CN112364610A - Method and device for inserting building card in house source article and computing equipment - Google Patents
Method and device for inserting building card in house source article and computing equipment Download PDFInfo
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Abstract
The embodiment of the invention relates to the technical field of data processing, and discloses a method and a device for inserting a building card in a house source article and computing equipment. The method comprises the following steps: determining the number of paragraphs of the house source article, and judging whether the number of paragraphs is greater than a preset threshold value; if the number of the paragraphs is larger than a preset threshold value, determining the insertion number P and the insertion positions of the building cards, which need to be inserted, of the house source article according to the number of the paragraphs; determining an associated building card, a promotion building card, a concerned building card and a hot building card; determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards, and calculating the weight of each building card in the to-be-processed building cards to determine to-be-inserted building cards; and inserting the cards to be inserted into the building into each insertion position from beginning to end of the house source article according to the sequence of the weights from large to small. Through the mode, the embodiment of the invention realizes the intelligent insertion of the building cards in the house source article.
Description
Technical Field
The embodiment of the invention relates to the technical field of data processing, in particular to a method and a device for inserting a building card in a house source article and computing equipment.
Background
With the development of network technology, the brokers in the building gradually push house source information to users through the network, thereby improving the working efficiency. For example, a building card related to the house source information is inserted into a house source article, and corresponding building information can be acquired in the process that a user browses the house source article.
In the related art, by inserting the building card into the house source article, a user can browse the house source card simultaneously in the process of browsing the house source article. If the user is interested in the browsed house source card, online house purchasing, online consultation and the like can be completed by clicking the house source card. In the process of implementing the embodiment of the present invention, the inventors found that: in the correlation technique, the insertion mode of the building card in the house source article is simple, and the intelligent insertion of the building card in the house source article cannot be realized.
Disclosure of Invention
In view of the above problems, embodiments of the present invention provide a method and an apparatus for inserting a building card in a house source article, and a computing device, so as to solve the problem in the prior art that a building card cannot be intelligently inserted in a house source article.
According to an aspect of an embodiment of the present invention, there is provided a method for inserting a building card in a house source article, the method including:
determining the number of paragraphs of the house source article, and judging whether the number of paragraphs is greater than a preset threshold value;
if the number of the paragraphs is greater than the preset threshold value, determining the number P of inserting the building cards required to be inserted into the house source article and the inserting positions of the building cards according to the number of the paragraphs, wherein the building cards are used for describing building information, and P is an integer greater than 1;
performing text recognition on the house source article to determine an associated building card associated with the text of the house source article;
determining a house broker associated with the house source article, determining M floor cards before the promotion times are ranked as promotion floor cards from floor cards promoted by the house broker within a first preset time, determining N floor cards before the ranking as attention floor cards from floor cards subjected to attention operation by the house broker within a second preset time according to the attention time from near to far, wherein M, N is an integer larger than 1;
acquiring a first preset number of floor cards according to the geographical position and the floor popularity, and determining the first preset number of floor cards as hot floor cards;
determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards, and calculating the weight of each building card in the to-be-processed building cards according to a preset weight calculation formula;
and sequencing the to-be-processed building cards according to the weight from large to small, determining the building card at the front P position as the to-be-inserted building card, and inserting the to-be-inserted building card into each insertion position of the house source article from beginning to end according to the weight from large to small.
In an alternative manner, the preset weight calculation formula is:
X＝(k1*n1+k2*n2+k3*n3+k4*n4)/(n1+n2+n3+n4)；
wherein, X is the weight of the building card, k1 is the first weight of the building card, k2 is the second weight of the building card, k3 is the third weight of the building card, and k4 is the fourth weight of the building card;
the first weight is determined according to the geographical position of the floor card and the heat of the floor, the second weight is determined according to the degree of association between the floor card and the text of the house source article, the third weight is determined according to the degree of association between the floor card and the promotion history of the house property broker, and the fourth weight is determined according to the degree of association between the floor card and the history of the house source concerned by the house property broker;
the n1, n2, n3 and n4 are preset constants.
In an alternative approach, the insertion location of the floor card in the house source article is determined as follows:
identifying the end position of each paragraph of the house source article, and determining the paragraph number of each paragraph, wherein the paragraph number is identified by Arabic numerals;
judging whether the paragraph number of each paragraph contains "2", "4" or "8", and determining the paragraph number containing "2", "4" or "8" as an insertion paragraph number;
and determining the tail position of the paragraph corresponding to the insertion paragraph number as the insertion position.
In an alternative mode, after the inserting the to-be-inserted floor card into each insertion position of the house source articles from beginning to end in the order of the weights from big to small, the method further comprises the following steps:
judging whether the associated building cards exist in all the building cards inserted into the house source article;
if the associated floor cards exist in all the floor cards inserted into the house source article, for each associated floor card, the following processing is carried out:
determining an associated paragraph of the associated building card in the house source article;
judging whether the insertion position of the associated building card is at the tail position of the associated paragraph;
if the insertion position of the associated building card is not at the end position of the associated paragraph, further judging whether the insertion position of the associated building card is the insertion position after the associated paragraph and closest to the associated paragraph;
and if the insertion position of the associated floor card is judged not to be the insertion position which is behind the associated paragraph and is nearest to the associated paragraph, the associated floor card is exchanged with the floor card which is positioned behind the associated paragraph and is nearest to the associated paragraph.
