CN109903122A - House prosperity transaction information processing method, device, equipment and storage medium - Google Patents
House prosperity transaction information processing method, device, equipment and storage medium Download PDFInfo
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Abstract
The invention belongs to big data processing technology field, a kind of house prosperity transaction information processing method, device, equipment and storage medium are disclosed.This method comprises: receiving the house prosperity transaction information to be recorded of user terminal uploads, at least one keyword is extracted from house prosperity transaction information to be recorded;Based on the big data analysis model constructed in advance, each keyword is analyzed, determines the transaction node that house prosperity transaction business is presently in;It is found out from the transaction record template library constructed in advance and the matched target transaction logging template of transaction node;According to target transaction logging template and each keyword, the corresponding house prosperity transaction message file of transaction node is generated.By the above-mentioned means, the manual intervention in house prosperity transaction information recording process is greatly reduced, so that the accuracy of the house prosperity transaction information of typing be effectively ensured.
Description
Technical field
The present invention relates to big data processing technology field more particularly to a kind of house prosperity transaction information processing method, device, set
Standby and storage medium.
Background technique
With advancing by leaps and bounds for Internet technology, general, efficient, diversification regulatory requirement can play half function of thing
Effect again.
For currently based on the house prosperity transaction of internet (also referred to as: real estate transaction), during entire house prosperity transaction
The customer information being related to is put on record, band sees the source of houses, subscribe, contract, returned money, the transaction nodes such as closes, although use can be provided
Family interface allows developer or sales force (hereinafter referred to as: house property broker) to input the house prosperity transaction for being directed to above-mentioned each transaction node
Information, but since the style that everyone edits information is different, and generally for Rapid input, the content of editor is all simpler
Singly, this is allowed for subsequent in the house prosperity transaction information for checking above-mentioned links, tends not to quickly find effective information.
And if require house property broker according to fixed format, template style edit, not only will increase the workload of house property broker,
Also it can cause to lead to the problem of various forms in editing process because of excessive manual intervention.
In addition, current house prosperity transaction information recording method formula, the information for needing house property broker to record as needed, manually
Transaction node is selected, it is not only cumbersome, wrong transaction node can be also selected due to carelessness, led to the house prosperity transaction information of typing and worked as
Preceding transaction node is not inconsistent at all.
So it is urgent to provide one kind can reduce manual intervention, guarantee that the house property of house prosperity transaction data input accuracy is handed over
Easy information processing method.
Above content is only used to facilitate the understanding of the technical scheme, and is not represented and is recognized that above content is existing skill
Art.
Summary of the invention
The main purpose of the present invention is to provide a kind of house prosperity transaction information processing method, device, equipment and storage medium,
It is intended to reduce the manual intervention in house prosperity transaction information recording process, to guarantee the accuracy of the house prosperity transaction information of typing.
To achieve the above object, the present invention provides a kind of house prosperity transaction information processing method, the method includes following
Step:
Receive user terminal uploads house prosperity transaction information to be recorded, from the house prosperity transaction information to be recorded extract to
A few keyword;
Based on the big data analysis model constructed in advance, each keyword is analyzed, determines that house prosperity transaction business is current
Locating transaction node;
It is found out from the transaction record template library constructed in advance and the matched target transaction record mould of the transaction node
Plate;
According to the target transaction logging template and each keyword, the corresponding house prosperity transaction information of the transaction node is generated
File.
Preferably, described before extracting at least one keyword in the house prosperity transaction information to be recorded, the method
Further include:
Determine the format of the house prosperity transaction information to be recorded;
If the house prosperity transaction information to be recorded is phonetic matrix, be based on speech recognition technology, by phonetic matrix to
Record house prosperity transaction information is converted to the house prosperity transaction information to be recorded of text formatting;
If the house prosperity transaction information to be recorded is picture format, it is based on image recognition text technology, by picture format
House prosperity transaction information to be recorded be converted to the house prosperity transaction information to be recorded of text formatting;
It is wherein, described to extract at least one keyword from the house prosperity transaction information to be recorded, comprising:
Based on keyword extraction techniques, at least one key is extracted from the house prosperity transaction information to be recorded of text formatting
Word.
Preferably, described to be found out from the transaction record template library constructed in advance and the matched target of the transaction node
Transaction record template, comprising:
According to the nodename of the transaction node and preset first mapping table, the section of the transaction node is determined
Point number, first mapping table are the corresponding relationship between the nodename and node serial number of each transaction node;
According to the node serial number and preset second mapping table, found out from the transaction record template library with
The matched target transaction logging template of transaction node, second mapping table be each transaction node node serial number with
Corresponding relationship between the corresponding matched transaction record template of transaction node of each node serial number.
Preferably, described according to the node serial number and preset second mapping table, from the transaction record template
It is found out in library and the matched target transaction logging template of the transaction node, comprising:
According to the node serial number and preset second mapping table, judge to store in the transaction record template library
Whether it is greater than 1 with the number of the matched transaction record template of the transaction node;
If what is stored in the transaction record template library is big with the number of the matched transaction record template of the transaction node
In 1, then according to preset screening rule, one is screened from the matched each transaction record template of the transaction node and meets institute
The transaction record template for stating screening rule is handed over using the transaction record template filtered out as with the matched target of the transaction node
Easy logging template;
If the number etc. with the matched transaction record template of the transaction node stored in the transaction record template library
In 1, then obtain the transaction record template stored in the transaction record template library, the transaction record template that will acquire as with
The matched target transaction logging template of transaction node.
Preferably, described to be found out from the transaction record template library constructed in advance and the matched target of the transaction node
Before transaction record template, the method also includes:
Each transaction record template in the transaction record template library constructed in advance is imported into object from virtual memory space
Manage memory headroom;
Wherein, described find out from the transaction record template library constructed in advance is handed over the matched target of the transaction node
Easy logging template, comprising:
It is found out from the physical memory space and the matched target transaction logging template of the transaction node.
