CN110223133B - Product display method, device, computer equipment and storage medium - Google Patents
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Abstract
The application relates to a product display method, device, computer equipment and storage medium based on user behavior data. The method comprises the following steps: the receiving terminal sends a product display instruction carrying an account identifier; acquiring the selection times N of each product in the product set based on the account identifier; wherein N is an integer greater than 0; ordering each product in the product set according to the selection times N to obtain an initial display sequence; if the initial display sequence is judged to have parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time to determine the priority display level of the parallel products, and adjusting the initial display sequence according to the priority display level to determine the product display sequence; if the initial display sequence is judged to not have the parallel products, the initial display sequence is the product display sequence; and generating a product list according to the product display sequence, and sending the product list to the terminal for display. The method can display the product based on the user demand.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a product display method, apparatus, computer device, and storage medium.
Background
With the popularization and rapid development of internet technology, an e-commerce platform has become an important component of people's life. And more products are sold on line due to the development of the electronic commerce platform. The corresponding product is typically displayed back to the user after the user opens the e-commerce platform or receives a user search request. Because most platforms consider the probability of prior displayed products being selected by the user to be relatively high, platforms tend to display popular products prior based on prior sales results in order to increase revenue.
However, the conventional popular products with preferential display do not satisfy the needs of all users, and the users cannot display the products based on the personal needs of the users, and still need to spend more time in the popular products to find the products meeting the needs of the users.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a product display method, apparatus, computer device, and storage medium capable of being based on user demands.
A method of product display, the method comprising:
receiving a product display instruction sent by a terminal, wherein the product display instruction carries an account identifier;
acquiring the selection times N of each product in the product set based on the account identifier; wherein N is an integer greater than 0;
ordering each product in the product set according to the selection times N to obtain an initial display sequence;
judging whether the initial display sequence contains parallel products or not;
if the initial display sequence contains parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence;
if the initial display sequence does not contain parallel products, determining the initial display sequence as a product display sequence;
and generating a product list according to the product display sequence, and sending the product list to the terminal for display.
In one embodiment, before the product display instruction sent by the receiving terminal, the method includes:
Collecting user behavior data of each user according to a preset embedded point rule;
acquiring the selection times and the selection time of each user to each product in a product set based on the user behavior data statistics;
periodically running a reduction task according to preset time, and acquiring second system time according to the reduction task;
calculating a time difference between the second system time and the selected time;
and if the time difference between the second system time and the selection time is larger than a preset time critical value, reducing the selection times of the products corresponding to the selection time to obtain updated selection times of the products.
In one embodiment, comparing the selected time to the first system time, determining a priority display level for the juxtaposed product includes:
calculating a time difference between the selected time of the juxtaposed products and the first system time;
and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
In one embodiment, the method further comprises:
if the product display instruction carries a product keyword, acquiring a product log file according to the account identifier;
Extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain product heat according to the heat parameters;
and determining the product display sequence according to the product heat, the selection times and the selection time N.
In one embodiment, the generating a product list according to the display order, and the sending the product list to the terminal for display includes:
acquiring a preset product display template and a preset product display mode;
generating a product list from products corresponding to the product display sequence based on the product display template;
and sending the product list and the display mode to a terminal, and loading the product list by the terminal according to the display mode.
In one embodiment, the generating the product list based on the products corresponding to the product display order based on the product display template includes:
acquiring a terminal identifier of a terminal, and acquiring a page configuration file according to the terminal identifier, wherein the page configuration file comprises page height, page width and display size;
adjusting the product display template according to the page height, the page width and the display size;
And inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
In one embodiment, the collecting the user behavior data of each user according to the preset embedded point rule includes:
presetting a buried point rule and monitoring events;
if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal;
and receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
A product display device, the device comprising:
the receiving module is used for receiving a product display instruction sent by the terminal, wherein the product display instruction carries an account identifier;
the acquisition module is used for acquiring the selection times N of each product in the product set based on the account identification; wherein N is an integer greater than 0;
the sorting module is used for sorting each product in the product set according to the selection times N to obtain an initial display sequence;
the judging module is used for judging whether the initial display sequence contains parallel products or not;
the adjustment module is used for acquiring a first system time and a selection time of the parallel products if the initial display sequence exists, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence;
The determining module is used for determining that the initial display sequence is a product display sequence if the initial display sequence does not contain parallel products;
and the generating module is used for generating a product list according to the product display sequence and sending the product list to the terminal for display.
A computer device comprising a memory storing a computer program and a processor implementing the product display method of any one of the preceding claims when the processor executes the computer program.
A computer readable storage medium having stored thereon a computer program which when executed by a processor implements the product display method of any of the above.