In an alternative manner, before the determining the number of paragraphs of the house-sourced article, the method further comprises: receiving a house source article access request sent by a terminal;
after the inserting the to-be-inserted building card into each inserting position of the house source article from beginning to end according to the sequence of the weights from big to small, the method further comprises the following steps:
generating an access link of the house source article;
and sending the access link to the terminal.
In an optional manner, before the calculating the weight of each of the to-be-processed floor cards according to a preset weight calculation formula, the method further includes:
and eliminating repeated floor cards in the floor cards to be processed.
In an optional manner, the method further comprises:
inputting a second preset number of the building cards and a text corresponding to each building card in the second preset number of the building cards into a neural network model for training so as to generate a machine learning model;
the text recognition of the house source article to determine an associated building card associated with the text of the house source article comprises:
extracting the text of the house source article, and inputting the text of the house source article into the machine learning model to determine an associated building card associated with the text of the house source article.
According to another aspect of an embodiment of the present invention, there is provided an insertion device for a building card in a house source article, the device including:
the judging module is used for determining the number of paragraphs of the house source article and judging whether the number of the paragraphs is greater than a preset threshold value;
a first determining module, configured to determine, according to the number of paragraphs if the number of paragraphs is greater than the preset threshold, an insertion number P and an insertion position of the building cards that need to be inserted into the house source article, where the building cards are used to describe building information, and P is an integer greater than 1;
the second determination module is used for performing text recognition on the house source article to determine an associated building card associated with the text of the house source article;
a third determining module, configured to determine a property broker associated with the house source article, determine, from the floor cards promoted by the property broker within a first preset time, a floor card at M-th before the promotion times are ranked as a promoted floor card, and determine, from the floor cards subjected to attention operation by the property broker within a second preset time, a floor card at N-th before the ranking as an attention floor card according to the attention time from near to far, where M, N is an integer greater than 1;
the fourth determining module is used for acquiring a first preset number of the floor cards according to the geographic position and the floor popularity and determining the first preset number of the floor cards as popular floor cards;
the calculation module is used for determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards and calculating the weight of each of the to-be-processed building cards according to a preset weight calculation formula;
and the inserting module is used for sequencing the to-be-processed floor cards according to the weight from large to small, determining the floor card at the front P position as the to-be-inserted floor card, and inserting the to-be-inserted floor card into each inserting position of the house source article from beginning to end according to the weight from large to small.
According to another aspect of embodiments of the present invention, there is provided a computing device including: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is used for storing at least one executable instruction, and the executable instruction enables the processor to execute the operation of the inserting method of the building cards in the house source article.
According to a further aspect of the embodiments of the present invention, there is provided a computer-readable storage medium having at least one executable instruction stored therein, which when executed on a computing device, causes the computing device to perform the operations of the above-mentioned method for inserting a building card in a house source article.
The method and the device for detecting the number of the paragraphs of the house source article judge whether the number of the paragraphs is larger than a preset threshold value or not by determining the number of the paragraphs of the house source article, and if the number of the paragraphs is larger than the preset threshold value, determine the number P of inserting the building cards into which the house source article needs to be inserted and the inserting positions of the building cards according to the number of the paragraphs; the method comprises the steps of determining associated floor cards associated with contents of house source articles, promotion floor cards associated with promotion situations of house agents, concern floor cards associated with concern situations of the house agents and popular floor cards associated with geographical positions and popularity of floors, determining the associated floor cards, the promotion floor cards, the concern floor cards and the popular floor cards as floor cards to be processed, calculating the weight of each floor card in the floor cards to be processed to determine floor cards to be inserted, and inserting the floor cards to be inserted into each inserting position from head to tail of the house source articles according to the sequence of the weights from large to small. The method for inserting the building cards in the house source article can combine the content of the house source article, the promotion condition of the broker on the building, the concern condition of the broker on the building and the geographic position and heat degree of the building, so that the building cards in the house source article can be intelligently inserted.
The foregoing description is only an overview of the technical solutions of the embodiments of the present invention, and the embodiments of the present invention can be implemented according to the content of the description in order to make the technical means of the embodiments of the present invention more clearly understood, and the detailed description of the present invention is provided below in order to make the foregoing and other objects, features, and advantages of the embodiments of the present invention more clearly understandable.
Drawings
The drawings are only for purposes of illustrating embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
fig. 1 is a schematic flow chart illustrating a method for inserting a building card in a house source article according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an insertion device for a building card in a house source article according to an embodiment of the invention;
fig. 3 is a schematic structural diagram of a computing device provided by an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the invention are shown in the drawings, it should be understood that the invention can be embodied in various forms and should not be limited to the embodiments set forth herein.
Fig. 1 shows a flow chart of a method for inserting a building card in a house source article, which is executed by a computing device, according to an embodiment of the invention. The memory of the computing device stores an executable instruction which causes the processor of the computing device to execute the operation of the insertion method of the building card in the house source article.
