CN107329969A - It is a kind of that system and method are updated based on the data message repeatedly verified - Google Patents
It is a kind of that system and method are updated based on the data message repeatedly verified Download PDFInfo
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- CN107329969A CN107329969A CN201710367303.0A CN201710367303A CN107329969A CN 107329969 A CN107329969 A CN 107329969A CN 201710367303 A CN201710367303 A CN 201710367303A CN 107329969 A CN107329969 A CN 107329969A
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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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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Abstract
The invention discloses a kind of based on the data message repeatedly verified renewal system and method, it is characterised in that including：Data acquisition module, for obtaining data message using web crawlers；First correction verification module, the data message for being obtained in preset time to web crawlers carries out preliminary check, obtains preliminary data information aggregate；Second correction verification module, for data message in preliminary data information aggregate and preset data information bank to be carried out into multiplicity verification；Module is removed, the data message for deleting multiplicity verification failure in preliminary data information aggregate；Update module, is added in preset data information bank for multiplicity in preliminary data information aggregate to be verified into successful data message, updates preset data information bank.Similarity verification is carried out after mass data information in this way, being obtained to web crawlers, the high data message of the similarity obtained in real time is removed, it is to avoid web crawlers obtains repeated data information, reduces data message quantity, multiplicity verification efficiency is improved.
Description
Technical field
The present invention relates to technical field of data check, more particularly to it is a kind of based on the data message repeatedly verified more new system
And method.
Background technology
With internet information explosive growth, geometric increase is all presented in the data message in every day internet,
User is often submerged in a large amount of useless duplicate messages, obtained at present by search engine when obtaining the data message needed
It has been the easy way that most user praises highly to be derived from oneself data message interested, is used as the basic component of search engine
One of web crawlers, it is necessary to obtain data message from internet, provide the user the support of data message, but with mutual
The reprinting wantonly of networked information and many websites are delivered, the data message that web crawlers is obtained whether abundant, similarity and registration
Whether high, the efficiency with web crawlers is closely related.Then for creep speed is improved, network would generally take Parallel Crawling
Working method, the problem of introducing new therewith：Repeatability, the reptile run parallel or thread of creeping when running while add
Duplicate pages, quality problems, when running parallel, each reptile or creep thread can only the fetching portion page, cause page quality
Decline.
Current existing database duplicate checking, because database data is huge, with increasing for crawl data message, causes work
Work amount is larger, efficiency of algorithm step-down.
The content of the invention
The technical problem existed based on background technology, the present invention proposes a kind of based on the data message repeatedly verified renewal
System and method；
It is proposed by the present invention a kind of based on the data message repeatedly verified more new system, including：
Data acquisition module, for obtaining data message using web crawlers；
First correction verification module, the data message for being obtained in preset time to web crawlers carries out preliminary check, obtains
Preliminary data information aggregate；
Second correction verification module, for data message in preliminary data information aggregate and preset data information bank to be compared
And judge whether the data message verifies success；
Module is removed, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
Update module, present count is added to for multiplicity in preliminary data information aggregate to be verified into successful data message
According in information bank, preset data information bank is updated.
Preferably, first correction verification module, specifically for：
The data message that web crawlers is obtained is compared to each other in preset time；
Delete the data message that similarity in two data messages is more than default Similarity value；
After all data messages mutually compare, preliminary data information aggregate is obtained.
Preferably, second correction verification module, specifically for：
Obtain preliminary data one data message of information aggregate；
The data message and preset data information in preset data information bank are carried out into multiplicity to be compared, multiplicity is obtained
Value simultaneously judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value；When it is described repeat angle value be more than predetermined threshold value,
Judge the data message multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；Work as preliminary data
After all data messages carry out multiplicity relatively in information aggregate, multiplicity verification is completed.
Preferably, the data acquisition module includes multiple data acquisition submodules.
Preferably, in addition to data message pushing module, for the data message being added in preset data information bank
It is pushed to user.