According to the product display method, the device, the computer equipment and the storage medium, the server firstly receives the product display instruction with the account identifier carried by the terminal, so that the selection times N of each product in the product set by the user can be accurately obtained according to the account identifier. The server sorts the products according to the selection times to determine an initial display sequence, so that the products can be sorted and displayed according to daily demands of users. And when the parallel products exist in the initial display sequence, further acquiring the selection time and the first system time of the parallel products, and determining the priority display level of the parallel products by comparing the selection time and the first system time, thereby further adjusting the initial display sequence to prevent the parallel sequence. According to the method, the product requirement of the user is reflected through the daily selection times and the daily selection time of the user, so that the product display based on the user requirement is ensured.
Drawings
FIG. 1 is an application scenario diagram of a product display method in one embodiment;
FIG. 2 is a schematic flow chart of a method of product display in one embodiment;
FIG. 3 is a flow chart of the steps of periodically running decommissioning tasks in one embodiment;
FIG. 4 is a schematic flow chart of a method for displaying a product according to another embodiment;
FIG. 5 is a block diagram of a product display device in one embodiment;
fig. 6 is an internal structural diagram of a computer device in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.
The product display method provided by the application can be applied to an application environment shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network. The server 104 receives a product display instruction sent by the terminal 102, where the product display instruction carries an account identifier. The server 104 obtains the selection times N of each product in the product set according to the account identification; wherein N is an integer greater than 0. The server 104 then sorts each product in the product set according to the number of selections N to obtain an initial display order. The server 104 judges whether the initial display sequence has parallel products, if the initial display sequence has parallel products, the first system time and the selection time of the parallel products are obtained, the selection time and the first system time are compared, the priority display level of the parallel products is determined, the initial display sequence is adjusted according to the priority display level, and the product display sequence is determined. If the initial display order does not include parallel products, the server 104 determines the initial display order as the product display order. The server 104 generates a product list according to the product display order, and sends the product list to the terminal display. The terminal 102 may be, but not limited to, various personal computers, notebook computers, smartphones, tablet computers, and portable wearable devices, and the server 104 may be implemented by a stand-alone server or a server cluster composed of a plurality of servers.
In one embodiment, as shown in fig. 2, a product display method is provided, and the method is applied to the server in fig. 1 for illustration, and includes the following steps:
step S202, receiving a product display instruction sent by a terminal, wherein the product display instruction carries an account identifier.
The product display instruction is generated by a user through an operation terminal and is sent to the server to instruct the server to return a request for displaying the product. Account identification refers to identifying each user operating at the terminal, including but not limited to a login account number, a cell phone number, a certificate number, and the like.
Specifically, when a user operates a corresponding electronic commerce platform on the terminal through a touch screen or a key control, a product display instruction is generated. The product display instruction generation can be synchronously generated when the user inputs the account number and the password to finish login, and the server can finish the display of the home page product of the electronic commerce platform after receiving the product display instruction. And after the user finishes logging in, the commodity category is selected in the electronic commerce platform and then synchronously generated, namely, the server receives the product category and then generates a product display instruction to finish the display of the classified products of the electronic commerce platform. And after the product display instruction is generated, if the account identifier is a login account, the login account and the product display instruction can be sent to the server together. If the account identification is other, for example, the mobile phone number or the certificate number, the user registration data can be obtained through searching the login account of the user, and the corresponding mobile phone number or certificate number is obtained through the registration data and is sent to the server along with the product display instruction.
Step S204, obtaining the selection times N of each product in the product set according to the account identification; n is an integer greater than 0.
The selection times are the checking times of each product, the number of times of selection is increased when a user clicks the product to check the product details, and the products with the selection times smaller than or equal to 0, namely unselected products, are excluded when N is an integer larger than 0.
Specifically, the selection times and the selection time of the user for each product are counted according to the collected user behavior data. That is, when the user selects to click on the product details of a product to be checked, a product access request is synchronously triggered through clicking operation, and the product access request is sent to the server. When the server receives the product access request, the selection record corresponding to the product is acquired, the number of selections in the selection record is increased by 1, and the selection time is modified to be the current system time. For example, when the product viewed by the user is a fund a, the product access request generated by the terminal carries a fund a name. And the server acquires the selection record corresponding to the A fund through the A fund name. At this time, when the number of selections in the selection record is 2 and the selection time is xx years, xx months, xx days 12. When the selection frequency is increased once, the selection frequency in the modified selection record is 3, the selection time is modified to be the current system time, when the current system time is xx year xx month xx day 13, when xx year xx month xx day 12 is modified to be xx year xx month xx day 13, the selection time in the selection record is xx year xx month xx day 13.
Step S206, sorting each product in the product set according to the selection times N to obtain an initial display sequence.
