CN108268482A - Information-pushing method, device and equipment - Google Patents
Information-pushing method, device and equipment Download PDFInfo
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- CN108268482A CN108268482A CN201611258479.4A CN201611258479A CN108268482A CN 108268482 A CN108268482 A CN 108268482A CN 201611258479 A CN201611258479 A CN 201611258479A CN 108268482 A CN108268482 A CN 108268482A
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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
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
This application discloses information-pushing method, device and equipment.One specific embodiment of this method includes：The inquiry request that user is sent by terminal is received, wherein, inquiry request includes keyword；Inquiry includes the record of keyword in pre-set database, and the record comprising keyword is alternately recorded；To every, alternative record performs following steps：The corresponding score of value of corresponding scheduled field in alternatively recording is determined based on the value of each scheduled field in alternative record；The gross score that the corresponding score of value of each scheduled field and the product of the weight of the pre-set scheduled field are alternatively recorded in cumulative alternative record；It is more than the alternative record of predetermined threshold value to terminal push gross score.The embodiment realizes the screening of information, and user is made to obtain the more efficient of information.
Description
Technical field
This application involves field of computer technology, and in particular to Internet technical field more particularly to information-pushing method,
Device and equipment.
Background technology
With the development of Internet technology, information content is increased with geometry rank, meanwhile, poor information management or management
It is not good at, result in user's screening and obtains the less efficient of information.
For example, enterprise is when selecting supplier, screen supplier according only to the impression to supplier sometimes, it is subjective into
It is point excessive, the information of supplier's various aspects in internet is not utilized to form comprehensive appraisement system, it is impossible to efficiently objectively into
Row vendor evaluation.
Invention content
The purpose of the application is to propose a kind of improved information-pushing method, device and equipment, to carry on the back more than solving
The technical issues of scape technology segment is mentioned.
In a first aspect, this application provides improved information-pushing method, this method includes：User is received to send out by terminal
The inquiry request sent, wherein, the inquiry request includes keyword；Inquiry includes the key in pre-set database
The record of word alternately records the record comprising the keyword；To every, alternative record performs following steps：Based on standby
The value of each scheduled field determines the corresponding score of value of corresponding scheduled field in alternatively recording in choosing record；Cumulative alternative record
In the product of weight of the corresponding score of value and the pre-set scheduled field of each scheduled field alternatively recorded
Gross score；It is more than the alternative record of predetermined threshold value to terminal push gross score.
In some embodiments, the value based on each scheduled field in alternative record determines corresponding pre- in alternatively recording
Determine the corresponding score of value of field, including：Determine that the value of each scheduled field is identical with other alternative records in alternative record
The ratio between importance of value of scheduled field；It is each scheduled field development of judgment matrix according to the ratio between identified importance；Meter
Calculate the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；Obtain corresponding member in the feature vector calculated
The corresponding score of value of element each scheduled field in alternately recording.
In some embodiments, the value based on each scheduled field in alternative record determines corresponding pre- in alternatively recording
Determine the corresponding score of value of field, including：According to the value of each scheduled field and the correspondence of score pre-established, determine
The corresponding score of value of each scheduled field in alternative record.
In some embodiments, the weight of scheduled field is determined by following steps in the database：Obtain the number
According to the ratio between importance of scheduled field each in library and other scheduled fields；Square is judged according to the foundation of the ratio between acquired importance
Battle array；Determine the corresponding feature vector of maximum eigenvalue of established judgment matrix；It is corresponding in feature vector determined by acquisition
Weight of the element as scheduled field each in the database.
In some embodiments, the inquiry request further includes filter information, and the filter information includes field to be screened
And screening conditions；And the inquiry in pre-set database includes the record of the keyword, will include the pass
At least one record of key word alternately records, including：Inquiry includes the keyword in pre-set database
Record；Judge whether the value of field to be screened in the record inquired meets the screening conditions；If it is, it will inquire
Record alternately records.
In some embodiments, the database is set by following steps：Search includes the webpage of characteristic information,
In, the characteristic information includes at least one of following：Enterprise name, industrial and commercial registration number, unified social credibility code, organization
Code；Capture content in the webpage searched；In response to judging that there is no include the characteristic information in the database
Record, the newly-built record for including the characteristic information；The content deposit of crawl is included in the record of the characteristic information.
In some embodiments, the scheduled field includes at least one of following：The affiliated industry of enterprise, scope of the enterprise, enterprise
Industry product type, materials circulation ability.
In some embodiments, it is described to push alternative record of the gross score more than predetermined threshold value, packet to the terminal
It includes：The value for being more than each supplemental field in the alternative record of predetermined threshold value based on the gross score determines that the gross score is more than in advance
If the corresponding score of value of each supplemental field in the alternative record of threshold value, wherein, the supplemental field includes following at least one
：The product quantity that the quantity of enterprise's license item to manage, enterprise procurement cost, enterprises registration capital amount, enterprise produce, enterprise
The patent and copyright number of industry, IT application in enterprises degree, the number of enterprise's violation discreditable behavior, enterprise's public feelings information；It is cumulative
The gross score is more than the corresponding score of value of each supplemental field and the pre-set benefit in the alternative record of predetermined threshold value
The product for filling the weight of field obtains the supplement score alternatively recorded that the gross score is more than predetermined threshold value；It is pushed away to the terminal
The supplement score is sent to be more than the alternative record of pre-set supplement threshold value.
Second aspect, this application provides a kind of information push-delivery apparatus, which includes：Receiving unit is used for receiving
The inquiry request that family is sent by terminal, wherein, the inquiry request includes keyword；Query unit, for pre-setting
Database in inquiry include the record of the keyword, the record comprising the keyword is alternately recorded；It calculates single
Member performs following steps for record alternative to every：It determines alternatively to record based on the value of each scheduled field in alternative record
In corresponding scheduled field the corresponding score of value；The corresponding score of value of each scheduled field with setting in advance in cumulative alternative record
The gross score that the product of the weight for the scheduled field put alternatively is recorded；Push unit, it is total for being pushed to the terminal
Score is more than the alternative record of predetermined threshold value.
