CN110083752A - Information of real estate recommended method, device, equipment and storage medium - Google Patents
Information of real estate recommended method, device, equipment and storage medium Download PDFInfo
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- CN110083752A CN110083752A CN201910205702.6A CN201910205702A CN110083752A CN 110083752 A CN110083752 A CN 110083752A CN 201910205702 A CN201910205702 A CN 201910205702A CN 110083752 A CN110083752 A CN 110083752A
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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
- G06F16/90—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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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/16—Real estate
Abstract
The invention discloses a kind of information of real estate recommended method, device, equipment and storage mediums, this method comprises: receiving the information of real estate recommendation request that broker is sent by mobile terminal, the information of real estate recommendation request includes the exclusive identification code of the mobile terminal；The cell travel log of the mobile terminal is extracted according to the exclusive identification code, and the concern cell of the mobile terminal is obtained from the cell travel log；The first information of real estate of the concern cell is obtained according to the concern cell, and the source of houses feature of the concern cell is extracted according to first information of real estate；Recommend the second information of real estate with the source of houses feature to the mobile terminal by pre-set priority.The present invention is based on big datas to draw a portrait to broker's behavior, by the concern cell for obtaining broker, and information of real estate is recommended according to the source of houses feature of the concern cell, the specific aim of information of real estate recommendation is enhanced, the efficiency that broker obtains information of real estate is also improved.
Description
Technical field
The present invention relates to data analysis technique field more particularly to a kind of information of real estate recommended method, device, equipment and deposit
Storage media.
Background technique
Present house property class application program is mainly the information of real estate browsed in the recent period according to broker, then recommends similar room
Source provides the accurate source of houses there is no from the actual demand of broker for broker, broker is when obtaining the required source of houses
It generally requires to expend more time and efforts.
Summary of the invention
The present invention provides a kind of information of real estate recommended method, device, equipment and storage medium, it is intended to enhance information of real estate and push away
The specific aim recommended improves the efficiency that broker obtains information of real estate.
To achieve the above object, the present invention provides a kind of information of real estate recommended method, and the method is applied to the source of houses
Information recommendation equipment, which comprises
The information of real estate recommendation request that broker is sent by mobile terminal is received, the information of real estate recommendation request includes
The exclusive identification code of the mobile terminal；
Extract the cell travel log of the mobile terminal according to the exclusive identification code, and from the cell travel log
The middle concern cell for obtaining the mobile terminal；
The first information of real estate of the concern cell is obtained according to the concern cell, and according to first information of real estate
Extract the source of houses feature of the concern cell；
Recommend the second information of real estate with the source of houses feature to the mobile terminal by pre-set priority.
Preferably, described to recommend second source of houses with the source of houses feature to believe to the mobile terminal by pre-set priority
Before the step of breath further include:
The whole network information of real estate is obtained from multiple source of houses websites based on crawler technology；
The whole network information of real estate is screened according to the source of houses feature, obtains second information of real estate.
Preferably, described the step of obtaining the whole network information of real estate from multiple source of houses websites based on crawler technology, includes:
Web access requests are sent to destination server by preset crawlers, the destination server includes multiple
The server of the source of houses website；
Receive the web page contents that the destination server returns；
The web page contents are parsed, the preset crawl information of the crawlers, the crawl packet are obtained
Include the whole network information of real estate.
Preferably, it is also wrapped after described the step of receiving the information of real estate recommendation request that broker is sent by mobile terminal
It includes:
Judge in the information of real estate recommendation request whether to include source of houses characteristic key words；
If including the source of houses characteristic key words in the information of real estate recommendation request, by the source of houses characteristic key words
Source of houses feature of the corresponding source of houses feature as the concern cell；
If not including the source of houses characteristic key words in the information of real estate recommendation request, then follow the steps: according to described
Information of real estate recommendation request obtains the first information of real estate of the mobile terminal concern cell, and according to first information of real estate
Extract the source of houses feature of the concern cell.