The initial display sequence is the ordering of the preliminarily obtained products on the page when the terminal displays the product page. For example, the product display sequence is product 1, product 2, and product 3, and only 2 products are displayed per product page, then product 1 and product 2 are displayed on the first page, and product 1 is displayed before product 2, and product 3 is displayed on the second page.
After the server obtains the daily selection times N of the user on each product through the account identification, sorting the product display through the selection times N to obtain the initial display sequence of the products. Specifically, preferential presentation with a larger number of selections than with a smaller number of selections. For example, if the number of selections of product a is 2 and the number of selections of product 2 is 3, product 2 is preferentially displayed before product 1.
Step S208, judging whether the initial display sequence has parallel products.
Wherein, the parallel products are products with equal selection times. That is, when the server performs sorting according to the selection times, if two or more products are identified to have equal selection times, the products are sorted in parallel. For example, product 1 is in a first order, and product 2 and product 4 are selected the same number of times and are ordered the second day, and product 2 and product 4 are in a second order, i.e., side-by-side products.
Step S210, if the initial display sequence has parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence.
The selection time is the current system time when the user views the product, namely the system time when the user selects the product for the last time. The first system time is a current system time acquired when the server determines the selection order of the products according to the selection times and the selection times of the respective products, and the selection times of the plurality of products are recognized to be equal. For example, when the server performs sorting of the products 1, 2 and 3, it recognizes that the number of times of selecting the products 1, 2 and 3 is 3, and the sorting of the products 1, 2 and 3 is in parallel relation according to the number of times of selecting, it is necessary to obtain the selection time and the current system time of the parallel products, that is, the first system time. The server may then determine the display order of products 1, 2, and 3 based on the first system time and the selection time.
The priority display level is the level of priority display of each product, namely the sorting level. The higher the priority display level, the more the priority display is, and the lower the priority display level, the more the priority display is. The server determines priority display levels of the parallel products according to the time difference between the selection time and the first system time. That is, a preferential presentation is selected that is closer in time to the current system time than the selection is farther in time from the current system time. Specifically, if the juxtaposed products include product 1, product 2, and assuming that the time difference between product 1 and the first system time is 3 hours and the time difference between product 2 and the first system time is 2 hours, then the priority display of product 2 is higher than product 1. Where the priority presentation level is indicated by a number, i.e., the first priority level, the second priority level … …, etc. The first priority may be set higher than the second priority than the third priority than … … or … … higher than the third priority than the second priority than the first priority, depending on the actual situation.
In one embodiment, comparing the selection time to the first system time, determining a priority display of juxtaposed products includes the steps of: a time difference between the selection time of each product and the first system time is calculated. And determining the priority display level of each product according to the time difference between the selection time and the first system time.
Specifically, after the server acquires the first system time, subtracting the selection time of each product from the first system time to determine a time difference between the selection time and the first system time. And comparing the time differences of the products, wherein the product priority display level is higher when the time difference is smaller, and the product priority display level is lower when the time difference is larger.
When the server identifies that the selection times of the products are equal, the selection time corresponding to the products with the equal selection times and the first system time are obtained. After the priority display level corresponding to each product is determined according to the comparison between the selection time of each product and the first system time, the initial display order can be readjusted according to the priority display level, so that the final product display order is determined. For example, the first order is product 1 and product 2, and the second order is product 3. If it is determined that the priority display level of the product 2 is higher than that of the product 1, the order is adjusted such that the first order is the product 2, the second order is the product 1, and the third order is the product 3.
Step S212, if the initial display order does not have the parallel products, determining the initial display order as the product display order.
Specifically, when the initial display sequence does not include parallel products, that is, only one product is included in each sequence, the initial display sequence can be determined as the final product display sequence without adjustment.
Step S214, a product list is generated according to the display sequence, and the product list is sent to a terminal for display.
And generating a corresponding product list according to the display sequence and returning to the terminal for display. The products with high priority display are displayed before the products with low priority display, that is, if the product list is displayed in a column and multiple rows mode, the products with high priority display are displayed before the products with low priority display in a top-to-bottom mode, that is, are displayed in front of the products with low priority display. If the product list is displayed in a multi-column and multi-row mode, the products with high priority display are displayed before the products with low priority in a left-to-right and top-to-bottom mode.
In the product display method, the server firstly receives the product display instruction with the account identifier carried by the terminal, so that the selection times N of the user for each product in the product set can be ensured to be accurately obtained according to the account identifier. The server sorts the products according to the selection times to determine an initial display sequence, so that the products can be sorted and displayed according to daily demands of users. And when the parallel products exist in the initial display sequence, further acquiring the selection time and the first system time of the parallel products, and determining the priority display level of the parallel products by comparing the selection time and the first system time, thereby further adjusting the initial display sequence to prevent the parallel sequence. According to the method, the product requirement of the user is reflected through the daily selection times and the daily selection time of the user, so that the product display based on the user requirement is ensured.
