A CN 117787800 A CN117787800 A CN 117787800A
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- 238000004364 calculation method Methods 0.000 claims abstract description 21
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- 238000003326 Quality management system Methods 0.000 description 8
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- 238000000605 extraction Methods 0.000 description 2
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
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Abstract
The invention discloses an authentication management system based on engineering construction, which relates to the technical field of engineering system authentication and comprises an information storage end, an engineering file identification end, an information matching end, an authentication analysis end and a comprehensive evaluation end, wherein the authentication management system comprises an execution verb in an authentication file, performing association calculation on the execution verb and a characteristic parameter according to the execution verb in the authentication file, obtaining flow authentication according to a calculation result, dividing the flow authentication into different project monomers, positioning the project monomers in legal files, obtaining a text according to an execution step model frame and key implementation words in the text, performing association calculation on sentence segments in the project monomers and the key implementation words, classifying the sentence segments in the model frame according to the association calculation result, calculating an evaluation value of the project monomers after classification, obtaining a defect project and a qualified project according to the evaluation value of the defect project, and improving the accuracy of evaluation in the engineering construction process.
Description
Technical Field
The invention belongs to the technical field of engineering system authentication, and particularly relates to an authentication management system based on engineering construction.
Background
In engineering construction, the authentication of a quality management system is a very important link, and according to the requirements of the quality management system and the quality management standards of engineering construction enterprises, the engineering construction enterprises need to authenticate the quality management system. These specifications and standards are intended to improve the level of quality management for construction enterprises, ensuring that a good quality construction product is provided to society.
But in the engineering construction process, a quality management system file is usually compiled and used for establishing perfect system management in the construction process, but in the process of authenticating the quality management system file in the engineering, professional authentication agency personnel usually authenticate the quality management system file, but the subjectivity is strong during manual authentication, and omission exists during authentication of the quality management system file, so that evaluation and decision-making of projects are affected.
Disclosure of Invention
The present invention aims to solve at least one of the technical problems existing in the prior art; therefore, the invention provides an authentication management system based on engineering construction, which is used for solving the technical problems.
In order to achieve the above purpose, the present invention proposes the following solutions: an authentication management system based on engineering construction, comprising:
the information storage end is used for storing legal files and characteristic parameters in the engineering construction information based on the engineering construction information;
the engineering file identification end acquires the executive verb based on the content in the authentication file, carries out association degree calculation on the executive verb and the characteristic parameters, and obtains flow authentication according to a calculation result;
the information matching end divides the process authentication into different project monomers according to chapter content based on the content in the process authentication, and locates the project monomers in legal documents to obtain a basis text;
the authentication analysis end sets a model frame and key implementation words of the model frame based on execution steps in the text, calculates the association degree of sentence segments in the project monomer and the key implementation words at the same time, classifies the sentence segments in the model frame according to the association degree calculation result, and calculates the complete value of the project monomer according to the association value after classification;
and the comprehensive evaluation terminal calculates the evaluation value of the project monomer based on the complete value of the project monomer, and obtains a defect project and a qualified project according to the evaluation value.
As a further scheme of the invention, a file storage unit and a feature storage unit are arranged in the information storage end;
the file storage unit acquires legal files related to the project based on the project, marks the legal files as standard files, and stores the standard files at the same time;
the feature storage unit stores authentication features, wherein the authentication features comprise feature parameters of flow authentication and feature parameters of project authentication, the flow authentication and the project authentication refer to marking files authenticated on line as flow authentication and marking files authenticated on construction sites as project authentication according to different sites in the authentication process.
As a further scheme of the invention, the acquisition method of the flow authentication comprises the following steps:
s1: based on the authentication file, extracting a main title in the authentication file, wherein the main title refers to the title of each chapter in the authentication file;
s2: based on the main title in the authentication file, extracting the words in the main title to obtain key elements, and arranging the key elements according to the original positions to obtain a key set;
s3: extracting a verb in a key set, acquiring a prefix of the verb, combining the prefix and the verb into an executive verb, calculating the association degree between the executive verb and the authentication feature, respectively obtaining a flow association value and an item association value, comparing the flow association value with the item association value, acquiring an association value with the largest value, attributing a main title to the association value with the largest value, and performing the verb, namely combining the verb in the main title with one nearest noun before the verb;
s4: and (3) processing all main titles in the authentication file according to the steps S2 and S3, dividing chapter contents in the authentication file into flow authentication and project authentication, acquiring the contents in the flow authentication, and transmitting the flow authentication to the project of the information matching end through the engineering file identification end.