Preferably, the cell travel log that the mobile terminal is extracted according to the exclusive identification code, and from described
The step of concern cell of the mobile terminal is obtained in cell travel log include:
The cell travel log of the mobile terminal is extracted from database according to the exclusive identification code, the cell is clear
Log of looking at includes cell name keyword；
Cell name keyword is extracted from the cell travel log, by the corresponding cell of the cell name keyword
Labeled as the concern cell.
Preferably, the step of source of houses feature that the concern cell is extracted according to first information of real estate includes:
The feature tag of all information in first information of real estate is marked respectively, and the feature tag includes level-one label
With second level label, wherein the level-one label includes section where house type, attribute, section where area and room rate, and described two
Grade label corresponds to multiple refinement options of the level-one label；
First information of real estate is subjected to classification by the second level label and obtains multiple classifications, and counts multiple institutes respectively
The corresponding second level label of the most classification of the quantity is labeled as the pass by the quantity for stating the first information of real estate described in classification
Infuse the source of houses feature of cell.
Preferably, described to recommend second source of houses with the source of houses feature to believe to the mobile terminal by pre-set priority
After the step of breath further include:
The operational order to second information of real estate that broker is sent by the mobile terminal is received, and executes institute
The corresponding order of operational order is stated, the operational order includes top set, collection and no longer recommends.
To achieve the above object, the embodiment of the present invention also provides a kind of information of real estate recommendation apparatus, and the information of real estate pushes away
Recommending device includes:
Receiving module, the information of real estate recommendation request sent for receiving broker by mobile terminal, the source of houses letter
Breath recommendation request includes the exclusive identification code of the mobile terminal；
First obtains module, for extracting the cell travel log of the mobile terminal according to the exclusive identification code, and
The concern cell of the mobile terminal is obtained from the cell travel log；
Second obtains module, for obtaining the first information of real estate of the concern cell, and root according to the concern cell
The source of houses feature of the concern cell is extracted according to first information of real estate；
Recommending module, second source of houses for recommending that there is the source of houses feature to the mobile terminal by pre-set priority
Information.
To achieve the above object, the embodiment of the present invention also provides a kind of information of real estate recommendation apparatus, and the information of real estate pushes away
Recommending equipment includes processor, the information of real estate recommended program of memory and storage in the memory, the information of real estate
When recommended program is run by the processor, the step of realizing information of real estate recommended method as described above.
To achieve the above object, the embodiment of the present invention also provides a kind of computer storage medium, and the computer storage is situated between
Information of real estate recommended program is stored in matter, the information of real estate recommended program realizes the source of houses as described above when being run by processor
The step of information recommendation method.
Compared with prior art, the present invention provides a kind of information of real estate recommended method, device, equipment and storage medium, the party
Method includes the information of real estate recommendation request for receiving broker and being sent by mobile terminal, and the information of real estate recommendation request includes institute
State the exclusive identification code of mobile terminal；Extract the cell travel log of the mobile terminal according to the exclusive identification code, and from
The concern cell of the mobile terminal is obtained in the cell travel log；The concern cell is obtained according to the concern cell
The first information of real estate, and according to first information of real estate extract it is described concern cell source of houses feature；By pre-set priority
Recommend second information of real estate with the source of houses feature to the mobile terminal.The present invention is based on big datas to broker's behavior
It draws a portrait, recommends information of real estate by obtaining the concern cell of broker, and according to the source of houses feature of the concern cell, increase
The specific aim that strong information of real estate is recommended, also improves the efficiency that broker obtains information of real estate.
Detailed description of the invention
Fig. 1 is the hardware structural diagram for the information of real estate recommendation apparatus that various embodiments of the present invention are related to；
Fig. 2 is the flow diagram of information of real estate recommended method first embodiment of the present invention；
Fig. 3 is the flow diagram of information of real estate recommended method second embodiment of the present invention；
Fig. 4 is the functional block diagram of information of real estate recommendation apparatus first embodiment of the present invention.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
The information of real estate recommendation apparatus that the embodiment of the present invention relates generally to refers to the network connection that can be realized network connection
Equipment, the information of real estate recommendation apparatus can be server, cloud platform etc..In addition the present embodiments relate to mobile terminal
It can be the mobile network appliances such as mobile phone, tablet computer.