As shown in fig. 1, the method comprises the steps of:
step 110: determining the number of paragraphs of the house source article, and judging whether the number of paragraphs is greater than a preset threshold value.
The house source article is an article related to a house source and is generally used for introducing a building price, a building surrounding environment, a building developer and the like. The house source article generally comprises a plurality of paragraphs, for example, some house source articles are shorter and comprise 3 paragraphs; some house source articles are long and include 15 paragraphs. Generally, the more paragraphs of the house source article, the more time it takes to read the house source article, and correspondingly, the better the effect of inserting the building card in the house source article; the fewer paragraphs of the house source article, the less time it takes to read the house source article, and correspondingly, the poorer the effect of inserting the building card in the house source article. Therefore, the number of paragraphs of the house source article can be determined to judge whether the number of paragraphs of the house source article meets the condition of inserting the building card. Furthermore, the number of paragraphs of the house source article can be determined, and the number of paragraphs is compared with a preset threshold value, so that whether the number of paragraphs is greater than the preset threshold value or not is judged. The preset threshold is generally an integer greater than 0, for example, the preset threshold may be set to 2, and if the number of paragraphs of the house source article is greater than 2, the house source article is identified as a house source article meeting the condition of inserting the building card; if the number of paragraphs of the house source article is not greater than 2, the house source article is identified as a house source article that does not satisfy the condition of inserting the building card.
In a preferred embodiment, the method further comprises: the method comprises the steps of receiving a house source article access request sent by a terminal, wherein the house source article access request comprises an identifier of a house source article, determining the house source article to be accessed by the terminal according to the identifier of the house source article in the house source article access request, extracting the house source article to be accessed by the terminal from a house source article database, further determining the number of paragraphs of the house source article to be accessed by the terminal, and judging whether the number of the paragraphs is greater than a preset threshold value.
Step 120: if the number of the paragraphs is greater than the preset threshold value, determining the number of inserting P and the inserting positions of the building cards, which need to be inserted into the house source article, according to the number of the paragraphs, wherein the building cards are used for describing building information, and P is an integer greater than 1.
If the number of the paragraphs is greater than the preset threshold value, the number P of the inserting floor cards into which the house source article needs to be inserted and the inserting positions of the floor cards can be determined according to the number of the paragraphs. The building card is used for describing building information, and P is an integer larger than 1. The house source articles with different numbers of paragraphs need different numbers of inserted building cards to insert. For the same house source article, a plurality of building cards needing to be inserted can correspond to a plurality of different insertion positions. The insertion location for the floor card is typically located at the end of the house feed article or between paragraphs of the house feed article. Generally speaking, the larger the number of paragraphs of the house source article, the larger the number P of insertions, and the larger the number of insertion positions. Furthermore, each paragraph of the house source article may be numbered according to a preset rule, the paragraph meeting a preset condition is identified as the paragraph to be inserted, the insertion position of the building card is determined as the preset position of the paragraph to be inserted, and the preset position of the paragraph to be inserted may be, for example, the end of the paragraph to be inserted. Preferably, a plurality of insertion positions of the building cards can be determined, and each insertion position is inserted into one building card, namely the number of the insertion positions of the building cards is equal to the insertion number P of the building cards.
In a preferred embodiment, the location of insertion of the floor card in the property article can be determined as follows:
identifying the tail position of each paragraph of the house source article, and determining the paragraph number of each paragraph, wherein the paragraph number is identified by Arabic numerals; judging whether the paragraph number of each paragraph contains "2", "4" or "8", and determining the paragraph number containing "2", "4" or "8" as an insertion paragraph number; and determining the tail position of the paragraph corresponding to the inserted paragraph number as the insertion position of the building card in the house source article.
Step 130: text recognition is performed on the house source article to determine an associated building card associated with the text of the house source article.
Wherein text recognition can be performed on the house source article to determine an associated building card associated with the text of the house source article. The text recognition process of the house source article can be that all text contents of the house source article are extracted, then keyword search is carried out in all text contents of the house source article to determine keywords related to the building, and then the building corresponding to the keywords related to the building is further determined, so that the associated building card is determined.
In a preferred embodiment, a second preset number of floor cards and a text input neural network model corresponding to each floor card in the second preset number of floor cards can be trained to generate a machine learning model; and extracting texts of the house source articles, and inputting the texts of the house source articles into a machine learning model to determine associated floor cards associated with the texts of the house source articles. The second preset number may be 300, for example.
Step 140: determining a house broker associated with the house source article, determining M floor cards before the promotion times are ranked as promotion floor cards from the floor cards promoted by the house broker within a first preset time, determining N floor cards before the ranking as attention floor cards from the floor cards which are subjected to attention operation by the house broker within a second preset time according to the attention time from near to far, wherein M, N is an integer larger than 1.
The house broker is a salesman who pushes house source information to a user, and has the duty of providing services such as floor consultation, floor sales and the like for the user. Typically, one property broker serves multiple users simultaneously. The house broker can push the house source article with the house source card to the user for browsing so as to achieve the purpose of building marketing. The same property broker can select different house source articles to be pushed to the user according to different users and different sales tasks. Different properties brokers may also select the same property articles to push to the users of the respective services. The house broker can promote the same building card for many times, namely, the same building card is pushed to the user for many times. The house broker can also pay attention to interested floor cards so as to master the floor information of the floors corresponding to the floor cards at any time.
