CN107967332A - Enterprise's address recognition methods and identifying system - Google Patents
Enterprise's address recognition methods and identifying system Download PDFInfo
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- CN107967332A CN107967332A CN201711212788.2A CN201711212788A CN107967332A CN 107967332 A CN107967332 A CN 107967332A CN 201711212788 A CN201711212788 A CN 201711212788A CN 107967332 A CN107967332 A CN 107967332A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The present invention provides a kind of recognition methods of enterprise address and identifying system, method includes：Enterprise's address information disclosed in acquisition；Foundation gets the default address information resources bank of enterprise's address information updating；Obtain enterprise's address information in internet site in preset time period；If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase the integration of the enterprise address；Judge whether the integration of the enterprise address is less than threshold value；If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation address of enterprise.By being integrated to the enterprise address in the information resource database of address, integrated value is determined as to the operation address of enterprise more than or equal to the enterprise address of threshold value, cope with while there are multiple actual operation addresses, and the situation that the short-range position of enterprise changes will not be omitted, can identify the currently used operation address of enterprise exactly.
Description
Technical field
The present invention relates to technical field of data processing, more particularly to a kind of recognition methods of enterprise address and identifying system.
Background technology
Enterprise address is to portray enterprise essential a part of content.With the development of internet, climbed by network
Worm has obtained the mode of enterprise's address information in recruitment website, enterprise's Yellow Page, enterprise's websites contributed, industrial and commercial bureau's online information storehouse etc.
Through being industry universal technology.But enterprise, in evolution, the actual of one side enterprise may change through campsite, this
Be possible to cause enterprise the registration through campsite and industrial and commercial bureau put on record address can there is a situation where it is inconsistent.On the other hand, with
The expansion of business event, may be at the same time there are multiple reality through campsite, this results in the network address crawl of single not
It is enough to fully describe the current actual operation address of enterprise.This just needs to establish corresponding business model to identify that enterprise is true
Operation address, so as to improve enterprise portrait authenticity.
The Chinese patent of 106469200 A of Publication No. CN proposes one kind and predicts enterprise there are address location change but
The method and system that not timely industry and commerce is put on record.By capturing address information and the enterprise that enterprise issues on recruitment website in this method
The address information of putting on record of industry, and latitude and longitude information is converted into, it is compared.If both longitude and latitude differences are more than or equal to 10 " when,
It is judged as enterprise and there is a situation where that but not timely industry and commerce is put on record for address change.The patent is contrasted using the difference of longitude and latitude to judge
Whether enterprise address changes, and the short-range position of easy mistakes and omissions enterprise changes, for example, enterprise operation same storied building difference
Floor migrates.At the same time to there are the enterprise of multiple operation addresses, can also there is a situation where misjudgement.
The content of the invention
The technical problems to be solved by the invention are：A kind of recognition methods of enterprise address and identifying system are provided, can be compared
Accurately judge the operation address of enterprise.
In order to solve the above-mentioned technical problem, the technical solution adopted by the present invention is：
A kind of recognition methods of enterprise address, including：
Enterprise's address information disclosed in acquisition；
Foundation gets the default address information resources bank of enterprise's address information updating；
Obtain enterprise's address information in internet site in preset time period；
If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase
The integration of the enterprise address；
Judge whether the integration of the enterprise address is less than threshold value；
If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation of enterprise
Address.
Another technical solution provided by the invention is：
A kind of enterprise address identifying system, including memory and processor, the memory memory contain computer program,
Computer program in the memory is executed by processor to realize following steps：
Enterprise's address information disclosed in acquisition；
Foundation gets the default address information resources bank of enterprise's address information updating；
Obtain enterprise's address information in internet site in preset time period；
If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase
The integration of the enterprise address；
Judge whether the integration of the enterprise address is less than threshold value；
If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation of enterprise
Address.
The beneficial effects of the present invention are：By establishing address information resources bank, then in the information resource database of address
Enterprise address is integrated according to the appearance situation in preset time period in internet site.Obtain internet in preset time period
The purpose of enterprise's address information on standing is to upgrade in time the use information of enterprise address, and the height of integrated value is then directly anti-
The confidence level of the enterprise address as enterprise practical operation address is reflected.Meanwhile using the method for integral model, for integrated value
Higher than the enterprise address of threshold value, can Direct Recognition be enterprise still in the operation address used, be conducive to handle while exist
The situation of multiple actual operation addresses, so as to which preferably enterprise's address information is shown.