Referring to Fig.1, Fig. 1 is the hardware structural diagram for the information of real estate recommendation apparatus that various embodiments of the present invention are related to.This
In inventive embodiments, information of real estate recommendation apparatus may include (such as the central processing unit Central of processor 1001
Processing Unit, CPU), communication bus 1002, input port 1003, output port 1004, memory 1005.Wherein,
Communication bus 1002 is for realizing the connection communication between these components；Input port 1003 is inputted for data；Output port
1004 export for data, and memory 1005 can be high speed RAM memory, be also possible to stable memory (non-
Volatile memory), such as magnetic disk storage, memory 1005 optionally can also be independently of aforementioned processor 1001
Storage device.It will be understood by those skilled in the art that hardware configuration shown in Fig. 1 and do not constitute a limitation of the invention,
It may include perhaps combining certain components or different component layouts than illustrating more or fewer components.
With continued reference to Fig. 1, the memory 1005 in Fig. 1 as a kind of readable storage medium storing program for executing may include operating system, net
Network communication module, application program module and information of real estate recommended program.In Fig. 1, network communication module is mainly used for connecting
Server carries out data communication with server；And processor 1001 can call the information of real estate stored in memory 1005 to push away
Program is recommended, and executes information of real estate recommended method provided in an embodiment of the present invention.
The embodiment of the invention provides a kind of information of real estate recommended methods.
Referring to Fig. 2, Fig. 2 is the flow diagram of information of real estate recommended method first embodiment of the present invention.
In the present embodiment, the information of real estate recommended method is applied to information of real estate recommendation apparatus, which comprises
Step S101, receives the information of real estate recommendation request that broker is sent by mobile terminal, and the information of real estate pushes away
Recommend the exclusive identification code that request includes the mobile terminal；
In the present embodiment, when the broker, which needs to obtain, recommends the source of houses, then pass through the mobile terminal to the room
Source information recommendation apparatus sends information of real estate recommendation request.The information of real estate recommendation request includes the unique of the mobile terminal
Identification code, broker's account, source of houses characteristic key words etc..All mobile terminals all have identification code, the exclusive identification code
It can be International Mobile Equipment Identity code (International Mobile Equipment Identity, IMEI).
The information of real estate recommendation apparatus receives the information of real estate recommendation request, and judges that the information of real estate recommendation is asked
Seeking Truth is no effectively.Specifically, if in the information of real estate recommendation request including the effective exclusive identification code and the manager
The number of acknowledging a debt then determines that the information of real estate recommendation request is effective, and executes the corresponding instruction of the information of real estate recommendation request；Instead
It, if lacking in the effective exclusive identification code or effective broker's account in the information of real estate recommendation request
Any one then determines that the information of real estate recommendation request is invalid, then abandons the information of real estate recommendation request.
It is to be appreciated that if it does not include the exclusive identification code or described unique that the information of real estate, which is pushed in request,
Identification code is invalid it can be said that the corresponding mobile terminal of the bright information of real estate recommendation request is unsafe mobile terminal, therefore is
The safety and stablization of the guarantee information of real estate recommendation apparatus, need to ignore and lack the exclusive identification code or unique mark
Know the invalid information of real estate recommendation request of code.If lacking broker's account or the warp in the information of real estate recommendation request
The discipline number of acknowledging a debt is invalid, then illustrates that the mobile terminal is not registered, does not obtain the permission of information of real estate recommendation, therefore for the source of houses
The safety of information cannot send information of real estate to the mobile terminal for not obtaining permission.
Step S102, extracts the cell travel log of the mobile terminal according to the exclusive identification code, and from described small
The concern cell of the mobile terminal is obtained in area's travel log；
Since broker often pays close attention to the Global Information of certain buildings, cell during the work time, therefore the present embodiment is with small
Area is that unit obtains corresponding cell travel log.
In the present embodiment, after described the step of receiving the information of real estate recommendation request that broker is sent by mobile terminal
Further include: judge in the information of real estate recommendation request whether to include source of houses characteristic key words, the source characteristic key words include
Geographical location, house type, area and price etc.；If in the information of real estate recommendation request including the source of houses characteristic key words,
Then using the corresponding source of houses feature of the source of houses characteristic key words as the source of houses feature of the concern cell；If the information of real estate
Do not include the source of houses characteristic key words in recommendation request, then follow the steps: institute is obtained according to the information of real estate recommendation request
The first information of real estate of mobile terminal concern cell is stated, and extracts the source of houses of the concern cell according to first information of real estate
Feature.
