House resource information display method, electronic equipment and computer program product

Abstract

The invention provides a housing resource information display method, electronic equipment and a computer program product. The housing resource information display method comprises the steps of obtaining a weight range, a display condition and a score of each housing resource in a plurality of housing resources; for each housing resource in the plurality of housing resources, determining a target weight of the housing resource from a weight range of the housing resource based on a display condition of the housing resource; for each housing resource in the plurality of housing resources, adjusting the score of the housing resource based on the target weight of the housing resource to obtain a target score of the housing resource; and displaying the housing resource information of the plurality of housing resources based on the descending order of the target scores.

Description

Technical Field

[0001] The present disclosure relates to the technical field of computers and the like, and particularly to a method for displaying housing source information, an electronic device, and a computer program product. Background Art

[0002] In the real estate field, there are a large number of housing sources, and it is crucial to display these numerous housing sources reasonably.

[0003] In the related art, the housing source information of multiple housing sources is displayed only based on the conversion rate of the housing sources, which may lead to problems such as unreasonable display methods and is not conducive to the full display of the housing source information of a large number of housing sources. Summary of the Invention

[0004] The present disclosure provides a method for displaying housing source information, an electronic device, a readable storage medium, and a computer program product.

[0005] According to one aspect of the present disclosure, a method for displaying housing source information is provided, including: Obtaining the weight range, display situation, and score of each housing source among a plurality of housing sources; For each housing source among the plurality of housing sources, determining the target weight of the housing source from the weight range of the housing source based on the display situation of the housing source; For each housing source among the plurality of housing sources, adjusting the score of the housing source based on the target weight of the housing source to obtain the target score of the housing source; and Displaying the housing source information of the plurality of housing sources in descending order based on the target scores.

[0006] According to the method for displaying housing source information according to at least one embodiment of the present disclosure, the display situation includes the number of displays and the target number of displays, and the weight range at least includes a first weight interval; Determining the target weight of the housing source from the weight range of the housing source based on the display situation of the housing source includes: When the number of displays is less than or equal to the target number of displays, determining the display progress of the housing source according to the number of displays and the target number of displays; and Determining the target weight of the housing source from the first weight interval of the housing source based on the display progress.

[0007] According to the method for displaying housing source information according to at least one embodiment of the present disclosure, determining the display progress of the housing source according to the number of displays and the target number of displays includes: Taking the quotient of the number of displays and the target number of displays as the display progress of the housing source.

[0008] The method for displaying housing source information according to at least one embodiment of the present disclosure, wherein the first weight range includes a minimum weight and a maximum weight; Determining the target weight of the housing source from the first weight range of the housing source based on the display progress includes: Multiplying the difference between the maximum weight and the minimum weight by the display progress to obtain a first value; and Subtracting the first value from the maximum weight to obtain the target weight of the housing source.

[0009] The method for displaying housing source information according to at least one embodiment of the present disclosure further includes: Obtaining the largest m target scores and the largest n target scores within the area where the housing source is located, where m is less than n, and m and n are positive integers respectively; Taking the average value of the largest m target scores as the maximum weight in the first weight range; and Taking the average value of the largest n target scores as the minimum weight in the first weight range.

[0010] The method for displaying housing source information according to at least one embodiment of the present disclosure, wherein the weight range further includes a single value, and the single value is less than or equal to the minimum weight in the first weight range; Based on the display situation of the housing source, determining the target weight of the housing source from the weight range of the housing source further includes: In the case where the number of displays is greater than the target number of displays, taking the single value as the target weight of the housing source.

[0011] The method for displaying housing source information according to at least one embodiment of the present disclosure further includes: Determining the conversion rate of the housing source according to the number of visits and the number of displays of the housing source; In response to the number of displays in each of the consecutive X display cycles being greater than or equal to the target number of displays and the conversion rate being less than the target conversion rate, sending a first prompt to a first object, and taking the single value as the target weight of the housing source in subsequent display cycles.

[0012] The method for displaying housing source information according to at least one embodiment of the present disclosure further includes: In response to the number of displays in each of the consecutive X display cycles being less than the target number of displays, sending a first prompt to a first object, sending a second prompt to a second object, and taking the single value as the target weight of the housing source in subsequent display cycles.

[0013] The method for displaying housing source information according to at least one embodiment of the present disclosure, wherein the display situation further includes the number of display days; The method further includes: In response to the number of display days of the housing source being greater than the display days threshold and no adjustment signal for the housing source being received, use the individual value as the target weight of the housing source in subsequent display cycles.

[0014] The method for displaying housing source information according to at least one embodiment of the present disclosure, the method further includes: Obtain the total number of display times and the total number of business opportunities of the associated housing sources of the housing source in at least one historical stage; and Determine the target number of display times of the housing source according to the total number of display times and the total number of business opportunities.

[0015] The method for displaying housing source information according to at least one embodiment of the present disclosure, adjusting the score of the housing source based on the target weight of the housing source to obtain the target score of the housing source, includes: Multiply the score of the housing source by the target weight of the housing source to obtain the target score of the housing source.

[0016] The method for displaying housing source information according to at least one embodiment of the present disclosure, displaying the housing source information of the multiple housing sources in descending order of the target scores, includes: Obtain a user profile; Based on the user profile, determine multiple target housing sources from the multiple housing sources; and Display the housing source information of the multiple target housing sources in descending order of the target scores of the target housing sources.

[0017] The method for displaying housing source information according to at least one embodiment of the present disclosure, determining multiple target housing sources from the multiple housing sources based on the user profile, includes: For each housing source among the multiple housing sources, adjust the target score of the housing source based on the user profile to obtain the adjusted target score of the housing source; Based on the adjusted target scores of the housing sources, determine multiple target housing sources from the multiple housing sources.

[0018] The method for displaying housing source information according to at least one embodiment of the present disclosure, before obtaining the weight range, display situation and score of each housing source among the multiple housing sources, further includes: Obtain the target information of the housing source; and Input the target information of the housing source into a trained score prediction model, and perform score prediction through the score prediction model to obtain the score of the housing source.