Preferably, described according to the target transaction logging template and each keyword, it is corresponding to generate the transaction node
House prosperity transaction message file, comprising:
Semantic analysis is carried out to each keyword, determines the meaning of each keyword;
According to the meaning of each keyword, determine each keyword the location of in the transaction record template;
Each keyword is input to corresponding position in the transaction record template, obtains the corresponding room of the transaction node
Produce Transaction Information file.
Preferably, the nodename of the transaction node is that customer information puts node on record;
It is described obtain the corresponding house prosperity transaction message file of the transaction node after, the method also includes:
According to the customer information recorded in the house prosperity transaction message file, obtain the client current consumption record and
The accrediting amount;
According to current consumption record and the accrediting amount, the price area for being suitble to the source of houses of client's purchase is determined
Between;
According to the price parameter carried in the price range and each information of real estate, filtered out from information of real estate management library
It is suitble to the information of real estate of the source of houses of client purchase, and obtains from the information of real estate that be responsible for the information of real estate corresponding
The band of the source of houses sees the contact method of people;
Using the contact method, the house prosperity transaction message file and the information of real estate are sent to the band and seen
People notifies the band to see that people contacts the client, and carries out and provide the preparation that band sees the source of houses for the client.
In addition, to achieve the above object, the present invention also proposes a kind of house prosperity transaction information processing unit, described device packet
It includes:
Extraction module is handed over for receiving the house prosperity transaction information to be recorded of user terminal uploads from the house property to be recorded
At least one keyword is extracted in easy information;
Analysis module, for analyzing each keyword, determining house property based on the big data analysis model constructed in advance
The transaction node that transaction business is presently in;
Searching module, for being found out from the transaction record template library constructed in advance and the matched mesh of the transaction node
Mark transaction record template;
Generation module, for it is corresponding to generate the transaction node according to the target transaction logging template and each keyword
House prosperity transaction message file.
In addition, to achieve the above object, the present invention also proposes a kind of house prosperity transaction information processing equipment, the equipment packet
It includes: memory, processor and being stored in the house prosperity transaction information processing that can be run on the memory and on the processor
Program, the house prosperity transaction message handling program are arranged for carrying out the step of house prosperity transaction information processing method as described above
Suddenly.
In addition, to achieve the above object, the present invention also proposes a kind of storage medium, house property is stored on the storage medium
Transaction Information processing routine, the house prosperity transaction message handling program realize that house property as described above is handed over when being executed by processor
The step of easy information processing method.
House prosperity transaction information processing scheme provided by the invention passes through the to be recorded of user terminal uploads receiving user
After house prosperity transaction information, by extracting at least one keyword from the house prosperity transaction information to be recorded, and preparatory structure is used
The big data analysis model built, analyzes each keyword, determines the transaction node that house prosperity transaction business is presently in, thus
Automatically determining for transaction node is realized, so that user in house prosperity transaction information recording process, saves without manually selecting transaction
Point greatly reduces the manual intervention in house prosperity transaction information recording process, and then effectively avoid manual intervention to lead
The mistake of cause.
In addition, after automatically determining current transaction node, by being searched from the transaction record template library constructed in advance
Out with the matched target transaction logging template of the transaction node, then according to the target transaction logging template and each key
Word generates the corresponding house prosperity transaction message file of the transaction node, can not only be further reduced house prosperity transaction information record
Manual intervention in the process, while also having unified the style of the house prosperity transaction information of typing, and ensure that the house prosperity transaction of typing
The accuracy of information, and then checking for the subsequent house prosperity transaction information to each transaction node can be significantly facilitated.
Detailed description of the invention
Fig. 1 is that the structure of the house prosperity transaction information processing equipment for the hardware running environment that the embodiment of the present invention is related to is shown
It is intended to;
Fig. 2 is the flow diagram of house prosperity transaction information processing method first embodiment of the present invention;
Fig. 3 is the flow diagram of house prosperity transaction information processing method second embodiment of the present invention;
Fig. 4 is the structural block diagram of house prosperity transaction information processing unit 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 described herein, specific examples are only used to explain the present invention, is not intended to limit the present invention.
Referring to Fig.1, Fig. 1 is the house prosperity transaction information processing equipment for the hardware running environment that the embodiment of the present invention is related to
Structural schematic diagram.
As shown in Figure 1, the house prosperity transaction information processing equipment may include: processor 1001, such as central processing unit
(Central Processing Unit, CPU), communication bus 1002, user interface 1003, network interface 1004, memory
1005.Wherein, communication bus 1002 is for realizing the connection communication between these components.User interface 1003 may include display
Shield (Display), input unit such as keyboard (Keyboard), optional user interface 1003 can also include that the wired of standard connects
Mouth, wireless interface.Network interface 1004 optionally may include standard wireline interface and wireless interface (such as Wireless Fidelity
(WIreless-FIdelity, WI-FI) interface).Memory 1005 can be the random access memory (Random of high speed
Access Memory, RAM) memory, be also possible to stable nonvolatile memory (Non-Volatile Memory,
), such as magnetic disk storage NVM.Memory 1005 optionally can also be the storage device independently of aforementioned processor 1001.
It will be understood by those skilled in the art that structure shown in Fig. 1 is not constituted to house prosperity transaction information processing equipment
Restriction, may include perhaps combining certain components or different component layouts than illustrating more or fewer components.
As shown in Figure 1, as may include operating system, data storage mould in a kind of memory 1005 of storage medium
Block, network communication module, Subscriber Interface Module SIM and house prosperity transaction message handling program.
In house prosperity transaction information processing equipment shown in Fig. 1, network interface 1004 is mainly used for and user terminal, major
Data platform carries out data communication;User interface 1003 is mainly used for carrying out data interaction with user;House prosperity transaction letter of the present invention
Processor 1001, memory 1005 in breath processing equipment can be set in house prosperity transaction information processing equipment, the house property
Transaction Information processing equipment calls the house prosperity transaction message handling program stored in memory 1005 by processor 1001, and holds
Row house prosperity transaction information processing method provided in an embodiment of the present invention.