After the house broker associated with the house source article is determined, M-position floor cards before the promotion times are determined as promotion floor cards from floor cards promoted by the house broker within first preset time, N-position floor cards before the promotion times are determined as attention floor cards from floor cards during which the house broker carries out attention operation within second preset time according to attention events from near to far, and M, N is an integer larger than 1. The first preset time may be, for example, 12 months, and the second preset time may be, for example, 6 months.
Step 150: acquiring a first preset number of floor cards according to the geographic position and the floor popularity, and determining the first preset number of floor cards as hot floor cards.
The building cards can be ranked according to the geographic positions and the building popularity. For example, the top ranking floor cards are more geographically superior and the floor popularity is higher; the back ranked building has a geographically weaker card and is less hot. The first preset number of the floor cards can be obtained according to the ranking sequence, and the first preset number of the floor cards are determined to be hot floor cards.
Step 160: and determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards, and calculating the weight of each building card in the to-be-processed building cards according to a preset weight calculation formula.
The method comprises the steps of obtaining a plurality of building cards to be processed, and calculating the weight of each building card in the building cards to be processed according to a preset weight calculation formula. The weight of the building card can reflect the importance degree of the building card, and the higher the weight of the building card is, the more important the building card is, and the building card is placed at a position which is easier to be concerned by a user when the house source article is pushed to the user.
In a preferred embodiment, the preset weight calculation formula is:
X＝(k1*n1+k2*n2+k3*n3+k4*n4)/(n1+n2+n3+n4)；
wherein, X is the weight of the building cards, k1 is the first weight of the building cards, k2 is the second weight of the building cards, k3 is the third weight of the building cards, and k4 is the fourth weight of the building cards; the first weight is determined according to the geographical position of the floor card and the heat of the floor, the second weight is determined according to the degree of association between the floor card and the text of the house source article, the third weight is determined according to the degree of association between the floor card and the promotion history of the house property broker, and the fourth weight is determined according to the degree of association between the floor card and the history of the house source concerned by the house property broker; the n1, n2, n3 and n4 are preset constants.
Since the associated building cards, the promotion building cards, the concerned building cards and the hot building cards are determined according to different standards, the to-be-processed building cards may have repeated building cards. In a preferred embodiment, repeated building cards in the building cards to be processed can be removed, and then the weight of each building card in the building cards to be processed can be calculated according to a preset weight calculation formula.
Step 170: and sequencing the to-be-processed building cards according to the weight from large to small, determining the building card at the front P position as the to-be-inserted building card, and inserting the to-be-inserted building card into each insertion position of the house source article from beginning to end according to the weight from large to small.
The to-be-processed building cards can be sorted according to the weight from large to small, the building cards at the P position before the row are determined to be to-be-inserted building cards, and the number of the building cards contained in the to-be-inserted building cards is equal to the number of the building cards needing to be inserted in the house source article. And inserting the floor cards to be inserted into each insertion position from beginning to end of the house source article according to the sequence of the weights from large to small, namely inserting the floor card with the largest weight into the most front insertion position in the house source article, and inserting the floor card with the smallest weight into the most rear insertion position in the house source article. After inserting the building cards into the house source article, the inserting positions of the building cards in the house source article are closer to the front, the weight of the building cards is larger, and therefore a user can browse the building cards with larger weight first and then browse the building cards with smaller weight.
In a preferred embodiment, the method further comprises:
step 180: judging whether the associated building cards exist in all the building cards inserted into the house source article, if so, performing the following processing on each associated building card:
determining an associated passage of the associated building card in the house source article, judging whether the insertion position of the associated building card is at the tail position of the associated passage, if the insertion position of the associated building card is not at the tail position of the associated passage, further judging whether the insertion position of the associated building card is an insertion position after the associated passage and closest to the associated passage, and if the insertion position of the associated building card is not after the associated passage and closest to the associated passage, interchanging the insertion position of the associated building card with the building card at the insertion position after the associated passage and closest to the associated passage.
In a preferred embodiment, the method further comprises:
step 190: and generating an access link of the house source article, and sending the access link to the terminal.
The access link of the house source article is a link for accessing the house source article, and after the access link is sent to the terminal, a user of the terminal can access the house source article according to the access link of the house source article.
The method and the device for detecting the number of the paragraphs of the house source article judge whether the number of the paragraphs is larger than a preset threshold value or not by determining the number of the paragraphs of the house source article, and if the number of the paragraphs is larger than the preset threshold value, determine the number P of inserting the building cards into which the house source article needs to be inserted and the inserting positions of the building cards according to the number of the paragraphs; the method comprises the steps of determining associated floor cards associated with contents of house source articles, promotion floor cards associated with promotion situations of house agents, concern floor cards associated with concern situations of the house agents and popular floor cards associated with geographical positions and popularity of floors, determining the associated floor cards, the promotion floor cards, the concern floor cards and the popular floor cards as floor cards to be processed, calculating the weight of each floor card in the floor cards to be processed to determine floor cards to be inserted, and inserting the floor cards to be inserted into each inserting position from head to tail of the house source articles according to the sequence of the weights from large to small. The method for inserting the building cards in the house source article can combine the content of the house source article, the promotion condition of the broker on the building, the concern condition of the broker on the building and the geographic position and heat degree of the building, so that the building cards in the house source article can be intelligently inserted.