It is a kind of based on the data message update method repeatedly verified, including：
S1, utilize web crawlers obtain data message；
S2, the data message obtained in preset time to web crawlers carry out preliminary check, obtain preliminary data information collection
Close；
S3, data message in preliminary data information aggregate and preset data information bank are compared and the data are judged
Whether information verifies success；
S4, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
S5, multiplicity in preliminary data information aggregate is verified into successful data message it is added to preset data information bank
In, update preset data information bank.
Preferably, step S2, is specifically included：
The data message that web crawlers is obtained is compared to each other in preset time；
Delete the data message that similarity in two data messages is more than default Similarity value；
After all data messages mutually compare, preliminary data information aggregate is obtained.
Preferably, step S3, is specifically included：
S31, acquisition preliminary data one data message of information aggregate；
S32, by the data message and in preset data information bank preset data information carry out multiplicity compared, obtain weight
Multiplicity value simultaneously judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value；When the angle value that repeats is more than default threshold
Value, judges the data message multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；
S33, the operation of repeat step S31, S32, until all data messages are repeated in preliminary data information aggregate
Degree compares.
Preferably, in step sl, data message is obtained using multiple web crawlers.
Preferably, in addition to step S6, the data message being added in preset data information bank is pushed to user.
The present invention carries out preliminary check by the data message obtained to multiple web crawlers, what screen reptile obtained
Similarity is more than a data message of default Similarity value in any two data message in data message, obtains preliminary data
Information aggregate, then preset data information in data message preset data information bank in preliminary data information aggregate is subjected to multiplicity
Compare, judge whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value, when data are believed in preliminary data information aggregate
Multiplicity verification failure is ceased, the data message is deleted；When data message multiplicity is verified successfully in preliminary data information aggregate,
Data message in preliminary data information aggregate is added in preset data information bank；In this way, being obtained first to multiple web crawlers
Progress similarity verification after mass data information is taken, the high data message of the similarity obtained in real time is removed, it is to avoid web crawlers
Repeated data information is obtained, data message quantity is reduced, thus improves multiplicity verification efficiency, in multiplicity verification, is deleted
The higher data message of multiplicity, reduces data message registration；The low data message of multiplicity is added to present count it is believed that
Cease in storehouse, improve the real-time of multiplicity verification.
Brief description of the drawings
Fig. 1 is a kind of module diagram based on the data message repeatedly verified more new system proposed by the present invention；
Fig. 2 is a kind of schematic flow sheet based on the data message update method repeatedly verified proposed by the present invention.
Embodiment
Show as shown in figure 1, Fig. 1 is a kind of module based on the data message repeatedly verified more new system proposed by the present invention
It is intended to；
Reference picture 1, it is proposed by the present invention a kind of based on the data message repeatedly verified more new system, including：
Data acquisition module, for obtaining data message using web crawlers.
In concrete scheme, data acquisition module can be set including multiple data acquisition submodules, each data submodule
Block can be using multiple web crawlers to obtain data.According to information gathering and analysis target, using web crawlers, collection is each
Category information.
First correction verification module, the data message for being obtained in preset time to web crawlers carries out preliminary check, obtains
Preliminary data information aggregate；
In concrete scheme, the first correction verification module is used for：The data message for obtaining web crawlers in preset time is carried out
It is compared to each other；Delete the data message that similarity in two data messages is more than default Similarity value；In all data letter
After breath mutually compares, preliminary data information aggregate is obtained.Carried out by the data message obtained to multiple web crawlers preliminary
Similarity is more than the one of default Similarity value in any two data message in verification, the data message that screen reptile obtains
Individual data message, obtains preliminary data information aggregate, it is to avoid web crawlers obtains repeated data information, reduces repeated data information
Quantity.
Second correction verification module, for data message in preliminary data information aggregate and preset data information bank to be compared
And judge whether the data message verifies success；
In concrete scheme, the second correction verification module is used for：Obtain preliminary data one data message of information aggregate；Will be described
Data message carries out multiplicity with preset data information in preset data information bank and compared, and obtains repeating angle value and according to multiplicity
Value judges whether multiplicity verification succeeds with predetermined threshold value；When the angle value that repeats is more than predetermined threshold value, the data letter is judged
Cease multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；When all in preliminary data information aggregate
After data message carries out multiplicity relatively, multiplicity verification is completed.