In some embodiments, the computing unit, including the second determination subelement；And described second determine that son is single
Member, including：Determining module, for determining the value of each scheduled field and identical reserved word in other alternative records in alternative record
The ratio between importance of value of section；Module is built, for judging according to the ratio between identified importance for each scheduled field structure
Matrix；Computing module, for calculating the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；Acquisition module is used
The corresponding score of value of corresponding element each scheduled field in alternately recording in the feature vector calculated in acquisition.
In some embodiments, the computing unit, including：First determination subelement, for each according to pre-establishing
The value of a scheduled field and the correspondence of score determine the corresponding score of value of each scheduled field in alternative record.
In some embodiments, described device further includes determination unit, for determining the weight of scheduled field in database；
And the determination unit, including：First obtains subelement, pre- with other for obtaining each scheduled field in the database
Determine the ratio between importance of field；Subelement is established, for establishing judgment matrix according to the ratio between acquired importance；Third determines
Subelement, for determining the corresponding feature vector of maximum eigenvalue of established judgment matrix；Second obtains subelement, is used for
Weight of the corresponding element as scheduled field each in the database in feature vector determined by acquisition.
In some embodiments, the inquiry request further includes filter information, and the filter information includes field to be screened
And screening conditions；And the query unit, including：Subelement is inquired, is included for being inquired in pre-set database
The record of the keyword；Whether judgment sub-unit, the value for judging field to be screened in the record inquired meet described
Screening conditions, if it is, the record inquired is alternately recorded.
In some embodiments, described device further includes setting unit, for setting the database；And the setting
Unit, including：Search for subelement, include the webpage of characteristic information for searching for, wherein, the characteristic information including it is following at least
One：Enterprise name, industrial and commercial registration number, unified social credibility code, organization mechanism code；Subelement is captured, is searched for capturing
Rope to webpage in content；Newly-built subelement, in response to judging that there is no include the feature to believe in the database
The record of breath, the newly-built record for including the characteristic information；Storing sub-units, for the content captured deposit to be included the spy
In the record of reference breath.
In some embodiments, the push unit, including：4th determination subelement is big for being based on the gross score
The value of each supplemental field determines that the gross score is more than in the alternative record of predetermined threshold value in the alternative record of predetermined threshold value
The corresponding score of value of each supplemental field, wherein, the supplemental field includes at least one of following：Enterprise permits the item to manage
Quantity, enterprise procurement cost, enterprises registration capital amount, enterprise's production product quantity, the patent and copyright of enterprise
Number, IT application in enterprises degree, the number of enterprise's violation discreditable behavior, enterprise's public feelings information；
Computation subunit, for value of the gross score more than each supplemental field in the alternative record of predetermined threshold value that add up
It is alternative more than predetermined threshold value that the product of corresponding score and the weight of the pre-set supplemental field obtains the gross score
The supplement score of record；
Subelement is pushed, for being more than the alternative of pre-set supplement threshold value to the terminal push supplement score
Record.
The third aspect, this application provides a kind of equipment, including：One or more processors；Memory, for storing one
A or multiple computer programs when one or more of computer programs are performed by one or more of processors, make
Obtain method of one or more of processors execution as described in realization method any in first aspect.
Information-pushing method, device and the equipment that the application provides, the inquiry sent by receiving user by terminal
Request, inquiry includes the record of keyword in pre-set database, and the record comprising keyword is alternately remembered
Record, then to every, alternative record performs following steps：It determines alternatively to record based on the value of each scheduled field in alternative record
In corresponding scheduled field the corresponding score of value, the corresponding score of value of each scheduled field with setting in advance in the alternative record that adds up
The gross score that the product of the weight for the scheduled field put alternatively is recorded；Most backward terminal push gross score is more than default threshold
The alternative record of value, it is achieved thereby that the screening of information, makes user obtain the more efficient of information.
Description of the drawings
By reading the detailed description made to non-limiting example made with reference to the following drawings, the application's is other
Feature, objects and advantages will become more apparent upon：
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 is the flow chart according to one embodiment of the information-pushing method of the application；
Fig. 3 is the schematic diagram according to an application scenarios of the information-pushing method of the application；
Fig. 4 is the flow chart according to another embodiment of the information-pushing method of the application；
Fig. 5 is the structure diagram according to one embodiment of the information push-delivery apparatus of the application of the application；
Fig. 6 is adapted for the structure diagram of the computer system of the server for realizing the embodiment of the present application.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention rather than the restriction to the invention.It also should be noted that in order to
Convenient for description, illustrated only in attached drawing and invent relevant part with related.
It should be noted that in the absence of conflict, the feature in embodiment and embodiment in the application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 shows the exemplary system architecture of the embodiment of the information-pushing method that can apply the application or device
100。
As shown in Figure 1, system architecture 100 can include terminal device 101,102,103, network 104 and server 105.
Network 104 between terminal device 101,102,103 and server 105 provide transmission link medium.Network 104 can be with
Including various connection types, such as wired, wireless transmission link or fiber optic cables etc..
User can be interacted with using terminal equipment 101,102,103 by network 104 with server 105, to receive or send out
Send message etc..Various applications can be installed on terminal device 101,102,103, for example, the application of e-commerce class, browser class
Using the application of, system tool class, the application of instant messaging class, searching class application, the application of word processing class etc..
Terminal device 101,102,103 can be various electronic equipments, including but not limited to smart mobile phone, tablet computer,
E-book reader, pocket computer on knee and desktop computer etc..