[0019] According to another aspect of the present disclosure, there is provided an electronic device, including: a memory that stores execution instructions; and a processor that executes the execution instructions stored in the memory, such that the processor executes the housing source information display method according to any one of the embodiments of the present disclosure.

[0020] According to still another aspect of the present disclosure, there is provided a readable storage medium in which execution instructions are stored, and when the execution instructions are executed by a processor, they are used to implement the housing source information display method according to any one of the embodiments of the present disclosure.

[0021] According to yet another aspect of the present disclosure, there is provided a computer program product, including a computer program, and when the computer program is executed by a processor, it implements the housing source information display method according to any one of the embodiments of the present disclosure. Description of the Drawings

[0022] The drawings illustrate exemplary embodiments of the present disclosure and, together with the description thereof, are used to explain the principles of the present disclosure. The drawings are included to provide a further understanding of the present disclosure and are included in this specification and form a part of this specification.

[0023] Figure 1 is a flowchart showing the housing source information display method according to an embodiment of the present disclosure.

[0024] Figure 2 is a schematic diagram showing the process of determining the target weight according to an embodiment of the present disclosure.

[0025] Figure 3 is a schematic diagram showing the process of determining the target weight according to another embodiment of the present disclosure.

[0026] Figure 4 is a schematic diagram showing the process of determining the first weight interval according to an embodiment of the present disclosure.

[0027] Figure 5 is a schematic diagram showing the process of determining the target weight according to still another embodiment of the present disclosure.

[0028] Figure 6 is a schematic diagram showing the process of determining the target display times according to an embodiment of the present disclosure.

[0029] Figure 7 is a schematic diagram showing the process of displaying housing source information according to an embodiment of the present disclosure.

[0030] Figure 8 is a schematic diagram showing the process of determining the target housing source according to an embodiment of the present disclosure.

[0031] Figure 9It is a schematic flowchart of a housing source information display method according to another embodiment of the present disclosure.

[0032] Figure 10 It is a schematic block diagram of the structure of a housing source information display device according to an embodiment of the present disclosure.

[0033] Figure 11 It is a schematic block diagram of the structure of an electronic device according to an embodiment of the present disclosure. Detailed implementation manners

[0034] The present disclosure will be further described in detail below with reference to the accompanying drawings and examples. It can be understood that the specific examples described herein are only for explaining the relevant content and do not limit the present disclosure. Additionally, it should be noted that only parts related to the present disclosure are shown in the drawings for the convenience of description.

[0035] It should be noted that, without conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The technical solutions of the present disclosure will be described in detail below with reference to the accompanying drawings and embodiments.

[0036] In the related art, the housing source information of multiple housing sources is displayed only based on the conversion rate of the housing sources, that is, the housing sources with high conversion rates are always preferentially displayed, and the housing sources with low conversion rates are always difficult to be displayed because they are ranked behind. Since the housing sources preferentially displayed have a greater probability of being accessed by users, the housing sources displayed behind have a smaller probability of being accessed by users, and the number of visits is usually proportional to the conversion rate. Therefore, as the number of displays increases, the conversion rate of the housing sources preferentially displayed will gradually increase, while the conversion rate of the housing sources displayed behind is difficult to improve, thus falling into a vicious cycle, resulting in the housing source information of some housing sources not being displayed and some housing sources being vacant for a long time.

[0037] For this reason, the present disclosure proposes a housing source information display method.

[0038] The housing source information display method of the present disclosure can be used for an electronic device to dynamically adjust the display order of housing sources based on the display situation of the housing sources. In the present disclosure, the electronic device includes but is not limited to servers, mobile phones, tablet computers, laptop computers, personal computers, wearable devices, teller machines, etc.

[0039] For the convenience of description and to make the technical solutions of the specific implementation manners of the present disclosure easier to understand, before describing the housing source information display method implemented in the present disclosure, the technical terms involved in the specific implementation manners of the present disclosure are explained as follows: A housing source refers to a house available for sale, rent or display.

[0040] Housing source information refers to basic information such as the location, area, house type, price, image, etc. of the housing source.

[0041] The number of displays refers to the number of times the housing source information appears on the display interface.

[0042] The conversion rate refers to the number of times the housing source information of a housing source is accessed per display.

[0043] The number of business opportunities refers to the number of times a housing source is triggered for a specific operation (such as contacting a broker).

[0044] Figure 1 The overall flowchart of the housing source information display method M100 according to an embodiment of the present disclosure is shown. As Figure 1 shown, the method includes steps S110 to S140. Among them, the method can be executed by an electronic device such as a mobile phone or a computer.

[0045] Specifically, Figure 1 the method shown includes: S110. Obtain the weight range, display situation, and score of each housing source among multiple housing sources; The weight range can be pre-configured manually or automatically determined by the electronic device according to relevant data, which is not limited herein. The weight ranges of different housing sources can be the same or different. Exemplarily, the weight ranges of different regions are different, and thus the weight range of a housing source can be determined according to the region where the housing source is located.

[0046] The score can be the initial score of the housing source. Each housing source can have an initial score when it is entered into the system. For example, it can be an initial score automatically calculated according to basic information such as the location, area, house type, price, and image of the housing source. The score can also be the conversion rate of the housing source. In this way, both the conversion rate of the housing source and the display situation of the housing source can be considered in the subsequent display of housing source information. Exemplarily, before step S110, it may further include: obtaining the target information of the housing source, where the target information of the housing source may include one or more of the location, area, house type, price, and image of the housing source; and inputting the target information of the housing source into a trained score prediction model, and performing score prediction through the score prediction model to obtain the score of the housing source. The score prediction model can adopt a conversion rate prediction model in related technologies. In this way, after obtaining the target information of the housing source, the conversion rate of the housing source can be quickly predicted through the conversion rate prediction model, providing data support for the display of housing source information.

[0047] S120. For each housing source among multiple housing sources, determine the target weight of the housing source from the weight range of the housing source based on the display situation of the housing source; It can be one weight in the weight range corresponding to one display situation, or one weight in the weight range corresponding to multiple display situations. Furthermore, after determining the display situation of the housing source, one weight in the weight range corresponding to the display situation can be used as the target weight.