As a further scheme of the invention, the text-based acquisition method comprises the following steps:
taking a section in the process authentication as a whole, marking the section as a project monomer, and obtaining a core phrase in the project monomer, wherein the core phrase is the word with the highest occurrence frequency in the project monomer;
and searching the core phrase in the standard file to obtain a matching text.
When only one matching text exists, the matching text is directly marked as a basis text, if a plurality of matching texts exist, the vocabulary corresponding to the core phrase in the matching text is obtained, the occurrence frequency is calculated, and the matching text with the highest occurrence frequency is used as the highest importance level text and marked as the basis text.
As a further scheme of the invention, the calculation method of the complete value is as follows:
extracting execution steps in the text according to the content in the text, marking each execution step as a model frame according to the logic of the execution step, and connecting the model frames according to the logic sequence;
deleting the modifier in the execution step, marking the rest words as keywords, and simultaneously recombining the keywords to obtain key implementation words of the model framework, wherein the modifier refers to adverbs for defining logic;
dividing the content in the project monomer into a plurality of sentence fragments, carrying out association degree calculation on the content in each sentence fragment and the key implementation words in the model frame, and when the association degree is greater than or equal to a threshold A1, inducing the sentence fragments into the corresponding frames at the moment, otherwise, marking the sentence fragments as irrelevant paragraphs, and deleting the sentence fragments;
after all sentence segments in the project monomer are summarized, the method is based on a formulaThe complete values WX, i=1, 2, … …, I of the project monomer are obtained, I model frames exist, ai represents weight coefficients in the model frames I, and Gi represents a correlation mean in the model frames I.
As a further aspect of the invention, sentence segments in project monomers are divided according to punctuation marks, which are set as commas and periods.
As a further scheme of the invention, the method for acquiring the defect item and the qualified item comprises the following steps:
based on the formulaThe evaluation value Xj of the item is obtained, wherein the value of the evaluation value Xj is 1 to J, the existence of J item monomers is indicated, qj indicates the preset score of the item monomer J, WYj indicates the preset complete value of the item monomer J, the evaluation value Xj is compared with a reference value, when the evaluation value Xj is smaller than the reference value, the item monomer is marked as a defect item, and otherwise, the item monomer is marked as a qualified item.
The invention further comprises an output terminal for displaying the defect item, the qualified item and the evaluation value thereof, and marking the qualified item as passing the authentication.
The method further comprises a time verification end, wherein the time verification end is used for comparing the implementation time of the standard text with the authentication time of the authentication file, and when the authentication time of the authentication file is in the middle of the release time of the standard text and the implementation time of the authentication file, the standard text is marked as the standard text in the legal file implementation time by taking the implementation time of the standard text as a reference.
Compared with the prior art, the invention has the beneficial effects that:
according to the method, the process authentication is obtained by analyzing the authentication file, meanwhile, the content of the process authentication and the content in the standard text are processed to obtain the basis text, meanwhile, the model frame is constructed according to the content in the basis text, the key implementation words of the model frame are obtained, then, the content in the process authentication and the key implementation words are processed and calculated to obtain the defective item and the qualified item, on one hand, the evaluation accuracy is improved, and on the other hand, the authentication efficiency of the item file is improved.
Drawings
FIG. 1 is a schematic diagram of a system frame of the present invention;
fig. 2 is a schematic diagram of a flow frame of the present invention.