Server 105 can be the background server that support is provided for the application installed on terminal device 101,102,103,
The for example, background server of 101,102,103 pushed information of terminal device.Background server can receive user and pass through terminal
The inquiry request that equipment 101,102,103 is sent, inquiry includes the record of keyword in pre-set database, and will wrap
Record containing keyword alternately records, and then to every, alternative record performs following steps：Based on each in alternative record
The value of scheduled field determines the corresponding score of value of corresponding scheduled field in alternatively recording, each reserved word in the alternative record that adds up
The gross score that the product of the corresponding score of value of section and the weight of the pre-set scheduled field is alternatively recorded；It is most backward
Terminal device 101,102,103 pushes the alternative record that gross score is more than predetermined threshold value.
It should be understood that the number of the terminal device, network and server in Fig. 1 is only schematical.According to realization need
Will, can have any number of terminal device, network and server.
It should be noted that the information-pushing method that the embodiment of the present application is provided generally is performed by server 105, accordingly
Ground, information push-delivery apparatus are generally positioned in server 105.
With continued reference to Fig. 2, the flow 200 of one embodiment of information-pushing method according to the application is shown.The letter
Method for pushing is ceased, is included the following steps：
Step 201, the inquiry request that user is sent by terminal is received.
In the present embodiment, the electronic equipment (such as server shown in FIG. 1) of information-pushing method operation thereon can
With the inquiry request sent by wired connection mode or radio connection reception user by terminal, wherein, inquiry please
It asks including keyword, keyword can be name of product etc..For example, user needs to purchase certain product or needs certain service
When, can input the product or service title or the product or the residing industry of service as keyword, and pass through terminal to
Above-mentioned electronic equipment transmission includes the inquiry request of the keyword.
Step 202, the record for including keyword is inquired in pre-set database, the record comprising keyword is made
Alternatively to record.
In the present embodiment, above-mentioned electronic equipment can be inquired to include in pre-set database and be connect in step 201
The record for the keyword that the inquiry request of receipts includes alternately records the record comprising keyword.Pre-set data
It can include the information of the various aspects about object to be pushed in library, the information of various aspects can be recorded in database respectively not
In same field.For example, pre-set database can be the database for storing company information, the field in database
It can include the affiliated industry of enterprise, scope of the enterprise, enterprise product type, materials circulation ability etc..If keyword input by user
It is name of product, then whether the field that can inquire enterprise product type in database includes the name of product, will include the production
The record that the name of an article claims alternately records.The affiliated industry of enterprise can be true according to industrial and commercial registration industrial sectors of national economy and business scope
It is fixed.
In some optional realization methods of the present embodiment, database can be set by following steps：Search includes
The webpage of characteristic information, wherein, characteristic information can include at least one of following：Enterprise name, industrial and commercial registration number, unified society
Credit code, organization mechanism code；Capture content in the webpage searched；In response to judging that there is no include spy in database
The record of reference breath, the newly-built record for including characteristic information；The content deposit of crawl is included in the record of characteristic information.Enterprise
Title can be enterprise's full name, enterprise's abbreviation and business entity's title.Specifically, can capture various forms of information (such as
Text document, journal file, data form and real-time stream etc.), the information of crawl can be including at least one of following：
Enterprise's basic data, operation data, government supervision data, enterprise site search data, media public sentiment data, wherein, enterprise
Industry basic data can include enterprise name, registion time, registered address, corporate juridical person, business scope, company nature etc.,
Operation data can include enterprise and manage product information mainly, and government supervision data can include enterprise's industrial and commercial administration punishment note
Record, judicial supervision record, the tax supervise record, financial regulation record etc., and enterprise site search data can include being directed to having noted
The correspondence website traffic-operating period information that volume website and the enterprise runed obtain, media public sentiment data can include Target Enterprise in net
The operation information exposed on network media.Since data volume is very big, can periodically be captured, for example, can with ten days into
The primary crawl of row.
In some optional realization methods of the present embodiment, database can also be carried by receiving external data supplier
The data of confession are established, for example, can receive user's input or connect with other Databases, directly acquire other databases
In data, other databases can be the database for being stored with enterprise's collage-credit data.
In some optional realization methods of the present embodiment, inquiry request can also include filter information, filter information
Including field to be screened and screening conditions；And inquiry includes the record of keyword in pre-set database, will include
At least one record of keyword alternately records, and can include：Inquiry includes keyword in pre-set database
Record；Judge whether the value of field to be screened in the record inquired meets screening conditions；If it is, the note that will be inquired
Record alternately records.For example, database is the database for storing company information, user, which can select field to be screened, is
" scope of the enterprise ", screening conditions are more than 500 people.
Step 203, to every, alternative record performs following steps：It is determined based on the value of each scheduled field in alternative record
The corresponding score of value of corresponding scheduled field in alternative record；The corresponding score of value of each scheduled field in cumulative alternative record
The gross score alternatively recorded with the product of the weight of the pre-set scheduled field.
In the present embodiment, above-mentioned electronic equipment can perform the every alternative record inquired in step 202 following
Step：The corresponding score of value of corresponding scheduled field in alternatively recording is determined based on the value of each scheduled field in alternative record；
The corresponding score of value of each scheduled field and the product of the weight of the pre-set scheduled field obtain in cumulative alternative record
To the gross score alternatively recorded.
In some optional realization methods of the present embodiment, based on each scheduled field in alternative record value determine it is standby
The corresponding score of value of corresponding scheduled field in choosing record, including：According to the value and score of each scheduled field pre-established
Correspondence, determine the corresponding score of value of each scheduled field in alternative record.
In some optional realization methods of the present embodiment, based on each scheduled field in alternative record value determine it is standby
The corresponding score of value of corresponding scheduled field in choosing record, including：Determine in alternative record the value of each scheduled field and other
The ratio between importance of value of identical scheduled field in alternative record；It is each scheduled field structure according to the ratio between identified importance
Build judgment matrix；Calculate the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；Obtain the feature that calculates to
The corresponding score of value of each scheduled field during corresponding element alternately records in amount.Each scheduled field in alternative record
Value can be ranked with the ratio between importance of value of identical scheduled field in other alternative records by 9 points of position ratios, can be according to important
The ratio between degree establishes judgment matrixElement b in matrix BijFor scheduled field in alternatively recording
Value i and the ratio between importance of value j of identical scheduled field, b in other alternative recordsijThere can be 9 kinds of values, respectively 1/9,1/
7,1/5,1/3,1/1,3/1,5/1,7/1,9/1, it represents respectively in alternative record in the value i of scheduled field and other alternative records
The significance level of the value j of identical scheduled field is from light to heavy.The mode for obtaining the ratio between importance can be received user's input, lead to
Cross range residing for the value of pre-set scheduled field and importance correspondence obtain or by machine learning method into
Row training obtains.