The embodiment of the invention provides a kind of house prosperity transaction information processing methods, and referring to Fig. 2, Fig. 2 is a kind of room of the present invention
Produce the flow diagram of exchange information processing method first embodiment.
In the present embodiment, the house prosperity transaction information processing method the following steps are included:
Step S10 receives the house prosperity transaction information to be recorded of user terminal uploads, from the house prosperity transaction information to be recorded
Middle at least one keyword of extraction.
Specifically, the executing subject in the present embodiment is real estate trade platform Internet-based.
It should be understood that in practical applications, the real estate trade platform Internet-based can be specifically deployed in
Traditional physical server (needing to occupy actual physics space), can also be deployed in virtual Cloud Server, herein with no restrictions.
That is, in actual job, it can be by the above-mentioned clothes for being used to dispose real estate trade platform Internet-based
Device be engaged in directly as executing subject.
In addition, in the present embodiment, it is described to extract at least one keyword from the house prosperity transaction information to be recorded
Operation is specially carried out based on keyword extraction techniques more mature at present.
Correspondingly, in order to guarantee the above-mentioned operation for extracting at least one keyword from the house prosperity transaction information to be recorded
It can go on smoothly, need to guarantee that the house prosperity transaction information to be recorded is text formatting.Thus, in practical applications, from
Before extracting at least one keyword in the house prosperity transaction information to be recorded, the house prosperity transaction letter to be recorded can be first determined
The format of breath.
Correspondingly, however, it is determined that the house prosperity transaction information to be recorded is phonetic matrix, then speech recognition technology is based on, by language
The house prosperity transaction information to be recorded of sound format is converted to the house prosperity transaction information to be recorded of text formatting;If it is determined that described to be recorded
House prosperity transaction information is picture format, then is based on image recognition text technology, such as optical character recognition technology (Optical
Character Recognition, ORC), by the house prosperity transaction information to be recorded of picture format be converted to text formatting wait remember
Record house prosperity transaction information.
Correspondingly, when carrying out keyword extraction operation, keyword extraction techniques are specifically based on, from text formatting
House prosperity transaction information to be recorded in extract at least one keyword.
It, can be from house prosperity transaction to be recorded in addition, in order to guarantee the keyword extracted reference value with higher
Before mentioning keyword in information, Text Pretreatment operation first is carried out to the house prosperity transaction information to be recorded of text formatting.
Such as remove stop words, that is, remove and contain in feedback information such as:, the word of not no practical significance.
Also such as, remove invalid spcial character, such as emoticon, various punctuation marks.
Correspondingly, the house prosperity transaction to be recorded of text formatting is converted in the house prosperity transaction information to be recorded by phonetic matrix
Before information, equally first the house prosperity transaction information to be recorded to phonetic matrix series of preprocessing operation can be carried out, for example filter
The operations such as wave, removal interference sound, to guarantee that the text information converted out is more accurate.
Similarly, in the house prosperity transaction to be recorded letter that the house prosperity transaction information to be recorded of picture format is converted to text formatting
Before breath, equally first the house prosperity transaction information to be recorded to picture format series of preprocessing operation, such as gray scale can be carried out
The operations such as processing, denoising, to guarantee that the text information converted out is more accurate.
It should be understood that having the above is only for example, not constituting any restriction to technical solution of the present invention
In body application, those skilled in the art, which can according to need, to be configured, and the present invention is without limitation.
Step S20 analyzes each keyword, is determined house prosperity transaction based on the big data analysis model constructed in advance
The transaction node that business is presently in.
It should be understood that the above-mentioned described big data analysis module constructed in advance, specifically can be by based on machine
Device learning algorithm is trained the sample data (obtaining in advance from each big data platform) collected in advance, to construct big number
According to analysis model.
It should be noted that above-mentioned described machine learning algorithm, specifically can be supervised learning algorithm, such as at present compared with
For popular convolutional neural networks algorithm (Convolutional neural networks, CNNs);It is also possible to unsupervised
Practise algorithm, such as depth confidence net (Deep Belief Nets, DBNs) more popular at present.
About the selection of machine learning algorithm, those skilled in the art can select according to actual needs, herein
With no restrictions.
About the operation for the transaction node for using the big data analysis model to determine that house prosperity transaction business is presently in,
Only each keyword extracted from house prosperity transaction information to be recorded need to be inputted the big data analysis model in specific implementation,
The transaction node that i.e. exportable house prosperity transaction business is presently in.
By determining transaction node according to keyword, so that house property broker is when carrying out house prosperity transaction data input,
Without selecting transaction node, server can determine the corresponding transaction node of the house prosperity transaction information to be recorded, thus effectively
Reduce manual intervention, avoid due to human factor cause record house prosperity transaction information and transaction node it is unmatched existing
As.
Step S30 finds out from the transaction record template library constructed in advance and hands over the matched target of the transaction node
Easy logging template.
Specifically, for the ease of searching, and guarantee the accuracy of lookup result, it can be in building transaction record template
Library, and when adding the transaction record template constructed in advance in the transaction record template library, each transaction node can be created
Corresponding relationship between nodename and node serial number, and then obtain the first mapping table.
Further, the node serial number transaction node matching corresponding with each node serial number of each transaction node can also be created
Transaction record template between corresponding relationship, and then obtain the second mapping table.
Correspondingly, it is found out from the transaction record template library constructed in advance and the matched mesh of the transaction node described
When marking transaction record template, it can specifically be carried out according to following process:
Firstly, determining the transaction section according to the nodename of the transaction node and preset first mapping table
The node serial number of point.
Specifically, the nodename of described transaction node can be pre-set.
