CN113822649B - Digital archives collection system of fire control - Google Patents

Digital archives collection system of fire control Download PDF

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CN113822649B
CN113822649B CN202111092472.0A CN202111092472A CN113822649B CN 113822649 B CN113822649 B CN 113822649B CN 202111092472 A CN202111092472 A CN 202111092472A CN 113822649 B CN113822649 B CN 113822649B
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file
paper
weighing
auditing
information
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CN113822649A (en
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王跃
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Anhui Telecom Planning and Design Co Ltd
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/211Schema design and management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2455Query execution
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • G06F40/211Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars

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Abstract

The invention discloses a fire-fighting digital file acquisition system, relates to the technical field of digital files, and solves the technical problem of fire-fighting digital file acquisition; the weighing module is used for weighing and auditing the paper file; the weighing and auditing method comprises the following steps: weighing the weight of each sheet of paper of the paper file to generate a weighing form; scanning and weighing the paper file to generate a scanning form; comparing the weight of the same sheet of paper in the weighing form with that of the same sheet of paper in the scanning form, and when all the sheets of the paper file are qualified, passing weighing verification; transmitting the scanned image to an information identification module; the information identification module is used for generating an electronic version file and collecting electronic version file input information; then, the input information, the electronic version file and the scanned image are sent to an auditing module; the auditing module is used for forming an electronic version modification file and sending the electronic version modification file to the modification module; and the modification module is used for modifying the electronic version modification file and generating a digital file. The invention has reasonable design and is convenient for the digital archives collection of fire fighting.