Brief description of the drawings
Fig. 1 is enterprise's address recognition methods flow diagram of the embodiment of the present invention；
Fig. 2 is the flow diagram of enterprise's address recognition methods of the embodiment of the present invention one.
Embodiment
For the technology contents that the present invention will be described in detail, the objects and the effects, below in conjunction with embodiment and coordinate attached
Figure is explained.
The design of most critical of the present invention is：The enterprise address of address information resource database is integrated, integration is more than
Or it is determined as the operation address of enterprise equal to the enterprise address of threshold value.
Fig. 1 is refer to, the present invention provides：
A kind of recognition methods of enterprise address, including：
Enterprise's address information disclosed in acquisition；
Foundation gets the default address information resources bank of enterprise's address information updating；
Obtain enterprise's address information in internet site in preset time period；
If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase
The integration of the enterprise address；
Judge whether the integration of the enterprise address is less than threshold value；
If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation of enterprise
Address.
As can be seen from the above description, the beneficial effects of the present invention are：By to the enterprise address in the information resource database of address
Integrated, integrated value is determined as to the operation address of enterprise more than or equal to the enterprise address of threshold value, copes with while deposits
In the situation of multiple actual operation addresses, and the situation that the short-range position of enterprise changes will not be omitted, can known exactly
The currently used operation address of Bie Chu enterprises.It should be noted that above-mentioned preset time period is a cycle, internet site is obtained
On enterprise's address information and subsequent integration calculate be periodic computing.Enterprise's address information disclosed in above-mentioned acquisition has
Body may include：Enterprise address is obtained from recruitment website, enterprise's Yellow Page, enterprise's websites contributed, Gong Shangju enterprises record information storehouse
Information.And the information updating of recruitment website is most fast, so above-mentioned internet site is preferably recruitment website.
Further, it is described to include " according to the address information resources bank that enterprise's address information establishes enterprise is got "：
The enterprise's address information got is split to obtain Address factor；
Described address key element and existing enterprise's address date are subjected to data re-scheduling processing；
According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；
Initial integration is set to newly-increased enterprise address.
As can be seen from the above description, by extracting Address factor, re-scheduling processing then is carried out to Address factor, avoids data
Repeat, and considerably reduce operand.The enterprise address of all new storages sets initial integration, facilitates subsequent integration meter
Calculate.
Further, after described " initial integration is set to newly-increased enterprise address ", " interconnection in preset time period is obtained
Before enterprise's address information on website ", further include：
Top value and lowest total of points value are set.
Further, " if there is the enterprise of address information resources bank in enterprise's address information in the internet site
Address, then increase the integration of the enterprise address " after, further include：
If the integration of the enterprise address reaches top value, stop increasing the integration of the enterprise address.
Further, if not occurring address information resources bank industrially in enterprise's address information in the internet site
Location, then reduce the integration of the enterprise address；
If the integration of the enterprise address reaches lowest total of points value, stop reducing the integration of the enterprise address.
As can be seen from the above description, by setting top value and lowest total of points value, it is unlimited because integrating to can effectively solve the problem that
The problem of increase and the unlimited reduction of integration cause operand excessive.
The present invention another technical solution be：
A kind of enterprise address identifying system, including memory and processor, the memory memory contain computer program,
Computer program in the memory is executed by processor to realize following steps：
Enterprise's address information disclosed in acquisition；
Foundation gets the default address information resources bank of enterprise's address information updating；
Obtain enterprise's address information in internet site in preset time period；
If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase
The integration of the enterprise address；
Judge whether the integration of the enterprise address is less than threshold value；
If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation of enterprise
Address.
Further, it is described to include " according to the address information resources bank that enterprise's address information establishes enterprise is got "：
The enterprise's address information got is split to obtain Address factor；
Described address key element and existing enterprise's address date are subjected to data re-scheduling processing；
According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；
Initial integration is set to newly-increased enterprise address.
Further, after described " initial integration is set to newly-increased enterprise address ", " interconnection in preset time period is obtained
Before enterprise's address information on website ", further include：
Top value and lowest total of points value are set.