Detailed Description
The technical solutions of the present invention will be clearly and completely described in connection with the embodiments, and it is obvious that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Embodiment one:
referring to fig. 1 and fig. 2, the application provides an authentication management system based on engineering construction, which comprises an information storage end, an engineering file input end, an engineering file identification end, an information matching end, an authentication analysis end, a comprehensive evaluation end and an output terminal;
the information storage end stores engineering construction information, the engineering construction information comprises standard files and authentication features, and the specific information storage end is provided with a file storage unit and a feature storage unit;
the file storage unit obtains legal files related to the project and marks the legal files as standard files, and stores the standard files at the same time, and it is required to be noted that the legal files are legal files of the latest version, in this embodiment, legal documents related in engineering construction include "quality management system requirements" and "quality management standards of engineering construction enterprises", etc., and the document storage unit transmits the standard document to the information matching end;
the method comprises the steps that a feature storage unit stores authentication features, wherein the authentication features comprise feature parameters of flow authentication and feature parameters of project authentication, specifically, the flow authentication and the project authentication are respectively set based on different sites in the authentication process, the sites of the flow authentication are set to be online, namely an authentication management system, the sites of the project authentication are set to be construction sites, namely the environment and construction quality of the construction sites are detected, the feature parameters of the flow authentication and the feature parameters of the project authentication are set by a person skilled in the art, and then the feature storage unit transmits the authentication features to an engineering file identification end;
the engineering file input end inputs an authentication file, wherein the authentication file refers to a management file manufactured in engineering construction, and the specific management file comprises a quality manual, a program file, an operation instruction book, a quality record and the like;
the engineering file identification end identifies the content in the authentication file based on the content in the authentication file, marks the content in the authentication file as flow authentication and project authentication according to the identification result, and the specific identification method comprises the following steps:
s1: based on the authentication file, a main title is extracted from the authentication file, and the main title refers to the title of each chapter in the authentication file, for example, there is one authentication file, the authentication file is provided with a plurality of chapter contents, the set title in each chapter is the main title, and specifically, the first chapter: job function confirmation of engineering project department, second chapter: a construction quality control measure, a third chapter … …, in which project department personnel functions to confirm the main title of the first chapter, the construction quality control measure being the main title of the second chapter;
s2: based on the main title in the authentication file, the content in the chapter is pre-judged, namely, the words in the main title are subjected to element extraction to obtain key elements, and meanwhile, the key elements are arranged according to the original position to obtain a key set, for example: the main topic is the job confirmation of engineering project department personnel, the key elements are obtained after element extraction, and then the key elements are combined into a key set { engineering, project department, personnel, job, confirmation };
s3: extracting verbs from a key set, acquiring prefixes of the verbs, combining the prefixes and the verbs to form an executing verb, respectively calculating association degrees between the executing verbs and authentication features to obtain a flow association value and an item association value, simultaneously comparing the flow association value with the item association value to obtain an association value with the largest numerical value, attributing a main title to the association value with the largest numerical value, wherein the executing verb is a combination of the verb in the main title and one noun closest to the verb, for example, in a keyword set { project, project department, personnel, function and confirmation }, the verb is confirmation, one noun closest to the verb is function, at this time, the executing verb is function confirmation, the association degree calculation is that in the prior art, word2vec is adopted to convert Word meaning into a vector and then cosine similarity is used for obtaining, and a specific calculation process is not repeated here;
s4: processing all main titles in the authentication file according to the steps S2 and S3, dividing chapter content in the authentication file into flow authentication and project authentication, transmitting the flow authentication to an information matching end project by an engineering file identification end, and analyzing only the flow authentication because the project authentication is actually inspected at a construction site;
the information matching end identifies the position of the information matching end in the standard file based on the content in the process authentication, marks the content of the standard file related in the authentication process as a basis text, and the specific text-based positioning method comprises the following steps:
taking a section in the process authentication as a whole, marking the section as a project monomer, and obtaining a core phrase in the project monomer, wherein the core phrase is the word with the highest occurrence frequency in the project monomer;
then searching the core word group in the standard file to obtain a matched text, when only one matched text exists, directly marking the matched text as a basis text, if a plurality of matched texts exist, calculating the importance level of the core word group in the matched text, selecting the text with the highest importance level, marking the text as the basis text, simultaneously marking the rest matched texts as auxiliary texts, and simultaneously, calculating the importance level of the core word group in the matched text by the method comprising the following steps: acquiring corresponding words of the core phrase in the matched text, calculating the occurrence frequency, and marking the matched text with the highest occurrence frequency as a basis text;
then the information matching end binds the item monomer in the process authentication with the corresponding basis text and transmits the item monomer to the authentication analysis end;