[0048] S130. For each of multiple housing units, adjust the score of the housing unit based on the target weight of the housing unit to obtain the target score of the housing unit. Before the adjustment, the score of the housing unit may have no association with the display situation of the housing unit. After the adjustment, the target score of the housing unit will be related to the display situation of the housing unit. Therefore, when displaying the housing unit information of multiple housing units based on the target score, it is beneficial to meet the display requirements of different housing units.

[0049] S140. Display the housing unit information of multiple housing units in descending order based on the target score.

[0050] Exemplarily, the housing unit information of the housing unit with a larger target score is displayed prior to the housing unit information of the housing unit with a smaller target score.

[0051] For the housing unit information display method according to the embodiments of the present disclosure, for each housing unit, determine the target weight of the housing unit from the weight range of the housing unit based on the display situation of the housing unit, adjust the score of the housing unit based on the target weight of the housing unit to obtain the target score of the housing unit, and display the housing unit information of multiple housing units in descending order based on the target score. Since the target weight is dynamically determined based on the display situation of the housing unit, and the target score used to determine the display order of the housing units is obtained by adjusting the score of the housing unit through the target weight, therefore, the display order of the housing units is dynamically adjusted based on the display situation of the housing unit, so that the housing unit information display method is more reasonable, which is beneficial to the full display of different housing unit information, and avoids the problem that the housing unit information cannot be displayed for a long time due to the low conversion rate of the housing unit.

[0052] Regarding step S120, in some embodiments of the present disclosure, the display situation includes the number of displays and the target number of displays, and the weight range at least includes a first weight interval; correspondingly, step S120 may include steps S121 and S122 as shown in Figure 2 the following.

[0053] S121. In the case where the number of displays is less than or equal to the target number of displays, determine the display progress of the housing unit according to the number of displays and the target number of displays.

[0054] The target number of displays can be preset by relevant personnel or automatically determined by an electronic device according to relevant data, which is not limited herein. The target number of displays can be understood as the expected number of times the housing unit is to be displayed. In the case where the number of displays is less than or equal to the target number of displays, it indicates that the number of displays of the housing unit has not reached the expectation for the time being. At this time, determining the display progress of the housing unit is beneficial to accurately determining the target weight of the housing unit subsequently.

[0055] S122. Based on the display progress, determine the target weight of the housing unit from the first weight interval of the housing unit.

[0056] The first weight interval can be a continuous interval. It can be that one display progress corresponds to a target weight in the first weight interval, or multiple display progresses correspond to a target weight in the first weight interval. Then, after determining the display progress of the housing source, a weight in the first weight interval corresponding to the display progress can be used as the target weight.

[0057] The housing source information display method of the above embodiment can dynamically and finely determine the target weight of the housing source from the first weight interval in combination with the display progress of the housing source, thereby making the display of the housing source information more dynamic and adaptable, so that the housing source information of each housing source can obtain a reasonable display opportunity.

[0058] Regarding step S121, in some embodiments of the present disclosure, specifically, it can be: using the quotient of the display times and the target display times as the display progress of the housing source.

[0059] The housing source information display method of the above embodiment uses the quotient of the display times and the target display times as the display progress, and the calculation method is simple and clear, easy to implement and maintain, and convenient for monitoring and debugging.

[0060] Regarding step S121, in other embodiments, the display times and the target display times can also be input into other formulas for calculating the display progress of the housing source, so as to calculate the display progress of the housing source, which is not limited herein.

[0061] Regarding step S122, in some embodiments of the present disclosure, the first weight interval includes a minimum weight and a maximum weight; correspondingly, step S122 can include steps S1221 and S1222 as shown in Figure 3 the following.

[0062] S1221. Multiply the difference between the maximum weight and the minimum weight by the display progress to obtain a first value.

[0063] S1222. Subtract the first value from the maximum weight to obtain the target weight of the housing source.

[0064] In an example, the display progress = display times / target display times, the first value = (maximum weight - minimum weight) × display progress, and further, the target weight = maximum weight - (maximum weight - minimum weight) × (display times / target display times).

[0065] In the housing source information display method of the above embodiments, the housing source can obtain the maximum weight as much as possible under the minimum display progress, and obtain the minimum weight as much as possible under the maximum display progress, so that the target weight of the housing source is more reasonable, and the target weight can be accurately adjusted between the maximum weight and the minimum weight based on the housing source display progress. At the same time, by adopting the method of linear adjustment between the maximum weight and the minimum weight, the smoothness and continuity of the change of the target weight are ensured, the instability caused by the sudden change of the target weight is avoided, and the housing source information display process is more controllable.

[0066] In some embodiments of the present disclosure, the housing source display method may further include steps S150 to S170 as Figure 4 shown.

[0067] S150. Obtain the largest m target scores and the largest n target scores in the area where the housing source is located, where m is less than n, and m and n are positive integers respectively. m and n can be preset by relevant personnel, or automatically determined by an electronic device according to relevant data, which is not limited herein.

[0068] The area where the housing source is located can be an administrative area, a residential community or other custom areas.

[0069] Exemplarily, the target scores of multiple housing sources in the area where the housing source is located at at least one historical moment can be obtained, and then the target scores of multiple housing sources in at least one historical stage are sorted in descending order, and the top m target scores and the top n target scores are obtained.

[0070] In one example, at zero o'clock every day, obtain the target scores of multiple housing sources in each preset area (such as an administrative area, a residential community or other custom areas) at zero o'clock the previous day. Then, for each preset area among the multiple preset areas, sort the target scores of the multiple housing sources in the preset area in descending order, and obtain the top m target scores and the top n target scores, so as to subsequently determine the first weight interval of the preset area according to the top m target scores and the top n target scores. In this way, the first weight intervals of multiple housing sources in the same preset area are the same. For each housing source, match the area where the housing source is located with the preset area, and then the first weight interval of the matched preset area can be used as the first weight interval of the housing source.

[0071] S160. Take the average value of the largest m target scores as the maximum weight in the first weight interval.

[0072] Exemplarily, m is 10. Then, the 10 target scores with the largest values in the area where the housing source is located are obtained, the average value of these 10 target scores is calculated, and this average value is used as the maximum weight in the first weight interval. In this way, it can be ensured as much as possible that the housing sources with the largest weights can be ranked among the top 10 during the display process.