For example, prespecified each house prosperity transaction business include: that customer information is put on record, band sees the source of houses, subscribe, contract,
Returned money such as closes at the transaction nodes.
Correspondingly, the stage name of each transaction node is successively are as follows: customer information puts node on record, band sees source of houses node, recognizes
Purchase node, returned money node, closes node at signing node.
It should be understood that the above is only for example, the technical solution to invention does not constitute any restriction.In reality
In, those skilled in the art, which can according to need, to be configured, herein with no restrictions.
Then, it according to the node serial number and preset second mapping table, is looked into from the transaction record template library
It finds out and the matched target transaction logging template of the transaction node.
Specifically, in actual job, the transaction record template suitable for each transaction node can have it is multiple, thus
According to the node serial number and preset second mapping table, found out from the transaction record template library and the transaction
When the target transaction logging template of node matching, the transaction record stored in the transaction record template library can be first judged
Whether template is unique, i.e., the number with the matched transaction record template of the transaction node stored in the described transaction record template library
Whether mesh is greater than 1, then according to judging result choose suitable transaction record template as with the matched mesh of the transaction node
Mark transaction record template.
Such as stored in the transaction record template library with the matched transaction record template of the transaction node
When number is greater than 1, it can be sieved from the matched each transaction record template of the transaction node first according to preset screening rule
Select the transaction record template for meeting the screening rule, then using the transaction record template filtered out as with the transaction
The target transaction logging template of node matching.
The number etc. with the matched transaction record template of the transaction node stored in the transaction record template library
When 1, the transaction record template stored in the transaction record template library can be directly acquired, the transaction note that then will acquire
Record template as with the matched target transaction logging template of the transaction node.
It should be noted that above-mentioned described screening rule, the developer to take office according to house property broker, room can be
Producing sales company usual template style, perhaps frequency of use of the template style in each season or template etc. is screened.
For example, screened with the pouplarity of template, then it can be corresponding in each transaction record template for obtaining record
Then access times, number of users filter out the most transaction record template of access times, match as with the transaction node
Target transaction logging template.
In addition, in order to accelerate the speed of lookup target transaction record target as far as possible, and then promote house prosperity transaction information
Storage speed.It is handed in described found out from the transaction record template library constructed in advance with the matched target of the transaction node
It, can also be first by each transaction record template in the transaction record template library constructed in advance from virtual before easy logging template
Memory space imports physical memory space.
Correspondingly, it is being found out from the transaction record template library constructed in advance and the matched target friendship of the transaction node
When easy logging template, specifically: it finds out from the physical memory space and remembers with the matched target transaction of the transaction node
Record template.
It should be noted that physical memory space described in the present embodiment specifically refers to the memory often said in practical application
(Memory), also referred to as built-in storage is usually made of the part such as memory chip, circuit board, golden finger, such as with service
Memory bar in device.
Virtual memory space specifically refers in the server, as the outer memory area of disk fictionalizes the logic come
Memory space.
In addition, it is noted that the processing speed of the virtual memory space is between external memory space and physical memory
Between space, thus by the way that transaction record template library to be stored in virtual memory space in the present embodiment, then from preparatory
Found out in the transaction record template library of building with before the matched target transaction logging template of the transaction node, by will be pre-
Each transaction record template in the transaction record template library first constructed imports physical memory space from virtual memory space, from
And search speed can be greatly promoted.
Step S40 generates the corresponding house property of the transaction node according to the target transaction logging template and each keyword
Transaction Information file.
Specifically, according to the target transaction logging template and each keyword, it is corresponding to generate the transaction node
When house prosperity transaction message file, semantic analysis first can be carried out to each keyword, the meaning of each keyword be determined, thus according to each
The meaning of keyword determines each keyword the location of in the transaction record template, and final need to be defeated by each keyword
Enter the corresponding position into the transaction record template, the corresponding house prosperity transaction information text of the transaction node can be obtained
Part.
In addition, in actual job, in order to further enhance the storage speed of house prosperity transaction information, can also first will be true
Fixed target transaction record target and each keyword move into cache memory, are then executed by cache memory
State operation.
Further, in practical applications, in order to make any house property broker check the house prosperity transaction business appoint
Anticipate transaction node corresponding house prosperity transaction message file when, more intuitive can understand the house prosperity transaction information text checked
The content recorded in part.According to the target transaction logging template and each keyword, the corresponding room of the transaction node is generated
When producing Transaction Information file, corresponding chart can also be generated according to the content in the house prosperity transaction message file.
In addition, in order to further facilitate supervision of the house property broker to the house prosperity transaction business complete period, it can be according to each
Business number creation one house property for recording the entire transaction flow of house prosperity transaction business of item house prosperity transaction business is handed over
Easy service scripts, be then cured in the house prosperity transaction service scripts house prosperity transaction business transaction node to be related to,
It is handed over to after obtaining the house prosperity transaction message file of each transaction node, establish house prosperity transaction message file and the house property
The mapping relations of corresponding transaction node, realize the binding of transaction node and house prosperity transaction message file in easy service scripts, from
And house property broker is in subsequent check, the business number for the house prosperity transaction business that need to only check as needed finds corresponding room
Produce transaction business file, can check the house prosperity transaction business entire transaction progress and process of exchange involved in letter
Breath.
By foregoing description it is not difficult to find that house prosperity transaction information processing method provided in this embodiment, is receiving user
After the house prosperity transaction information to be recorded of user terminal uploads, by being extracted at least from the house prosperity transaction information to be recorded
One keyword, and using the big data analysis model constructed in advance, each keyword is analyzed, determines house prosperity transaction business
The transaction node being presently in, so that automatically determining for transaction node is realized, so that user recorded in house prosperity transaction information
Cheng Zhong greatly reduces the manual intervention in house prosperity transaction information recording process, and then effectively without manually selecting transaction node
The mistake that avoids manual intervention and may cause.