Fig. 2 shows a schematic structural diagram of an insertion device for a building card in a house source article according to an embodiment of the invention. As shown in fig. 2, the apparatus 300 includes: a determination module 310, a first determination module 320 and a second determination module 330, a third determination module 340, a fourth determination module 350, a calculation module 360 and an insertion module 370.
A determining module 310, configured to determine the number of paragraphs of the house source article, and determine whether the number of paragraphs is greater than a preset threshold;
a first determining module 320, configured to determine, if the number of paragraphs is greater than the preset threshold, an insertion number P and an insertion position of the building cards that need to be inserted into the house source article according to the number of paragraphs, where the building cards are used to describe building information, and P is an integer greater than 1;
a second determining module 330, configured to perform text recognition on the house source article to determine an associated building card associated with the text of the house source article;
a third determining module 340, configured to determine a property broker associated with the property article, determine, from the floor cards promoted by the property broker within the first preset time, that the floor cards with M digits before the ranking of the promotion times are promoted as promoted floor cards, and determine, from the floor cards in which the property broker performs an attention operation within the second preset time, that the floor cards with N digits before the ranking are attention floor cards according to the attention time from near to far, where M, N is an integer greater than 1;
the fourth determining module 350 is configured to obtain a first preset number of floor cards according to the geographic position and the floor popularity, and determine the first preset number of floor cards as popular floor cards;
the calculation module 360 is configured to determine the associated floor cards, the promotion floor cards, the concerned floor cards and the popular floor cards as to-be-processed floor cards, and calculate a weight of each of the to-be-processed floor cards according to a preset weight calculation formula;
the inserting module 370 is configured to sort the to-be-processed floor cards according to the weights from large to small, determine the floor card at the top P position as the to-be-inserted floor card, and insert the to-be-inserted floor card into each of the inserting positions of the house source article from beginning to end according to the weights from large to small.
In an optional manner, when the calculating module 360 calculates the weight of each of the to-be-processed building cards, the used preset weight calculation formula is as follows:
X＝(k1*n1+k2*n2+k3*n3+k4*n4)/(n1+n2+n3+n4)；
wherein, X is the weight of the building card, k1 is the first weight of the building card, k2 is the second weight of the building card, k3 is the third weight of the building card, and k4 is the fourth weight of the building card;
the first weight is determined according to the geographical position of the floor card and the heat of the floor, the second weight is determined according to the degree of association between the floor card and the text of the house source article, the third weight is determined according to the degree of association between the floor card and the promotion history of the house property broker, and the fourth weight is determined according to the degree of association between the floor card and the history of the house source concerned by the house property broker; the n1, n2, n3 and n4 are preset constants.
In an alternative manner, the first determining module 320 is configured to:
identifying the end position of each paragraph of the house source article, and determining the paragraph number of each paragraph, wherein the paragraph number is identified by Arabic numerals;
judging whether the paragraph number of each paragraph contains "2", "4" or "8", and determining the paragraph number containing "2", "4" or "8" as an insertion paragraph number;
and determining the tail position of the paragraph corresponding to the insertion paragraph number as the insertion position.
In an optional manner, the apparatus further comprises a swap position module for:
judging whether the associated building cards exist in all the building cards inserted into the house source article;
if the associated floor cards exist in all the floor cards inserted into the house source article, for each associated floor card, the following processing is carried out:
determining an associated paragraph of the associated building card in the house source article;
judging whether the insertion position of the associated building card is at the tail position of the associated paragraph;
if the insertion position of the associated building card is not at the end position of the associated paragraph, further judging whether the insertion position of the associated building card is the insertion position after the associated paragraph and closest to the associated paragraph;
and if the insertion position of the associated floor card is judged not to be the insertion position which is behind the associated paragraph and is nearest to the associated paragraph, the associated floor card is exchanged with the floor card which is positioned behind the associated paragraph and is nearest to the associated paragraph.
In an optional manner, the apparatus further comprises:
the receiving module is used for receiving a house source article access request sent by the terminal;
the generation module is used for generating an access link of the house source article;
and sending the access link to the terminal.
In an alternative approach, the calculation module 360 is configured to:
and eliminating repeated floor cards in the floor cards to be processed.
In an optional manner, the second determining module 330 is configured to train a second preset number of floor cards and a text input neural network model corresponding to each floor card in the second preset number of floor cards to generate a machine learning model; extracting the text of the house source article, and inputting the text of the house source article into the machine learning model to determine an associated building card associated with the text of the house source article.
