CN108491426A - A kind of information on bidding supplying system - Google Patents
A kind of information on bidding supplying system Download PDFInfo
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- CN108491426A CN108491426A CN201810128015.4A CN201810128015A CN108491426A CN 108491426 A CN108491426 A CN 108491426A CN 201810128015 A CN201810128015 A CN 201810128015A CN 108491426 A CN108491426 A CN 108491426A
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- information
- user
- bidding
- close attention
- concern
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
Abstract
The present invention provides a kind of information on bidding supplying systems, including Internet of Things terminal, Cloud Server, bid database and information release terminal；The wherein described Internet of Things terminal is wanted to connect with Cloud Server, and Internet of Things terminal is configured for obtaining user basic information and user pays close attention to information, and the information of acquisition is sent to Cloud Server；The Cloud Server is connected with described information issue terminal, and the user information received is carried out signature analysis by Cloud Server, and corresponding information on bidding is retrieved in the database that calls for bid；Information release terminal is used to the information on bidding retrieved carrying out personalized information push.Beneficial effects of the present invention are：The present invention provides a kind of information on bidding supplying systems, the information on bidding that user pays close attention to initiatively is pushed to target user, solve detailed analysis of the prior art shortage to user interest, the information specific aim of push is poor, inefficiency, the problem of the classification that user is most interested in is not excavated.
Description
Technical field
The present invention relates to bidding field, more particularly to a kind of information on bidding supplying system.
Background technology
Bid is a kind of commonly used in the world, organized market trading activity with bid, is engineering, cargo or clothes
The dealing of business trade.Typically purchaser offers and requires in advance, and numerous trading objects is invited to participate in competition simultaneously
Conclusion of the business person is therefrom selected according to the program of regulation.Bidding activity to break trade monopoly and barriers between the regions, increase economic efficiency,
Ensure that project quality, prevention and reduction corruption etc. have played important function, has become the weight for promoting modern market system construction
Want means.
On the one hand the arrival in internet " information explosion " epoch illustrates that the generation of Web information and renewal speed are fast, another
Aspect illustrates that people need to find the content oneself wanted from huge and complicated information.Currently, traditional information service
Pattern is the service mode based on PULL technologies, that is, user oneself actively seeks information, and the shortcoming of this technology exists
In：Lack the detailed analysis to user interest, the information specific aim of push is poor, and inefficiency is not most interested in user
Classification excavate.
Invention content
To solve the above-mentioned problems, the present invention provides a kind of information on bidding supplying systems, including Internet of Things terminal, cloud service
Device, bid database and information release terminal；The wherein described Internet of Things terminal is wanted to connect with Cloud Server, and Internet of Things terminal is configured
Information is paid close attention to for obtaining user basic information and user, and the information of acquisition is sent to Cloud Server；The Cloud Server
It is connected with described information issue terminal, the user information received is carried out signature analysis by Cloud Server, and in bid data
Corresponding information on bidding is retrieved in library；Information release terminal is used to the information on bidding retrieved carrying out personalized information push.
Preferably, the mode for obtaining user basic information and paying close attention to information includes：
(1) the Web information searching request of user；
(2) user submits user basic information and concern information by filling in the list being designed to supplying system.
Preferably, the user information includes enterprise name, organization mechanism code, enterprise address, the affiliated industry of enterprise, enterprise
One or more information in industry scale, personal information.
Preferably, the signature analysis is to analyze user browsing behavior using support vector machines, to obtain the spy of user
Sign, the navigation patterns recorded include the number of accession page, residence time, mouse number of clicks, pull scroll bar number and
Bookmark number can obtain user using these data as the input of support vector machines by the modeling analysis of support vector machines
To the degree of concern of a certain target point, it is divided into four classes：It pays special attention to, pay close attention to, may pay close attention to and be not concerned with, these data are made
It forms user by the modeling analysis of support vector machines for the input of support vector machines and pays close attention to record sheet.