In addition, after automatically determining current transaction node, by being searched from the transaction record template library constructed in advance
Out with the matched target transaction logging template of the transaction node, then according to the target transaction logging template and each key
Word generates the corresponding house prosperity transaction message file of the transaction node, can not only be further reduced house prosperity transaction information record
Manual intervention in the process, while also having unified the style of the house prosperity transaction information of typing, and ensure that the house prosperity transaction of typing
The accuracy of information, and then checking for the subsequent house prosperity transaction information to each transaction node can be significantly facilitated.
With reference to Fig. 3, Fig. 3 is a kind of flow diagram of house prosperity transaction information processing method second embodiment of the present invention.
It should be understood that in practical applications, house prosperity transaction business would generally include: that customer information is put on record, band sees room
Source subscribes, contracts, returned money, the transaction nodes such as closing.Also, the beginning transaction node of each house prosperity transaction business is usually
Customer information is put on record.Thus, in order to promote going on smoothly for house prosperity transaction business, promote the experience of house purchaser.Based on upper
First embodiment is stated, is that customer information puts node on record in the nodename for the transaction node that the house prosperity transaction business is presently in
When house prosperity transaction information processing method provided by the embodiment after the step S40, increased step S50 newly to step S80 tetra-
A step.
In order to make it easy to understand, being specifically described below in conjunction with content of the Fig. 3 to step S50 to step S80:
Step S50 obtains the daily of the client and disappears according to the customer information recorded in the house prosperity transaction message file
Take record and the accrediting amount.
Specifically, the name, contact method and identity card of client usually be will record when progress customer information is put on record
The contents such as information, thus in the current consumption record and the accrediting amount for obtaining the client, it can be according to the identity card of client
Information obtains the current consumption record and the accrediting amount of the client from each big data platform.
Step S60 determines the source of houses for being suitble to client's purchase according to current consumption record and the accrediting amount
Price range.
It should be understood that in a particular application, being recorded according to the current consumption of the user, can usually estimating out institute
State the down payment amount of money that user is able to bear;And according to the accrediting amount of the user, then can estimate out the user can be from
The amount of the loan of credit agency's debt-credit.
Thus, according to above-mentioned two information, the substantially area of the acceptable source of houses price of the client can be estimated out
Between.
Step S70 manages library from information of real estate according to the price parameter carried in the price range and each information of real estate
In filter out the information of real estate for being suitble to the source of houses of client purchase, and obtained from the information of real estate and be responsible for the source of houses letter
The band for ceasing the corresponding source of houses sees the contact method of people.
It should be understood that in the concrete realization, the information of real estate of each source of houses recorded in information of real estate management library is usual
It can carry many kinds of parameters, for example price parameter, house type parameter, area parameters, source of houses address, be responsible for the band that band is seen and see people's information
Deng, thus can be managed from information of real estate according to firm price section and filter out the source of houses for being suitble to client's purchase in library
Information of real estate.
Correspondingly, after the information of real estate for filtering out the source of houses for being suitble to client's purchase, can believe from the source of houses
It is extracted in breath and is responsible for the band of the corresponding source of houses of the information of real estate and sees the contact method of people.
The house prosperity transaction message file and the information of real estate are sent to institute using the contact method by step S80
It states band and sees people, notify the band to see that people contacts the client, and carry out and provide the beam worker that band sees the source of houses for the client
Make.
Specifically, connection mode described in the present embodiment, even if specifically can be with the side such as mail, short message, communication
Formula, notice band see personnel.
It, can be by the house prosperity transaction information such as when the contact method is to send mail notification band to see personnel
File and the information of real estate are input in preset notice template, and then are notified mail, the notice postal that will finally obtain
Part is sent to the mailbox that the band sees people.
It should be noted that the above is only for example, not constituting any restriction to technical solution of the present invention.Having
During body is realized, those skilled in the art, which can according to need, to be configured, herein with no restrictions.
By foregoing description it is not difficult to find that house prosperity transaction information processing method provided in this embodiment, is determining house property friendship
When the transaction node that easy business is presently in is that customer information puts node on record, by remembering according in the house prosperity transaction message file
The customer information of load obtains the current consumption record and the accrediting amount of the client from each big data platform, then according to
Current consumption record and the accrediting amount determine the price range for being suitble to the source of houses of client's purchase, and according to the valence
The price parameter carried in lattice section and each information of real estate filters out from information of real estate management library and is suitble to client's purchase
The information of real estate of the source of houses is responsible for the correspondent party of people in terms of the band of the corresponding source of houses of the information of real estate from acquisition in the information of real estate
Formula, and then the contact method is used, the house prosperity transaction message file and the information of real estate are sent to the band and see people,
So as to which so that band sees that people can contact the client in time, Xiang Suoshu lead referral is suitble to the source of houses of its purchase, and does in time
The preparation that band sees the source of houses is provided for the client well, as far as possible promotion user experience, promotes house-purchase probability of transaction.
In addition, the embodiment of the present invention also proposes a kind of storage medium, house prosperity transaction information is stored on the storage medium
Processing routine, the house prosperity transaction message handling program are realized when being executed by processor at house prosperity transaction information as described above
The step of reason method.
It is the structural block diagram of house prosperity transaction information processing unit first embodiment of the present invention referring to Fig. 4, Fig. 4.
As shown in figure 4, the house prosperity transaction information processing unit that the embodiment of the present invention proposes includes: extraction module 4001, divides
Analyse module 4002, searching module 4003 and generation module 4004.
Wherein, the extraction module 4001, for receiving the house prosperity transaction information to be recorded of user terminal uploads, from described
At least one keyword is extracted in house prosperity transaction information to be recorded;The analysis module 4002, for big based on what is constructed in advance
Data Analysis Model analyzes each keyword, determines the transaction node that house prosperity transaction business is presently in;The lookup mould
Block 4003 is recorded for finding out from the transaction record template library constructed in advance with the matched target transaction of the transaction node
Template;The generation module 4004, for generating the transaction node according to the target transaction logging template and each keyword
Corresponding house prosperity transaction message file.
