CN115495180A - Setting method and system of functional module, storage medium and electronic device - Google Patents
Setting method and system of functional module, storage medium and electronic device Download PDFInfo
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Abstract
The application discloses a setting method, a setting system, a storage medium and an electronic device of a functional module, which relate to the technical field of smart home/smart home, wherein the setting method of the functional module comprises the following steps: acquiring running information of a plurality of functional modules in an application program within preset time; performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules; and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result. According to the method and the device, the functional module which is most interesting to the user is displayed on the home page of the application program, so that the functional module which is interesting to the user is displayed on the higher-level page in the application program, the operation steps of the user are reduced, and the efficiency and the user experience of the user are improved.
Description
Technical Field
The present disclosure relates to the field of internet technologies, and in particular, to a method and a system for setting a function module, a storage medium, and an electronic device.
Background
In the prior art, in order to meet the personalized requirements of users, a plurality of functions are developed in an application program product, so that after the application program product is opened, the users can display various functions by selecting different function modules.
The existing application program product is opened, a fixed selection interface of the functional modules is provided for a user mainly in a page display mode, and due to the fact that the size of a home page of the selection interface is limited, entries of all the functional modules cannot be arranged on the home page, so that some functional modules can be arranged on a second layer or even a third layer of pages, along with the deepening of the level of the application program product, the operation complexity is high, and the efficiency of reaching the user is reduced.
Therefore, a method, a system, a storage medium, and an electronic device for configuring a functional module are needed to solve the above problems.
Disclosure of Invention
The application provides a method, a system, a storage medium and an electronic device for setting a function module, which are used for solving the defects that the function module entry of the existing scheme in the prior art is relatively fixed, so that when a user selects the function module in an application program, the operation complexity is relatively high, and the user efficiency is reduced, the function module is sorted according to the use condition of the function module by the user, the function which is most favored by the user is displayed on the first page of the application program, namely, the function which is ranked ahead is displayed on the first page of the application program, so that the function module which is interested by the user is preferentially displayed to the user on the higher-level page, the user operation steps are reduced, and the user efficiency and the user experience are improved.
The application provides a setting method of a functional module, which comprises the following steps:
acquiring running information of a plurality of functional modules in an application program within preset time;
performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules;
and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result.
According to the setting method of the functional module, the step of performing data smoothing processing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules comprises the following steps:
determining the total number of functional modules in the application program based on a preset display area in the application program;
acquiring starting information of each functional module according to the running information of the functional module, and performing data smoothing on the starting information to obtain the starting times of each functional module;
acquiring the total starting times of all the functional modules in the application program according to the starting times and the total number;
and obtaining click rate scores corresponding to the functional modules according to the starting times and the total starting times.
According to the setting method of the function modules, the step of sorting the plurality of function modules in the application program according to the average usage duration of each function module and the click rate score includes:
acquiring the service time of each functional module;
acquiring the average use duration of each functional module according to the use duration and the total number;
and sequencing the functional modules in the application program through the product of the average usage duration and the click rate score.
According to the setting method of the functional module, the obtaining of the starting information of each functional module through the operation information of the functional module includes:
judging the use time length of each functional module during each starting according to the operation information, and determining the operation information as effective operation information under the condition that the use time length is greater than or equal to the preset use time length;
and acquiring the starting information of each functional module based on the effective operation information.
According to the setting method of the functional module, the obtaining of the click rate score corresponding to each functional module according to the starting times and the total starting times comprises the following steps:
acquiring a difference value between the total starting times and the starting times, and acquiring the click rate of each functional module according to the ratio of the starting times to the difference value;
and based on a Wilson algorithm, obtaining click rate scores corresponding to the functional modules through the click rate and the total starting times.
According to the setting method of the functional module provided by the application, the adjusting the display areas of the plurality of functional modules corresponding to the application program according to the sorting result comprises:
obtaining the layout of the active window of the preset page of the application program;
generating a function module recommendation scheme of the application program according to the corresponding function module in the sequencing result based on the preset weight of the page position of each active window in the active window layout;
and according to the function module recommendation scheme, updating the function module of the layout of the active window of the preset page of the application program, and displaying the updated layout of the active window of the preset page of the application program.