Specifically, the cell travel log that the mobile terminal is extracted according to the exclusive identification code, and from described
The step of concern cell of the mobile terminal is obtained in cell travel log include:
Step S102a: extracting the cell travel log of the mobile terminal according to the exclusive identification code from database,
The cell travel log includes cell name keyword；
It is stored with the cell travel log of each mobile terminal in the information of real estate recommendation apparatus, therefore the information of real estate
Recommendation apparatus can be using the exclusive identification code as the identity label of the mobile terminal, and is obtained according to the exclusive identification code
Take corresponding cell travel log.The cell travel log includes time and the institute of the mobile terminal browsing cell information
The specific keyword of cell is stated, the specific keyword includes cell name keyword, geographical location keyword, house type key again
Word, attribute keywords, area keyword etc..Also, the source of houses travel log further includes that broker passes through the mobile terminal
The information of real estate of the main management cell of publication.Further, it is also possible to which the cell that broker is collected by the mobile terminal is as pass
Cell is infused, therefore the concern cell history checks cell, main management cell and collection cell.
Step S102b: cell name keyword is extracted from the cell travel log, by the cell name keyword
Corresponding cell is labeled as the concern cell.
The cell name keyword in the cell travel log is extracted and preserved respectively, by the cell name keyword
Corresponding cell is labeled as the concern cell.In other embodiments, each cell name keyword can also be counted
Number of repetition, and by number of repetition be more than threshold value the corresponding cell of cell name keyword be labeled as the concern cell.
It is to be appreciated that some cells may only occur once or twice in the cell travel log, if by occurring
The corresponding cell of cell name keyword all as concern cell, then information of real estate recommendation results may not be too precisely.Cause
This, is arranged number of repetition threshold value, and the corresponding cell of cell keyword that number of repetition is more than the threshold value is labeled as the pass
Cell is infused, since the specific aim of information of real estate recommendation results can be greatly improved.
Step S103: the first information of real estate of the concern cell is obtained according to the concern cell, and according to described the
One information of real estate extracts the source of houses feature of the concern cell；
The first information of real estate of the concern cell, first information of real estate can be obtained from multiple source of houses websites
Including geographical location, house type, area and price.
In the present embodiment, after getting the concern cell, then first source of houses letter of the concern cell is further obtained
Breath.Specifically, the first information of real estate of the concern cell, first source of houses letter can be collected from multiple source of houses websites
Breath includes geographical location, house type, area and price.
In the present embodiment, the step of source of houses feature for paying close attention to cell is extracted according to first information of real estate packet
It includes: marking the feature tag of all information in first information of real estate respectively, the feature tag includes level-one label and two
Grade label, wherein the level-one label includes section where section where house type, attribute, area and room rate, the second level mark
Label correspond to multiple refinement options of the level-one label, and the refinement option is to carry out respectively to multiple level-one labels carefully
Change the refinement option of classification, such as the corresponding second level label of the house type includes one Room of a room, two rooms, two Room, three rooms, two Room, four
Side two Rooms etc., the corresponding second level label of the attribute includes house, apartment, trade company etc., section described in the area corresponding two
Grade label includes between 50 ㎡ -80 ㎡, between 80 ㎡ -100 ㎡, being greater than 100 ㎡ etc. less than 50 ㎡；First source of houses is believed
Breath carries out classification by the second level label and obtains multiple classifications, and counts the first information of real estate described in multiple classifications respectively
Quantity, by the corresponding second level label of the most classification of the quantity labeled as it is described concern cell source of houses feature.
Step S104 recommends second source of houses with the source of houses feature to believe by pre-set priority to the mobile terminal
Breath.
In the present embodiment, second information of real estate refers to the information of real estate with the source of houses feature, second room
Source information includes first information of real estate and other informations of real estate.Second information of real estate can be cell information,
It can be the specifying information of the source of houses in cell.