It is found out and the transaction node from the transaction record template library constructed in advance about the searching module 4003
The operation of matched target transaction logging template can be specifically accomplished in that in practical applications
Firstly, determining the transaction section according to the nodename of the transaction node and preset first mapping table
The node serial number of point.
Specifically, stored in above-mentioned the first described mapping table be specially each transaction node nodename with
Corresponding relationship between node serial number.
Then, it according to the node serial number and preset second mapping table, is looked into from the transaction record template library
It finds out and the matched target transaction logging template of the transaction node.
It should be understood that due in practical applications, the transaction record suitable for each transaction node that constructs in advance
Template can have it is multiple, thus according to the node serial number and preset second mapping table, from the transaction record mould
When finding out target transaction logging template matched with the transaction node in plate library, it can be realized according to following process:
For example, judging the transaction record template library first according to the node serial number and preset second mapping table
Whether middle storage is greater than 1 with the number of the matched transaction record template of the transaction node.
If what is stored in the transaction record template library is big with the number of the matched transaction record template of the transaction node
In 1, then according to preset screening rule, one is screened from the matched each transaction record template of the transaction node and meets institute
The transaction record template for stating screening rule is handed over using the transaction record template filtered out as with the matched target of the transaction node
Easy logging template;
If the number etc. with the matched transaction record template of the transaction node stored in the transaction record template library
In 1, then obtain the transaction record template stored in the transaction record template library, the transaction record template that will acquire as with
The matched target transaction logging template of transaction node.
In addition, it should be noted that, what is stored in above-mentioned the second described mapping table is specially each transaction node
Corresponding relationship between the matched transaction record template of node serial number transaction node corresponding with each node serial number.
In addition, in order to accelerate the speed of lookup target transaction record target as far as possible, and then promote house prosperity transaction information
Storage speed.It is handed in described found out from the transaction record template library constructed in advance with the matched target of the transaction node
It, can be first by each transaction record template in the transaction record template library constructed in advance from virtually depositing before easy logging template
It stores up space and imports physical memory space.
Correspondingly, the searching module 4003 it is described found out from the transaction record template library constructed in advance with it is described
When the matched target transaction logging template of transaction node, is specifically found out from the physical memory space and the transaction saves
The matched target transaction logging template of point.
It should be understood that each transaction record template in the above-mentioned transaction record template library that will be constructed in advance is from void
Quasi- memory space imports the operation in physical memory space, specifically can be and hands in the house property to be recorded for receiving user terminal offer
It is executed after easy information.
In addition, in order to make it easy to understand, being provided in the present embodiment a kind of according to the target transaction logging template and each key
Word, generates the specific implementation of the corresponding house prosperity transaction message file of the transaction node, implementation process approximately as:
Semantic analysis is carried out to each keyword, determines the meaning of each keyword;
According to the meaning of each keyword, determine each keyword the location of in the transaction record template;
Each keyword is input to corresponding position in the transaction record template, obtains the corresponding room of the transaction node
Produce Transaction Information file.
It should be understood that having the above is only for example, not constituting any restriction to technical solution of the present invention
In body application, those skilled in the art, which can according to need, to be configured, and the present invention is without limitation.
In addition, it is noted that be not limited by the format in this present embodiment to house prosperity transaction information to be recorded,
Thus in practical applications, there may be various formats for the house prosperity transaction information to be recorded received, in order to guarantee the extraction
Module 4001 can be based on keyword extraction techniques, extract at least one keyword from the house prosperity transaction information to be recorded.
The house prosperity transaction information processing unit can also include: that format determination module, speech to text module and picture turn text mould
Block.
Correspondingly, the format determination module, for determining the format of the house prosperity transaction information to be recorded.
The speech to text module, for being based on voice when the house prosperity transaction information to be recorded is phonetic matrix
The house prosperity transaction information to be recorded of phonetic matrix is converted to the house prosperity transaction information to be recorded of text formatting by identification technology.
The picture turns text module, for being based on image when the house prosperity transaction information to be recorded is picture format
It identifies text technology, the house prosperity transaction to be recorded that the house prosperity transaction information to be recorded of picture format is converted to text formatting is believed
Breath.
By foregoing description it is not difficult to find that house prosperity transaction information processing unit provided in this embodiment, is receiving user
After the house prosperity transaction information to be recorded of user terminal uploads, by being extracted at least from the house prosperity transaction information to be recorded
One keyword, and using the big data analysis model constructed in advance, each keyword is analyzed, determines house prosperity transaction business
The transaction node being presently in, so that automatically determining for transaction node is realized, so that user recorded in house prosperity transaction information
Cheng Zhong greatly reduces the manual intervention in house prosperity transaction information recording process, and then effectively without manually selecting transaction node
The mistake that avoids manual intervention and may cause.
In addition, after automatically determining current transaction node, by being searched from the transaction record template library constructed in advance
Out with the matched target transaction logging template of the transaction node, then according to the target transaction logging template and each key
Word generates the corresponding house prosperity transaction message file of the transaction node, can not only be further reduced house prosperity transaction information record
Manual intervention in the process, while also having unified the style of the house prosperity transaction information of typing, and ensure that the house prosperity transaction of typing
The accuracy of information, and then checking for the subsequent house prosperity transaction information to each transaction node can be significantly facilitated.
It should be noted that workflow described above is only schematical, not to protection model of the invention
Enclose composition limit, in practical applications, those skilled in the art can select according to the actual needs part therein or
It all achieves the purpose of the solution of this embodiment, herein with no restrictions.
In addition, the not technical detail of detailed description in the present embodiment, reference can be made to provided by any embodiment of the invention
House prosperity transaction information processing method, details are not described herein again.