According to the setting method of the function module provided by the application, the step of generating the function module recommendation scheme of the application program according to the corresponding function module in the sorting result based on the preset weight of the page position of each window in the layout of the active window comprises the following steps:
determining the window number of the preset page of the application program;
based on the preset weight of the page position of each active window in the active window layout, sequentially setting the functional modules in the active windows corresponding to the preset pages according to the sequencing result and the window number;
after all the active windows of the preset page are provided with the functional modules, if the sequencing result still has the functional modules which are not set, setting the functional modules which are not set in the sequencing result in the active window corresponding to the next page, and generating the functional module recommendation scheme of the application program.
The present application also provides a setting system of a functional module, including:
the operation information acquisition module is used for acquiring operation information of a plurality of functional modules in the application program within preset time;
the click rate score calculation module is used for carrying out data smoothing processing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules;
and the function sorting recommendation module is used for sorting the plurality of function modules in the application program according to the average service duration and the click rate score of each function module and adjusting the corresponding display areas of the plurality of function modules in the application program according to a sorting result.
The present application also provides a computer-readable storage medium, which includes a stored program, wherein the program executes a setting method for implementing any of the functional modules described above when running.
The present application further provides an electronic device, comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute a method for implementing the setting of the functional module according to any one of the above mentioned computer programs.
According to the setting method, the setting system, the storage medium and the electronic device of the functional modules, the click rate scores corresponding to the functional modules are obtained through the operation information of the functional modules in the application program, and then the functional modules in the application program are sorted according to the average service duration and the click rate scores of the functional modules, so that the corresponding recommendation schemes are generated according to the functional modules which are most interested by the user, namely the functional modules which are ranked in the front, and are displayed on the first page of the application program, so that the functional modules which are interested by the user are displayed on the higher-level pages in the application program, the operation steps of the user are reduced, and the efficiency of reaching the user and the user experience are improved.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the application and, together with the description, serve to explain the principles of the application.
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious for those skilled in the art to obtain other drawings without inventive exercise.
Fig. 1 is a schematic diagram of a hardware environment of an interaction method of an intelligent device according to an embodiment of the present application;
fig. 2 is a schematic flowchart of a setting method of a function module provided in the present application;
fig. 3 is a schematic structural diagram of a setting system of a functional module provided in the present application;
fig. 4 is a schematic structural diagram of an electronic device provided in the present application.
Detailed Description
In order to make the technical solutions better understood by those skilled in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only partial embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that the terms "first," "second," and the like in this application are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
According to an aspect of an embodiment of the present application, there is provided a method for setting a function module. The setting method of the functional module is widely applied to full-House intelligent digital control application scenes such as intelligent homes (Smart Home), intelligent homes, intelligent Home equipment ecology, intelligent House (Intelligent House) ecology and the like. Alternatively, in the present embodiment, the setting method of the functional modules may be applied to a hardware environment formed by the terminal device 102 and the server 104 as shown in fig. 1. As shown in fig. 1, the server 104 is connected to the terminal device 102 through a network, and may be configured to provide a service (e.g., an application service) for the terminal or a client installed on the terminal, set a database on the server or independent of the server, and provide a data storage service for the server 104, and configure a cloud computing and/or edge computing service on the server or independent of the server, and provide a data operation service for the server 104.
The network may include, but is not limited to, at least one of: wired networks, wireless networks. The wired network may include, but is not limited to, at least one of: wide area networks, metropolitan area networks, local area networks, which may include, but are not limited to, at least one of the following: WIFI (Wireless Fidelity), bluetooth. Terminal equipment 102 can be and not be limited to PC, the cell-phone, the panel computer, intelligent air conditioner, intelligent cigarette machine, intelligent refrigerator, intelligent oven, intelligent kitchen range, intelligent washing machine, intelligent water heater, intelligent washing equipment, intelligent dish washer, intelligent projection equipment, the intelligent TV, intelligent clothes hanger, intelligent (window) curtain, intelligence audio-visual, smart jack, intelligent stereo set, intelligent audio amplifier, intelligent new trend equipment, intelligent kitchen guarding's equipment, intelligent bathroom equipment, the intelligence robot of sweeping the floor, the intelligence robot of wiping the window, intelligence robot of mopping the floor, intelligent air purification equipment, intelligent steam ager, intelligent microwave oven, intelligent kitchen guarding, intelligent clarifier, intelligent water dispenser, intelligent lock etc..