The pre-set priority can be arranged by the broker by the mobile terminal self, such as be set as distance
Preferentially, price adjustment is preferential, update date priority scheduling.If again for example using the upper new source of houses as the first priority, will the price reduction source of houses as
The rise in price source of houses is set as third priority by the second priority.
If priority is not arranged by the mobile terminal in the broker, thought described to state movement according to default priority
Terminal recommends second information of real estate with the source of houses feature.The default priority is set by the information of real estate recommendation apparatus
It sets.
Further, second source of houses for recommending that there is the source of houses feature to the mobile terminal by pre-set priority
After the step of information further include: receive the operation to second information of real estate that broker is sent by the mobile terminal
Instruction, and the corresponding order of the operational order is executed, the operational order includes top set, collection and no longer recommends.Specifically
Ground, the broker trigger the operational order by clicking second information of real estate, and the operational order includes top set, receives
Hiding, no longer recommendation etc..It is to be appreciated that being set as no longer recommending if broker is no longer interested in certain information of real estate, so
The source of houses recommendation apparatus is no longer recommended to instruct corresponding information of real estate according to operational order isolation is described.If the manager
People, which compares certain information of real estate, pays close attention to the operational order that can then issue top set or collection, thus promotes broker and selects information of real estate
Degree of flexibility, promoted obtain information of real estate experience.
Further, the information of real estate recommendation apparatus can also be obtained from the chat record of the broker and client
The demand source of houses feature of the client；The target information of real estate recommendation in information of real estate with the demand source of houses feature will be managed mainly
To the broker, so that the target information of real estate is timely and accurately recommended the client by broker.
The present embodiment through the above scheme, receives the information of real estate recommendation request that broker is sent by mobile terminal, institute
State the exclusive identification code that information of real estate recommendation request includes the mobile terminal；The movement is extracted according to the exclusive identification code
The cell travel log of terminal, and obtain from the cell travel log concern cell of the mobile terminal；According to described
Concern cell obtains the first information of real estate of the concern cell, and extracts the concern cell according to first information of real estate
Source of houses feature；Recommend the second information of real estate with the source of houses feature to the mobile terminal by pre-set priority.As a result,
Recommend information of real estate by obtaining the concern cell of broker, and according to the source of houses feature of the concern cell, enhances the source of houses
The specific aim of information recommendation also improves the efficiency that broker obtains information of real estate.
As shown in figure 3, second embodiment of the invention proposes a kind of information of real estate recommended method, based on above-mentioned shown in Fig. 2
First embodiment states the step for recommending the second information of real estate with the source of houses feature to the mobile terminal by pre-set priority
Before rapid further include:
Step S100 obtains the whole network information of real estate from multiple source of houses websites based on crawler technology；
Crawler technology be it is a kind of automatically grab the program or script of internet information according to certain rules, can be with
According to set crawl target, webpage or link are selectively accessed, information required for obtaining.
In the present embodiment, the whole network information of real estate the step S100: is obtained from multiple source of houses websites based on crawler technology
Step includes:
Step S100a sends web access requests, the destination service to destination server by preset crawlers
Device includes the server of multiple source of houses websites；
Crawlers send the web-page requests for simulation browser, obtain web page contents from destination server, then
Required data are extracted and preserved.The crawlers can obtain required information according to being arranged from internet.
In the present embodiment, the server of the source of houses website is set as destination server, also i.e. by chain man, good room net, in
Former, the inferior website in room day server is set as destination server, obtains the uniform resource locator of the destination server
(Uniform Resource Locator, URL), and it is stored in the url list of the crawlers.Then it is based on the URL again
Web access requests are sent, the web-page requests include the URL of the destination server, request method, to request content etc..
Step S100b receives the web page contents that the destination server returns；
The destination server can return to a response bag, the response bag packet after receiving the web access requests
Include responsive state, head response, response body etc..Wherein, the corresponding state includes successfully, jumps, can not find the page, server mistake
Accidentally etc., the head response includes content type, content-length, server info, setting cookies etc., and the response body includes
Request the content of resource, such as webpage HTML, picture binary data.