the authentication analysis terminal builds an analysis model according to the management flow in the text, sequentially puts the content in the project monomer into the frames in the corresponding models, analyzes the content in each frame to obtain the complete value of the project monomer, and then transmits the complete value of the project monomer to the comprehensive evaluation terminal, wherein the specific method for acquiring the complete value of the project monomer comprises the following steps:
according to the content in the text, a model frame is firstly constructed, and the specific model frame construction method comprises the following steps: extracting execution steps in the text, marking each execution step as a model frame according to logic of the execution step, and connecting the model frames according to logic sequence;
extracting keywords in the executing step, and marking the extracted keywords as key implementation words of the model framework, wherein the specific method for acquiring the key implementation words comprises the following steps: deleting modifier words in the execution step, wherein the rest words can form a complete execution sentence, marking the execution sentence formed by the modifier words as key implementation words, and the modifier words refer to adverbs for limiting logic, such as: suitably, if necessary, etc.;
dividing the content in the project monomer into a plurality of sentence segments, performing association degree calculation on the content in each sentence segment and key implementation words in the model frame, when the association degree is greater than or equal to a threshold A1, inducing the sentence segments into corresponding frames at the moment, otherwise, when the association degree is smaller than the threshold A1, marking the sentence segments as irrelevant paragraphs and deleting the sentence segments, wherein the sentence segments in the project monomer are divided according to punctuation marks, preferably, the punctuation marks in the embodiment are set as commas and periods, the association degree calculation is preferably a cosine calculation formula in the embodiment, the specific calculation method is the prior art, no repeated description is performed here, and the threshold A1 is set by a person skilled in the art;
after all sentence segments in the project monomer are summarized, the method is based on a formulaObtaining complete values WX, i=1, 2, … … and I of the project monomer, wherein the complete values represent that I model frames exist, ai represents weight coefficients in the model frames I, and Gi represents a correlation mean value in the model frames I;
the authentication analysis end transmits the complete values of all the project monomers in the process authentication to the comprehensive evaluation end;
the comprehensive evaluation end is used for based on a formula according to the complete value in the project monomerObtaining an evaluation value Xj of an item, wherein the value of the evaluation value Xj is 1 to J, the evaluation value represents that J item monomers exist, qj represents a preset score of the item monomer J, WYj represents a preset complete value of the item monomer J, the evaluation value Xj is compared with a reference value, when the evaluation value Xj is smaller than the reference value, the item monomer is marked as a defective item, otherwise, when the evaluation value Xj is larger than or equal to the reference value, the item monomer is marked as a qualified item;
finally, the comprehensive evaluation terminal transmits the defect item and the qualified item as well as the evaluation value corresponding to the defect item and the qualified item to the output terminal;
and the output terminal displays the defect item and the qualified item according to the evaluation value of the defect item and the qualified item, and marks the qualified item as passing the authentication.
Real-time example two:
the difference between the embodiment and the embodiment is that the embodiment further includes a time checking end, which is configured to compare the implementation time of the standard text with the authentication time of the authentication file, and select the standard text based on the implementation time of the standard text when the authentication time of the authentication file is intermediate between the release time of the standard text and the implementation time of the authentication file, specifically, when the authentication file at this time does not reach the implementation time of the standard text released most recently, the standard text is set as the legal file of the previous version, and when the authentication file reaches the implementation time of the standard text released most recently, the legal file released most recently is set as the standard text;
embodiment III:
the present embodiment is used for fusing and implementing the first embodiment and the second embodiment based on the first embodiment and the second embodiment.
The partial data in the formula are all obtained by removing dimension and taking the numerical value for calculation, and the formula is a formula closest to the real situation obtained by simulating a large amount of collected data through software; the preset parameters and the preset threshold values in the formula are set by those skilled in the art according to actual conditions or are obtained through mass data simulation.
The above embodiments are only for illustrating the technical method of the present invention and not for limiting the same, and it should be understood by those skilled in the art that the technical method of the present invention may be modified or substituted without departing from the spirit and scope of the technical method of the present invention.
Claims (10)
1. An authentication management system based on engineering construction is characterized by comprising:
the information storage end is used for storing legal files and characteristic parameters in the engineering construction information based on the engineering construction information;
the engineering file identification end acquires the executive verb based on the content in the authentication file, carries out association degree calculation on the executive verb and the characteristic parameters, and obtains flow authentication according to a calculation result;
the information matching end divides the process authentication into different project monomers according to chapter content based on the content in the process authentication, and locates the project monomers in legal documents to obtain a basis text;
the authentication analysis end sets a model frame and key implementation words of the model frame based on execution steps in the text, calculates the association degree of sentence segments in the project monomer and the key implementation words at the same time, classifies the sentence segments in the model frame according to the association degree calculation result, and calculates the complete value of the project monomer according to the association value after classification;
and the comprehensive evaluation terminal calculates the evaluation value of the project monomer based on the complete value of the project monomer, and obtains a defect project and a qualified project according to the evaluation value.