Fig. 2 is a schematic flow chart of a setting method of a functional module provided in the present application, and as shown in fig. 2, the present application provides a setting method of a functional module, including:
In the present application, for a plurality of functional modules existing in a certain application, for example, in an intelligent home environment, an application designed for refrigerator control includes a plurality of functional modules, such as a food material management module, a refrigerator state reporting module, a freezing temperature control module, a defrosting module, a temperature changing chamber timing module, and the like, and first, the total number of all functional modules in the application within a preset time is obtained, that is, the total number a of the functional modules in the application is determined. Then, according to the operation information of each function module, the number n of times that the kth function module is opened by the user is obtained, for example, 5 times of operation information is recorded in the log information of the food material management module, that is, the function module was opened by the user 5 times. In an embodiment, the trigger frequency of each functional module in each use, for example, the frequency of triggering a certain functional module by a user within 1 hour, may also be obtained according to the operation information.
In the present application, in order to reduce the noise of the data, the data needs to be smoothed. Further, after the data smoothing processing is completed, the total number of times that all the function modules in the application are opened in total, that is, the total number of times of starting, is counted, for example, in the refrigerator control application of the above embodiment, 5 function modules are opened 100 times, 20 times, 80 times, 10 times and 60 times, respectively, the total number of times of starting is 270 times; and then calculating the click rate score of each function module according to the starting times and the total starting times of the single function module, wherein the click rate score can be calculated by a Wilson algorithm in the invention.
And 203, sorting the plurality of functional modules in the application program according to the average service life of each functional module and the click rate score, and adjusting the corresponding display areas of the plurality of functional modules in the application program according to a sorting result.
In this application, it is also necessary to obtain the duration of the function module being continuously opened after each function module is opened by the user, that is, the total duration of the use of the function module. Further, the average use duration of the function module is calculated according to the total use duration of the function module and the total number of the function modules in the application program. And finally, sorting each functional module in a sequence from high to low according to the product of the average service time and the click rate score, wherein the functional module with higher rank is preferentially arranged on the first page of the application program according to the ranking sequence, and the functional module with later rank may be arranged in the second layer or even the later layer page of the application program.
According to the setting method of the functional modules, the click rate scores corresponding to the functional modules are obtained through the operation information of the functional modules in the application program, the functional modules in the application program are sequenced according to the average use duration and the click rate scores of the functional modules, and therefore the corresponding recommendation schemes are generated according to the functional modules in which the user is most interested, namely the functional modules with the top rank, and are displayed on the top page of the application program, so that the functional modules in which the user is interested are displayed on the higher-level page in the application program, the operation steps of the user are reduced, and the efficiency of reaching the user and the user experience are improved.
On the basis of the above embodiment, the performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules includes:
and determining the total number of the functional modules in the application program based on a preset display area in the application program.
In the present application, first, the total number a of functional modules in a preset display area (e.g., a currently displayed page, or the display content of an area on the currently displayed page) in an application program is determined. For example, the refrigerator control application program comprises a plurality of functional modules, such as 5 functional modules, namely a food material management module, a refrigerator state reporting module, a freezing temperature control module, a defrosting module and a temperature-changing chamber timing module.
And acquiring the starting information of each functional module according to the running information of the functional module, and performing data smoothing processing on the starting information to obtain the starting times of each functional module.
In the application, based on the starting information of each functional module started by the user, data smoothing is performed to obtain the opening times of each functional module, namely the opening times n.
Preferably, on the basis of the above embodiment, the acquiring, by the operation information of the functional module, the start information of each functional module includes:
judging the use time length of each functional module during each starting according to the operation information, and determining the operation information as effective operation information under the condition that the use time length is greater than or equal to the preset use time length;
and acquiring the starting information of each functional module based on the effective operation information.
In the application, the running information of any functional module in the application program is judged every time, and whether the running information is effective information or not is determined by setting a preset using time length. For example, in an embodiment, the preset use duration is 2 seconds, the single use duration is t, if t <2 seconds, it indicates that the time for opening the function module is too short, and it may be a user mistakenly clicks, and such a situation may filter the operation information; if t is more than or equal to 2 seconds, the function module can confirm that the user has the intention of using, can judge that the use of the function module by the user is established, and can determine the use as effective operation information, so that the starting information is recorded according to the effective operation information.