[0073] S170. Use the average value of the n target scores with the largest values as the minimum weight in the first weight interval.

[0074] Exemplarily, m is 100. Then, the 100 target scores with the largest values in the area where the housing source is located are obtained, the average value of these 100 target scores is calculated, and this average value is used as the minimum weight in the first weight interval. In this way, it can be ensured as much as possible that the housing sources with the smallest weights can be ranked among the top 100 during the display process.

[0075] The housing source information display method of the above embodiment ensures the regional representativeness of the setting of the first weight interval by obtaining the largest m and n target scores in the area where the housing source is located and using their respective average values as the maximum weight and the minimum weight of the first weight interval. Moreover, the actual data is used to dynamically adjust the first weight interval, making the setting of the first weight interval more scientific and objective.

[0076] Regarding step S120, in some embodiments of the present disclosure, the weight range further includes a single value, and the single value is less than or equal to the minimum weight in the first weight interval; correspondingly, step S120 may further include S123.

[0077] S123. In the case where the display times are greater than the target display times, use the single value as the target weight of the housing source.

[0078] In one example, the single value is 1, and the score is the conversion rate. Then, in the case where the display times are greater than the target display times, the target weight of the housing source is constantly 1, and then the target score is the conversion rate. Thus, for the housing sources that reach the expected display target, they are displayed according to their conversion rates.

[0079] In another example, the display times and the target display times are updated as the display cycle (such as 1 day, 3 days, 1 week, etc.) is updated. At the beginning of each display cycle, the display times are reset to 0, and the target display times are obtained again. In each display cycle, if the display times are less than or equal to the target display times, the display progress of the housing source is determined according to the display times and the target display times, and based on the display progress, the target weight of the housing source is determined from the first weight interval of the housing source; if the display times are greater than the target display times, then during the remaining time in this display cycle, the target weight of the housing source always remains the single value until the end of this display cycle.

[0080] For the housing source information display method of the above-described embodiment, when the display times of the housing source reach the expected target, the target weight of the housing source can be timely adjusted to the smallest weight (i.e., a single value) in the weight range and maintain the target weight, so as to avoid over-display of the housing source that has reached the expected target, and can timely provide a display opportunity for the housing source that has not reached the expected target, which is beneficial to ensuring the balanced display of a large number of housing sources.

[0081] In some embodiments of the present disclosure, the housing source display method may further include steps S180 to S190 as Figure 5 shown.

[0082] S180. Determine the conversion rate of the housing source according to the access times and display times of the housing source.

[0083] Exemplarily, the access times of the housing source refer to the number of times that the user views the details of the housing source information after at least part of the housing source information is displayed. For example, when displaying the housing source information, part of the content of the housing source information is first displayed, and when it is detected that the control for displaying the details of the housing source information is triggered, the details of the housing source information are displayed, and at the same time, the access times of the housing source are incremented by one.

[0084] Exemplarily, the quotient of the access times and display times of the housing source is used as the conversion rate of the housing source.

[0085] S190. In response to that the display times in each of the consecutive X display cycles are greater than or equal to the target display times and the conversion rates are less than the target conversion rate, send a first prompt to the first object, and use a single value as the target weight of the housing source in the subsequent display cycles.

[0086] X is a positive integer, and X can be preset by relevant personnel or automatically determined by an electronic device, which is not limited herein. In one example, in the off-season of transactions, X is 15, and in the peak season of transactions, X is 7. The display cycle can be one day, three days or seven days as a cycle, which is not limited herein.

[0087] The target conversion rate can be preset by relevant personnel or automatically determined by an electronic device, which is not limited herein. In one example, the total number of visits and the total number of displays of the associated listings of a property listing in at least one historical stage are obtained, and the target conversion rate of the property listing is determined based on the total number of visits and the total number of displays. In this way, since the target conversion rate can be determined by combining the total number of visits and the total number of displays in multiple historical stages (such as yesterday, the last three days, the last week, the last fifteen days, etc.), by comprehensively considering the data in multiple historical stages, the impact of short-term special historical scenarios on future decisions is reduced, and thus the determined target conversion rate is more scientific and accurate. The associated listings of a property listing can be listings that are the same as the property listing in one or more aspects such as the city where the property listing is located, the area where it is located, and the room situation. The quotient of the total number of visits and the total number of displays of the associated listings can be used as the target conversion rate.

[0088] The first object can be an operator, and the first prompt can be used to prompt price reduction and / or decorate and beautify the house, etc.

[0089] If the number of displays in any display period within X consecutive display periods is less than the target number of displays, or the conversion rate is greater than the target conversion rate, then in each subsequent display period (i.e., starting from the (X + 1)-th display period), the target weight can be dynamically determined according to the method of steps S121 to S123. It can be understood that for the situation where the number of displays in each display period within X consecutive display periods is greater than or equal to the target number of displays and the conversion rate is less than the target conversion rate, if an adjustment signal for the property listing is received subsequently, the target weight can then be dynamically determined according to the method of steps S121 to S123.

[0090] It should be noted that the specific values mentioned above are only for detailed illustration of the implementation of the present disclosure as examples and should not be construed as a limitation of the present disclosure. In other examples or embodiments or implementations, other values can be selected according to the present disclosure, which are not specifically limited herein.

[0091] The method for displaying property listing information in the above embodiment considers the dimension of the conversion rate of the property listing on the basis of the display situation of the property listing, and conducts long-term continuous monitoring of the display situation and the conversion rate of the property listing, and timely adjusts the target weight of the property listing and prompts the first object when an abnormal situation is detected, thereby forming a continuously optimized closed loop, which is beneficial for relevant personnel to timely discover problems and take measures, and is beneficial to improving the overall display effect of the property listing information. And, using the single value as the target weight of the property listing in subsequent display periods can reduce the display opportunity of the property listing, avoid meaningless display of the property listing, and at the same time is beneficial to providing more display opportunities for other property listings.

[0092] In some embodiments of the present disclosure, the housing listing display method may further include: in response to the number of displays within each of the consecutive X display cycles being less than the target number of displays, sending a first prompt to a first object, sending a second prompt to a second object, and using a single value as the target weight of the housing listing in subsequent display cycles.