In one embodiment, as shown in fig. 3, before receiving the product display instruction sent by the terminal, the method further includes the following steps:
s302, collecting user behavior data of each user according to a preset embedded point rule.
The embedded point is a data acquisition method, and the embedded point rule refers to a business logic document for indicating acquisition data. The user behavior data refers to specific operation information of a user on a product in an electronic business platform. Including but not limited to viewing product details, collections, praise, comments, and the like. Specifically, the server presets the embedded point rule in a corresponding webpage, and when a user has clicking operation in the webpage, the synchronous trigger terminal invokes the embedded point rule to collect user behavior data of each user, and after collection, the user behavior data is sent to the server. The user behavior data can be sent to the server in real time after being collected, or can be stored locally and then packaged and sent to the server periodically.
S304, the selection times and the selection time of each user for each product in the product set are obtained based on the user behavior data statistics.
After receiving user behavior data sent by a terminal, the server extracts data of the user for checking the product details and checking time of each checking from the user behavior data. And determining the selection times of the user on the product according to the data of the product details, selecting the viewing time closest to the current system time from the viewing time of each viewing as the selection time, namely, the time when the user views the product most recently, and recording the selection times and the selection time into a selection record corresponding to the user. Each product may correspond to a selection record, or all the products viewed by the user may be uniformly recorded in a selection record document, and each record in the selection record document corresponds to a product name or model.
S306, periodically running the reduction task according to the preset time, and acquiring the second system time according to the reduction task.
S308, calculating a time difference between the second system time and the selection time.
The reduction task is a task for reducing the number of selections of the products selected to satisfy the condition. The second system time is the current system time when the task is cut down. The time difference refers to the difference between time and time.
Specifically, the server configures a preset time through the configuration file, and periodically runs the reduction task according to the preset time. When the curtailment task runs, the server acquires the current system time, namely the second system time. And the server acquires the selection records of all users on each product, which are obtained by statistics from the user behavior data, and calculates the time difference between the second system time and the selection time of each product through subtraction after acquiring the selection times and the selection time of each user on each product. For example, when the selection time of a certain product is 12 and the second system time is 13, the time difference is determined to be 1 by 13-12=1. If the selection time of a certain product is 12 on xx month 2 days and the second system time is 13 on xx month 3 days, the time difference is 1 day 1, that is, the time difference is expressed in units of time of year, month, day, hour, minute and second of the user.
S310, if the time difference between the second system time and the selection time is larger than the preset time critical value, the selection times of the products corresponding to the selection time are reduced, and the updated selection times of the products are obtained.
Here, the reduction means reducing the number of selections by 1. The preset time critical value is a time comparison value for comparing with the time difference to determine whether the reduction condition is satisfied. That is, if the product corresponding to the time difference greater than or equal to the preset time critical value meets the reduction condition, the number of selections corresponding to the product will be reduced. And if the product corresponding to the time smaller than the preset time critical value does not meet the reduction condition, the original selection times of the product are not reduced and maintained.
Specifically, after the server calculates the time difference between each product selection time and the second system time, a preset time critical value is obtained. And comparing the time critical value with the calculated time difference, if the time difference is greater than or equal to the time critical value, reducing the corresponding selection times by 1, namely reducing the 1-time selection times to be updated selection times, and updating the updated selection times to the corresponding selection records so as to facilitate the subsequent checking and acquisition of the server. If the time difference is smaller than the time critical value, the corresponding selection times are reduced, and the original selection times are equal to the updated selection times. In this embodiment, in order to prevent the product which is not accessed for a long time from being preferentially displayed due to excessive historical selection times, the timing reduction task is set to reduce the selection times, so that the accuracy of display is ensured.
In one embodiment, as shown in fig. 4, another product display method is provided, comprising the steps of:
step S402, if the product display instruction carries product keywords, a product log file is obtained according to the account identification.
The product keywords refer to that the user searches in a search bar in the electronic business platform, namely the description words input by the user are equal to the product keywords, wherein the description words are used for searching related products. The user searches the products at the terminal and synchronously generates a product display instruction, wherein the product display instruction is used for displaying the products corresponding to the keywords. Thus, the product keywords are carried in the product display instructions. The product log file is a file in which the corresponding keywords of the products and the heat parameters of the products loaded by the server based on the statistics of the user behavior data are recorded, and the product log file can be used for establishing different product log files according to different products or uniformly establishing one product log file to store the heat parameters of all the products.
