CN115760161A - Method, system and equipment for verifying special qualification of bid document - Google Patents
Method, system and equipment for verifying special qualification of bid document Download PDFInfo
- Publication number
- CN115760161A CN115760161A CN202211472390.3A CN202211472390A CN115760161A CN 115760161 A CN115760161 A CN 115760161A CN 202211472390 A CN202211472390 A CN 202211472390A CN 115760161 A CN115760161 A CN 115760161A
- Authority
- CN
- China
- Prior art keywords
- special qualification
- bidding
- bid
- qualification
- special
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000012797 qualification Methods 0.000 title claims abstract description 179
- 238000000034 method Methods 0.000 title claims abstract description 33
- 239000000463 material Substances 0.000 claims abstract description 38
- 238000012552 review Methods 0.000 claims abstract description 37
- 238000011156 evaluation Methods 0.000 claims abstract description 24
- 238000012795 verification Methods 0.000 claims abstract description 24
- 239000000284 extract Substances 0.000 claims abstract description 5
- 238000007689 inspection Methods 0.000 claims description 17
- 238000004590 computer program Methods 0.000 claims description 12
- 238000012216 screening Methods 0.000 claims description 3
- 238000012545 processing Methods 0.000 claims description 2
- 238000012550 audit Methods 0.000 abstract description 7
- GOLXNESZZPUPJE-UHFFFAOYSA-N spiromesifen Chemical compound CC1=CC(C)=CC(C)=C1C(C(O1)=O)=C(OC(=O)CC(C)(C)C)C11CCCC1 GOLXNESZZPUPJE-UHFFFAOYSA-N 0.000 abstract description 7
- 230000002159 abnormal effect Effects 0.000 description 6
- 238000010586 diagram Methods 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000035515 penetration Effects 0.000 description 2
- 230000001360 synchronised effect Effects 0.000 description 2
- 238000010276 construction Methods 0.000 description 1
- 230000009977 dual effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
Images
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a method, a system and equipment for verifying special qualification of a bidding document, which comprises the steps of obtaining bidding categories and special qualification requirements in the bidding document, forming a special qualification examination list, establishing a special qualification examination database, storing the special qualification examination database as the special qualification examination database of the bidding categories according to the bidding categories, extracting pictures of all special qualification materials in the bidding document, and inputting the information of the special qualification materials obtained after analysis into the special qualification examination database for examination and verification; the method extracts the bidding categories and the special qualification requirements of the bidding documents, so that the special qualification review list for bid evaluation corresponds to the special qualification requirements in the bidding documents one by one, and assists the bid evaluation experts to finish the bid evaluation work quickly and efficiently; and establishing a special qualification audit library of the goods class, the engineering class and the service class to form various special qualification audit items, so that the subsequent examination and verification of special qualifications are facilitated.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a method, a system and equipment for verifying special qualification of a bid document.
Background
The bidding documents generally specify the general qualification and special qualification requirements (some bidding does not need special qualification) required by bidding, the general qualification requirements of three bidding categories of goods, engineering and services have small difference, but the special qualification requirements are complex and various and relate to various authentication certificates, a third party has a test report detected by a qualification organization, a recent subject customs declaration form of import equipment, a project manager (project responsible person) certification requirement, engineering construction general contract qualification, CMMI authentication level, and various specific requirements that a bidding manufacturer is a national information security vulnerability sharing platform (CNVD) member unit and the like, and under the conditions of large number of bidding document manufacturers and large number of bidding documents, the examination of the special qualification and the time are increased, so that the bidding documents are not beneficial to quickly and efficiently finishing the bidding work.
In the bidding document Bid document Innovative review information guide sheet, bidders mark general qualification and special qualification Bid document page numbers in Bid documents, and bid evaluation experts review special qualifications of goods, projects and services one by one, and the process is time-consuming. The special qualification requirements and the page numbers thereof in the bidding document initial review information guide table are identified by using OCR, the page numbers of the special qualification requirements can be efficiently positioned, and the text information in the picture is extracted and whether the special qualification is met or not is judged.