Acquiring the total starting times m of all the functional modules in the application program according to the starting times and the total number, wherein the formula is as follows:
and obtaining click rate scores corresponding to the functional modules according to the starting times and the total starting times.
In the application, a difference between the total number of starting times and the number of starting times is obtained, and a click rate p of each functional module is obtained according to a ratio between the number of starting times and the difference, where the click rate p is obtained by a formula:
and based on a Wilson algorithm, obtaining click rate scores corresponding to the functional modules through the click rate and the total starting times.
In the present application, the error when the sample data is small can be reduced by the wilson algorithm, wherein the parameter Z a Value 1.96, i.e. confidence 95%, click rate score S 1 The formula of (1) is:
on the basis of the above embodiment, the sorting the function modules in the application program according to the average usage duration of each function module and the click rate score includes:
and acquiring the service time of each functional module.
In the application, firstly, after each function module is started by a user, the corresponding function of each function module is collected to keep the running stateThe single duration t, for example, the freezing temperature control module is turned on 3 times, and the single duration for each time used by the user is 1 minute, 2 minutes, and 1.5 minutes, respectively. Further, according to the single time length t, the sum of the time lengths of the running states of the opened functional modules, namely the sum of the time lengths of the running states of the opened functional modules is obtained
Wherein k represents the kth functional module, and a represents a total of a functional modules in the application program.
Obtaining the average service time T of each functional module according to the service time and the total number 1 The formula is as follows:
and sorting the functional modules in the application program through the product of the average usage time and the click rate score.
In the present application, the final ranking score S of each functional module is the click rate score S 1 And average duration of use T 1 The product between, i.e. S = S 1 ×T 1 The value ranges from 0 to 1. And according to the score sorting of the final sorting score S of the functional modules, the larger the numerical value is, the higher the ranking is, so that the entry of the functional module which is ranked at the front is preferentially arranged at the corresponding window position of the application program home page.
On the basis of the foregoing embodiment, the adjusting, according to the sorting result, the display areas of the plurality of function modules corresponding to the application program includes:
obtaining the layout of the active window of the preset page of the application program;
generating a function module recommendation scheme of the application program according to the corresponding function module in the sequencing result based on the preset weight of the page position of each active window in the active window layout;
and according to the function module recommendation scheme, updating the function module of the layout of the active window of the preset page of the application program, and displaying the updated layout of the active window of the preset page of the application program.
In the present application, the active window layout of an application preset page (i.e., the home page) is first determined. It should be noted that, in the present application, when a user uses the application program for the first time, the active windows of different pages are all configured according to factory settings, and corresponding function module entries are set, and along with the use of different function modules by the user, the function modules of the active windows change, and a preset recommendation period may be set in the present application, for example, a new function module recommendation scheme is generated for the application program every day or every week.
Further, when the time interval of the preset recommendation cycle is reached and the application program is opened by the user for the first time, the functional modules in the sequencing result are sequentially arranged in the corresponding active windows according to the preset weight of the page position of each active window, so that the layout of the current active windows is updated, and the functional module recommendation scheme is generated. In an embodiment, the preset weight may be defined according to a position of the active window on the current page, for example, the middle of the top page is a position of the active window with the highest priority, and may contain 3 functional modules, and the upper right corner of the top page is a position of the next priority, and may contain 2 functional modules, and the sequence of the sorting result is sequentially the food material management module, the freezing temperature control module, the variable temperature chamber timing module, the defrosting module, and the refrigerator status reporting module, so that the inlets of the food material management module, the freezing temperature control module, and the variable temperature chamber timing module may be sequentially arranged in the active window in the middle of the top page, and the inlets of the defrosting module and the refrigerator status reporting module are arranged in the active window in the upper right corner of the top page, and the functional modules arranged before these positions may also be correspondingly adjusted according to the sorting result.