Step S100c parses the web page contents, obtains the preset crawl information of the crawlers, described
Grabbing information includes the whole network information of real estate.
In the present embodiment, if the web page contents that the destination server returns are successfully received, to the web page contents
It is parsed, obtains identifiable content text.If the obtained web page contents are hypertext markup language
(HyperText Markup Language, HTML) can then be parsed with regular expression, web analysis library；If obtaining
The web page contents be object numbered musical notation (JavaScript Object Notation, JSON), can directly change into JOSN
Object is parsed, if obtained web page contents are binary data, directly can be saved or is further processed.
Further, the web page contents are subjected to keyword extraction, the keyword is arranged according to information of real estate, it is described
Keyword can be cell name, source of houses geographical location, price, listed time, closing time, renewal time etc..
Step S1001 screens the whole network information of real estate according to the source of houses feature, obtains second source of houses
Information.
In the present embodiment, after obtaining the information of real estate, then the information of real estate is screened according to source of houses feature, obtained
Obtain second information of real estate.
The present embodiment obtains the whole network information of real estate from multiple source of houses websites through the above scheme, based on crawler technology；According to
The source of houses feature screens the whole network information of real estate, obtains second information of real estate.Information of real estate is enhanced to push away
The specific aim recommended also improves the efficiency that broker obtains information of real estate
In addition, the present embodiment also provides a kind of information of real estate recommendation apparatus.Referring to Fig. 4, Fig. 4 is that information of real estate of the present invention pushes away
Recommend the functional block diagram of device first embodiment.
In the present embodiment, the information of real estate recommendation apparatus is virtual bench, is stored in information of real estate shown in FIG. 1 and recommends
In the memory 1005 of equipment, the information of real estate recommendation apparatus is used to receive broker to be believed by the source of houses that mobile terminal is sent
Recommendation request is ceased, the information of real estate recommendation request includes the exclusive identification code of the mobile terminal；For according to described unique
Identification code extracts the cell travel log of the mobile terminal, and obtains the mobile terminal from the cell travel log
Pay close attention to cell；For obtaining the first information of real estate of the concern cell according to the concern cell, and according to first room
Source information extracts the source of houses feature of the concern cell；For recommending that there is the room to the mobile terminal by pre-set priority
Second information of real estate of source feature.
Specifically, the information of real estate recommendation apparatus includes:
Receiving module 10, the information of real estate recommendation request sent for receiving broker by mobile terminal, the source of houses
Information recommendation request includes the exclusive identification code of the mobile terminal；
First obtains module 20, for extracting the cell travel log of the mobile terminal according to the exclusive identification code,
And the concern cell of the mobile terminal is obtained from the cell travel log；
Second obtains module 30, for obtaining the first information of real estate of the concern cell according to the concern cell, and
The source of houses feature of the concern cell is extracted according to first information of real estate；
Recommending module 40, the second room for recommending that there is the source of houses feature to the mobile terminal by pre-set priority
Source information.
Further, the receiving module is also used to:
The whole network information of real estate is obtained from multiple source of houses websites based on crawler technology；
The whole network information of real estate is screened according to the source of houses feature, obtains second information of real estate.
Further, the receiving module is also used to:
Web access requests are sent to destination server by preset crawlers, the destination server includes multiple
The server of the source of houses website；
Receive the web page contents that the destination server returns；
The web page contents are parsed, the preset crawl information of the crawlers, the crawl packet are obtained
Include the whole network information of real estate.
Further, the receiving module is also used to:
Judge in the information of real estate recommendation request whether to include source of houses characteristic key words；
If including the source of houses characteristic key words in the information of real estate recommendation request, by the source of houses characteristic key words
Source of houses feature of the corresponding source of houses feature as the concern cell；
If not including the source of houses characteristic key words in the information of real estate recommendation request, then follow the steps: according to described
Information of real estate recommendation request obtains the first information of real estate of the mobile terminal concern cell, and according to first information of real estate
Extract the source of houses feature of the concern cell.