The judging module of the embodiment of the invention can determine the number of paragraphs of the house source article and judge whether the number of paragraphs is greater than a preset threshold value; if the number of the paragraphs is larger than the preset threshold value, the first determining module can determine the insertion number P and the insertion positions of the building cards, which need to be inserted, of the house source article according to the number of the paragraphs; the method comprises the steps that an associated floor card associated with the content of the house source article, a promotion floor card associated with the promotion condition of the house broker, an attention floor card associated with the attention condition of the house broker and a popular floor card associated with the geographical position and the popularity of the floor can be determined through a second determination module, a third determination module and a fourth determination module; the calculation module can determine the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as the building cards to be processed, and calculate the weight of each building card in the building cards to be processed so as to determine the building cards to be inserted; the insertion module can insert the cards to be inserted into the building into each insertion position from beginning to end of the house source article according to the sequence of the weights from large to small. The inserting device for the building cards in the house source article can combine the content of the house source article, the promotion condition of the broker on the building, the concern condition of the broker on the building and the geographic position and heat degree of the building, so that the building cards in the house source article can be intelligently inserted.
Fig. 3 is a schematic structural diagram of a computing device according to an embodiment of the present invention, and a specific embodiment of the present invention does not limit a specific implementation of the computing device.
As shown in fig. 3, the computing device may include: a processor (processor)402, a Communications Interface 404, a memory 406, and a Communications bus 408.
Wherein: the processor 402, communication interface 404, and memory 406 communicate with each other via a communication bus 408. A communication interface 404 for communicating with network elements of other devices, such as clients or other servers. The processor 402, for executing the program 410, may specifically execute the relevant steps in the above-described embodiment of the method for inserting a building card in a house source article.
In particular, program 410 may include program code comprising computer-executable instructions.
The processor 402 may be a central processing unit CPU or an application Specific Integrated circuit asic or one or more Integrated circuits configured to implement embodiments of the present invention. The computing device includes one or more processors, which may be the same type of processor, such as one or more CPUs; or may be different types of processors such as one or more CPUs and one or more ASICs.
And a memory 406 for storing a program 410. Memory 406 may comprise high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory.
The program 410 may be specifically invoked by the processor 402 to cause the computing device to perform the following operations:
determining the number of paragraphs of the house source article, and judging whether the number of paragraphs is greater than a preset threshold value;
if the number of the paragraphs is greater than the preset threshold value, determining the number P of inserting the building cards required to be inserted into the house source article and the inserting positions of the building cards according to the number of the paragraphs, wherein the building cards are used for describing building information, and P is an integer greater than 1;
performing text recognition on the house source article to determine an associated building card associated with the text of the house source article;
determining a house broker associated with the house source article, determining M floor cards before the promotion times are ranked as promotion floor cards from floor cards promoted by the house broker within a first preset time, determining N floor cards before the ranking as attention floor cards from floor cards subjected to attention operation by the house broker within a second preset time according to the attention time from near to far, wherein M, N is an integer larger than 1;
acquiring a first preset number of floor cards according to the geographical position and the floor popularity, and determining the first preset number of floor cards as hot floor cards;
determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards, and calculating the weight of each building card in the to-be-processed building cards according to a preset weight calculation formula;
and sequencing the to-be-processed building cards according to the weight from large to small, determining the building card at the front P position as the to-be-inserted building card, and inserting the to-be-inserted building card into each insertion position of the house source article from beginning to end according to the weight from large to small.
In an alternative manner, the preset weight calculation formula is:
X＝(k1*n1+k2*n2+k3*n3+k4*n4)/(n1+n2+n3+n4)；
wherein, X is the weight of the building card, k1 is the first weight of the building card, k2 is the second weight of the building card, k3 is the third weight of the building card, and k4 is the fourth weight of the building card;
the first weight is determined according to the geographical position of the floor card and the heat of the floor, the second weight is determined according to the degree of association between the floor card and the text of the house source article, the third weight is determined according to the degree of association between the floor card and the promotion history of the house property broker, and the fourth weight is determined according to the degree of association between the floor card and the history of the house source concerned by the house property broker;
the n1, n2, n3 and n4 are preset constants.
In an alternative approach, the program 410 is invoked by the processor 402 to cause the computing device to:
identifying the end position of each paragraph of the house source article, and determining the paragraph number of each paragraph, wherein the paragraph number is identified by Arabic numerals;
judging whether the paragraph number of each paragraph contains "2", "4" or "8", and determining the paragraph number containing "2", "4" or "8" as an insertion paragraph number;
and determining the tail position of the paragraph corresponding to the insertion paragraph number as the insertion position.
In an alternative approach, the program 410 is invoked by the processor 402 to cause the computing device to:
judging whether the associated building cards exist in all the building cards inserted into the house source article;
if the associated floor cards exist in all the floor cards inserted into the house source article, for each associated floor card, the following processing is carried out:
determining an associated paragraph of the associated building card in the house source article;
judging whether the insertion position of the associated building card is at the tail position of the associated paragraph;
if the insertion position of the associated building card is not at the end position of the associated paragraph, further judging whether the insertion position of the associated building card is the insertion position after the associated paragraph and closest to the associated paragraph;
and if the insertion position of the associated floor card is judged not to be the insertion position which is behind the associated paragraph and is nearest to the associated paragraph, the associated floor card is exchanged with the floor card which is positioned behind the associated paragraph and is nearest to the associated paragraph.