On the basis of the above embodiment, the generating a recommendation scheme for a functional module of the application program according to a corresponding functional module in the ranking result based on the preset weight of the page position of each window in the layout of the active windows includes:
determining the window number of the preset page of the application program;
based on the preset weight of the page position of each active window in the active window layout, sequentially setting the functional modules in the active windows corresponding to the preset pages according to the sequencing result and the window number;
after all the active windows of the preset page are provided with the functional modules, if the sequencing result still has the functional modules which are not set, setting the functional modules which are not set in the sequencing result in the active window corresponding to the next layer of page, and generating the functional module recommendation scheme of the application program.
Because the number of the function modules which can be set in the application preset page is limited, in order to avoid the situation of function module missing, in the application, the number of the windows of the preset page is firstly determined, the corresponding function modules are set in the preset page according to the sorting result, if the function modules are not set, the function modules which can be accommodated in the preset page are saturated, and the rest function modules need to be set in the next layer, namely the second layer page, wherein the setting mode of the second layer page can be set according to the preset weight in the layer page, and can also be set randomly. For example, the preset page can accommodate 4 function modules, and if there are 10 function modules in the sorting result, the remaining 6 function modules are arranged in the second layer page in sequence. It should be noted that, if the function modules of the active window in the second-layer page are also saturated, the setting is performed on the third-layer page until all the function modules are set. And sequentially setting the functional modules of the next layer of page from the topmost layer of the application program according to the sequencing result, thereby forming a new functional module recommendation scheme, and displaying the updated active window layout through the application program.
The following describes a setting system of the functional module provided in the present application, and the setting system of the functional module described below and the setting method of the functional module described above may be referred to correspondingly.
Fig. 3 is a schematic structural diagram of a setting system of a function module provided in the present application, and as shown in fig. 3, the present application provides a setting system of a function module, which includes an operation information obtaining module 301, a click rate score calculating module 302, and a function sorting recommending module 303, where the operation information obtaining module 301 is configured to obtain operation information of a plurality of function modules in an application program within a preset time; the click rate score calculation module 302 performs data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules; the function sorting recommendation module 303 is configured to sort the plurality of function modules in the application program according to the average usage duration of each function module and the click rate score, and adjust the display areas, corresponding to the plurality of function modules, in the application program according to a sorting result.
In the present application, for a plurality of functional modules existing in a certain application, for example, in an intelligent home environment, an application designed for refrigerator control includes a plurality of functional modules, such as a food material management module, a refrigerator state reporting module, a freezing temperature control module, a defrosting module, a temperature changing chamber timing module, and the like, and the operation information obtaining module 301 first obtains the total number of all functional modules in the application, that is, determines the total number a of the functional modules in the application. Then, the operation information obtaining module 301 obtains the number n of times that the kth function module is opened by the user according to the operation information of each function module, for example, 5 times of operation information is recorded in the log information of the food material management module, that is, the function module was opened by the user 5 times. In an embodiment, the trigger frequency of each functional module in each use, for example, the frequency of triggering a certain functional module by a user within 1 hour, may also be obtained according to the operation information.
Further, in order to reduce the noise of the data, the data needs to be smoothed by the click rate score calculation module 302. Further, after the data smoothing processing is completed, the click rate score calculating module 302 counts the total number of times that all the function modules in the application are opened, that is, the total number of times of starting, for example, in the refrigerator control application of the above embodiment, 5 function modules are opened 100 times, 20 times, 80 times, 10 times and 60 times respectively, and then the total number of times of starting is 270 times; then, the click rate score calculating module 301 calculates the click rate score of each function module according to the number of times of starting the single function module and the total number of times of starting the single function module.
Further, by the function sorting recommending module 303, the duration of the function module being continuously opened after each function module is opened by the user, that is, the total duration of the function module is obtained. Further, the function sorting recommendation module 303 calculates an average usage duration of the function module according to the total usage duration of the function module and the total number of the function modules in the application program. Finally, the function sorting recommending module 303 sorts each function module in a sequence from high to low according to the product of the average usage duration and the click rate score, wherein according to the ranking sequence, the function module with higher ranking is preferentially arranged on the first page of the application program, and the function module with ranking may be arranged in the second layer or even the later layer page of the application program.
According to the setting system of the functional modules, the click rate scores corresponding to the functional modules are obtained through the operation information of the functional modules in the application program, then the functional modules in the application program are sequenced according to the average use duration and the click rate scores of the functional modules, and accordingly the corresponding recommendation schemes are generated according to the functional modules in which the user is most interested, namely the functional modules with the highest ranking, and are displayed on the first page of the application program, so that the functional modules in which the user is interested are displayed on the higher-level page in the application program, user operation steps are reduced, and the efficiency of reaching the user and the user experience are improved.