Preferably, characterization process includes：
(1) it establishes user and pays close attention to record sheet：When just starting, the concern classification recorded in table is the pass that user actively submits
The option in list is noted, the Web information searching request sent out with user increases, be according to the Request Log of server end more
New table option is since there are existing options in the option of Web information searching request and record sheet during newer
The case where same thing, so semantic relevant judgement is carried out between option, if the semanteme between two options is
It is valence or directly related, then Web information concern request option does not add in user pays close attention to record sheet, if not
Then the option is added；
(2) user pays close attention to signature analysis：User pays close attention to the method that signature analysis uses machine learning, special to the behavior of user
Sign is modeled, and according to page access number, residence time, mouse number of clicks, pulls scroll bar number and bookmark number etc.
Input condition establishes user with support vector machines and pays close attention to analysis model, show that user to the degree of concern of a certain focus, is divided into
It pays special attention to, pay close attention to, may pay close attention to and be not concerned with four grades, the option being not concerned with is deleted when record sheet next time updates
It removes, using the option of user's concern as the foundation of pushed information, and using the level of interest of user as the preferential suitable of pushed information
Sequence.
Preferably, the bid database includes at least governments at all levels' procurement information, each school's procurement information and each trick
Mark website information on bidding.
Beneficial effects of the present invention are：The present invention provides a kind of information on bidding supplying systems, initiatively pay close attention to user
Information on bidding be pushed to target user, solve the prior art and lack to the detailed analysis of user interest, the information needle of push
It is poor to property, inefficiency, the problem of the classification that user is most interested in is not excavated.
Description of the drawings
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention without having to pay creative labor, may be used also for those of ordinary skill in the art
To obtain other attached drawings according to these attached drawings.
Fig. 1 show a kind of system construction drawing of information on bidding supplying system provided by the invention；
Fig. 2 show a kind of method flow diagram of the signature analysis of information on bidding supplying system provided by the invention.
Specific implementation mode
The technique effect of the design of the present invention, concrete structure and generation is carried out below with reference to embodiment and attached drawing clear
Chu, complete description, to be completely understood by the purpose of the present invention, scheme and effect.It should be noted that the case where not conflicting
Under, the features in the embodiments and the embodiments of the present application can be combined with each other.The identical attached drawing mark used everywhere in attached drawing
Note indicates same or analogous part.
Fig. 1 show a kind of system construction drawing of information on bidding supplying system provided by the invention.According to the present invention one
A embodiment, a kind of information on bidding supplying system, including Internet of Things terminal, Cloud Server, bid database and information publication are eventually
End；The wherein described Internet of Things terminal is wanted to connect with Cloud Server, and Internet of Things terminal is configured for obtaining user basic information and user
Information is paid close attention to, and the information of acquisition is sent to Cloud Server；The Cloud Server is connected with described information issue terminal, cloud
The user information received is carried out signature analysis by server, and corresponding information on bidding is retrieved in the database that calls for bid；Information is sent out
Cloth terminal is used to the information on bidding retrieved carrying out personalized information push.
Fig. 2 show a kind of method flow diagram of the signature analysis of information on bidding supplying system provided by the invention.According to
One embodiment of the present of invention, characterization process include：
(1) it establishes user and pays close attention to record sheet：When just starting, the concern classification recorded in table is the pass that user actively submits
The option in list is noted, the Web information searching request sent out with user increases, be according to the Request Log of server end more
New table option is since there are existing options in the option of Web information searching request and record sheet during newer
The case where same thing, so semantic relevant judgement is carried out between option, if the semanteme between two options is
It is valence or directly related, then Web information concern request option does not add in user pays close attention to record sheet, if not
Then the option is added；
(2) user pays close attention to signature analysis：User pays close attention to the method that signature analysis uses machine learning, special to the behavior of user
Sign is modeled, and according to page access number, residence time, mouse number of clicks, pulls scroll bar number and bookmark number etc.
Input condition establishes user with support vector machines and pays close attention to analysis model, show that user to the degree of concern of a certain focus, is divided into
It pays special attention to, pay close attention to, may pay close attention to and be not concerned with four grades, the option being not concerned with is deleted when record sheet next time updates
It removes, using the option of user's concern as the foundation of pushed information, and using the level of interest of user as the preferential suitable of pushed information
Sequence.