In an alternative approach, the program 410 is invoked by the processor 402 to cause the computing device to:
receiving a house source article access request sent by a terminal;
after the step of inserting the to-be-inserted building cards into each insertion position of the house source articles from beginning to end according to the sequence of the weights from large to small is executed, an access link of the house source articles is generated, and the access link is sent to the terminal.
In an alternative approach, the program 410 is invoked by the processor 402 to cause the computing device to:
and eliminating repeated floor cards in the floor cards to be processed before the step of calculating the weight of each floor card in the floor cards to be processed according to a preset weight calculation formula is executed.
In an alternative approach, the program 410 is invoked by the processor 402 to cause the computing device to:
inputting a second preset number of the building cards and a text corresponding to each building card in the second preset number of the building cards into a neural network model for training so as to generate a machine learning model;
extracting the text of the house source article, and inputting the text of the house source article into the machine learning model to determine an associated building card associated with the text of the house source article.
The number of paragraphs of the house source article can be determined through a processor calling program, whether the number of paragraphs is greater than a preset threshold value or not is judged, and if the number of paragraphs is greater than the preset threshold value, the number P of inserting the building cards into which the house source article needs to be inserted and the inserting positions are determined according to the number of paragraphs; the method comprises the steps of determining associated floor cards associated with contents of house source articles, promotion floor cards associated with promotion situations of house agents, concern floor cards associated with concern situations of the house agents and popular floor cards associated with geographical positions and popularity of floors, determining the associated floor cards, the promotion floor cards, the concern floor cards and the popular floor cards as floor cards to be processed, calculating the weight of each floor card in the floor cards to be processed to determine floor cards to be inserted, and inserting the floor cards to be inserted into each inserting position from head to tail of the house source articles according to the sequence of the weights from large to small. It can be seen that the computing device of the embodiment of the present invention can combine the content of the house source article, the promotion condition of the broker on the floor, the attention condition of the broker on the floor, and the geographic location and heat degree of the floor, so as to intelligently insert the floor card in the house source article.
An embodiment of the present invention provides a computer-readable storage medium, where the storage medium stores at least one executable instruction, and when the executable instruction is executed on a computing device, the computing device executes a method for inserting a building card in a house source article in any method embodiment described above.
The embodiment of the invention provides an insertion device of a building card in a house source article, which is used for executing an insertion method of the building card in the house source article.
Embodiments of the present invention provide a computer program that can be invoked by a processor to enable a computing device to execute the method for inserting a building card in a house source article in any of the above method embodiments.
Embodiments of the present invention provide a computer program product comprising a computer program stored on a computer-readable storage medium, the computer program comprising program instructions that, when run on a computer, cause the computer to perform the method for inserting a building card in a house source article of any of the above-described method embodiments.
The algorithms or displays presented herein are not inherently related to any particular computer, virtual system, or other apparatus. Various general purpose systems may also be used with the teachings herein. The required structure for constructing such a system will be apparent from the description above. In addition, embodiments of the present invention are not directed to any particular programming language. It is appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any descriptions of specific languages are provided above to disclose the best mode of the invention.
In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description.
Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, various features of the embodiments of the invention are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the invention and aiding in the understanding of one or more of the various inventive aspects. However, the disclosed method should not be interpreted as reflecting an intention that: that the invention as claimed requires more features than are expressly recited in each claim.
Those skilled in the art will appreciate that the modules in the device in an embodiment may be adaptively changed and disposed in one or more devices different from the embodiment. The modules or units or components of the embodiments may be combined into one module or unit or component, and may be divided into a plurality of sub-modules or sub-units or sub-components. All of the features disclosed in this specification (including any accompanying claims, abstract and drawings), and all of the processes or elements of any method or apparatus so disclosed, may be combined in any combination, except combinations where at least some of such features and/or processes or elements are mutually exclusive. Each feature disclosed in this specification (including any accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names. The steps in the above embodiments should not be construed as limiting the order of execution unless specified otherwise.
Claims (10)
1. A method of inserting a building card in a property article, the method comprising:
determining the number of paragraphs of the house source article, and judging whether the number of paragraphs is greater than a preset threshold value;
if the number of the paragraphs is greater than the preset threshold value, determining the number P of inserting the building cards required to be inserted into the house source article and the inserting positions of the building cards according to the number of the paragraphs, wherein the building cards are used for describing building information, and P is an integer greater than 1;
performing text recognition on the house source article to determine an associated building card associated with the text of the house source article;
determining a house broker associated with the house source article, determining M floor cards before the promotion times are ranked as promotion floor cards from floor cards promoted by the house broker within a first preset time, determining N floor cards before the ranking as attention floor cards from floor cards subjected to attention operation by the house broker within a second preset time according to the attention time from near to far, wherein M, N is an integer larger than 1;
acquiring a first preset number of floor cards according to the geographical position and the floor popularity, and determining the first preset number of floor cards as hot floor cards;
determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards, and calculating the weight of each building card in the to-be-processed building cards according to a preset weight calculation formula;
and sequencing the to-be-processed building cards according to the weight from large to small, determining the building card at the front P position as the to-be-inserted building card, and inserting the to-be-inserted building card into each insertion position of the house source article from beginning to end according to the weight from large to small.