On the basis of the above embodiment, the click rate score calculation module includes a first statistical unit, a second statistical unit, a third statistical unit and a click rate score calculation unit, where the first statistical unit is configured to determine the total number of function modules in the application program based on a preset display area in the application program; the second statistical unit is used for acquiring the starting information of each functional module through the running information of the functional module, and performing data smoothing processing on the starting information to obtain the starting times of each functional module; the third statistical unit is used for acquiring the total starting times of all the functional modules in the application program according to the starting times and the total number; and the click rate score calculating unit is used for obtaining click rate scores corresponding to the functional modules according to the starting times and the total starting times.
On the basis of the above embodiment, the function sorting recommendation module includes a first processing unit, a second processing unit and a sorting unit, where the first processing unit is configured to obtain a duration of use of each function module; the second processing unit is used for acquiring the average use duration of each functional module according to the use duration and the total number; the sorting unit is used for sorting the functional modules in the application program according to the product of the average usage duration and the click rate score.
On the basis of the foregoing embodiment, the second statistical unit is specifically configured to:
judging the use duration of each functional module when started each time according to the operation information, and determining the operation information as effective operation information under the condition that the use duration is greater than or equal to the preset use duration;
and acquiring the starting information of each functional module based on the effective operation information.
On the basis of the foregoing embodiment, the click rate score calculating unit is specifically configured to:
acquiring a difference value between the total starting times and the starting times, and acquiring the click rate of each functional module according to the ratio of the starting times to the difference value;
and based on a Wilson algorithm, obtaining click rate scores corresponding to the functional modules through the click rate and the total starting times.
On the basis of the above embodiment, the function ranking recommendation module further includes a top-level page layout acquisition unit, a function recommendation scheme generation unit, and a page function layout update unit, where the top-level page layout acquisition unit is configured to acquire a layout of a movable window of the preset page of the application program; the function recommendation scheme generating unit is used for generating a function module recommendation scheme of the application program according to the corresponding function module in the sequencing result based on the preset weight of the page position of each activity window in the activity window layout; and the page function layout updating unit is used for updating the function module of the active window layout of the application program preset page according to the function module recommendation scheme so as to display the active window layout updated by the application program preset page.
On the basis of the foregoing embodiment, the function recommendation generation unit is specifically configured to:
determining the window number of the preset page of the application program;
based on the preset weight of the page position of each active window in the active window layout, sequentially setting the functional modules in the active windows corresponding to the preset pages according to the sequencing result and the window number;
after all the active windows of the preset page are provided with the functional modules, if the sequencing result still has the functional modules which are not set, setting the functional modules which are not set in the sequencing result in the active window corresponding to the next page, and generating the functional module recommendation scheme of the application program.
Fig. 4 is a schematic structural diagram of an electronic device provided in the present application, and as shown in fig. 4, the electronic device may include: a processor (processor) 410, a communication Interface 420, a memory (memory) 430 and a communication bus 440, wherein the processor 410, the communication Interface 420 and the memory 430 are communicated with each other via the communication bus 440. The processor 410 may call logic instructions in the memory 430 to perform a setup method for a functional module, the method comprising: acquiring running information of a plurality of functional modules in an application program within preset time; performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules; and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result.
In addition, the logic instructions in the memory 430 may be implemented in the form of software functional units and stored in a computer readable storage medium when the software functional units are sold or used as independent products. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In another aspect, the present application further provides a computer program product, where the computer program product includes a computer program, the computer program can be stored on a computer-readable storage medium, and when the computer program is executed by a processor, a computer can execute a method for setting a functional module provided by each of the above methods, where the method includes: acquiring running information of a plurality of functional modules in an application program within preset time; performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules; and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result.
In another aspect, the present application further provides a computer-readable storage medium, where the computer-readable storage medium includes a stored program, where the program, when running, performs the method for setting the functional module provided by each of the above methods, and the method includes: acquiring running information of a plurality of functional modules in an application program within preset time; performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules; and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on the understanding, the above technical solutions substantially or otherwise contributing to the prior art may be embodied in the form of a software product, which may be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method according to the various embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present application, and not to limit the same; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions in the embodiments of the present application.