After receiving user behavior data sent by a terminal, the server obtains heat parameters of the product based on statistics of the user behavior data, and records the heat parameters into corresponding log files. When the server receives the product display instruction, the server identifies that the product display instruction comprises the product keywords, and then determines that the product display instruction is used for displaying the products corresponding to the keywords, and obtains the product log files corresponding to the user according to the account identification.
And step S404, extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain the heat of the products according to the heat parameters.
Wherein the heat parameter refers to a value for representing the heat of the product, including but not limited to the product purchase quantity, collection quantity, praise quantity, visit quantity, etc. For example, if the product is a financial product, the log file may also include a historical revenue record or the like. The server sets different weights according to different heat parameters in advance, and the total weight value is 1. And a unique number is set for each heat parameter. When a user performs operation behaviors corresponding to the heat parameters recorded in the log file on the product at the terminal, the server synchronously triggers log update. And checking the corresponding heat parameter of the product from the log file according to the name or model of the product, acquiring the corresponding heat parameter based on the heat parameter number, and then adding 1 to the data of the heat parameter.
Specifically, when the server receives a product display instruction carrying a product keyword, the server screens out products corresponding to the keyword from the product log file according to the product keyword after acquiring the corresponding product log file according to the user identifier. And then the quantity of the corresponding heat parameters and the corresponding weight of the product are obtained, and the heat of the product is obtained by weighting the quantity of the heat parameters and the corresponding weight.
Step S406, determining the display sequence of each product according to the product heat, the selection times N and the selection time.
Specifically, when the number of times of selecting the plurality of products by the user is equal, and the time difference between the time of selecting the plurality of products and the system time after calculation is smaller than a preset value, the products are ranked according to the product heat of the plurality of products. That is, if the time difference between the number of selections 2 of the product a and the system time is 3 hours (less than the preset time threshold), the product heat is 4, and the time difference between the number of selections 2 of the product B and the system time is 2 hours (less than the preset time threshold), the product heat is 5, the priority display of the product B is higher than that of the product a, that is, the product B is displayed before the product a.
In this embodiment, when the product display instruction carries the product keyword, product display is performed by combining the user requirement and the product heat, so as to ensure the diversity of display.
In one embodiment, generating a product list from a product display order display, sending the product list to a terminal display includes the steps of: acquiring a preset product display template and a preset product display mode; generating a product list of products corresponding to the product display sequence based on the product display template; and sending the product list and the display mode to a terminal, and loading the product list according to the display mode by the terminal. The product display template is a preset product list template. The display mode is a mode when the terminal loads the product list, and comprises, but is not limited to, translation, flying-in, rotation and the like. Specifically, after the server determines the display sequence of each product, a preset display template and display modes are acquired, and the display modes can be randomly and randomly acquired from all the display modes. And the server inputs the products into the display template according to the product display sequence to generate a product list, and sends the generated product list and a randomly selected selection mode to the terminal. And after the terminal receives the product list and the display mode, loading the product list according to the display mode to display the product on a display device of the terminal.
In one embodiment, generating a product list of products corresponding to a display order based on a product display template includes the steps of: acquiring a terminal identifier of a terminal, and acquiring a page configuration file according to the terminal identifier, wherein the page configuration file comprises a page height, a page width and a display size; adjusting the product display template according to the page height, the page width and the display size; inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
In this embodiment, in order to adapt to display devices of different terminals, when generating a product list, a server first obtains a terminal identifier of a corresponding terminal. The page configuration file is obtained according to the terminal identification, and the page configuration file refers to a document stored with corresponding display device information and can be set and stored in advance according to various different terminals. The page configuration file includes page height, page width, display size, and the like of the corresponding terminal display device. Because the product display templates are standard, in order to adapt to different terminals, the product page templates are modified and adjusted according to the page heights, page widths and display sizes in the corresponding configuration files, and then products are input into the adjusted product page templates to generate product list pages conforming to the terminals. The page configuration file can be modified according to the modification instruction. And after the server receives the modification instruction sent by the terminal, acquiring the configuration file identification and the modification information from the modification instruction. The server obtains a corresponding modification instruction according to the configuration file identification, and modifies information in the configuration file according to the modification information.
In one embodiment, collecting user behavior data of each user according to a preset buried point rule includes the steps of: presetting a buried point rule and monitoring events; if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal; and receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
Specifically, the server binds the buried point rule and the monitoring event with the corresponding page in the terminal by receiving the buried point rule and the monitoring event. The monitoring event monitors the page of the terminal in real time, and once the page is monitored to have page clicking behaviors, for example, the user clicks collection, praise and the like. The server generates a feedback instruction and sends the feedback instruction to the terminal, and the terminal responds to the feedback instruction and feeds back the user behavior data acquired by data acquisition of the clicking behavior according to a preset buried point rule to the server. After the terminal returns the user behavior data to the server, the server can count the selection record of each product or update the product log file and the like according to the user behavior data. In the embodiment, the terminal is requested to feed back the collected user behavior data through the monitoring event, so that the situation that the terminal actively reports the data to be wrong or delayed is avoided, and the timeliness of the user behavior data feedback is ensured.