[0093] For content related to the display cycle, the first object, and the first prompt, reference may be made to the above description. For the sake of brevity, it will not be elaborated here.

[0094] The second object may be a person who acquires housing listings, and the second prompt may be used to prompt to raise the housing listing acquisition criteria, etc.

[0095] In the housing listing information display method of the above embodiment, when the number of displays of a housing listing within consecutive X display cycles is less than the target number of displays, this housing listing may be a housing listing that most people are not interested in. At this time, the first object and the second object are respectively prompted to ensure that the problem can be concerned by multiple parties, which helps to solve the problem faster and optimize the display strategy. Moreover, using a single value as the target weight of this housing listing in subsequent display cycles can reduce the display opportunities of this housing listing, avoid meaningless display of this housing listing, and at the same time is beneficial to providing more display opportunities for other housing listings.

[0096] In some embodiments of the present disclosure, the display situation further includes the number of display days; correspondingly, the housing listing display method may further include: in response to the number of display days of a housing listing being greater than the display days threshold and no adjustment signal for the housing listing being received, using a single value as the target weight of the housing listing in subsequent display cycles.

[0097] The adjustment signal may be triggered by relevant personnel. For example, if an operator performs a price reduction operation on a housing listing, the electronic device determines that an adjustment signal for this housing listing is received.

[0098] If the number of display days of a housing listing is less than or equal to the display days threshold, or an adjustment signal for the housing listing is received, then the target weight may be dynamically determined according to the method of steps S121 to S123.

[0099] In the housing listing information display method of the above embodiment, if no adjustment signal for a housing listing is received after the number of display days of the housing listing is greater than the display days threshold, then a single value is used as the target weight of this housing listing in subsequent display cycles, thereby reducing the display opportunities of this housing listing, avoiding meaningless display of this housing listing, and at the same time being beneficial to providing more display opportunities for other housing listings.

[0100] In some embodiments of the present disclosure, the housing listing display method may further include steps S210 and S220 as Figure 6 shown.

[0101] S210. Obtain the total display times and total business opportunity volumes of the associated housing units of the housing unit in at least one historical stage.

[0102] For the content related to the associated housing unit, historical stage, and business opportunity volume, refer to the above description. For the sake of brevity, it will not be elaborated here.

[0103] S220. Determine the target display times of the housing unit according to the total display times and total business opportunity volumes.

[0104] Exemplarily, divide the total display times by the total business opportunity volumes to obtain the target display times of the housing unit.

[0105] In the housing unit information display method of the above embodiment, by analyzing the historical total display times and total business opportunity volumes of the associated housing units of the housing unit, a reasonable target display times is set for the housing unit, so that the target display times is linked to the business opportunity volume, which is conducive to promoting the business opportunity volume of the housing unit by displaying the housing unit information and conducive to facilitating transactions. Moreover, the target display times can be determined by combining the total display times and total business opportunity volumes of multiple historical stages. By comprehensively considering the data of multiple historical stages, the influence of short-term special historical scenarios on future decisions is reduced, and thus the determined target display times is more scientific and accurate.

[0106] Regarding step S130, in some embodiments of the present disclosure, specifically, it may be: multiply the score of the housing unit by the target weight of the housing unit to obtain the target score of the housing unit.

[0107] In the housing unit information display method of the above embodiment, the target score of the housing unit is directly obtained through a simple multiplication operation. The calculation process is simple and intuitive, easy to understand and implement. At the same time, using the multiplication operation can reasonably comprehensively consider the housing unit score and the target weight, so that the housing unit can have a reasonable target score. It can be understood that if only relying on the order of the original scores (such as conversion rates) of the housing units from large to small for housing unit information display, then the housing units with low original scores are almost difficult to be displayed. However, after comprehensively considering the housing unit score and the target weight in a multiplicative way, if the score of the housing unit is very low but the target weight is very large, then the calculated target score will increase much more than the original score, so that the housing units with very low original scores can have a greater probability of being displayed; similarly, if only relying on the order of the original scores (such as conversion rates) of the housing units from large to small for housing unit information display, then the housing units with high original scores will be displayed almost every time. However, after comprehensively considering the housing unit score and the target weight in a multiplicative way, if the score of the housing unit is very high but the target weight is very small, then the calculated target score will decrease much more than the original score, thus reducing the display probability of the housing units with very high original scores and providing more display opportunities for other housing units.

[0108] Regarding step S130, in other embodiments, the target score of the housing source may also be obtained by adding the score of the housing source to the target weight of the housing source, or the score and target weight of the housing source may be input into other pre-set target score calculation formulas to solve for the target score of the housing source, which is not limited herein.

[0109] Regarding step S140, in some embodiments of the present disclosure, it may include steps S141 to S143 as Figure 7 shown.

[0110] S141. Obtain a user profile.

[0111] It can be understood that before using the technical solutions disclosed in the embodiments of the present disclosure, the types, usage scopes, usage scenarios, etc. of the personal information involved in the present disclosure should be informed to the user and the user's authorization should be obtained in an appropriate manner in accordance with relevant laws and regulations.

[0112] For example, when responding to receiving an active request from a user, a prompt message is sent to the user to clearly prompt the user that the operation requested by the user will require obtaining and using the user's personal information. Thus, the user can autonomously choose whether to provide personal information to software or hardware such as an electronic device, an application program, a server, or a storage medium that performs the operations of the technical solutions of the present disclosure according to the prompt message.

[0113] As an optional but non-limiting implementation manner, the manner of sending a prompt message to the user in response to receiving an active request from the user may be, for example, in the form of a pop-up window, and the prompt message may be presented in text in the pop-up window. In addition, the pop-up window may also carry a selection control for the user to choose "agree" or "disagree" to provide personal information to the electronic device.

[0114] It can be understood that the above process of notifying and obtaining the user's authorization is only illustrative and does not limit the implementation manners of the present disclosure. Other manners that meet relevant laws and regulations can also be applied to the implementation manners of the present disclosure.