According to one embodiment of present invention, the user information includes enterprise name, organization mechanism code, industrially
One or more information in location, the affiliated industry of enterprise, scope of the enterprise, personal information.
According to one embodiment of present invention, the signature analysis is to analyze user browsing behavior using support vector machines,
To obtain the feature of user, the navigation patterns recorded include the number of accession page, residence time, mouse number of clicks,
Scroll bar number and bookmark number are pulled, using these data as the input of support vector machines, by the modeling of support vector machines
Analysis, can obtain degree of concern of the user to a certain target point, be divided into four classes：Pay special attention to, pay close attention to, may concern and not
Concern forms user and pays close attention to record using these data as the input of support vector machines by the modeling analysis of support vector machines
Table.
According to one embodiment of present invention, user's concern record sheet includes：User ID, concern classification ID, access times,
Residence time, pulls scroll bar number, bookmark number, favorable rating at mouse number of clicks.
According to one embodiment of present invention, the bid database includes at least governments at all levels' procurement information, each school
Procurement information and each bidding website information on bidding, it should be appreciated by those skilled in the art that other procurement informations are also in the present invention
Within the scope of.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention, are all contained in protection scope of the present invention
It is interior.
It should be noted that：
Algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment provided herein.
Various fexible units can also be used together with teaching based on this.As described above, it constructs required by this kind of device
Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that can utilize various
Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：It is i.e. required to protect
Shield the present invention claims the more features of feature than being expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment
Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment
Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power
Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be with hardware realization, or to run on one or more processors
Software module realize, or realized with combination thereof.It will be understood by those of skill in the art that can use in practice
Microprocessor or digital signal processor (DSP) realize the information on bidding Push Service according to the ... of the embodiment of the present invention that provides
The some or all functions of some or all components in device.The present invention is also implemented as being retouched here for executing
The some or all equipment or program of device (for example, computer program and computer program product) for the method stated.
It is such to realize that the program of the present invention may be stored on the computer-readable medium, or can have one or more signal
Form.Such signal can be downloaded from internet website and be obtained, either provide on carrier signal or with it is any its
He provides form.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.
In addition, with the foreseeable embodiment of inventor, present invention is described above, it is useful its purpose is to provide
Description, and those it is still unforeseen at present to the present invention unsubstantialities change can still represent the present invention equivalent modifications.
Claims (6)
1. a kind of information on bidding supplying system, which is characterized in that including Internet of Things terminal, Cloud Server, bid database and letter
Cease issue terminal；The wherein described Internet of Things terminal is wanted to connect with Cloud Server, and Internet of Things terminal is configured for acquisition user and believes substantially
Breath and user pay close attention to information, and the information of acquisition is sent to Cloud Server；The Cloud Server and described information issue terminal
It is connected, the user information received is carried out signature analysis by Cloud Server, and corresponding bid letter is retrieved in the database that calls for bid
Breath；Information release terminal is used to the information on bidding retrieved carrying out personalized information push.
2. a kind of information on bidding supplying system according to claim 1, which is characterized in that the acquisition user basic information
With concern information mode include：
(1) the Web information searching request of user；
(2) user submits user basic information and concern information by filling in the list being designed to supplying system.
3. a kind of information on bidding supplying system according to claim 2, which is characterized in that the user information includes enterprise
One or more information in title, organization mechanism code, enterprise address, the affiliated industry of enterprise, scope of the enterprise, personal information.
4. a kind of information on bidding supplying system according to claim 1, which is characterized in that the signature analysis is to utilize branch
Vector machine analysis user browsing behavior is held, to obtain the feature of user, the navigation patterns recorded include time of accession page
Number, mouse number of clicks, pulls scroll bar number and bookmark number at residence time, using these data as support vector machines
Input, by the modeling analysis of support vector machines, can obtain degree of concern of the user to a certain target point, be divided into four classes：
It pays special attention to, pay close attention to, may pay close attention to and be not concerned with, using these data as the input of support vector machines, by support vector machines
Modeling analysis, formed user pay close attention to record sheet.