It should be understood that, although the steps in the flowcharts of fig. 2-4 are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in fig. 2-4 may include multiple sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, nor do the order in which the sub-steps or stages are performed necessarily occur sequentially, but may be performed alternately or alternately with at least a portion of the sub-steps or stages of other steps or steps.
In one embodiment, as shown in FIG. 5, there is provided a product display device comprising: the device comprises a receiving module 502, an obtaining module 504, a sorting module 506, a judging module 508, an adjusting module 510, a determining module 512 and a generating module 514, wherein:
the receiving module 502 is configured to receive a product display instruction sent by the terminal, where the product display instruction carries an account identifier.
An obtaining module 504, configured to obtain a number of times N of selection of each product in the product set based on the account identifier; wherein N is an integer greater than 0.
The sorting module 506 is configured to sort each product in the product set according to the selection number N, so as to obtain an initial display order.
A judging module 508, configured to judge whether the initial display order has parallel products.
The adjustment module 510 is configured to obtain a first system time and a selection time of the parallel products if the initial display order has the parallel products, compare the selection time with the first system time, determine a priority display order of the parallel products, and adjust the initial display order according to the priority display order to determine a product display order.
The determining module 512 is configured to determine that the initial display order is the product display order if the initial display order does not have the parallel products.
And the generating module 514 is used for generating a product list according to the product display sequence and sending the product list to the terminal for display.
In one embodiment, the product display device further comprises an acquisition module and a timing module. The acquisition module is used for acquiring user behavior data of each user according to a preset embedded point rule; acquiring the selection times and the selection time of each user for each product in the product set based on the user behavior data statistics; the timing module is used for periodically running the reduction task according to the preset time and acquiring second system time according to the reduction task; calculating a time difference between the second system time and the selected time; if the time difference between the second system time and the selection time is larger than the preset time critical value, the selection times of the products corresponding to the selection time are reduced, and the updated selection times of the products are obtained.
In one embodiment, the adjustment module 510 is further configured to calculate a time difference between the selection time of the parallel products and the first system time; and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
In one embodiment, the product display device further comprises an extraction module. The obtaining module 504 is further configured to obtain a product log file according to the account identifier if the product display instruction carries a product keyword; the extraction module is used for extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain the heat of the products according to the heat parameters; and determining the display sequence of each product according to the product heat, the selection times N and the selection time.
In one embodiment, the generating module 514 is further configured to obtain a preset product display template and a preset display manner; generating a product list of products corresponding to the product display sequence based on the product display template; and sending the product list and the display mode to a terminal, and loading the product list according to the display mode by the terminal.
In one embodiment, the generating module 514 is further configured to obtain a terminal identifier of the terminal, and obtain a page configuration file according to the terminal identifier, where the page configuration file includes a page height, a page width, and a display size; adjusting the product display template according to the page height, the page width and the display size; inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
In one embodiment, the acquisition module is further configured to preset a buried point rule and a listening event; if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal; and receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
For specific limitations of the product display device, reference may be made to the limitations of the product display method hereinabove, and will not be described in detail herein. The various modules in the product display device described above may be implemented in whole or in part by software, hardware, and combinations thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 6. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is for storing data. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a product display method.
It will be appreciated by those skilled in the art that the structure shown in fig. 6 is merely a block diagram of some of the structures associated with the present application and is not limiting of the computer device to which the present application may be applied, and that a particular computer device may include more or fewer components than shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided comprising a memory storing a computer program and a processor that when executing the computer program performs the steps of:
receiving a product display instruction sent by a terminal, wherein the product display instruction carries an account identifier;
acquiring the selection times N of each product in the product set based on the account identification; wherein N is an integer greater than 0;
sequencing each product in the product set according to the selection times N to obtain an initial display sequence;
judging whether parallel products exist in the initial display sequence or not;
if the initial display sequence contains parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence;
If the initial display sequence does not contain parallel products, determining the initial display sequence as a product display sequence;
and generating a product list according to the product display sequence, and sending the product list to the terminal for display.
In one embodiment, the processor when executing the computer program further performs the steps of:
collecting user behavior data of each user according to a preset embedded point rule;
acquiring the selection times and the selection time of each user for each product in the product set based on the user behavior data statistics;
periodically running a reduction task according to the preset time, and acquiring second system time according to the reduction task;
calculating a time difference between the second system time and the selected time;
if the time difference between the second system time and the selection time is larger than the preset time critical value, the selection times of the products corresponding to the selection time are reduced, and the updated selection times of the products are obtained.