Further, " if there is the enterprise of address information resources bank in enterprise's address information in the internet site
Address, then increase the integration of the enterprise address " after, further include：
If the integration of the enterprise address reaches top value, stop increasing the integration of the enterprise address.
Further, if not occurring address information resources bank industrially in enterprise's address information in the internet site
Location, then reduce the integration of the enterprise address；
If the integration of the enterprise address reaches lowest total of points value, stop reducing the integration of the enterprise address.
Fig. 2 is refer to, the embodiment of the present invention one is：
A kind of recognition methods of enterprise address, including：
S1：The recruitment information issued respectively from recruitment website by web crawlers, enterprise's Yellow Page website, enterprise are from networking
Stand, enterprise's address information is crawled in the record information of industrial and commercial bureau；Wherein, what is crawled from the record information of industrial and commercial bureau is enterprise
Registered address；Enterprise address information includes enterprise address, the issuing time of enterprise address, acquisition time, collection source net
Information of standing etc.；
S2：The enterprise's address information crawled is split to obtain Address factor using segmentation methods, so as to will obtain
To enterprise's address information be converted into the form being made of Address factor；The segmentation methods can use R language, Python
Or the segmentation methods bag in SparkML；As shown in table 1 below is the example of Address factor and corresponding content；
Table 1
S3：Preset address information resource database, described address key element and described address information resource database is existing industrially
Location data carry out data re-scheduling processing；
S4：According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；And
Source web information is gathered according to enterprise, it is tagged to newly-increased enterprise's address difference, indicate that the enterprise address is derived from
Which kind of in recruitment website, enterprise's Yellow Page, enterprise's websites contributed, industrial and commercial record information；
S5：Initial integration is set to newly-increased enterprise address；Such as it is 100 to set initial integration；It is as shown in table 2 newly-increased
Enterprise's address data instance, specifically include enterprise name, enterprise's Address factor, time of receipt, enterprise address integration, industrially
Location integration renewal time, enterprise address preferably integrate this several category information；
Table 2
S6：Lowest total of points value and top value are set；The integration of downstream industry address is accumulated in lowest total of points value and highest
Changed between score value；
S7：Obtain to the enterprise address on the recruitment website in the preset time period after enterprise's address setting initial integration
Information；The preset time period refer to integration renewal a cycle length, can be 30 days, then every 30 days, according to recruitment
The integration of enterprise address of enterprise's address information updating on website；Specific update mode is as described in S8-11；
S8：Judge address information resources bank whether occur industrially in enterprise's address information on the recruitment website
Location；
S9：If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site,
Increase the integration of the enterprise address；If the integration of the enterprise address reaches top value, stop increasing the enterprise
The integration of address；If not occurring the enterprise address of address information resources bank in enterprise's address information in the internet site,
Reduce the integration of the enterprise address；If the integration of the enterprise address reaches lowest total of points value, stop reducing the enterprise
The integration of address；Specifically, the increased amount or the amount of reduction of integrating is a fixed value；
S10：Judge whether the integration of the enterprise address is less than threshold value；The threshold value is a default threshold value；
S11：If the integration of the enterprise address is greater than or equal to threshold value, judge that the enterprise address is for enterprise current
Operation address；If the integration of the enterprise address is less than threshold value, the warp that the enterprise address had used for enterprise is judged
Campsite location；
S12：Continue to obtain enterprise's address information on the recruitment website in next preset time period, and return to S8.
The recognition methods of above-mentioned enterprise address, integration renewal is carried out every preset time period to enterprise address, then will renewal
Integration afterwards is then identified as the current operation address of enterprise compared with threshold value, higher than threshold value, is then identified as looking forward to less than threshold value
Operation address through having used already.It should be noted that assume that initial integration is 100, the increased integration amount of unit number
For 10, the value after this set integration renewal is bigger, therefore can be first converted into less integrated value, such as integrated value is converted into
0-10, so as to reduce operand, improves work efficiency.It is described to be converted into less integrated value and be denoted as enterprise address preferably integrating,
Then table 3 show newly-increased enterprise's address data instance.