Module is removed, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
Update module, present count is added to for multiplicity in preliminary data information aggregate to be verified into successful data message
According in information bank, preset data information bank is updated；
In concrete scheme, by preset data information in data message preset data information bank in preliminary data information aggregate
Multiplicity comparison is carried out, judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value, when preliminary data information collection
Data message multiplicity verification failure, deletes the data message in conjunction, reduces data message registration；When preliminary data information
Data message multiplicity is verified successfully in set, and data message in preliminary data information aggregate is added into preset data information bank
In, improve the real-time of multiplicity verification.
Data message pushing module, the data message for being added in preset data information bank is pushed to user；
In concrete scheme, after verifying twice, use is pushed to by updating to the data message in preset data information bank
Family.
Show as shown in Fig. 2 Fig. 2 is a kind of flow based on the data message update method repeatedly verified proposed by the present invention
It is intended to；
Reference picture 2, it is proposed by the present invention a kind of based on the data message update method repeatedly verified, it is characterised in that bag
Include：
S1, utilize web crawlers obtain data message；
In concrete scheme, multiple web crawlers can be set to obtain data, according to information gathering and analysis target,
Using web crawlers, various information is gathered.
S2, the data message obtained in preset time to web crawlers carry out preliminary check, obtain preliminary data information collection
Close；Specifically include：The data message that web crawlers is obtained is compared to each other in preset time；Delete in two data messages
Similarity is more than a data message of default Similarity value；After all data messages mutually compare, preliminary data is obtained
Information aggregate.
In concrete scheme, preliminary check is carried out by the data message obtained to multiple web crawlers, screen is climbed
Similarity is more than a data message of default Similarity value in any two data message in the data message that worm obtains, and obtains
Preliminary data information aggregate, it is to avoid web crawlers obtains repeated data information, reduces repeated data information content.
S3, data message in preliminary data information aggregate and preset data information bank are compared and the data are judged
Whether information verifies success；Specifically include：S31, acquisition preliminary data one data message of information aggregate；S32, by the data
Information with preset data information bank preset data information carry out multiplicity compared, obtain repeat angle value and according to repeat angle value with
Predetermined threshold value judges whether multiplicity verification succeeds；When the angle value that repeats is more than predetermined threshold value, the data message weight is judged
Multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；S33, the operation of repeat step S31, S32, until
All data messages carry out multiplicity comparison in preliminary data information aggregate；
S4, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
S5, multiplicity in preliminary data information aggregate is verified into successful data message it is added to preset data information bank
In, update preset data information bank.
In concrete scheme, by preset data information in data message preset data information bank in preliminary data information aggregate
Multiplicity comparison is carried out, judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value, when preliminary data information collection
Data message multiplicity verification failure, deletes the data message in conjunction, reduces data message registration；When preliminary data information
Data message multiplicity is verified successfully in set, and data message in preliminary data information aggregate is added into preset data information bank
In, improve the real-time of multiplicity verification.
Also include step S6, the data message being added in preset data information bank is pushed to user.
In concrete scheme, after verifying twice, use is pushed to by updating to the data message in preset data information bank
Family.
Present embodiment carries out preliminary check by the data message obtained to multiple web crawlers, and screen reptile is obtained
Similarity is more than a data message of default Similarity value in any two data message in the data message taken, obtains preliminary
Data message set, then preset data information in data message preset data information bank in preliminary data information aggregate is weighed
Multiplicity compares, and judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value, when number in preliminary data information aggregate
It is believed that breath multiplicity verification failure, deletes the data message；When data message multiplicity is verified in preliminary data information aggregate
Success, data message in preliminary data information aggregate is added in preset data information bank；In this way, being climbed first to multiple networks
Worm, which obtains, carries out similarity verification after mass data information, remove the high data message of the similarity obtained in real time, it is to avoid network
Reptile obtains repeated data information, reduces data message quantity, thus improves multiplicity verification efficiency, in multiplicity verification,
The higher data message of multiplicity is deleted, data message registration is reduced；The low data message of multiplicity is added to present count
According in information bank, the real-time of multiplicity verification is improved.