Description

Digital archives collection system of fire control
Technical Field
The invention belongs to the technical field of digital files, and particularly relates to a fire-fighting digital file acquisition system.
Background
Because of the specificity of fire-fighting work, paper files generated on the fire-fighting work site are easy to be contaminated by pollutants such as water, soil and the like, if the files are directly recorded in a mode of scanning, the files can be contaminated during calling and checking, the phenomenon of unclear scanning images can occur, and at the moment, the original is also possibly polluted due to overlong time, so that the original is unclear. Therefore, there is a need for a digital file collection system for fire protection files that improves the quality of digital file collection.
Disclosure of Invention
The invention provides a fire-fighting digital file acquisition system which is used for solving the technical problem of fire-fighting digital file acquisition.
The aim of the invention can be achieved by the following technical scheme:
fire control digital archives collection system includes:
the weighing module is used for weighing and auditing the paper file; the specific weighing and auditing process comprises the following steps:
weighing the weight of each sheet of paper of the paper file, and obtaining the weight information of each sheet of paper to generate a weighing form; scanning and weighing the paper file to generate a scanning image and a scanning form; comparing the weight of the same sheet of paper in the weighing form with the weight of the same sheet of paper in the scanning form, obtaining an absolute value C of the difference between the weighing weight and the scanning weight value of the same sheet of paper, judging that the paper is unqualified when the C is larger than or equal to a set threshold value, judging that the paper is qualified when the C is smaller than the set threshold value, and judging that the weighing audit is passed when all the papers of the paper file are qualified; transmitting the scanned image to an information identification module;
the information identification module is used for carrying out character identification, form identification and image identification on the scanned image, generating an electronic edition file and collecting input information of the electronic edition file; then, the input information, the electronic version file and the scanned image are sent to an auditing module;
the auditing module is used for auditing the input information, the electronic version file and the scanned image, generating an electronic version modification file and sending the electronic version modification file to the modification module;
and the modification module is used for modifying the electronic version modification file and generating a digital file.
Further, the specific process of scanning and weighing comprises the following steps:
obtaining paper used by the paper file, and then comparing the paper with a paper standard database to obtain the weight of the paper; scanning each page of paper file to obtain surface information of the paper file, wherein the surface information comprises dark color area, color depth and color, and then obtaining the type of the ink powder of the paper file and the type of the ink of the handwritten characters; according to the toner model in a toner standard database, the weights of the toners with different color depths in a unit area are obtained, and according to the ink model in the ink standard database, the weights of the inks with different color depths in the unit area are obtained; combining the weight of the paper to obtain weight information of each page of the paper file; a scan form is then generated.
Further, the specific process of auditing includes:
firstly, verifying input information, and verifying legality input of fields such as file names, file numbers, accessory names and the like; and generating archive information after verification is passed, and then performing archive audit.
Further, the concrete process of archiving and auditing comprises the following steps:
inputting the electronic version file into an auditing model for auditing, and generating an electronic version modification file, wherein the electronic version modification file comprises endorsements and modification suggestions.
Further, the audit model stores a fire control archive language database, wherein the fire control archive language database comprises proper nouns, proper verbs, place nouns, organization nouns, personnel lists and personnel positions.
Further, the auditing process of the auditing model comprises the following steps:
for text information, firstly, splitting sentences, then recognizing nouns, verbs, person names, organizational structure names, positions and the like in the sentences sentence by sentence, comparing the sentences with a fire-fighting archive language database, marking non-conforming sentences and giving corresponding modification suggestions; for the form information, checking whether the noun attribute of the form head and the noun attribute of the corresponding form column are consistent, and checking the digits of the certificate number, the telephone number and the file number; for the image information, acquiring the resolution of the image, and judging that the image information is unqualified when the resolution of the image is smaller than a set threshold value; when the resolution ratio of the image is larger than or equal to a set threshold value, judging that the image information is qualified; and for places with unqualified auditing, annotating the auditing model and proposing modification suggestions.
Further, the modification module packages the digital file, the electronic version modification file, the paper file and the scanned picture to generate an archive file.
Further, the system also comprises a storage module for storing the archive file.
Compared with the prior art, the invention has the beneficial effects that:
according to the invention, the paper file is weighed and checked, so that the fact that the actual weight is inconsistent with the scanning weight due to the pollution and other reasons of the paper file is avoided, and the recorded file is inconvenient to check; and then, by establishing a fire control archive language database and training an auditing model, the workload of archive auditors is reduced, auditing accuracy is improved, and the fire control digital archive collection is facilitated.
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In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a functional block diagram 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.
The terminology used herein is for the purpose of describing embodiments and is not intended to limit and/or restrict the disclosure; it should be noted that the singular forms "a", "an" and "the" include plural forms as well, unless the context clearly indicates otherwise; moreover, although the terms "first," "second," etc. may be used herein to describe various elements, the elements are not limited by these terms, and these terms are merely used to distinguish one element from another element.
As shown in fig. 1, the fire fighting digital archive collection system includes:
the weighing module is used for weighing and auditing the paper file; the scanning module comprises an actual weighing unit and a scanning weighing unit;
the actual weighing unit is used for weighing the weight of paper of the paper file, weighing the weight of each page of paper of the paper file, and obtaining the weight information of each page of paper to generate a weighing form;