Claims (10)
1. A method for setting a functional module, comprising:
acquiring running information of a plurality of functional modules in an application program within preset time;
performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules;
and sorting the functional modules in the application program according to the average service duration of each functional module and the click rate score, and adjusting the corresponding display areas of the functional modules in the application program according to the sorting result.
2. The method for setting the functional module according to claim 1, wherein performing data smoothing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules includes:
determining the total number of functional modules in the application program based on a preset display area in the application program;
acquiring starting information of each functional module according to the running information of the functional module, and performing data smoothing processing on the starting information to obtain the starting times of each functional module;
acquiring the total starting times of all the functional modules in the application program according to the starting times and the total number;
and obtaining click rate scores corresponding to the functional modules according to the starting times and the total starting times.
3. The method for setting the function module according to claim 2, wherein the sorting the plurality of function modules in the application according to the average usage duration and the click rate score of each function module comprises:
acquiring the service time of each functional module;
acquiring the average use duration of each functional module according to the use duration and the total number;
and sorting the functional modules in the application program through the product of the average usage time and the click rate score.
4. The method according to claim 2, wherein the obtaining the start information of each of the function modules through the operation information of the function module includes:
judging the use time length of each functional module during each starting according to the operation information, and determining the operation information as effective operation information under the condition that the use time length is greater than or equal to the preset use time length;
and acquiring the starting information of each functional module based on the effective operation information.
5. The method for setting the functional module according to any one of claims 2 to 4, wherein the obtaining of the click rate score corresponding to each functional module according to the number of times of activation and the total number of times of activation includes:
acquiring a difference value between the total starting times and the starting times, and acquiring the click rate of each functional module according to the ratio of the starting times to the difference value;
and based on a Wilson algorithm, obtaining click rate scores corresponding to the functional modules through the click rate and the total starting times.
6. The method for setting the functional module according to any one of claims 1 to 4, wherein the adjusting the corresponding display areas of the plurality of functional modules in the application program according to the sorting result comprises:
obtaining the layout of the active window of the preset page of the application program;
generating a function module recommendation scheme of the application program according to the corresponding function module in the sequencing result based on the preset weight of the page position of each active window in the active window layout;
and according to the function module recommendation scheme, updating the function module of the layout of the active window of the preset page of the application program, and displaying the updated layout of the active window of the preset page of the application program.
7. The method for setting the function module according to claim 6, wherein the generating the function module recommendation scheme of the application program according to the corresponding function module in the sorting result based on the preset weight of the page position of each window in the active window layout comprises:
determining the window number of the preset page of the application program;
based on the preset weight of the page position of each active window in the active window layout, sequentially setting the functional modules in the active windows corresponding to the preset pages according to the sequencing result and the window number;
after all the active windows of the preset page are provided with the functional modules, if the sequencing result still has the functional modules which are not set, setting the functional modules which are not set in the sequencing result in the active window corresponding to the next page, and generating the functional module recommendation scheme of the application program.
8. A setting system of a function module, comprising:
the operation information acquisition module is used for acquiring operation information of a plurality of functional modules in the application program within preset time;
the click rate score calculation module is used for carrying out data smoothing processing on the operation information of the plurality of functional modules to obtain click rate scores corresponding to the functional modules;
and the function sorting recommendation module is used for sorting the plurality of function modules in the application program according to the average service duration and the click rate score of each function module and adjusting the corresponding display areas of the plurality of function modules in the application program according to a sorting result.
9. A computer-readable storage medium, comprising a stored program, wherein the program when executed performs the method of any of claims 1 to 7.
10. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method of any of claims 1 to 7 by means of the computer program.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN116558206A (en) * | 2023-07-11 | 2023-08-08 | 江苏星星冷链科技有限公司 | Defrosting control method and system for refrigerator |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN116558206A (en) * | 2023-07-11 | 2023-08-08 | 江苏星星冷链科技有限公司 | Defrosting control method and system for refrigerator |
| CN116558206B (en) * | 2023-07-11 | 2023-09-22 | 江苏星星冷链科技有限公司 | Defrosting control method and system for refrigerator |
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