Disclosure of Invention
The invention provides a method, a system and equipment for verifying special qualification of a bidding document, which are used for extracting special qualification requirements needed in the bidding document, forming a qualification review list special for bid evaluation according to the special qualification requirements in the bidding document in one-to-one correspondence, reviewing each special qualification requirement, assisting a bid evaluation expert to know the rechecking condition of abnormal items in a report, improving the review efficiency, extracting the special qualification requirements in the bidding documents of different bid categories, forming a special review database for goods, engineering and service bidding, and providing database support in the subsequent bid evaluation and bid document making process.
The technical scheme of the invention is as follows:
a method of bid document specific eligibility verification, comprising:
acquiring special qualification requirements in the bidding document to form a special qualification review list;
extracting and analyzing pictures of each item of special qualification material in the bidding document to form a special qualification review list;
extracting and analyzing pictures of each item of special qualification material in the bidding document to obtain text information of special qualification;
scanning or photographing the bidding document to obtain a material picture of the bidding document; wherein the material picture of the bid document comprises a scanned picture of each page in the bid document;
carrying out binaryzation according to the special qualification material picture of the bid document so as to enhance the material picture; due to the influence of the scanning and photographing conditions of the material picture, the material picture may have the phenomena of penetration, shadow, stain, weak text contrast and the like of a background text, and in order to reduce the influence of the quality of the material picture image on the text positioning, the material picture is enhanced by adopting a binarization algorithm, and the text information in the special qualification material picture is analyzed.
And comparing the special qualification information with a special qualification review database, performing qualification verification and outputting a verification result.
A goods, engineering and service class specific qualification review database is built. Performing image recognition and text analysis according to the title, the bidding conditions, the bidding general profile and the bidding range in the bidding document, acquiring bidding category information, and marking as a special qualification inspection database of a corresponding category;
and judging each special qualification in the bidding document, judging whether records exist in a special qualification review database one by one according to a qualification review list, if so, acquiring the special qualification basis in the database and judging, if no record exists in the database, judging whether the special qualification basis needs to be compared with a third-party database, if so, comparing the special qualification basis with the third-party database through an interface, if not, according to manual verification, if the special qualification review is passed, marking that the bidding document passes, and if not, storing the bidding document with the abnormal position mark in a manual review data table for manual review.
And storing a special qualification examination list and a basis of manual verification into the special qualification examination database, and inputting a special qualification examination result of the bid document into a bid evaluation system.
The invention solves the examination of the special qualification requirement in the bidding document, extracts the special qualification requirement in the bidding document aiming at different bidding items, forms a notification qualification examination list, quickly positions the special qualification in the bidding document for quick examination, feeds back the result of passing the qualification examination, and carries out the discarding treatment after the manual review of the bidding experts for the bidders not meeting the special qualification; the method and the system realize the quick pre-examination of the special qualification of the bidder, obtain a special qualification examination report before the standard evaluation expert formally evaluates the standard, and assist the standard evaluation expert to know the recheck condition of abnormal items in the report so as to quickly and efficiently finish the standard evaluation work.
As shown in FIG. 2, the present invention provides a system for bid document specific qualification verification, comprising:
the acquisition module is used for acquiring the special qualification requirement in the bid document to form a special qualification review list;
the extracting module is used for extracting pictures of each item of special qualification material in the bid file according to the special qualification examination list;
the identification module is used for carrying out image identification on the special qualification material picture and extracting special qualification text information in the special qualification material picture;
a judging module, configured to judge whether the text is valid according to the special qualification review list;
the database establishing module stores the special qualification examination list and the judgment basis and the verification result in the judgment module to a special qualification examination database of a corresponding bid category according to the bid category;
and the entry module is used for enabling the special qualification audit of the bid document to pass when the text is valid, and entering the special qualification audit result of the bid document into the bid evaluation system. .
The invention also provides a computer device comprising a memory and a processor, wherein the memory stores a computer program, and the processor implements the steps of the method when executing the computer program.
The invention also provides a computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the above-mentioned method.