The corresponding feature vector of maximum eigenvalue of constructed judgment matrix is calculated, geometric average method (root may be used
Method) or specification column average method (and method).The product of geometric average method, that is, each element of each rows of calculating matrix B, obtains a n row one
The matrix H of row；The n times root of each elements of calculating matrix H obtains matrix I；Matrix I is normalized to obtain matrix J；
The matrix J is required vector.I.e. to matrix B, each row normalization obtains matrix K to specification column average method；By matrix K per a line
Being averaged for element is worth to the matrix L of one one row n row；Matrix L is required vector.Corresponding element is i.e. in the vector acquired
Weight for scheduled field each in database.
In some optional realization methods of the present embodiment, the weight of scheduled field can pass through level point in database
Analysis method, VC Method equal weight determine method to determine.It can specifically be determined by following steps：It obtains each in database
The ratio between scheduled field and the importance of other scheduled fields；Judgment matrix is established according to the ratio between acquired importance；Determine institute
The corresponding feature vector of maximum eigenvalue of the judgment matrix of foundation；Corresponding element conduct in feature vector determined by acquisition
The weight of each scheduled field in database.
The ratio between above-mentioned importance can be understood as the comparison result of importance, can be ranked by 9 points of position ratios, can be according to weight
It the ratio between spends and to establish judgment matrixElement a in matrix AijFor scheduled field i with
The ratio between importance of scheduled field j, for example, a12It is important with " scope of the enterprise " that scheduled field " the affiliated industry of enterprise " can be represented
The ratio between degree, a13The ratio between scheduled field " the affiliated industry of enterprise " and the importance of " enterprise product type ", a can be represented23It can generation
The ratio between table scheduled field " scope of the enterprise " and the importance of " enterprise product type ", aijThere are 9 kinds of values, respectively 1/9,1/7,1/
5,1/3,1/1,3/1,5/1,7/1,9/1, respectively represent scheduled field i relative to scheduled field j significance level from light to heavy.
The mode for obtaining the ratio between importance can be received user's input or be trained to obtain by machine learning method.
It determines the corresponding feature vector of maximum eigenvalue of established judgment matrix, geometric average method (root may be used
Method) or specification column average method (and method).The product of geometric average method, that is, each element of each rows of calculating matrix A, obtains a n row one
The matrix G of row；The n times root of each elements of calculating matrix G obtains Matrix C；Matrix C is normalized to obtain matrix D；
The matrix D is required vector.I.e. to matrix A, each row normalization obtains matrix E to specification column average method；By matrix E per a line
Being averaged for element is worth to the matrix F of one one row n row；Matrix F is required vector.Normalizing can be carried out to the vector acquired
Change is handled, and corresponding element is the weight of each scheduled field in database in vector.
In some optional realization methods of the present embodiment, scheduled field includes at least one of following：The affiliated row of enterprise
Industry, scope of the enterprise, enterprise product type, materials circulation ability.
Step 204, the alternative record of predetermined threshold value is more than to terminal push gross score.
In the present embodiment, above-mentioned electronic equipment can push the gross score being calculated in step 203 to terminal and be more than
The alternative record of predetermined threshold value.The alternative record of push, which can be pushed directly, alternatively records all contents, can also be with hyperlink
The form major key that alternatively records of push or part field, user can be entered by clickable hyperlinks respective page understand it is alternative
More details of record.
In some optional realization methods of the present embodiment, the alternative note of predetermined threshold value is more than to terminal push gross score
Record, including：The value for being more than each supplemental field in the alternative record of predetermined threshold value based on gross score determines gross score more than default
The corresponding score of value of each supplemental field in the alternative record of threshold value, wherein, supplemental field includes at least one of following：Enterprise
The product quantity that the quantity of the industry license item to manage, enterprise procurement cost, enterprises registration capital amount, enterprise produce, enterprise
Patent and copyright number, IT application in enterprises degree, the number of enterprise's violation discreditable behavior, enterprise's public feelings information；Cumulative total score
Value corresponding score of the number more than each supplemental field in the alternative record of predetermined threshold value and the pre-set supplemental field
The product of weight obtains the supplement score alternatively recorded that gross score is more than predetermined threshold value；Supplement score is pushed to terminal to be more than in advance
The alternative record of the supplement threshold value first set.Enterprise procurement cost can embody the purchasing management ability of enterprise, purchasing management energy
Power can represent that result is bigger by the ratio between the difference of procurement budget fund and actual purchase cost and procurement budget fund,
Illustrate that purchasing management ability is stronger.The product quantity of enterprise's production and the patent and copyright number of enterprise can embody enterprise
Production and research and development ability.Enterprise's public feelings information can be issued various types media in network by way of web page crawl
Information carry out independent third party's observation, form quantitative statistics and qualitative analysis, and combine semantic analysis algorithmic derivation, conclude
It summarizes and finally formed a set of network public-opinion index number system.Postsearch screening to alternatively recording is realized by supplemental field,
The data volume for avoiding single treatment simultaneously is excessive.