Further, the first acquisition module is also used to:
The exclusive identification code of the mobile terminal is obtained from the information of real estate recommendation request；
Extract the source of houses travel log of the mobile terminal according to the exclusive identification code, and from the source of houses travel log
It is middle to obtain the corresponding one or more concern cell, the concern cell include history check cell, manage cell mainly and
Collect cell；
The first information of real estate of the concern cell is obtained from source of houses website, first information of real estate includes geographical position
It sets, house type, area and price.
Further, the second acquisition module is also used to:
The feature tag of all information in first information of real estate is marked respectively, and the feature tag includes level-one label
With second level label, wherein the level-one label includes section where house type, attribute, section where area and room rate, and described two
Grade label corresponds to multiple refinement options of the level-one label；
First information of real estate is subjected to classification by the second level label and obtains multiple classifications, and counts multiple institutes respectively
The corresponding second level label of the most classification of the quantity is labeled as the pass by the quantity for stating the first information of real estate described in classification
Infuse the source of houses feature of cell.
Further, the recommending module is also used to:
The operational order to second information of real estate that broker is sent by the mobile terminal is received, and executes institute
The corresponding order of operational order is stated, the operational order includes top set, collection and no longer recommends.
In addition, the embodiment of the present invention also provides a kind of computer storage medium, it is stored in the computer storage medium
Information of real estate recommended program, the information of real estate recommended program realize information of real estate recommendation side as described above when being run by processor
The step of method, details are not described herein.
Compared with prior art, a kind of information of real estate recommended method, device, equipment and storage medium proposed by the present invention, should
Method includes: the information of real estate recommendation request for receiving broker and being sent by mobile terminal, the information of real estate recommendation request packet
Include the exclusive identification code of the mobile terminal；The cell travel log of the mobile terminal is extracted according to the exclusive identification code,
And the concern cell of the mobile terminal is obtained from the cell travel log；The concern is obtained according to the concern cell
First information of real estate of cell, and the source of houses feature for paying close attention to cell is extracted according to first information of real estate；It is excellent by presetting
First grade recommends second information of real estate with the source of houses feature to the mobile terminal.The present invention is based on big datas to broker
Behavior is drawn a portrait, and recommends source of houses letter by obtaining the concern cell of broker, and according to the source of houses feature of the concern cell
Breath enhances the specific aim of information of real estate recommendation, also improves the efficiency that broker obtains information of real estate.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the system that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or system institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or system.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in one as described above
In storage medium (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device executes the present invention respectively
Method described in a embodiment.
The above description is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all utilizations
Equivalent structure made by description of the invention and accompanying drawing content or process transformation, are applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of information of real estate recommended method, which is characterized in that the method is applied to information of real estate recommendation apparatus, the method
Include:
The information of real estate recommendation request that broker is sent by mobile terminal is received, the information of real estate recommendation request includes described
The exclusive identification code of mobile terminal；
The cell travel log of the mobile terminal is extracted according to the exclusive identification code, and is obtained from the cell travel log
Take the concern cell of the mobile terminal；
The first information of real estate of the concern cell is obtained according to the concern cell, and is extracted according to first information of real estate
The source of houses feature of the concern cell；
Recommend the second information of real estate with the source of houses feature to the mobile terminal by pre-set priority.
2. the method according to claim 1, wherein described recommended to have by pre-set priority to the mobile terminal
Before having the step of the second information of real estate of the source of houses feature further include:
The whole network information of real estate is obtained from multiple source of houses websites based on crawler technology；
The whole network information of real estate is screened according to the source of houses feature, obtains second information of real estate.
3. according to the method described in claim 2, it is characterized in that, described obtained entirely based on crawler technology from multiple source of houses websites
The step of net information of real estate includes:
Web access requests are sent to destination server by preset crawlers, the destination server includes multiple described
The server of source of houses website；
Receive the web page contents that the destination server returns；
The web page contents are parsed, obtain the preset crawl information of the crawlers, the crawl information includes institute
State the whole network information of real estate.
4. the method according to claim 1, wherein the source of houses for receiving broker and being sent by mobile terminal
After the step of information recommendation is requested further include:
Judge in the information of real estate recommendation request whether to include source of houses characteristic key words；
It is if in the information of real estate recommendation request including the source of houses characteristic key words, the source of houses characteristic key words are corresponding
Source of houses feature as it is described concern cell source of houses feature；
If not including the source of houses characteristic key words in the information of real estate recommendation request, then follow the steps: according to the source of houses
Mobile terminal described in information recommendation request pays close attention to the first information of real estate of cell, and is extracted according to first information of real estate
The source of houses feature of the concern cell.