[0115] At the same time, it can be understood that the data involved in the technical solutions of the present disclosure (including but not limited to the data itself, the acquisition or use of the data) should comply with the requirements of corresponding laws and regulations and related regulations.

[0116] S142. Based on the user profile, determine multiple target housing sources from multiple housing sources.

[0117] S143. Display the housing source information of the multiple target housing sources in descending order of the target scores of the target housing sources.

[0118] The housing source information display method of the above embodiment screens multiple housing sources based on the user profile to obtain multiple target housing sources, and then displays the housing source information in descending order of the target scores of the multiple target housing sources. As a result, the displayed housing source information better meets the needs of users, improves the accuracy of housing source information display, and is conducive to enhancing the user experience and satisfaction.

[0119] Regarding step S142, in some embodiments of the present disclosure, it may include steps S1421 to S1422 as Figure 8 shown.

[0120] S1421. For each housing source among the multiple housing sources, adjust the target score of the housing source based on the user profile to obtain the adjusted target score of the housing source.

[0121] Exemplarily, the user profile includes the probability that the user prefers each housing source among the multiple housing sources. Further, step S1421 may specifically be: for each housing source among the multiple housing sources, multiply the target score of the housing source by the probability that the user prefers the housing source to obtain the adjusted target score of the housing source. It can be understood that if the housing source information is only displayed in descending order of the target scores of the housing sources, then it is almost difficult for housing sources with low target scores to be displayed. However, after comprehensively considering the target score of the housing source and the user preference by multiplication, if the target score of the housing source is very low but the probability that the user prefers the housing source is very high, then the calculated adjusted target score will increase much more than the target score, so that housing sources with very low target scores have a greater probability of being displayed; similarly, if the housing source information is only displayed in descending order of the target scores, then housing sources with high target scores will be almost always displayed. However, after comprehensively considering the target score of the housing source and the user preference by multiplication, if the target score of the housing source is very high but the probability that the user prefers the housing source is very low, then the calculated adjusted target score will decrease much more than the target score, thereby reducing the display probability of housing sources with very high target scores and providing more display opportunities for other housing sources.

[0122] Regarding step S1421, in other embodiments, the score of the housing source may also be adjusted based on the user profile to obtain the adjusted target score of the housing source, which is not limited herein.

[0123] S1422. Based on the adjusted target scores of the housing sources, determine multiple target housing sources from the multiple housing sources.

[0124] Exemplarily, use the multiple housing sources with the largest adjusted target scores as the multiple target housing sources. For example, based on the descending order of the adjusted target scores, sort the multiple housing sources, and then use the multiple housing sources ranked in the front as the multiple target housing sources.

[0125] The housing source information display method of the above embodiment adjusts the target score of the housing source based on the user profile, so that the adjusted target score can comprehensively represent the display situation, the original score and the matching degree with the user profile of the housing source. Furthermore, while the target housing source determined based on the adjusted target score meets the user's needs, the display needs of different housing sources are also taken into account.

[0126] Please combine Figure 9 , in an example, the housing source information display method may include the following steps S301 to S317. The content related to steps S301 to S317 can be referred to the description of the above embodiment. For the sake of brevity, it will not be elaborated here.

[0127] In step S301, for each housing source among multiple housing sources, obtain the weight range, display situation and score of the housing source.

[0128] In step S302, determine the conversion rate of the housing source according to the number of accesses and the number of displays of the housing source.

[0129] In step S303, perform a first judgment, that is, judge whether the number of displays in each display period is greater than or equal to the target number of displays and the conversion rate is less than the target conversion rate in each of the consecutive X display periods. If so, enter step S304, otherwise enter step S307.

[0130] In step S304, in the case that the number of displays in each display period is greater than or equal to the target number of displays and the conversion rate is less than the target conversion rate in each of the consecutive X display periods, send a first prompt to the first object.

[0131] In step S305, perform a second judgment, that is, judge whether an adjustment signal for the housing source is received. If not, enter step S306. If so, enter step S309.

[0132] In step S306, in the case that no adjustment signal for the housing source is received, use a single value as the target weight of the housing source in the subsequent display periods.

[0133] In step S307, perform a third judgment, that is, judge whether the number of displays in each display period is less than the target number of displays in each of the consecutive X display periods. If so, enter step S308, otherwise enter step S309.

[0134] In step S308, in the case that the number of displays in each display period is less than the target number of displays in each of the consecutive X display periods, send a second prompt to the second object.

[0135] In step S309, for the current display cycle, a fourth determination is made, that is, to determine whether the display times of the housing source are less than or equal to the target display times. If so, step S310 is entered; otherwise, step S306 is entered.

[0136] In step S310, for the current display cycle, when the display times of the housing source are less than or equal to the target display times, the display progress of the housing source is determined according to the display times and the target display times.

[0137] In step S311, for the current display cycle, based on the display progress, the target weight of the housing source is determined from the first weight range of the housing source.

[0138] In step S312, the score of the housing source is adjusted based on the target weight of the housing source to obtain the target score of the housing source.

[0139] In step S313, a user portrait is obtained.

[0140] In step S314, the target score of the housing source is adjusted based on the user portrait to obtain the adjusted target score of the housing source.

[0141] In step S315, based on the adjusted target score of the housing source, multiple target housing sources are determined from multiple housing sources.

[0142] In step S316, based on the order of the target scores of the target housing sources from large to small, the housing source information of the multiple target housing sources is displayed.

[0143] In step S317, it is determined whether the current display cycle ends. If so, step S301 is entered; otherwise, step S309 is entered.

[0144] Based on any of the above embodiments, the present disclosure further provides a housing source information display device.

[0145] Figure 10 It is a structural schematic block diagram of a housing source information display device according to an embodiment of the present disclosure.

[0146] As Figure 10 shown, the housing source information display device includes: An acquisition module 110, configured to acquire the weight range, display situation, and score of each housing source among multiple housing sources; A determination module 120, configured to determine, for each housing source among multiple housing sources, the target weight of the housing source from the weight range of the housing source based on the display situation of the housing source; An adjustment module 130, configured to adjust, for each housing source among multiple housing sources, the score of the housing source based on the target weight of the housing source to obtain the target score of the housing source; A display module 140 is configured to display the housing information of multiple housing units in descending order based on the target scores.