Table 3
A specific example is set forth below and realizes process with illustrate the address recognition methods of the present embodiment enterprise：
On January 1st, 2017 is first Fujian from the address that recruitment website grabs Xiamen Mei Ya Cupressaceaes limited company
The sub- Cupressaceae mansion of U.S. on Xiamen City of province Siming District software centre second phase Guan road 12, gives the initial integration of the address 100, preferably
Integrate as 5, specifically, the computational methods that preferably integrate are：The integration of enterprise address is multiplied by 10 again divided by 100.Number of addresses
According to as shown in table 3.Within on January 2nd, 2017 to this 30 days on 2 1st, 2017, and Xiamen Mei Yabai is grabbed from recruitment website
Limited company of section the address on Xiamen City Siming District software centre second phase Guan roads 12 once more than, then will 20170201
Enterprise's address integration is changed to 110 points, and preferably integration is changed to 5.5 points, and address date is as shown in table 4.Due to enterprise address
In resources bank, preferred enterprise address of the integration more than or equal to 5 points of enterprise is all identified as the current actual operation address of enterprise, will
Preferred enterprise address of the integration less than 5 points of enterprise is identified as the used operation address of enterprise, and preferably integration then should closer to 0
The more impossible actual operation address current as enterprise in address.Therefore, above-mentioned " the Xiamen City, Fujian Province Siming District software centre second phase
The address on Guan roads 12 " is then identified as the current operation address of Xiamen Mei Ya Cupressaceaes limited company.
Table 4
In a preferred embodiment, after above-mentioned S11, before S12, further include：
S01：For an enterprise, if it is multiple to identify that its current operation address has, to multiple current operation
The integration of address is according to being just ranked up；
S02：The confidence level of current operation address is obtained according to the sequence, integration is higher, and confidence level is higher, and integration is got over
Low, confidence level is lower.
Fig. 2 is refer to, the embodiment of the present invention two is：
A kind of corresponding system of enterprise's address recognition methods with above-described embodiment one, including：
Including memory and processor, the memory memory contains computer program, the computer in the memory
Program is executed by processor to realize following steps：
By web crawlers respectively from the recruitment information of recruitment website issue, enterprise's Yellow Page website, enterprise's websites contributed, work
Enterprise's address information is crawled in the record information of business office；Wherein, what is crawled from the record information of industrial and commercial bureau is the registration of enterprise
Address；
Using segmentation methods the enterprise's address information crawled is split to obtain Address factor, so as to will get
Enterprise's address information is converted into the form being made of Address factor；The segmentation methods can use R language, Python or
Segmentation methods bag in SparkML；
Preset address information resource database, by described address key element and the existing enterprise's number of addresses of described address information resource database
According to progress data re-scheduling processing；
According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；
Initial integration is set to newly-increased enterprise address；Newly-increased enterprise's address date specifically includes enterprise name, enterprise
Address factor, time of receipt, enterprise's address integration, enterprise address integration renewal time, enterprise address preferably integrate this few class letter
Breath；
Lowest total of points value and top value are set；The integration of downstream industry address is in lowest total of points value and top value
Between change；
Obtain to enterprise's address letter on the recruitment website in the preset time period after enterprise's address setting initial integration
Breath；The preset time period refers to a cycle length of integration renewal；
Judge whether occur the enterprise address of address information resources bank in enterprise's address information on the recruitment website；
If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, increase
The integration of the enterprise address；If the integration of the enterprise address reaches top value, stop increasing the enterprise address
Integration；If not occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, reduce
The integration of the enterprise address；If the integration of the enterprise address reaches lowest total of points value, stop reducing the enterprise address
Integration；Specifically, the increased amount or the amount of reduction of integrating is a fixed value；
Judge whether the integration of the enterprise address is less than threshold value；
If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for the current operation of enterprise
Address；If the integration of the enterprise address is less than threshold value, judge the enterprise address for enterprise had used through campsite
Location；
Continue to obtain enterprise's address information on the recruitment website in next preset time period.
In conclusion enterprise address provided by the invention recognition methods and identifying system, pass through the enterprise address to acquisition
Integration is assigned, and carries out periodically integration renewal, can recognize that as the current warp of enterprise for the address integrated higher than threshold value
Campsite location, can adapt to enterprise has the situation of multiple addresses, as long as and address change, the ground in address information resources bank
Location data will update, even if short distance address change will not be missed, have the advantages that recognition accuracy is high.