The foregoing is only a preferred embodiment of the present invention, but protection scope of the present invention be not limited thereto,
Any one skilled in the art the invention discloses technical scope in, technique according to the invention scheme and its
Inventive concept is subject to equivalent substitution or change, should all be included within the scope of the present invention.
Claims (10)
1. it is a kind of based on the data message repeatedly verified more new system, it is characterised in that including：
Data acquisition module, for obtaining data message using web crawlers；
First correction verification module, the data message for being obtained in preset time to web crawlers carries out preliminary check, obtains preliminary
Data message set；
Second correction verification module, for data message in preliminary data information aggregate to be compared and sentence with preset data information bank
Whether the data message that breaks verifies success；
Module is removed, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
Update module, for by multiplicity in preliminary data information aggregate verify successful data message be added to present count it is believed that
Cease in storehouse, update preset data information bank.
2. it is according to claim 1 based on the data message repeatedly verified more new system, it is characterised in that first school
Module is tested, specifically for：
The data message that web crawlers is obtained is compared to each other in preset time；
Delete the data message that similarity in two data messages is more than default Similarity value；
After all data messages mutually compare, preliminary data information aggregate is obtained.
3. it is according to claim 1 based on the data message repeatedly verified more new system, it is characterised in that second school
Module is tested, specifically for：
Obtain preliminary data one data message of information aggregate；
The data message and preset data information in preset data information bank are carried out into multiplicity to be compared, obtain repeating angle value simultaneously
Judge whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value；When the angle value that repeats is more than predetermined threshold value, judge
The data message multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；
After all data messages carry out multiplicity relatively in preliminary data information aggregate, multiplicity verification is completed.
4. it is according to claim 1 based on the data message repeatedly verified more new system, it is characterised in that the data are obtained
Modulus block includes multiple data acquisition submodules.
5. it is according to claim 1 based on the data message repeatedly verified more new system, it is characterised in that also including data
Info push module, the data message for being added in preset data information bank is pushed to user.
6. it is a kind of based on the data message update method repeatedly verified, it is characterised in that including：
S1, utilize web crawlers obtain data message；
S2, the data message obtained in preset time to web crawlers carry out preliminary check, obtain preliminary data information aggregate；
S3, data message in preliminary data information aggregate and preset data information bank are compared and the data message is judged
Whether verification is successful；
S4, the data message for deleting multiplicity verification failure in preliminary data information aggregate；
S5, multiplicity in preliminary data information aggregate is verified into successful data message be added in preset data information bank, more
New preset data information bank.
7. according to claim 6 based on the data message update method repeatedly verified, it is characterised in that step S2, tool
Body includes：
The data message that web crawlers is obtained is compared to each other in preset time；
Delete the data message that similarity in two data messages is more than default Similarity value；
After all data messages mutually compare, preliminary data information aggregate is obtained.
8. according to claim 6 based on the data message update method repeatedly verified, it is characterised in that step S3, tool
Body includes：
S31, acquisition preliminary data one data message of information aggregate；
S32, by the data message and in preset data information bank preset data information carry out multiplicity compared, obtain multiplicity
Value simultaneously judges whether multiplicity verification succeeds according to repetition angle value and predetermined threshold value；When it is described repeat angle value be more than predetermined threshold value,
Judge the data message multiplicity verification failure；Otherwise, judge that the data message multiplicity is verified successfully；
S33, the operation of repeat step S31, S32, until all data messages carry out multiplicity ratio in preliminary data information aggregate
Compared with.
9. it is according to claim 6 based on the data message update method repeatedly verified, it is characterised in that in step S1
In, obtain data message using multiple web crawlers.
10. it is according to claim 6 based on the data message update method repeatedly verified, it is characterised in that also including step
Rapid S6, the data message being added in preset data information bank is pushed to user.
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| CN108932285A (en) * | 2018-05-22 | 2018-12-04 | 北京工业大学 | A kind of data grab method and system based on browser extension |
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Application publication date: 20171107 |