With continued reference to Fig. 3, Fig. 3 is a schematic diagram according to the application scenarios of the present embodiment information-pushing method.Fig. 3's
Application scenarios are the methods that supplier is selected for user, are included the following steps：Step 301, supplier information acquires.Information collection
Method can include, and collect enterprise's publicity information that such as State Administration for Industry ＆ Commerce of each administrative department announces, extraction enterprise reference information,
Artificial collection of information etc., collected information is possibly stored to computer hardware storage device or internet high in the clouds virtual memory is situated between
In matter.Step 302, information processing and analysis.Information processing, for classifying collected information with polymerizeing, can be incited somebody to action with analysis
All kinds of reference information categorizations of enterprise are：The basic qualification information of supplier, license management ability, purchasing management ability, capital and
Financial capability, production and research and development ability, the level of informatization, related law enforcement agency supervision record and enterprise's public feelings information.Step
303, supplier's primary election.Information processing and analysis result can be utilized, from the affiliated industry of Target Enterprise, scope of the enterprise, product class
Type, four aspects of logistics capability establish matrix, enterprise are screened.Step 304, supplier is preferred.Level point may be used
Analysis method compares the basic qualification information of supplier, license management ability, purchasing management ability, capital and financial capability, produces and grind
Hair ability, the level of informatization, related law enforcement agency supervision record and enterprise's public feelings information are so as to select target offerings quotient.
Information-pushing method provided in this embodiment, the inquiry request sent by receiving user by terminal, advance
Inquiry includes the record of keyword in the database of setting, and the record comprising keyword is alternately recorded, then to every
Item alternatively records execution following steps：Corresponding reserved word in alternatively recording is determined based on the value of each scheduled field in alternative record
The corresponding score of value of section, add up the corresponding score of value of each scheduled field and the pre-set reserved word in alternatively recording
The gross score that the product of the weight of section is alternatively recorded；Most backward terminal push gross score is more than the alternative note of predetermined threshold value
Record, it is achieved thereby that the screening of information, makes user obtain the more efficient of information.
With further reference to Fig. 4, it illustrates the flows 400 of another embodiment of information-pushing method.The information pushes
The flow 400 of method, includes the following steps：
Step 401, the inquiry request that user is sent by terminal is received.
In the present embodiment, the electronic equipment (such as server shown in FIG. 1) of information-pushing method operation thereon can
With the inquiry request sent by wired connection mode or radio connection reception user by terminal, wherein, inquiry please
It asks including keyword, keyword can be name of product etc..
Step 402, the record for including keyword is inquired in pre-set database, the record comprising keyword is made
Alternatively to record.
In the present embodiment, above-mentioned electronic equipment can be inquired to include in pre-set database and be connect in step 401
The record for the keyword that the inquiry request of receipts includes alternately records the record comprising keyword.
Step 4031, the value of each scheduled field and identical scheduled field in other alternative records in alternative record are determined
The ratio between importance of value.
In the present embodiment, above-mentioned electronic equipment can determine each reserved word in the alternative record obtained in step 402
The value of section and the ratio between importance of value of identical scheduled field in other alternative records.The quantization of the ratio between significance level and importance
Relationship can be as shown in table 1.Scheduled field can include at least one of following：The affiliated industry of enterprise, scope of the enterprise, enterprise product
Type, materials circulation ability.In alternative record the value of each scheduled field with other alternatively record in identical scheduled field value
The ratio between importance can be ranked by 9 points of position ratios.The mode for obtaining the ratio between importance can be received user's input or pass through machine
Device learning method is trained to obtain.The range residing for the value of pre-set scheduled field and importance can also be passed through
Correspondence obtains the ratio between importance, for example, the record that the value for pre-setting " scope of the enterprise " field is more than 500, with " enterprise
The value of scale " field is that the ratio between less than 100 importance of record is 7.
Table 1
Step 4032, it is each scheduled field development of judgment matrix according to the ratio between identified importance.
In the present embodiment, above-mentioned electronic equipment the ratio between importance can make a reservation for according to determined by step 4031 to be each
Field development of judgment matrix.The judgment matrix of structure can beElement b in matrix BijFor
The value i of scheduled field and the ratio between importance of value j of identical scheduled field, b in other alternative records in alternative recordijCan have
9 kinds of values, respectively 1/9,1/7,1/5,1/3,1/1,3/1,5/1,7/1,9/1, scheduled field in alternative record is represented respectively
Value i and the significance level of the value j of identical scheduled field in other alternative records from light to heavy.Further, it is also possible to structure
Judgment matrix carries out consistency check.
Step 4033, the corresponding feature vector of maximum eigenvalue of constructed judgment matrix is calculated.
In the present embodiment, above-mentioned electronic equipment can calculate the maximum eigenvalue of the judgment matrix constructed by step 4032
Corresponding feature vector.The corresponding feature vector of maximum eigenvalue of constructed judgment matrix is calculated, geometry may be used and put down
Equal method (root method) or specification column average method (and method).The product of geometric average method, that is, each element of each rows of calculating matrix B, obtains one
The matrix H that a n rows one arrange；The n times root of each elements of calculating matrix H obtains matrix I；Matrix I is normalized
To matrix J；The matrix J is required vector.I.e. to matrix B, each row normalization obtains matrix K to specification column average method；By square
Being averaged for the battle array each row elements of K is worth to the matrix L of one one row n row；Matrix L is required vector.
Step 4034, each scheduled field during corresponding element alternately records in the feature vector calculated is obtained
It is worth corresponding score.
In the present embodiment, above-mentioned electronic equipment can be with corresponding element in feature vector that obtaining step 4033 calculates
The corresponding score of value of each scheduled field in alternately recording.I-th of element in the feature vector of the judgment matrix B of structure
The score of the value i of scheduled field in as alternative record.
Step 4035, add up the corresponding score of value of each scheduled field and the pre-set reserved word in alternatively recording
The gross score that the product of the weight of section is alternatively recorded.
In the present embodiment, each scheduled field in the alternative record that above-mentioned electronic equipment can be obtained with accumulation step 4034
The corresponding score of value and the pre-set scheduled field weight the gross score that is alternatively recorded of product.
Step 404, the alternative record of predetermined threshold value is more than to terminal push gross score.