Based on the first embodiment of above-mentioned house prosperity transaction information processing unit, house prosperity transaction information processing apparatus of the present invention is proposed
Set second embodiment.
In the present embodiment, the house prosperity transaction information processing unit further include: obtain module, source of houses price determines mould
Block, source of houses screening module, band see that people obtains module and sending module.
Wherein, the acquisition module, for obtaining institute according to the customer information recorded in the house prosperity transaction message file
State the current consumption record and the accrediting amount of client.
The source of houses price determination module, for determining and being suitble to according to current consumption record and the accrediting amount
The price range of the source of houses of client's purchase.
The source of houses screening module, for according to the price parameter carried in the price range and each information of real estate, from
The information of real estate for being suitble to the source of houses of client's purchase is filtered out in information of real estate management library.
The band sees that people obtains module, is responsible for the corresponding source of houses of the information of real estate for obtaining from the information of real estate
Band see the contact method of people.
The sending module believes the house prosperity transaction message file and the source of houses for using the contact method
Breath is sent to the band and sees people, and the band is notified to see that people contacts the client, and carries out and provide band for the client and see the room
The preparation in source.
It should be understood that having the above is only for example, not constituting any restriction to technical solution of the present invention
In body application, those skilled in the art, which can according to need, to be configured, and the present invention is without limitation.
By foregoing description it is not difficult to find that house prosperity transaction information processing unit provided in this embodiment, is determining house property friendship
When the transaction node that easy business is presently in is that customer information puts node on record, by remembering according in the house prosperity transaction message file
The customer information of load obtains the current consumption record and the accrediting amount of the client from each big data platform, then according to
Current consumption record and the accrediting amount determine the price range for being suitble to the source of houses of client's purchase, and according to the valence
The price parameter carried in lattice section and each information of real estate filters out from information of real estate management library and is suitble to client's purchase
The information of real estate of the source of houses is responsible for the correspondent party of people in terms of the band of the corresponding source of houses of the information of real estate from acquisition in the information of real estate
Formula, and then the contact method is used, the house prosperity transaction message file and the information of real estate are sent to the band and see people,
So as to which so that band sees that people can contact the client in time, Xiang Suoshu lead referral is suitble to the source of houses of its purchase, and does in time
The preparation that band sees the source of houses is provided for the client well, as far as possible promotion user experience, promotes house-purchase probability of transaction.
It should be noted that workflow described above is only schematical, not to protection model of the invention
Enclose composition limit, in practical applications, those skilled in the art can select according to the actual needs part therein or
It all achieves the purpose of the solution of this embodiment, herein with no restrictions.
In addition, the not technical detail of detailed description in the present embodiment, reference can be made to provided by any embodiment of the invention
House prosperity transaction information processing method, details are not described herein again.
In addition, it should be noted that, herein, the terms "include", "comprise" or its any other variant are intended to contain
Lid non-exclusive inclusion, so that process, method, article or system including a series of elements are not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or system
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
There is also other identical elements in process, method, article or system including the element.
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 a storage medium
In (such as read-only memory (Read Only Memory, ROM)/RAM, magnetic disk, CD), including some instructions are used so that one
Terminal device (can be mobile phone, computer, server or the network equipment etc.) executes side described in each embodiment of the present invention
Method.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is 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 house prosperity transaction information processing method, which is characterized in that the described method comprises the following steps:
The house prosperity transaction information to be recorded for receiving user terminal uploads, extracts at least one from the house prosperity transaction information to be recorded
A keyword;
Based on the big data analysis model constructed in advance, each keyword is analyzed, determines that house prosperity transaction business is presently in
Transaction node;
It is found out from the transaction record template library constructed in advance and the matched target transaction logging template of the transaction node;
According to the target transaction logging template and each keyword, the corresponding house prosperity transaction information text of the transaction node is generated
Part.
2. the method as described in claim 1, which is characterized in that described to be extracted at least from the house prosperity transaction information to be recorded
Before one keyword, the method also includes:
Determine the format of the house prosperity transaction information to be recorded;
If the house prosperity transaction information to be recorded is phonetic matrix, it is based on speech recognition technology, by the to be recorded of phonetic matrix
House prosperity transaction information is converted to the house prosperity transaction information to be recorded of text formatting;
If the house prosperity transaction information to be recorded is picture format, be based on image recognition text technology, by picture format to
Record house prosperity transaction information is converted to the house prosperity transaction information to be recorded of text formatting;
It is wherein, described to extract at least one keyword from the house prosperity transaction information to be recorded, comprising:
Based on keyword extraction techniques, at least one keyword is extracted from the house prosperity transaction information to be recorded of text formatting.
3. the method as described in claim 1, which is characterized in that described to be found out from the transaction record template library constructed in advance
With the matched target transaction logging template of the transaction node, comprising:
According to the nodename of the transaction node and preset first mapping table, determine that the node of the transaction node is compiled
Number, first mapping table is the corresponding relationship between the nodename and node serial number of each transaction node;
According to the node serial number and preset second mapping table, found out from the transaction record template library with it is described
The matched target transaction logging template of transaction node, second mapping table are the node serial number and each section of each transaction node
Point numbers the corresponding relationship between the corresponding matched transaction record template of transaction node.
4. method as claimed in claim 3, which is characterized in that described to be closed according to the node serial number with preset second mapping
It is table, is found out from the transaction record template library and the matched target transaction logging template of the transaction node, comprising:
According to the node serial number and preset second mapping table, judge to store in the transaction record template library with institute
Whether the number for stating the matched transaction record template of transaction node is greater than 1;
If storing in the transaction record template library be greater than 1 with the matched transaction record template of transaction node number,
Then according to preset screening rule, one is screened from the matched each transaction record template of the transaction node and meets the sieve
The transaction record template for selecting rule is remembered using the transaction record template filtered out as with the matched target transaction of the transaction node
Record template;
If storing in the transaction record template library be equal to 1 with the matched transaction record template of transaction node number,
Then obtain the transaction record template stored in the transaction record template library, the transaction record template that will acquire as with it is described
The matched target transaction logging template of transaction node.