[0147] The above housing information display device may be in the form of computer software, and each module of the above housing information display device may be implemented by computer software modules.

[0148] In some embodiments of the present disclosure, the display situation includes the display times and the target display times, and the weight range at least includes a first weight interval; correspondingly, the determination module 120 is configured to: when the display times are less than or equal to the target display times, determine the display progress of the housing unit according to the display times and the target display times; and based on the display progress, determine the target weight of the housing unit from the first weight interval of the housing unit.

[0149] In some embodiments of the present disclosure, the determination module 120 is configured to: use the quotient of the display times and the target display times as the display progress of the housing unit.

[0150] In some embodiments of the present disclosure, the first weight interval includes a minimum weight and a maximum weight; correspondingly, the determination module 120 is configured to: multiply the difference between the maximum weight and the minimum weight by the display progress to obtain a first value; and subtract the first value from the maximum weight to obtain the target weight of the housing unit.

[0151] In some embodiments of the present disclosure, the housing information display device may further include: a second acquisition module, configured to acquire the largest m target scores and the largest n target scores within the area where the housing unit is located, where m is less than n, and m and n are positive integers respectively; a second determination module, configured to use the average value of the largest m target scores as the maximum weight in the first weight interval; and a third determination module, configured to use the average value of the largest n target scores as the minimum weight in the first weight interval.

[0152] In some embodiments of the present disclosure, the weight range further includes a single value, and the single value is less than or equal to the minimum weight in the first weight interval; correspondingly, the determination module 120 is configured to: when the display times are greater than the target display times, use the single value as the target weight of the housing unit.

[0153] In some embodiments of the present disclosure, the housing information display device may further include: a fourth determination module, configured to determine the conversion rate of the housing unit according to the access times and the display times of the housing unit; a first processing module, configured to, in response to that in each of the continuous X display cycles, the display times in each display cycle are greater than or equal to the target display times and the conversion rates are less than the target conversion rate, send a first prompt to a first object, and use the single value as the target weight of the housing unit in the subsequent display cycles.

[0154] In some embodiments of the present disclosure, the housing source information display device may further include: a second processing module, configured to, in response to the number of displays in each of consecutive X display cycles being less than the target number of displays, send a first prompt to a first object, send a second prompt to a second object, and use a single value as the target weight of the housing source in subsequent display cycles.

[0155] In some embodiments of the present disclosure, the display situation further includes the number of display days; correspondingly, the housing source information display device may further include: a third processing module, configured to, in response to the number of display days of the housing source being greater than the display days threshold and no adjustment signal for the housing source being received, use a single value as the target weight of the housing source in subsequent display cycles.

[0156] In some embodiments of the present disclosure, the housing source information display device may further include: a third acquisition module, configured to acquire the total number of displays and the total number of business opportunities of associated housing sources of the housing source in at least one historical stage; and a fifth determination module, configured to determine the target number of displays of the housing source according to the total number of displays and the total number of business opportunities.

[0157] In some embodiments of the present disclosure, the adjustment module 130 is configured to: multiply the score of the housing source by the target weight of the housing source to obtain the target score of the housing source.

[0158] In some embodiments of the present disclosure, the display module 140 is configured to: acquire a user profile; based on the user profile, determine multiple target housing sources from multiple housing sources; and display the housing source information of the multiple target housing sources in descending order of the target scores of the target housing sources.

[0159] In some embodiments of the present disclosure, the display module 140 is configured to: for each housing source among the multiple housing sources, adjust the target score of the housing source based on the user profile to obtain the adjusted target score of the housing source; and determine multiple target housing sources from the multiple housing sources based on the adjusted target scores of the housing sources.

[0160] In some embodiments of the present disclosure, the housing source information display device may further include: a fourth acquisition module, configured to acquire the target information of the housing source; and a prediction module, configured to input the target information of the housing source into a trained score prediction model, perform score prediction through the score prediction model, and obtain the score of the housing source.

[0161] For the specific implementation processes of the functions and roles of each module in the above device, please refer to the implementation processes of the corresponding steps in the above method for details, which will not be elaborated here.

[0162] The execution subject of the housing source information display method in the specific embodiments of the present disclosure may be an electronic device such as a mobile phone or a computer.

[0163] Therefore, based on any of the above embodiments, the present disclosure also provides an electronic device, which can execute the housing information display method according to any of the above embodiments described in the present disclosure.

[0164] Figure 11 FIG. 4 is a schematic structural diagram of an electronic device 1000 according to an embodiment of the present disclosure.

[0165] The hardware structure of the electronic device 1000 can be implemented using a bus architecture. The bus architecture can include any number of interconnected buses and bridges, depending on the specific application and overall design constraints of the hardware. The bus 1100 connects various circuits including one or more processors 1200, a memory 1300, and / or hardware modules together. The bus 1100 can also connect various other circuits 1400 such as peripheral devices, voltage regulators, power management circuits, external antennas, etc.

[0166] The bus 1100 can be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Component (EISA) bus, or the like. The bus can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, only one connecting line is shown in this figure, but it does not mean that there is only one bus or one type of bus.

[0167] The present disclosure also provides a readable storage medium, in which a computer program is stored. When the computer program is executed by a processor, it is used to implement the above method. The "readable storage medium" can be any device that can contain, store, communicate, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device. More specific examples of the readable storage medium include the following: an electrical connection part (electronic device) having one or more wirings, a portable computer disk cartridge (magnetic device), a random access memory (RAM), a read only memory (ROM), an erasable programmable read only memory (EPROM or flash memory), an optical fiber device, and a portable read only memory (CDROM), etc.

[0168] The present disclosure also provides a computer program product. The method of the present disclosure can be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using software, it can be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer programs or instructions. When the computer program or instructions are loaded and executed, the processes or functions of the present disclosure are executed in whole or in part.