The invention has the beneficial effects that:
the invention solves the examination of the special qualification requirement in the bidding document, extracts the special qualification requirement in the bidding document aiming at different bidding items, forms a special qualification examination list, quickly positions the special qualification in the bidding document for quick examination, feeds back the passing qualification examination result through the established special qualification examination database, and carries out the discarding treatment after the manual review of the bidding experts for bidders not meeting the special qualification; the method and the system realize the rapid pre-examination of the special qualification of the bidder, obtain a special qualification examination report before the standard evaluation expert formally evaluates the standard, assist the standard evaluation expert to know the abnormal item recheck condition in the report so as to rapidly and efficiently finish the standard evaluation work, establish a special examination database for the bidding of goods, projects and services, and provide database support in the subsequent standard evaluation and bidding document making process.
Drawings
Fig. 1 is a schematic flow chart of a method according to an embodiment of the present invention.
Fig. 2 is a schematic structural diagram of an apparatus according to an embodiment of the present invention.
Fig. 3 is a schematic diagram of an internal structure of a computer device according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
As shown in FIG. 1, the present invention provides a method for bid document specific qualification verification, comprising:
s1, acquiring a special qualification requirement in a bid document to form a special qualification review list;
s2, identifying and analyzing the special qualification material picture in the bidding document to obtain special qualification information;
the step S2 specifically includes:
s21, scanning or photographing the bid document to obtain a material picture of the bid document; wherein the material picture of the bid document comprises a scanned picture of each page in the bid document;
s22, carrying out binarization according to the special qualification material picture of the bid document so as to enhance the material picture; due to the influence of the scanning and photographing conditions of the material picture, the material picture may have the phenomena of penetration, shadow, stain, weak text contrast and the like of a background text, and in order to reduce the influence of the quality of the material picture image on the text positioning, the material picture is enhanced by adopting a binarization algorithm, and the text information in the special qualification material picture is analyzed.
And S3, comparing the special qualification information with a special qualification review database, performing qualification verification and outputting a verification result.
Step S3 specifically includes:
and S31, establishing a qualification audit database special for goods, engineering and service classes. Performing image recognition and text analysis according to the title, the bidding conditions, the bidding general profile and the bidding range in the bidding document, acquiring bidding category information, and marking as a special qualification inspection database of a corresponding category;
s32, judging each special qualification in the bidding document, judging whether records exist in a special qualification review database one by one according to a qualification review list, if so, acquiring the special qualification basis in the database and judging, if not, judging whether the special qualification basis needs to be compared with a third-party database, if so, comparing the special qualification basis with the third-party database through an interface, if not, according to manual verification, if the special qualification review is passed, marking to pass, and storing the bidding document which is not passed and is provided with the abnormal position mark in a manual review data table for manual review.
And S4, storing the special qualification review list and the basis of manual verification into the special qualification review database, and inputting the special qualification review result of the bid document into a bid evaluation system.
The invention solves the examination of the special qualification requirement in the bidding document, extracts the special qualification requirement in the bidding document aiming at different bidding items, forms a notification qualification examination list, quickly positions the special qualification in the bidding document for quick examination, feeds back the result of passing the qualification examination, and carries out the discarding treatment after the manual review of the bidding experts for the bidders not meeting the special qualification; the method and the system realize the rapid pre-examination of the special qualification of the bidder, obtain a special qualification examination report before the bid evaluation expert formally evaluates the bid, and assist the bid evaluation expert to know the recheck condition of abnormal items in the report so as to complete the bid evaluation work rapidly and efficiently.
As shown in FIG. 2, the present invention provides a system for bid document specific qualification verification, comprising:
the acquisition module 1 is used for acquiring the special qualification requirements in the bidding document to form a special qualification review list;
an extraction module 2, configured to extract, according to the special qualification screening list, pictures of each item of special qualification material in the bid document;
the identification module 3 is used for carrying out image identification on the special qualification material picture and extracting special qualification text information in the special qualification material picture;
the judging module 4 is used for judging whether the text is valid according to the special qualification examination list;
the database establishing module 5 is used for storing the special qualification examination list and the judgment basis and the verification result in the judgment module into a special qualification examination database of a corresponding bid category according to the bid category;
and the entry module 6 is used for enabling the special qualification audit of the bid document to pass when the text is valid, and entering the special qualification audit result of the bid document into a bid evaluation system.