In one embodiment, the processor when executing the computer program further performs the steps of:
calculating the time difference between the selection time of the parallel products and the first system time;
and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
In one embodiment, the processor when executing the computer program further performs the steps of:
if the product display instruction carries the product keywords, acquiring a product log file according to the account identifier;
extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain the heat of the products according to the heat parameters;
and determining the display sequence of each product according to the product heat, the selection times N and the selection time.
In one embodiment, the processor when executing the computer program further performs the steps of:
acquiring a preset product display template and a preset product display mode;
generating a product list of products corresponding to the product display sequence based on the product display template;
and sending the product list and the display mode to a terminal, and loading the product list by the terminal according to the display mode.
In one embodiment, the processor when executing the computer program further performs the steps of:
acquiring a terminal identifier of a terminal, and acquiring a page configuration file according to the terminal identifier, wherein the page configuration file comprises a page height, a page width and a display size;
adjusting the product display template according to the page height, the page width and the display size;
inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
In one embodiment, the processor when executing the computer program further performs the steps of:
presetting a buried point rule and monitoring events;
if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal;
and receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
In one embodiment, a computer readable storage medium is provided having a computer program stored thereon, which when executed by a processor, performs the steps of:
receiving a product display instruction sent by a terminal, wherein the product display instruction carries an account identifier;
acquiring the selection times N of each product in the product set based on the account identification; wherein N is an integer greater than 0;
sequencing each product in the product set according to the selection times N to obtain an initial display sequence;
judging whether parallel products exist in the initial display sequence or not;
if the initial display sequence contains parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence;
If the initial display sequence does not contain parallel products, determining the initial display sequence as a product display sequence;
and generating a product list according to the product display sequence, and sending the product list to the terminal for display.
In one embodiment, the computer program when executed by the processor further performs the steps of:
collecting user behavior data of each user in the product set according to a preset embedded point rule;
acquiring the selection times and the selection time of each user for each product based on the user behavior data statistics;
periodically running a reduction task according to the preset time, and acquiring second system time according to the reduction task;
calculating a time difference between the second system time and the selected time;
if the time difference between the second system time and the selection time is larger than the preset time critical value, the selection times of the products corresponding to the selection time are reduced, and the updated selection times of the products are obtained.
In one embodiment, the computer program when executed by the processor further performs the steps of:
calculating the time difference between the selection time of the parallel products and the first system time;
and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
In one embodiment, the computer program when executed by the processor further performs the steps of:
if the product display instruction carries the product keywords, acquiring a product log file according to the account identifier;
extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain the heat of the products according to the heat parameters;
and determining the display sequence of each product according to the product heat, the selection times N and the selection time.
In one embodiment, the computer program when executed by the processor further performs the steps of:
acquiring a preset product display template and a preset product display mode;
generating a product list of products corresponding to the product display sequence based on the product display template;
and sending the product list and the display mode to a terminal, and loading the product list by the terminal according to the display mode.
In one embodiment, the computer program when executed by the processor further performs the steps of:
acquiring a terminal identifier of a terminal, and acquiring a page configuration file according to the terminal identifier, wherein the page configuration file comprises a page height, a page width and a display size;
adjusting the product display template according to the page height, the page width and the display size;
Inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
In one embodiment, the computer program when executed by the processor further performs the steps of:
presetting a buried point rule and monitoring events;
if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal;
and receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the various embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The above examples merely represent a few embodiments of the present application, which are described in more detail and are not to be construed as limiting the scope of the invention. It should be noted that it would be apparent to those skilled in the art that various modifications and improvements could be made without departing from the spirit of the present application, which would be within the scope of the present application. Accordingly, the scope of protection of the present application is to be determined by the claims appended hereto.
Claims (10)
1. A method of product display, the method comprising:
collecting user behavior data of each user according to a preset embedded point rule, extracting data of product details checked by the user and checking time when checking each time based on the user behavior data, determining the selection times of the user on the product from the data of the product details checked by the user, and selecting the checking time closest to the current system time from the checking time when checking each time to be determined as the selection time;
Periodically running a reduction task according to preset time, acquiring second system time according to the reduction task, and calculating the time difference between the second system time and the selected time; the reduction task represents a task for reducing the number of times of selecting the products meeting the condition, and the second system time is the current system time when the reduction task is performed;
if the time difference between the second system time and the selection time is larger than a preset time critical value, reducing the selection times of the products corresponding to the selection time to obtain updated selection times of the products;
receiving a product display instruction sent by a terminal, wherein the product display instruction carries an account identifier;
acquiring the selection times N of each product in the product set based on the account identifier; wherein N is an integer greater than 0;
ordering each product in the product set according to the selection times N to obtain an initial display sequence;
judging whether the initial display sequence contains parallel products or not; the parallel products represent products with equal selection times;
if the initial display sequence contains parallel products, acquiring a first system time and a selection time of the parallel products, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence; the first system time represents the current system time obtained when the server determines the selection sequence of the products according to the selection times and the selection time of each product, and the selection time represents the system time when the user selects the product last time when the selection times of a plurality of products are equal;
If the initial display sequence does not contain parallel products, determining the initial display sequence as a product display sequence;
and generating a product list according to the product display sequence, and sending the product list to the terminal for display.