the scanning weighing unit is used for scanning and weighing the paper file and generating a scanning image, acquiring paper used by the paper file before scanning the paper file, and comparing the paper with a paper standard database to acquire the weight of the paper; scanning each page of paper file to obtain surface information of the paper file, wherein the surface information comprises dark color area, color depth and color, and then obtaining the type of the ink powder of the paper file and the type of the ink of the handwritten characters; acquiring the weight of the toner with different color depths in a unit area from a toner standard database according to the toner type, acquiring the weight of the ink with different color depths in the unit area from the ink standard database according to the ink type, and then acquiring the weight information of each page of the paper file by combining the weight of the paper to generate a scanning form;
the paper standard database stores various types of paper and the corresponding weights thereof.
The standard database of the ink powder and the standard database of the ink powder are established by a big data method, and the database is established by acquiring the weights of the ink powder or the ink with different color depths in unit area of various models.
The method includes the steps that the weighing form is identical to the scanning form in sequence, the weight of the same page of paper in the weighing form is compared with that of the same page of paper in the scanning form, the absolute value C of the difference between the weighing weight and the scanning weight value of the same page of paper is obtained, when the C is larger than or equal to a set threshold value, paper offset is judged, paper is unqualified, and when the C is smaller than the set threshold value, the paper passes through qualification; it should be noted that, only when the weighing audit of each page of paper is passed, the weighing audit of the paper file is passed; and after the weighing verification is finished, sending back the file which does not pass the weighing verification, sending a scanning image of the paper file which passes the weighing verification to an information identification module, rejecting the paper file which does not pass the weighing verification, marking unqualified paper, and re-carrying out the weighing verification after the corresponding paper in the paper file is required to be replenished until the weighing verification is qualified.
And the information identification module is used for carrying out character identification, form identification and image identification on the scanned image and obtaining character information, form information and picture information in the file. And converting the text information, the picture information and the table information into a uniform format, generating an electronic version file, and collecting the file name, the file time, the file number and the attachment in the electronic version file to generate input information. And then, the input information, the electronic version file and the scanning image are sent to an auditing module for auditing.
The auditing module is used for auditing the input information, the electronic version file and the scanned image; the specific process of auditing comprises the following steps:
firstly, verifying input information, and verifying legality input of fields such as file names, file numbers, accessory names and the like; and generating archive information after verification is passed, and then performing archive audit, wherein the concrete process of the archive audit comprises the following steps:
establishing a fire control archive language database, wherein the fire control archive language database comprises proper nouns, special verbs, place nouns, organization nouns, personnel lists, personnel positions and the like; then inputting the electronic version file into an audit model for modification, wherein a fire control file language database is stored in the audit model; the audit model is obtained through sample data set training, the sample data set comprises a sample file and a sample modification file, the sample file is input into the audit model for training until the modification file output by the audit model is consistent with the sample modification file, and the audit model training is finished.
The auditing model audits the content of the electronic version file, for text information, firstly, sentence splitting is carried out, nouns, verbs, person names, organizational structure names, positions and the like in the sentences are identified sentence by sentence, the sentences are compared with a fire-fighting file language database, and non-conforming sentences are marked and corresponding modification suggestions are given; for the form information, checking whether the noun attribute of the form head and the noun attribute of the corresponding form column are consistent, and checking the digits of the certificate number, the telephone number and the file number; for the image information, acquiring the resolution of the image, and judging that the image information is unqualified when the resolution of the image is smaller than a set threshold value; when the resolution ratio of the image is larger than or equal to a set threshold value, judging that the image information is qualified; and for places with unqualified auditing, annotating the auditing model and proposing modification suggestions.
And the auditing module is used for auditing the electronic version file, generating an electronic version modification file, and then sending the electronic version modification file to the modification module for corresponding modification.
The modification module is used for modifying the electronic version modification file and generating a digital file, the modification module can be an intelligent terminal of a file auditor, and after the electronic version file modification is finished, the digital file is generated and sent to the storage module; and packaging the digital file, the electronic version modification file, the paper file and the scanned picture to generate an archive file.
And the storage module is used for storing the archive files.
The working principle of the invention is as follows: according to the invention, the paper file is actually weighed and scanned and weighed, the weight of the ink powder and the ink on the surface of the paper file is calculated, the scanning weight is obtained by combining the weight of standard paper, the scanning weight is compared with the actual weight, and when the absolute value of the weight difference is larger than a set threshold value, the surface or paper stains are judged to be too much, and the file storage standard is not met.
And then carrying out information identification, respectively generating text information, picture information and form information, converting the text information, the picture information and the form information into a uniform format, obtaining an electronic version file, and generating a final archive file through the auditing of the auditing module and the modification of the modifying module and storing the final archive file in the storage module.
In the description of the present specification, the descriptions of the terms "one embodiment," "example," "specific example," and the like, mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiments or examples. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The foregoing is merely illustrative of the structures of this invention and various modifications, additions and substitutions for those skilled in the art can be made to the described embodiments without departing from the scope of the invention or from the scope of the invention as defined in the accompanying claims.