As shown in fig. 3, the present invention further provides a computer device, which may be a server, and the internal structure of the computer device may be as shown in fig. 3. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the computer designed processor is used to provide computational and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store all the data required by the process of the method for bid document specific qualification. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program when executed by a processor implements a method for bid document specific qualification verification.
Those skilled in the art will appreciate that the architecture shown in fig. 3 is only a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects may be applied.
An embodiment of the present application further provides a computer-readable storage medium having a computer program stored thereon, where the computer program is executed by a processor to implement any one of the above methods for bidding document specific qualification.
It will be understood by those skilled in the art that all or part of the processes of the methods of the above embodiments may be implemented by hardware associated with instructions of a computer program, which may be stored on a non-volatile computer-readable storage medium, and when executed, may include processes of the above embodiments of the methods. Any reference to memory, storage, database, or other medium provided herein and used in the examples may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), dual data rate SDRAM (SSRDRAM), enhanced SDRAM (ESDRAM), synchronous Link (SLDRAM), rambus (Rambus) direct RAM (RDRAM), direct Rambus Dynamic RAM (DRDRAM), and Rambus Dynamic RAM (RDRAM), among others.
Claims (7)
1. A method for specialized qualification of bid documents, the method comprising:
acquiring special qualification requirements in the bidding document to form a special qualification review list;
extracting and analyzing each special qualification material picture in the bidding document through image identification;
parsing the text information in the special qualification material picture;
comparing the special qualification with a special qualification inspection database one by one according to a special qualification inspection list, judging the special qualification inspection database, judging whether the special qualification inspection database has special qualification inspection data, if so, outputting the special qualification inspection result, and if not, adding information such as judgment basis according to the experience of the bidding evaluation expert;
storing the special qualification examination list to a special qualification examination database according to bidding categories;
and outputting the special qualification screening result.
2. The method of claim 1, wherein said step of locating textual information in said bid document and extracting text of each item of specialized qualification material in said bid document from said specialized qualification review list comprises:
acquiring a material picture of the bid document; wherein the material picture of the bid document comprises a scanned picture of each page in the bid document;
and extracting the text of each special qualification material picture in the bid file according to the positioning result of the text information in the bid file and the special qualification screening list.
3. The method of claim 1, wherein said establishing a specialized qualification database by bid category comprises: internal data and third party data.
4. The method of claim 3, wherein the bid document is specifically qualified by: the special qualification inspection database automatically classifies the bidding categories: the implementation process of the special qualification inspection database for goods, engineering and services comprises the following steps of 1, carrying out image recognition and text analysis according to titles, bidding conditions, bidding general profiles and bidding ranges in bidding documents, acquiring bidding category information, and marking as the special qualification inspection database of corresponding categories; step 2, judging each special qualification in the bidding document, judging whether records exist in a special qualification inspection database one by one according to a qualification inspection list, if so, acquiring the special qualification basis in the special inspection database and judging, and step 3, if no record exists in the database, judging whether the special qualification basis needs to be compared with a third-party database, if so, comparing the special qualification basis with the third-party database through an interface, and if not, storing a verification basis to the special qualification inspection database according to the verification basis of an evaluation expert; and 4, outputting verification results one by one according to the special qualification review list, so that the auxiliary bid evaluation experts can efficiently evaluate bids.
5. A system for verifying the special qualification of a bid document, which is applied to the special qualification verification in the bid document, and is characterized in that:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module acquires a special qualification review list in a bid document provided by a bid enterprise;
the extracting module acquires special qualification material pictures in the bid document provided by the bidding enterprise;
the identification module carries out image identification on the special qualification material picture and extracts special qualification text information in the special qualification material picture;
the judging module is used for judging whether the text is valid according to the special qualification review list and outputting a special qualification verification result;
the database establishing module stores the special qualification inspection list and the judgment basis and the verification result in the judgment module to a special qualification inspection database of the corresponding bid category according to the bid category;
and the input module records the verification result of the judgment module to the system.
6. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor implements the steps of the method of any one of claims 1 to 4 when executing the computer program.
7. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method according to any one of claims 1 to 4.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211472390.3A CN115760161A (en) | 2022-11-23 | 2022-11-23 | Method, system and equipment for verifying special qualification of bid document |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211472390.3A CN115760161A (en) | 2022-11-23 | 2022-11-23 | Method, system and equipment for verifying special qualification of bid document |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN115760161A true CN115760161A (en) | 2023-03-07 |
Family
ID=85335804
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211472390.3A Pending CN115760161A (en) | 2022-11-23 | 2022-11-23 | Method, system and equipment for verifying special qualification of bid document |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115760161A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117057892A (en) * | 2023-07-12 | 2023-11-14 | 南通市公共资源交易中心 | Construction engineering bidding proving material round-robin variable auxiliary bid evaluation method |
-
2022
- 2022-11-23 CN CN202211472390.3A patent/CN115760161A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117057892A (en) * | 2023-07-12 | 2023-11-14 | 南通市公共资源交易中心 | Construction engineering bidding proving material round-robin variable auxiliary bid evaluation method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US10880299B2 (en) | Machine learning for document authentication | |
| CN109033058B (en) | Contract text verification method, apparatus, computer device and storage medium | |
| CN108256591B (en) | Method and apparatus for outputting information | |
| Thai et al. | Camera model identification based on the generalized noise model in natural images | |
| CN110362799B (en) | On-line arbitration-based method and device for generating and processing resolution book and computer equipment | |
| CN109523371B (en) | Online payment auditing method and device, computer equipment and storage medium | |
| WO2021143088A1 (en) | Synchronous check method and apparatus for multiple certificate types, and computer device and storage medium | |
| US20090092320A1 (en) | Document recognition using static and variable strings to create a document signature | |
| CN110569341A (en) | method and device for configuring chat robot, computer equipment and storage medium | |
| CN115760161A (en) | Method, system and equipment for verifying special qualification of bid document | |
| CN111865997B (en) | WEB vulnerability detection method, device, equipment and medium based on passive traffic | |
| CN113572900B (en) | Outbound testing method, outbound testing device, computer equipment and computer readable storage medium | |
| CN111797005A (en) | Gateway interface analysis method and device, computer equipment and storage medium | |
| CN115294505B (en) | Risk object detection and training method and device for model thereof and electronic equipment | |
| CN111352990A (en) | Report generation management method and device, computer equipment and storage medium | |
| CN108364024B (en) | Image matching method and device, computer equipment and storage medium | |
| CN112446850A (en) | Adaptation test method and device and electronic equipment | |
| CN110414324A (en) | Method, apparatus, computer equipment and the storage medium of video record process monitoring | |
| CN112100424B (en) | Certificate image classification acquisition method, device, equipment and medium | |
| CN111191062B (en) | Picture processing method, device, computer equipment and storage medium | |
| CN112380957A (en) | Method and device for identifying other item ticket information, computer equipment and storage medium | |
| CN114693554A (en) | Big data image processing method and system | |
| CN113327023A (en) | Traversal test method and device, electronic equipment and computer readable storage medium | |
| CN111694796B (en) | Method, apparatus, computer device and storage medium for identifying scanned file information | |
| CN110912918A (en) | Page repairing method and device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB03 | Change of inventor or designer information | ||
| CB03 | Change of inventor or designer information |
Inventor after: Zhang Kexian Inventor after: Dong Ruoyan Inventor after: Lu Yu Inventor after: Wang Xiangbo Inventor after: Tan Haohang Inventor after: Yang Huaan Inventor after: Zheng Hua Inventor after: Liao Xing Inventor after: Yang Chengnan Inventor before: Zhang Kexian Inventor before: Yang Chengnan Inventor before: Dong Ruoyan Inventor before: Lu Yu Inventor before: Wang Xiangbo Inventor before: Tan Haohang Inventor before: Yang Huaan Inventor before: Zheng Hua Inventor before: Liao Xing Inventor before: Wang Hao |