The foregoing is merely the embodiment of the present invention, is not intended to limit the scope of the invention, every to utilize this hair
The equivalents that bright specification and accompanying drawing content are made, are directly or indirectly used in relevant technical field, similarly include
In the scope of patent protection of the present invention.
Claims (10)
- A kind of 1. enterprise address recognition methods, it is characterised in that including：Enterprise's address information disclosed in acquisition；Foundation gets the default address information resources bank of enterprise's address information updating；Obtain enterprise's address information in internet site in preset time period；If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, described in increase The integration of enterprise address；Judge whether the integration of the enterprise address is less than threshold value；If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for enterprise it is current through campsite Location.
- 2. enterprise address according to claim 1 recognition methods, it is characterised in that described " foundation gets enterprise address Information establishes the address information resources bank of enterprise " include：The enterprise's address information got is split to obtain Address factor；Described address key element and existing enterprise's address date are subjected to data re-scheduling processing；According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；Initial integration is set to newly-increased enterprise address.
- 3. enterprise address according to claim 2 recognition methods, it is characterised in that described " to be set to newly-increased enterprise address Put initial integration " after, before " obtaining enterprise's address information in internet site in preset time period ", further include：Top value and lowest total of points value are set.
- 4. enterprise address according to claim 3 recognition methods, it is characterised in that " if the enterprise in the internet site Occur the enterprise address of address information resources bank in address information, then increase the integration of the enterprise address " after, also wrap Include：If the integration of the enterprise address reaches top value, stop increasing the integration of the enterprise address.
- 5. enterprise address according to claim 3 recognition methods, it is characterised in that if in the internet site industrially Do not occur the enterprise address of address information resources bank in the information of location, then reduce the integration of the enterprise address；If the integration of the enterprise address reaches lowest total of points value, stop reducing the integration of the enterprise address.
- 6. a kind of enterprise address identifying system, it is characterised in that including memory and processor, the memory memory contains meter Calculation machine program, the computer program in the memory are executed by processor to realize following steps：Enterprise's address information disclosed in acquisition；Foundation gets the default address information resources bank of enterprise's address information updating；Obtain enterprise's address information in internet site in preset time period；If occurring the enterprise address of address information resources bank in enterprise's address information in the internet site, described in increase The integration of enterprise address；Judge whether the integration of the enterprise address is less than threshold value；If the integration of the enterprise address is greater than or equal to threshold value, judge the enterprise address for enterprise it is current through campsite Location.
- 7. enterprise address according to claim 6 identifying system, it is characterised in that described " foundation gets enterprise address Information establishes the address information resources bank of enterprise " include：The enterprise's address information got is split to obtain Address factor；Described address key element and existing enterprise's address date are subjected to data re-scheduling processing；According to the Address factor creation of new enterprise address after the processing of data re-scheduling to default address information resources bank；Initial integration is set to newly-increased enterprise address.
- 8. enterprise address according to claim 7 identifying system, it is characterised in that described " to be set to newly-increased enterprise address Put initial integration " after, before " obtaining enterprise's address information in internet site in preset time period ", further include：Top value and lowest total of points value are set.
- 9. enterprise address according to claim 8 identifying system, it is characterised in that " if the enterprise in the internet site Occur the enterprise address of address information resources bank in address information, then increase the integration of the enterprise address " after, also wrap Include：If the integration of the enterprise address reaches top value, stop increasing the integration of the enterprise address.
- 10. enterprise address according to claim 8 identifying system, it is characterised in that if the enterprise in the internet site Do not occur the enterprise address of address information resources bank in address information, then reduce the integration of the enterprise address；If the integration of the enterprise address reaches lowest total of points value, stop reducing the integration of the enterprise address.
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| CN113159149B (en) * | 2021-04-09 | 2023-04-07 | 广州探迹科技有限公司 | Method and device for identifying enterprise office address |
| CN113487696A (en) * | 2021-07-09 | 2021-10-08 | 北京百度网讯科技有限公司 | Electronic map generation method and device, electronic equipment and storage medium |
| CN113487696B (en) * | 2021-07-09 | 2023-09-22 | 北京百度网讯科技有限公司 | Electronic map generation method and device, electronic equipment and storage medium |
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Application publication date: 20180427 |