Claims (7)

1. Fire control digital archives collection system, its characterized in that includes:
the weighing module is used for weighing and auditing the paper file; the specific weighing and auditing process comprises the following steps:
weighing the weight of each sheet of paper of the paper file, and obtaining the weight information of each sheet of paper to generate a weighing form; scanning and weighing the paper file to generate a scanning image and a scanning form; comparing the weight of the same sheet of paper in the weighing form with the weight of the same sheet of paper in the scanning form, obtaining an absolute value C of the difference between the weighing weight and the scanning weight value of the same sheet of paper, judging that the paper is unqualified when the C is larger than or equal to a set threshold value, judging that the paper is qualified when the C is smaller than the set threshold value, and judging that the weighing audit is passed when all the papers of the paper file are qualified; transmitting the scanned image to an information identification module;
the information identification module is used for carrying out character identification, form identification and image identification on the scanned image, generating an electronic edition file and collecting input information of the electronic edition file; then, the input information, the electronic version file and the scanned image are sent to an auditing module;
the auditing module is used for auditing the input information, the electronic version file and the scanned image, generating an electronic version modification file and sending the electronic version modification file to the modification module;
the modification module is used for modifying the electronic version modification file and generating a digital file;
the specific process of scanning and weighing comprises the following steps:
obtaining paper used by the paper file, and then comparing the paper with a paper standard database to obtain the weight of the paper; scanning each page of paper file to obtain surface information of the paper file, wherein the surface information comprises dark color area, color depth and color, and then obtaining the type of the ink powder of the paper file and the type of the ink of the handwritten characters; according to the toner model in a toner standard database, the weights of the toners with different color depths in a unit area are obtained, and according to the ink model in the ink standard database, the weights of the inks with different color depths in the unit area are obtained; combining the weight of the paper to obtain weight information of each page of the paper file; a scan form is then generated.
2. The fire fighting digital archive collection system of claim 1, wherein the specific process of auditing includes:
firstly, verifying input information, and verifying legal input of file name, file number and attachment name fields; and generating archive information after verification is passed, and then performing archive audit.
3. The fire protection digital archive collection system of claim 2, wherein the concrete process of archive audit comprises:
inputting the electronic version file into an auditing model for auditing, and generating an electronic version modification file, wherein the electronic version modification file comprises endorsements and modification suggestions.
4. The fire digital archive collection system of claim 3 wherein the audit model has stored therein a fire archive language database comprising terms, professional verbs, location terms, organization terms, personnel lists, and personnel positions.
5. The fire protection digital archive collection system of claim 4, wherein the auditing process of the auditing model comprises:
for text information, firstly, splitting sentences, then recognizing nouns, verbs, person names, organizational structure names and positions in the sentences sentence by sentence, comparing the sentences with a fire-fighting archive language database, marking non-conforming sentences and giving corresponding modification suggestions; for the form information, checking whether the noun attribute of the form head and the noun attribute of the corresponding form column are consistent, and checking the digits of the certificate number, the telephone number and the file number; for the image information, acquiring the resolution of the image, and judging that the image information is unqualified when the resolution of the image is smaller than a set threshold value; when the resolution ratio of the image is larger than or equal to a set threshold value, judging that the image information is qualified; and for places with unqualified auditing, annotating the auditing model and proposing modification suggestions.
6. The fire fighting digital archive collection system of claim 1, wherein the modification module packages the digital archive, the electronic version modification archive, the paper archive, and the scanned picture to generate the archive.
7. The fire fighting digital archive collection system of claim 1 further comprising a storage module for storing an archive.
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CN114996545A (en) * 2022-08-03 2022-09-02 中国计量科学研究院 Student archive management system based on radio frequency identification and image identification technology
CN116167597B (en) * 2023-04-26 2023-07-18 烟台市重科产业技术研究院有限公司 Intelligent maintenance management system for archival materials

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CN112508480A (en) * 2020-12-04 2021-03-16 元镁信息技术服务(上海)有限公司 Intelligent box separation method for batch printing of documents

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CN110584344A (en) * 2019-09-23 2019-12-20 青岛大学 Paper file management system
CN111368160A (en) * 2020-02-07 2020-07-03 重庆华谷科技有限公司 Counter-settling auxiliary service system and intelligent legal auxiliary service system
CN112508480A (en) * 2020-12-04 2021-03-16 元镁信息技术服务(上海)有限公司 Intelligent box separation method for batch printing of documents

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