[0169] Computer programs or instructions can be stored in a readable storage medium or transmitted from one readable storage medium to another. For example, the computer programs or instructions can be transmitted from one website, computer, server, or data center to another website, computer, server, or data center in a wired or wireless manner. The readable storage medium can be any available medium that can be accessed or a data storage device such as a server or data center integrating one or more available media. The available medium can be a magnetic medium, such as a floppy disk, hard disk, or magnetic tape; it can also be an optical medium, such as a digital video disc; or it can be a semiconductor medium, such as a solid-state drive. The computer-readable storage medium can be a volatile or non-volatile storage medium, or can include both volatile and non-volatile types of storage media.

[0170] Those skilled in the art should understand that the embodiments of the present disclosure can be provided as a method, system, or computer program product. Therefore, the present disclosure can take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware aspects. Moreover, the present disclosure can take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk memory, CD-ROM, optical memory, etc.) containing computer-usable program code.

[0171] The present disclosure is described with reference to the flowcharts and / or block diagrams of methods, devices (systems), and computer program products according to the present disclosure. It should be understood that each process and / or block in the flowchart and / or block diagram, and the combination of processes and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing devices to generate a machine, such that the instructions executed by the processor of the computer or other programmable data processing devices generate means for implementing the functions specified in Figure 1 one process or multiple processes and / or blocks Figure 1 one block or multiple blocks.

[0172] These computer program instructions can also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, such that the instructions stored in the computer-readable memory generate a manufactured article including instruction means that implement the functions specified in Figure 1 one process or multiple processes and / or blocks Figure 1 one block or multiple blocks.

[0173] These computer program instructions can also be loaded onto a computer or other programmable data processing apparatus, so that a series of operation steps are performed on the computer or other programmable apparatus to generate a computer-implemented process, and thus the instructions executed on the computer or other programmable apparatus provide steps for implementing the functions specified in one process or a plurality of processes and / or blocks Figure 1 one process or a plurality of processes and / or blocks Figure 1 steps for implementing the functions specified in one block or a plurality of blocks.

[0174] In the description of this specification, the descriptions referring to the terms "one embodiment / way", "some embodiments / ways", "example", "specific example", or "some examples", etc. mean that the specific features, structures, or characteristics described in connection with the embodiment / way or example are included in at least one embodiment / way or example of the present disclosure. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment / way or example. Moreover, the specific features, structures, or characteristics described may be combined in any one or more embodiments / ways or examples in a suitable manner. In addition, without conflict, those skilled in the art may combine and combine the different embodiments / ways or examples described in this specification and the features of different embodiments / ways or examples.

[0175] In addition, the terms "first" and "second" are used for descriptive purposes only and cannot be construed as indicating or implying relative importance or implicitly specifying the quantity of the indicated technical features. Thus, the features defined with "first" and "second" may explicitly or implicitly include at least one of the features. In the description of the present disclosure, "a plurality of" means at least two, such as two, three, etc., unless otherwise specifically defined.

[0176] Those skilled in the art should understand that the above embodiments are only for clearly explaining the present disclosure and are not intended to limit the scope of the present disclosure. For those skilled in the art, other changes or variations can be made on the basis of the above disclosure, and these changes or variations are still within the scope of the present disclosure.

Claims

1. A method for displaying housing source information, characterized in that, including: Obtaining the weight range, display situation, and score of each housing unit among multiple housing units; For each housing unit among the multiple housing units, based on the display situation of the housing unit, determining the target weight of the housing unit from the weight range of the housing unit; For each housing unit among the multiple housing units, adjusting the score of the housing unit based on the target weight of the housing unit to obtain the target score of the housing unit; and Based on the order from largest to smallest of the target scores, displaying the housing unit information of the multiple housing units.

2. The method for displaying housing source information according to claim 1, wherein The display situation includes the number of displays and the target number of displays, and the weight range includes at least a first weight interval; Based on the display situation of the housing unit, determining the target weight of the housing unit from the weight range of the housing unit includes: When the number of displays is less than or equal to the target number of displays, determining the display progress of the housing unit according to the number of displays and the target number of displays; and Based on the display progress, determining the target weight of the housing unit from the first weight interval of the housing unit.

3. The housing source information display method according to claim 2, wherein The first weight interval includes a minimum weight and a maximum weight; Based on the display progress, determining the target weight of the housing unit from the first weight interval of the housing unit includes: Multiplying the difference between the maximum weight and the minimum weight by the display progress to obtain a first value; and Subtracting the first value from the maximum weight to obtain the target weight of the housing unit.

4. The housing source information display method according to claim 2, wherein The method further includes: Obtaining the largest m target scores and the largest n target scores within the area where the housing unit is located, where m is less than n, and m and n are positive integers respectively; Taking the average of the largest m target scores as the maximum weight in the first weight interval; and Taking the average of the largest n target scores as the minimum weight in the first weight interval.

5. The housing source information display method according to claim 2, characterized in that, The weight range further includes a single value, and the single value is less than or equal to the minimum weight in the first weight interval; Based on the display situation of the housing unit, determining the target weight of the housing unit from the weight range of the housing unit further includes: When the number of displays is greater than the target number of displays, taking the single value as the target weight of the housing unit.

6. The housing source information display method according to claim 1, wherein, Adjusting the score of the housing unit based on the target weight of the housing unit to obtain the target score of the housing unit includes: Multiplying the score of the housing unit by the target weight of the housing unit to obtain the target score of the housing unit.

7. The housing source information display method according to claim 1, characterized in that, Based on the order from largest to smallest of the target scores, displaying the housing unit information of the multiple housing units includes: Obtaining a user portrait; Based on the user portrait, determining multiple target housing units from the multiple housing units; and Based on the order from largest to smallest of the target scores of the target housing units, displaying the housing unit information of the multiple target housing units.

8. The method for displaying housing source information according to claim 7, wherein Based on the user portrait, determining multiple target housing units from the multiple housing units includes: For each housing unit among the multiple housing units, adjusting the target score of the housing unit based on the user portrait to obtain the adjusted target score of the housing unit; Based on the adjusted target scores of the housing units, determining multiple target housing units from the multiple housing units.

9. An electronic device, characterized in that, including: A memory that stores execution instructions; And A processor that executes the execution instructions stored in the memory, such that the processor executes the housing source information display method according to any one of claims 1 to 8.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the housing source information display method according to any one of claims 1 to 8.

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