2. The method of claim 1, wherein the predetermined weight calculation formula is:
X＝(k1*n1+k2*n2+k3*n3+k4*n4)/(n1+n2+n3+n4)；
wherein, X is the weight of the building card, k1 is the first weight of the building card, k2 is the second weight of the building card, k3 is the third weight of the building card, and k4 is the fourth weight of the building card;
the first weight is determined according to the geographical position of the floor card and the heat of the floor, the second weight is determined according to the degree of association between the floor card and the text of the house source article, the third weight is determined according to the degree of association between the floor card and the promotion history of the house property broker, and the fourth weight is determined according to the degree of association between the floor card and the history of the house source concerned by the house property broker;
the n1, n2, n3 and n4 are preset constants.
3. The method of claim 1 or 2, wherein the insertion location of the floor card in the property article is determined as follows:
identifying the end position of each paragraph of the house source article, and determining the paragraph number of each paragraph, wherein the paragraph number is identified by Arabic numerals;
judging whether the paragraph number of each paragraph contains "2", "4" or "8", and determining the paragraph number containing "2", "4" or "8" as an insertion paragraph number;
and determining the tail position of the paragraph corresponding to the insertion paragraph number as the insertion position.
4. The method of claim 3, wherein after said inserting said to-be-inserted building card into each of said insertion locations of said house source articles in descending order of weight, said method further comprises:
judging whether the associated building cards exist in all the building cards inserted into the house source article;
if the associated floor cards exist in all the floor cards inserted into the house source article, for each associated floor card, the following processing is carried out:
determining an associated paragraph of the associated building card in the house source article;
judging whether the insertion position of the associated building card is at the tail position of the associated paragraph;
if the insertion position of the associated building card is not at the end position of the associated paragraph, further judging whether the insertion position of the associated building card is the insertion position after the associated paragraph and closest to the associated paragraph;
and if the insertion position of the associated floor card is judged not to be the insertion position which is behind the associated paragraph and is nearest to the associated paragraph, the associated floor card is exchanged with the floor card which is positioned behind the associated paragraph and is nearest to the associated paragraph.
5. The method of claim 1, wherein prior to said determining the number of paragraphs of said house-sourced article, said method further comprises: receiving a house source article access request sent by a terminal;
after the inserting the to-be-inserted building card into each inserting position of the house source article from beginning to end according to the sequence of the weights from big to small, the method further comprises the following steps:
generating an access link of the house source article;
and sending the access link to the terminal.
6. The method of claim 1, wherein prior to said calculating the weight of each of said to-be-processed floor cards according to a preset weight calculation formula, said method further comprises:
and eliminating repeated floor cards in the floor cards to be processed.
7. The method of claim 1, further comprising:
inputting a second preset number of the building cards and a text corresponding to each building card in the second preset number of the building cards into a neural network model for training so as to generate a machine learning model;
the text recognition of the house source article to determine an associated building card associated with the text of the house source article comprises:
extracting the text of the house source article, and inputting the text of the house source article into the machine learning model to determine an associated building card associated with the text of the house source article.
8. An apparatus for inserting a building card in a house source article, the apparatus comprising:
the judging module is used for determining the number of paragraphs of the house source article and judging whether the number of the paragraphs is greater than a preset threshold value;
a first determining module, configured to determine, according to the number of paragraphs if the number of paragraphs is greater than the preset threshold, an insertion number P and an insertion position of the building cards that need to be inserted into the house source article, where the building cards are used to describe building information, and P is an integer greater than 1;
the second determination module is used for performing text recognition on the house source article to determine an associated building card associated with the text of the house source article;
a third determining module, configured to determine a property broker associated with the house source article, determine, from the floor cards promoted by the property broker within a first preset time, a floor card at M-th before the promotion times are ranked as a promoted floor card, and determine, from the floor cards subjected to attention operation by the property broker within a second preset time, a floor card at N-th before the ranking as an attention floor card according to the attention time from near to far, where M, N is an integer greater than 1;
the fourth determining module is used for acquiring a first preset number of the floor cards according to the geographic position and the floor popularity and determining the first preset number of the floor cards as popular floor cards;
the calculation module is used for determining the associated building cards, the promotion building cards, the concerned building cards and the popular building cards as to-be-processed building cards and calculating the weight of each of the to-be-processed building cards according to a preset weight calculation formula;
and the inserting module is used for sequencing the to-be-processed floor cards according to the weight from large to small, determining the floor card at the front P position as the to-be-inserted floor card, and inserting the to-be-inserted floor card into each inserting position of the house source article from beginning to end according to the weight from large to small.
9. A computing device, comprising: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is configured to store at least one executable instruction that causes the processor to perform the operations of the method of inserting a building card in a house source article of any one of claims 1-7.
10. A computer-readable storage medium having stored therein at least one executable instruction that, when executed on a computing device, causes the computing device to perform operations of the method for inserting a building card in a house source article of any one of claims 1-7.
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