In the present embodiment, above-mentioned electronic equipment can push the gross score being calculated in step 4035 to terminal and be more than
The alternative record of predetermined threshold value.The alternative record of push, which can be pushed directly, alternatively records all contents, can also be with hyperlink
The form major key that alternatively records of push or part field, user can be entered by clickable hyperlinks respective page understand it is alternative
More details of record.
Figure 4, it is seen that how really to be increased first unlike embodiment corresponding from Fig. 2, in the present embodiment
In fixed alternative record the step of the value of corresponding scheduled field corresponding score, the accuracy of filter information is further improved, is made
User obtains the more efficient of information.
With further reference to Fig. 5, as the realization to method shown in above-mentioned each figure, this application provides a kind of push of information to fill
The one embodiment put, the device embodiment is corresponding with embodiment of the method shown in Fig. 2, which specifically can be applied to respectively
In kind electronic equipment.
As shown in figure 5, the information push-delivery apparatus 500 of the present embodiment includes：Receiving unit 501, calculates query unit 502
Unit 503 and push unit 504.Wherein, receiving unit 501, for receiving the inquiry request that user is sent by terminal,
In, inquiry request includes keyword；Query unit 502, for inquiring the note for including keyword in pre-set database
Record, the record comprising keyword is alternately recorded；Computing unit 503 performs following walk for record alternative to every
Suddenly：The corresponding score of value of corresponding scheduled field in alternatively recording is determined based on the value of each scheduled field in alternative record；It is tired
The corresponding score of value of each scheduled field and the product of the weight of the pre-set scheduled field in alternative record is added to obtain
The gross score alternatively recorded；Push unit 504, for being more than the alternative record of predetermined threshold value to terminal push gross score.
In the present embodiment, receiving unit 501, query unit 502, computing unit 503 and push unit 504 is specific
Processing can be with the detailed description of 2 corresponding embodiment step 201 of reference chart, step 202, step 203 and step 204, herein no longer
It repeats.
In some optional realization methods of the present embodiment, computing unit 503, including：First determination subelement, is used for
According to the value of each scheduled field and the correspondence of score pre-established, the value of each scheduled field in alternative record is determined
Corresponding score.
In some optional realization methods of the present embodiment, computing unit 503, including the second determination subelement；And
Second determination subelement, including：Determining module, for determining the value of each scheduled field and other alternative records in alternatively record
In identical scheduled field the ratio between the importance of value；Module is built, for being each predetermined according to the ratio between identified importance
Field development of judgment matrix；Computing module, for calculating the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；
Acquisition module, for obtaining the value pair of each scheduled field during corresponding element alternately records in the feature vector that calculates
The score answered.
In some optional realization methods of the present embodiment, device further includes determination unit, for determining in database
The weight of scheduled field；And determination unit, including：First obtains subelement, for obtaining each scheduled field in database
The ratio between with the importance of other scheduled fields；Subelement is established, for establishing judgment matrix according to the ratio between acquired importance；
Third determination subelement, for determining the corresponding feature vector of maximum eigenvalue of established judgment matrix；Second obtains son
Unit, for obtaining corresponding weight of the element as scheduled field each in database in identified feature vector.
In some optional realization methods of the present embodiment, inquiry request further includes filter information, and filter information includes
Field and screening conditions to be screened；And query unit 502, including：Subelement is inquired, in pre-set database
Inquiry includes the record of keyword；Whether judgment sub-unit, the value for judging field to be screened in the record inquired meet
Screening conditions, if it is, the record inquired is alternately recorded.
In some optional realization methods of the present embodiment, device further includes setting unit, for setting database；With
And setting unit, including：Search for subelement, include the webpage of characteristic information for searching for, wherein, characteristic information including with down toward
One item missing：Enterprise name, industrial and commercial registration number, unified social credibility code, organization mechanism code；Subelement is captured, for capturing
Content in the webpage searched；Newly-built subelement, in response to judging that there is no the notes for including characteristic information in database
Record, the newly-built record for including characteristic information；Storing sub-units, for the content captured deposit to be included to the record of characteristic information
In.
In some optional realization methods of the present embodiment, push unit 504, including：4th determination subelement, is used for
The value for being more than each supplemental field in the alternative record of predetermined threshold value based on gross score determines that gross score is more than the standby of predetermined threshold value
The corresponding score of value of each supplemental field in choosing record, wherein, supplemental field includes at least one of following：Enterprise's license is managed
The product quantity that the quantity of project, enterprise procurement cost, enterprises registration capital amount, enterprise produce, the patent and works of enterprise
Weigh number, IT application in enterprises degree, the number of enterprise's violation discreditable behavior, enterprise's public feelings information；Computation subunit, for adding up
Gross score is more than the corresponding score of value of each supplemental field and the pre-set supplement word in the alternative record of predetermined threshold value
The product of the weight of section obtains the supplement score alternatively recorded that gross score is more than predetermined threshold value；Subelement is pushed, for end
Push supplement score in end is more than the alternative record of pre-set supplement threshold value.
Below with reference to Fig. 6, it illustrates suitable for being used for realizing the computer system 600 of the server of the embodiment of the present application
Structure diagram.
As shown in fig. 6, computer system 600 includes central processing unit (CPU) 601, it can be read-only according to being stored in
Program in memory (ROM) 602 or be loaded into program in random access storage device (RAM) 603 from storage section 608 and
Perform various appropriate actions and processing.In RAM 603, also it is stored with system 600 and operates required various programs and data.
CPU 601, ROM 602 and RAM 603 are connected with each other by bus 604.Input/output (I/O) interface 605 is also connected to always
Line 604.