2. The method of claim 1, wherein comparing the selection time to the first system time, determining a priority display of the juxtaposed products comprises:
calculating a time difference between the selected time of the juxtaposed products and the first system time;
and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
3. The method according to claim 1, wherein the method further comprises:
if the product display instruction carries a product keyword, acquiring a product log file according to the account identifier;
extracting heat parameters of corresponding products from the product log file according to the product keywords, and calculating to obtain product heat according to the heat parameters;
and determining the product display sequence according to the product heat, the selection times and the selection time N.
4. The method of claim 1, wherein the generating a product list according to the product display order, and wherein the sending the product list to the terminal display comprises:
Acquiring a preset product display template and a preset display mode;
generating a product list from products corresponding to the product display sequence based on the product display template;
and sending the product list and the display mode to a terminal, and loading the product list by the terminal according to the display mode.
5. The method of claim 4, wherein generating a product list for products corresponding to the product display order based on the product display template comprises:
acquiring a terminal identifier of a terminal, and acquiring a page configuration file according to the terminal identifier, wherein the page configuration file comprises page height, page width and display size;
adjusting the product display template according to the page height, the page width and the display size;
and inputting the products corresponding to the product display sequence into the adjusted product display template to generate a product list.
6. The method of claim 1, wherein the collecting user behavior data of each user according to a preset embedded point rule comprises:
presetting a buried point rule and monitoring events;
if the monitoring event monitors that the terminal has the page clicking action, a feedback instruction is sent to the terminal;
And receiving user behavior data returned by the terminal in response to the feedback instruction, wherein the user behavior data is collected by the terminal according to the buried point rule.
7. A product display device, the device comprising:
the acquisition module is used for acquiring user behavior data of each user according to a preset embedded point rule, extracting data of product details checked by the user and checking time when checking each time based on the user behavior data, determining the selection times of the user on the product from the data of the product details checked by the user, and selecting the checking time closest to the current system time from the checking time when checking each time as the selection time;
a timing module for: periodically running a reduction task according to preset time, acquiring second system time according to the reduction task, and calculating the time difference between the second system time and the selected time; the reduction task represents a task for reducing the number of times of selecting the products meeting the condition, and the second system time is the current system time when the reduction task is performed; if the time difference between the second system time and the selection time is larger than a preset time critical value, reducing the selection times of the products corresponding to the selection time to obtain updated selection times of the products;
The receiving module is used for receiving a product display instruction sent by the terminal, wherein the product display instruction carries an account identifier;
the acquisition module is used for acquiring the selection times N of each product in the product set based on the account identification; wherein N is an integer greater than 0;
the sorting module is used for sorting each product in the product set according to the selection times N to obtain an initial display sequence;
the judging module is used for judging whether the initial display sequence contains parallel products or not; the parallel products represent products with equal selection times;
the adjustment module is used for acquiring a first system time and a selection time of the parallel products if the initial display sequence exists, comparing the selection time with the first system time, determining a priority display level of the parallel products, adjusting the initial display sequence according to the priority display level, and determining a product display sequence; the first system time represents the current system time obtained when the server determines the selection sequence of the products according to the selection times and the selection time of each product, and the selection time represents the system time when the user selects the product last time when the selection times of a plurality of products are equal;
The determining module is used for determining that the initial display sequence is a product display sequence if the initial display sequence does not contain parallel products;
and the generating module is used for generating a product list according to the product display sequence and sending the product list to the terminal for display.
8. The apparatus of claim 7, wherein the adjustment module is further configured to:
calculating a time difference between the selected time of the juxtaposed products and the first system time; and determining the priority display level of the parallel products according to the time difference between the selection time and the first system time.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 6 when the computer program is executed.
10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
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| CN113761830A (en) * | 2020-06-02 | 2021-12-07 | 青岛奥利普自动化控制系统有限公司 | Data display method, device, system and storage medium |
| CN111738798A (en) * | 2020-06-23 | 2020-10-02 | 京东数字科技控股有限公司 | Method and device for generating commodity information |
| CN112215675B (en) * | 2020-09-28 | 2024-07-09 | 珠海格力电器股份有限公司 | Product display method and device, electronic equipment and storage medium |
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