5. the method according to claim 1, wherein described extract the movement eventually according to the exclusive identification code
The cell travel log at end, and the step of obtaining from the cell travel log concern cell of the mobile terminal includes:
The cell travel log of the mobile terminal is extracted from database according to the exclusive identification code, the cell browses day
Will includes cell name keyword；
Cell name keyword is extracted from the cell travel log, and the corresponding cell of the cell name keyword is marked
For the concern cell.
6. the method according to claim 1, wherein described extract the concern according to first information of real estate
The step of source of houses feature of cell includes:
The feature tag of all information in first information of real estate is marked respectively, and the feature tag includes level-one label and two
Grade label, wherein the level-one label includes section where section where house type, attribute, area and room rate, the second level mark
Label correspond to multiple refinement options of the level-one label；
First information of real estate is subjected to classification by the second level label and obtains multiple classifications, and counts multiple classes respectively
The quantity of first information of real estate described in not is small labeled as the concern by the corresponding second level label of the most classification of the quantity
The source of houses feature in area.
7. method according to claim 1 to 6, which is characterized in that the pre-set priority of pressing is to the movement
Terminal recommendation had after the step of the second information of real estate of the source of houses feature further include:
The operational order to second information of real estate that broker is sent by the mobile terminal is received, and executes the behaviour
Make to instruct corresponding order, the operational order includes top set, collection and no longer recommends.
8. a kind of information of real estate recommendation apparatus, which is characterized in that the information of real estate recommendation apparatus includes:
Receiving module, the information of real estate recommendation request sent for receiving broker by mobile terminal, the information of real estate push away
Recommend the exclusive identification code that request includes the mobile terminal；
First obtains module, for extracting the cell travel log of the mobile terminal according to the exclusive identification code, and from institute
State the concern cell that the mobile terminal is obtained in cell travel log；
Second obtains module, for obtaining the first information of real estate of the concern cell according to the concern cell, and according to institute
State the source of houses feature that the first information of real estate extracts the concern cell；
Recommending module, for recommending second source of houses with the source of houses feature to believe to the mobile terminal by pre-set priority
Breath.
9. a kind of information of real estate recommendation apparatus, which is characterized in that the information of real estate recommendation apparatus includes processor, memory with
And the information of real estate recommended program of storage in the memory, the information of real estate recommended program are run by the processor
When, it realizes such as the step of information of real estate recommended method of any of claims 1-7.
10. a kind of computer storage medium, which is characterized in that be stored with information of real estate in the computer storage medium and recommend journey
Sequence realizes that the information of real estate as described in any one of claim 1-7 pushes away when the information of real estate recommended program is run by processor
The step of recommending method.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910205702.6A CN110083752A (en) | 2019-03-16 | 2019-03-16 | Information of real estate recommended method, device, equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910205702.6A CN110083752A (en) | 2019-03-16 | 2019-03-16 | Information of real estate recommended method, device, equipment and storage medium |
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| CN110083752A true CN110083752A (en) | 2019-08-02 |
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| CN201910205702.6A Pending CN110083752A (en) | 2019-03-16 | 2019-03-16 | Information of real estate recommended method, device, equipment and storage medium |
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| CN111611466A (en) * | 2020-04-23 | 2020-09-01 | 瑞庭网络技术（上海）有限公司 | Method and device for searching house source broker |
| CN111681087A (en) * | 2020-06-16 | 2020-09-18 | 贝壳技术有限公司 | Information processing method and device, computer readable storage medium and electronic equipment |
| CN112395507A (en) * | 2020-12-07 | 2021-02-23 | 深圳市房多多网络科技有限公司 | House source information recommendation method, device, equipment and readable storage medium |
| CN113536108A (en) * | 2021-05-31 | 2021-10-22 | 珠海大横琴科技发展有限公司 | Information recommendation method and device |
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