2. The authentication management system based on engineering construction according to claim 1, wherein a file storage unit and a feature storage unit are arranged in the information storage terminal;
the file storage unit acquires legal files related to the project based on the project, marks the legal files as standard files, and stores the standard files at the same time;
the feature storage unit stores authentication features, wherein the authentication features comprise feature parameters of flow authentication and feature parameters of project authentication, the flow authentication and the project authentication refer to marking files authenticated on line as flow authentication and marking files authenticated on construction sites as project authentication according to different sites in the authentication process.
3. The authentication management system based on engineering construction according to claim 1, wherein the process authentication obtaining method is as follows:
s1: based on the authentication file, extracting a main title in the authentication file, wherein the main title refers to the title of each chapter in the authentication file;
s2: based on the main title in the authentication file, extracting the words in the main title to obtain key elements, and arranging the key elements according to the original positions to obtain a key set;
s3: extracting a verb in a key set, acquiring a prefix of the verb, combining the prefix and the verb into an executive verb, calculating the association degree between the executive verb and the authentication feature, respectively obtaining a flow association value and an item association value, comparing the flow association value with the item association value, acquiring an association value with the largest value, attributing a main title to the association value with the largest value, and performing the verb, namely combining the verb in the main title with one nearest noun before the verb;
s4: and (3) processing all main titles in the authentication file according to the steps S2 and S3, dividing chapter contents in the authentication file into flow authentication and project authentication, acquiring the contents in the flow authentication, and transmitting the flow authentication to the project of the information matching end through the engineering file identification end.
4. The authentication management system based on engineering construction according to claim 1, wherein the text-based acquisition method is as follows:
taking a section in the process authentication as a whole, marking the section as a project monomer, and obtaining a core phrase in the project monomer, wherein the core phrase is the word with the highest occurrence frequency in the project monomer;
and searching the core phrase in the standard file to obtain a matching text.
5. The authentication management system based on engineering construction according to claim 4, wherein when only one matching text exists, the matching text is marked as a basis text directly, and when a plurality of matching texts exist, the vocabulary corresponding to the core phrase in the matching text is obtained, the occurrence frequency is calculated, and the matching text with the highest occurrence frequency is used as the highest importance level text and marked as the basis text.
6. The authentication management system based on engineering construction according to claim 1, wherein the calculation method of the complete value is as follows:
extracting execution steps in the text according to the content in the text, marking each execution step as a model frame according to the logic of the execution step, and connecting the model frames according to the logic sequence;
deleting the modifier in the execution step, marking the rest words as keywords, and simultaneously recombining the keywords to obtain key implementation words of the model framework, wherein the modifier refers to adverbs for defining logic;
dividing the content in the project monomer into a plurality of sentence fragments, carrying out association degree calculation on the content in each sentence fragment and the key implementation words in the model frame, and when the association degree is greater than or equal to a threshold A1, inducing the sentence fragments into the corresponding frames at the moment, otherwise, marking the sentence fragments as irrelevant paragraphs, and deleting the sentence fragments;
after all sentence segments in the project monomer are summarized, the method is based on a formulaThe complete values WX, i=1, 2, … …, I of the project monomer are obtained, I model frames exist, ai represents weight coefficients in the model frames I, and Gi represents a correlation mean in the model frames I.
7. The authentication management system based on engineering construction according to claim 6, wherein sentence segments in project monomers are divided according to punctuation marks, and the punctuation marks are set as commas and periods.
8. The authentication management system based on engineering construction according to claim 1, wherein the method for acquiring the defect item and the qualified item is as follows:
based on the formulaThe evaluation value Xj of the obtained item is 1 to J, which indicates that J item monomers exist, qj indicates the preset score of the item monomer J, and WYj indicatesAnd comparing the evaluation value Xj with a reference value, and marking the item monomer as a defective item when the evaluation value Xj is smaller than the reference value, otherwise marking the item monomer as a qualified item.
9. The authentication management system based on engineering construction according to claim 8, further comprising an output terminal for displaying the defect item and the qualified item and the evaluation value thereof, and marking the qualified item as passing authentication.
10. The authentication management system based on engineering construction according to claim 1, further comprising a time check terminal for comparing the implementation time of the standard text with the authentication time of the authentication document, and marking the document as the standard text in the legal document implementation time based on the implementation time of the standard text when the authentication time of the authentication document exists in the middle between the release time of the standard text and the implementation time thereof.
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