I/O interfaces 605 are connected to lower component：Importation 606 including keyboard, mouse etc.；Including such as liquid crystal
Show the output par, c 607 of device (LCD) etc. and loud speaker etc.；Storage section 608 including hard disk etc.；And including such as LAN
The communications portion 609 of the network interface card of card, modem etc..Communications portion 609 is performed via the network of such as internet
Communication process.Driver 610 is also according to needing to be connected to I/O interfaces 605.Detachable media 611, such as disk, CD, magneto-optic
Disk, semiconductor memory etc. are mounted on driver 610 as needed, in order to from the computer program root read thereon
According to needing to be mounted into storage section 608.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description
Software program.For example, embodiment of the disclosure includes a kind of computer program product, it is machine readable including being tangibly embodied in
Computer program on medium, computer program are included for the program code of the method shown in execution flow chart.Such
In embodiment, which can be downloaded and installed from network by communications portion 609 and/or be situated between from detachable
Matter 611 is mounted.When the computer program is performed by central processing unit (CPU) 601, perform and limited in the present processes
Above-mentioned function.
Flow chart and block diagram in attached drawing, it is illustrated that according to the system of the various embodiments of the application, method and computer journey
Architectural framework in the cards, function and the operation of sequence product.In this regard, each box in flow chart or block diagram can generation
The part of one module of table, program segment or code, a part for module, program segment or code are used for comprising one or more
The executable instruction of logic function as defined in realization.It should also be noted that it in some implementations as replacements, is marked in box
Function can also be different from the sequence marked in attached drawing generation.For example, two boxes succeedingly represented actually may be used
To perform substantially in parallel, they can also be performed in the opposite order sometimes, this is depended on the functions involved.It is also noted that
, the combination of each box in block diagram and/or flow chart and the box in block diagram and/or flow chart can use and perform
The dedicated hardware based system of defined functions or operations is realized or can use specialized hardware and computer instruction
It combines to realize.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard
The mode of part is realized.Described unit can also be set in the processor, for example, can be described as：A kind of processor packet
Include receiving unit, query unit, computing unit and push unit.Wherein, the title of these units is not under certain conditions
The restriction to the unit in itself is formed, for example, receiving unit is also described as " receiving the inquiry that user is sent by terminal
The unit of request ".
As on the other hand, present invention also provides a kind of nonvolatile computer storage media, the non-volatile calculating
Machine storage medium can be nonvolatile computer storage media included in device in above-described embodiment；Can also be independent
In the presence of without the nonvolatile computer storage media in supplying terminal.Above-mentioned nonvolatile computer storage media is stored with
One or more program, when one or more program is performed by an equipment so that equipment：It receives user and passes through terminal
The inquiry request of transmission, in pre-set database inquiry include the record of keyword, and by the record comprising keyword
It alternately records, then to every, alternative record performs following steps：Value based on each scheduled field in alternative record is true
Determine the corresponding score of value of corresponding scheduled field in alternative record, corresponding point of the value of each scheduled field in the alternatively record that adds up
The gross score that the product of number and the weight of the pre-set scheduled field is alternatively recorded；Most backward terminal push gross score
More than the alternative record of predetermined threshold value.
The preferred embodiment and the explanation to institute's application technology principle that above description is only the application.People in the art
Member should be appreciated that invention scope involved in the application, however it is not limited to the technology that the specific combination of above-mentioned technical characteristic forms
Scheme, while should also cover in the case where not departing from inventive concept, it is carried out by above-mentioned technical characteristic or its equivalent feature arbitrary
The other technical solutions for combining and being formed.Such as features described above has similar functions with (but not limited to) disclosed herein
The technical solution that technical characteristic is replaced mutually and formed.
Claims (16)
- A kind of 1. method of information push, which is characterized in that the method includes：The inquiry request that user is sent by terminal is received, wherein, the inquiry request includes keyword；Inquiry includes the record of the keyword in pre-set database, using the record comprising the keyword as standby Choosing record；To every, alternative record performs following steps：Phase in alternatively recording is determined based on the value of each scheduled field in alternative record Answer the corresponding score of value of scheduled field；In cumulative alternative record the corresponding score of value of each scheduled field with it is pre-set The gross score that the product of the weight of the scheduled field is alternatively recorded；It is more than the alternative record of predetermined threshold value to terminal push gross score.
- 2. according to the method described in claim 1, it is characterized in that, the value based on each scheduled field in alternative record is true The corresponding score of value of corresponding scheduled field in fixed alternative record, including：Determine the value of each scheduled field in alternative record with other alternatively record in identical scheduled field value importance it Than；It is each scheduled field development of judgment matrix according to the ratio between identified importance；Calculate the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；Obtain the corresponding score of value of corresponding element each scheduled field in alternately recording in the feature vector calculated.
- 3. according to the method described in claim 1, it is characterized in that, the value based on each scheduled field in alternative record is true The corresponding score of value of corresponding scheduled field in fixed alternative record, including：According to the value of each scheduled field and the correspondence of score pre-established, each scheduled field in alternative record is determined The corresponding score of value.
- 4. method according to any one of claim 1-3, which is characterized in that the weight of scheduled field in the database It is determined by following steps：Obtain the ratio between each scheduled field and the importance of other scheduled fields in the database；Judgment matrix is established according to the ratio between acquired importance；Determine the corresponding feature vector of maximum eigenvalue of established judgment matrix；Weight of the corresponding element as scheduled field each in the database in feature vector determined by acquisition.
- 5. method according to any one of claim 1-3, which is characterized in that the inquiry request further includes screening letter Breath, the filter information include field to be screened and screening conditions；AndThe inquiry in pre-set database includes the record of the keyword, by least one comprising the keyword Item record alternately records, including：Inquiry includes the record of the keyword in pre-set database；Judge whether the value of field to be screened in the record inquired meets the screening conditions；If it is, the record inquired is alternately recorded.
- 6. method according to any one of claim 1-3, which is characterized in that the database is set by following steps It puts：Search includes the webpage of characteristic information, wherein, the characteristic information includes at least one of following：Enterprise name, industrial and commercial note Volume number, unified social credibility code, organization mechanism code；Capture content in the webpage searched；It is newly-built to include the characteristic information in response to judging that there is no the records for including the characteristic information in the database Record；The content deposit of crawl is included in the record of the characteristic information.