5. method as claimed in claim 3, which is characterized in that described to be found out from the transaction record template library constructed in advance
Before the matched target transaction logging template of the transaction node, the method also includes:
Each transaction record template in the transaction record template library constructed in advance is imported in physics from virtual memory space
Deposit space;
Wherein, described find out from the transaction record template library constructed in advance is remembered with the matched target transaction of the transaction node
Record template, comprising:
It is found out from the physical memory space and the matched target transaction logging template of the transaction node.
6. the method as described in claim 1, which is characterized in that described according to the target transaction logging template and each key
Word generates the corresponding house prosperity transaction message file of the transaction node, comprising:
Semantic analysis is carried out to each keyword, determines the meaning of each keyword;
According to the meaning of each keyword, determine each keyword the location of in the transaction record template;
Each keyword is input to corresponding position in the transaction record template, the corresponding house property of the transaction node is obtained and hands over
Easy message file.
7. such as the described in any item methods of claim 3 to 6, which is characterized in that the nodename of the transaction node is client
Information puts node on record;
It is described obtain the corresponding house prosperity transaction message file of the transaction node after, the method also includes:
According to the customer information recorded in the house prosperity transaction message file, current consumption record and the credit of the client are obtained
Amount;
According to current consumption record and the accrediting amount, the price range for being suitble to the source of houses of client's purchase is determined;
According to the price parameter carried in the price range and each information of real estate, filtered out from information of real estate management library suitable
The information of real estate of the source of houses of client's purchase, and obtained from the information of real estate and be responsible for the corresponding source of houses of the information of real estate
Band see the contact method of people;
Using the contact method, the house prosperity transaction message file and the information of real estate are sent to the band and see people, led to
Know that the band sees that people contacts the client, and carries out and provide the preparation that band sees the source of houses for the client.
8. a kind of house prosperity transaction information processing unit, which is characterized in that described device includes:
Extraction module is believed for receiving the house prosperity transaction information to be recorded of user terminal uploads from the house prosperity transaction to be recorded
At least one keyword is extracted in breath;
Analysis module, for analyzing each keyword, determining house prosperity transaction based on the big data analysis model constructed in advance
The transaction node that business is presently in;
Searching module is handed over for finding out from the transaction record template library constructed in advance with the matched target of the transaction node
Easy logging template;
Generation module, for generating the corresponding room of the transaction node according to the target transaction logging template and each keyword
Produce Transaction Information file.
9. a kind of house prosperity transaction information processing equipment, which is characterized in that the equipment includes: memory, processor and is stored in
On the memory and the house prosperity transaction message handling program that can run on the processor, the house prosperity transaction information processing
Program is arranged for carrying out the step of house prosperity transaction information processing method as described in any one of claims 1 to 7.
10. a kind of storage medium, which is characterized in that house prosperity transaction message handling program is stored on the storage medium, it is described
House prosperity transaction message handling program realizes house prosperity transaction information as described in any one of claim 1 to 7 when being executed by processor
The step of processing method.
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110599338A (en) * | 2019-08-13 | 2019-12-20 | 上海陆家嘴国际金融资产交易市场股份有限公司 | Transaction data processing method and device, computer equipment and storage medium |
CN112184036A (en) * | 2020-09-30 | 2021-01-05 | 重庆天智慧启科技有限公司 | Case wind control real-time early warning system and method |
CN112416122A (en) * | 2020-10-29 | 2021-02-26 | 重庆猩远程科技有限公司 | VR-based watching method, device and system |
CN117151247A (en) * | 2023-10-30 | 2023-12-01 | 腾讯科技(深圳)有限公司 | Method, apparatus, computer device and storage medium for modeling machine learning task |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104463732A (en) * | 2014-11-17 | 2015-03-25 | 中润博远(北京)科技有限公司 | Housing source management system and housing source data processing method thereof |
CN108830682A (en) * | 2018-06-01 | 2018-11-16 | 深圳春沐源控股有限公司 | Online house prosperity transaction data processing method, device, terminal and storage medium |
CN108897729A (en) * | 2018-06-28 | 2018-11-27 | 中国建设银行股份有限公司 | A kind of trading template sharing method, device, electronic equipment and storage medium |
-
2019
- 2019-01-17 CN CN201910046572.6A patent/CN109903122A/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104463732A (en) * | 2014-11-17 | 2015-03-25 | 中润博远(北京)科技有限公司 | Housing source management system and housing source data processing method thereof |
CN108830682A (en) * | 2018-06-01 | 2018-11-16 | 深圳春沐源控股有限公司 | Online house prosperity transaction data processing method, device, terminal and storage medium |
CN108897729A (en) * | 2018-06-28 | 2018-11-27 | 中国建设银行股份有限公司 | A kind of trading template sharing method, device, electronic equipment and storage medium |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110599338A (en) * | 2019-08-13 | 2019-12-20 | 上海陆家嘴国际金融资产交易市场股份有限公司 | Transaction data processing method and device, computer equipment and storage medium |
CN112184036A (en) * | 2020-09-30 | 2021-01-05 | 重庆天智慧启科技有限公司 | Case wind control real-time early warning system and method |
CN112416122A (en) * | 2020-10-29 | 2021-02-26 | 重庆猩远程科技有限公司 | VR-based watching method, device and system |
CN117151247A (en) * | 2023-10-30 | 2023-12-01 | 腾讯科技(深圳)有限公司 | Method, apparatus, computer device and storage medium for modeling machine learning task |
CN117151247B (en) * | 2023-10-30 | 2024-02-02 | 腾讯科技(深圳)有限公司 | Method, apparatus, computer device and storage medium for modeling machine learning task |
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