5. a kind of information on bidding supplying system according to claim 4, which is characterized in that characterization process includes：
(1) it establishes user and pays close attention to record sheet：When just starting, the concern classification recorded in table is the concern table that user actively submits
Option in list, the Web information searching request sent out with user increase, and to update table according to the Request Log of server end
Check option, during newer, due to being same there are existing option in the option of Web information searching request and record sheet
The case where things, so semantic relevant judgement is carried out between option, if the semanteme between two options is of equal value
Or it is directly related, then Web information concern request option does not add in user pays close attention to record sheet, if not then general
The option adds；
(2) user pays close attention to signature analysis：User pays close attention to the method that signature analysis uses machine learning, to the behavioural characteristic of user into
Row modeling according to page access number, residence time, mouse number of clicks, pulls the inputs such as scroll bar number and bookmark number
Condition establishes user with support vector machines and pays close attention to analysis model, show that user to the degree of concern of a certain focus, is divided into very
Concern, may be paid close attention to and be not concerned with four grades concern, and the option being not concerned with is deleted when record sheet next time updates, will
Foundation of the option of user's concern as pushed information, and using the level of interest of user as the priority of pushed information.
6. a kind of information on bidding supplying system according to claim 1, which is characterized in that the bid database at least wraps
Include governments at all levels' procurement information, each school's procurement information and each bidding website information on bidding.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810128015.4A CN108491426A (en) | 2018-02-08 | 2018-02-08 | A kind of information on bidding supplying system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810128015.4A CN108491426A (en) | 2018-02-08 | 2018-02-08 | A kind of information on bidding supplying system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108491426A true CN108491426A (en) | 2018-09-04 |
Family
ID=63340048
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810128015.4A Pending CN108491426A (en) | 2018-02-08 | 2018-02-08 | A kind of information on bidding supplying system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108491426A (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109345361A (en) * | 2018-11-05 | 2019-02-15 | 深圳市鹏朗贸易有限责任公司 | Method, terminal and the computer-readable medium bidded and purchased online |
| CN110111125A (en) * | 2019-03-21 | 2019-08-09 | 北京奇艺世纪科技有限公司 | A kind of information output method, device, terminal and readable storage medium storing program for executing |
| CN112116437A (en) * | 2020-09-01 | 2020-12-22 | 上海康诚建设工程咨询有限公司 | Online bidding method, system and device |
| CN114722301A (en) * | 2022-06-09 | 2022-07-08 | 江西省精彩纵横采购咨询有限公司 | Bidding information recommendation method and device, storage medium and equipment |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104008109A (en) * | 2013-02-26 | 2014-08-27 | 南京邮电大学 | User interest based Web information push service system |
-
2018
- 2018-02-08 CN CN201810128015.4A patent/CN108491426A/en active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104008109A (en) * | 2013-02-26 | 2014-08-27 | 南京邮电大学 | User interest based Web information push service system |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109345361A (en) * | 2018-11-05 | 2019-02-15 | 深圳市鹏朗贸易有限责任公司 | Method, terminal and the computer-readable medium bidded and purchased online |
| CN110111125A (en) * | 2019-03-21 | 2019-08-09 | 北京奇艺世纪科技有限公司 | A kind of information output method, device, terminal and readable storage medium storing program for executing |
| CN112116437A (en) * | 2020-09-01 | 2020-12-22 | 上海康诚建设工程咨询有限公司 | Online bidding method, system and device |
| CN114722301A (en) * | 2022-06-09 | 2022-07-08 | 江西省精彩纵横采购咨询有限公司 | Bidding information recommendation method and device, storage medium and equipment |
| CN114722301B (en) * | 2022-06-09 | 2022-09-09 | 江西省精彩纵横采购咨询有限公司 | Bidding information recommendation method and device, storage medium and equipment |
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| PB01 | Publication | ||
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| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180904 |
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| RJ01 | Rejection of invention patent application after publication |