- 7. method according to any one of claim 1-3, which is characterized in that the scheduled field includes following at least one ：The affiliated industry of enterprise, scope of the enterprise, enterprise product type, materials circulation ability.
- 8. method according to any one of claim 1-3, which is characterized in that described to push the total score to the terminal Number is more than the alternative record of predetermined threshold value, including：The value for being more than each supplemental field in the alternative record of predetermined threshold value based on the gross score determines that the gross score is more than The corresponding score of value of each supplemental field in the alternative record of predetermined threshold value, wherein, the supplemental field include it is following at least One：The product quantity that the quantity of enterprise's license item to manage, enterprise procurement cost, enterprises registration capital amount, enterprise produce, The patent and copyright number of enterprise, IT application in enterprises degree, the number of enterprise's violation discreditable behavior, enterprise's public feelings information；The gross score that adds up is more than the corresponding score of value of each supplemental field in the alternative record of predetermined threshold value with setting in advance The product of the weight for the supplemental field put obtains the supplement score alternatively recorded that the gross score is more than predetermined threshold value；It is more than the alternative record of pre-set supplement threshold value to the terminal push supplement score.
- 9. a kind of device of information push, which is characterized in that described device includes：Receiving unit, for receiving the inquiry request that user is sent by terminal, wherein, the inquiry request includes keyword；Query unit for inquiring the record for including the keyword in pre-set database, will include the key The record of word alternately records；Computing unit performs following steps for record alternative to every：Value based on each scheduled field in alternative record is true The corresponding score of value of corresponding scheduled field in fixed alternative record；Corresponding point of the value of each scheduled field in cumulative alternative record The gross score that the product of number and the weight of the pre-set scheduled field is alternatively recorded；Push unit, for being more than the alternative record of predetermined threshold value to terminal push gross score.
- 10. device according to claim 9, which is characterized in that the computing unit, including the second determination subelement；With AndSecond determination subelement, including：Determining module, for determining the value of each scheduled field and identical scheduled field in other alternative records in alternative record The ratio between importance of value；Module is built, for being each scheduled field development of judgment matrix according to the ratio between identified importance；Computing module, for calculating the corresponding feature vector of maximum eigenvalue of constructed judgment matrix；Acquisition module, for obtaining each scheduled field during corresponding element alternately records in the feature vector that calculates It is worth corresponding score.
- 11. device according to claim 9, which is characterized in that the computing unit, including：First determination subelement, for according to the value of each scheduled field and the correspondence of score pre-established, determining standby The corresponding score of value of each scheduled field in choosing record.
- 12. according to the device described in any one of claim 9-11, which is characterized in that described device further includes determination unit, For determining the weight of scheduled field in database；AndThe determination unit, including：First obtains subelement, for obtain the importance of each scheduled field and other scheduled fields in the database it Than；Subelement is established, for establishing judgment matrix according to the ratio between acquired importance；Third determination subelement, for determining the corresponding feature vector of maximum eigenvalue of established judgment matrix；Second obtains subelement, for element corresponding in feature vector determined by obtaining as each pre- in the database Determine the weight of field.
- 13. according to the device described in any one of claim 9-11, which is characterized in that the inquiry request further includes screening letter Breath, the filter information include field to be screened and screening conditions；AndThe query unit, including：Subelement is inquired, for inquiring the record for including the keyword in pre-set database；Whether judgment sub-unit, the value for judging field to be screened in the record inquired meet the screening conditions, if It is then alternately to record the record inquired.
- 14. according to the device described in any one of claim 9-11, which is characterized in that described device further includes setting unit, For setting the database；AndThe setting unit, including：Subelement is searched for, for searching for the webpage for including characteristic information, wherein, the characteristic information includes at least one of following： Enterprise name, industrial and commercial registration number, unified social credibility code, organization mechanism code；Subelement is captured, for capturing content in the webpage searched；Newly-built subelement, in response to judging that there is no the records for including the characteristic information in the database, create Include the record of the characteristic information；Storing sub-units, for the content captured deposit to be included in the record of the characteristic information.
- 15. according to the device described in any one of claim 9-11, which is characterized in that the push unit, including：4th determination subelement, for being more than the value of each supplemental field in the alternative record of predetermined threshold value based on the gross score Determine that the gross score is more than the corresponding score of value of each supplemental field in the alternative record of predetermined threshold value, wherein, the benefit Field is filled including at least one of following：Enterprise's license quantity of the item to manage, enterprise procurement cost, enterprises registration capital amount, The product quantity of enterprise's production, time of the patent and copyright number, IT application in enterprises degree, enterprise's violation discreditable behavior of enterprise Number, enterprise's public feelings information；Computation subunit, for adding up, the gross score is corresponded to more than the value of each supplemental field in the alternative record of predetermined threshold value The product of weight of score and the pre-set supplemental field obtain the alternative record that the gross score is more than predetermined threshold value Supplement score；Subelement is pushed, for being more than the alternative note of pre-set supplement threshold value to the terminal push supplement score Record.
- 16. a kind of equipment, including：One or more processors；Memory, it is one in one or more of computer programs for storing one or more computer programs Or multiple processors are when performing so that one or more of processors perform the side as described in any one of claim 1 to 8 Method.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201611258479.4A CN108268482A (en) | 2016-12-30 | 2016-12-30 | Information-pushing method, device and equipment |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201611258479.4A CN108268482A (en) | 2016-12-30 | 2016-12-30 | Information-pushing method, device and equipment |
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| CN108268482A true CN108268482A (en) | 2018-07-10 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201611258479.4A Pending CN108268482A (en) | 2016-12-30 | 2016-12-30 | Information-pushing method, device and equipment |
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| CN111833197A (en) * | 2020-07-13 | 2020-10-27 | 北京逸风金科软件有限公司 | Telemetry data processing method and device of credit investigation protocol |
| CN112861894A (en) * | 2019-11-27 | 2021-05-28 | 华为技术有限公司 | Data stream classification method, device and system |
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Application publication date: 20180710 |