CN111352678B - Information processing method and device - Google Patents
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- CN111352678B CN111352678B CN201811565733.4A CN201811565733A CN111352678B CN 111352678 B CN111352678 B CN 111352678B CN 201811565733 A CN201811565733 A CN 201811565733A CN 111352678 B CN111352678 B CN 111352678B
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- 238000006243 chemical reaction Methods 0.000 claims abstract description 120
- 238000005259 measurement Methods 0.000 claims abstract description 81
- 238000012544 monitoring process Methods 0.000 claims abstract description 27
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
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- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
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- G06F9/5055—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering software capabilities, i.e. software resources associated or available to the machine
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Abstract
The embodiment of the application provides an information processing method and device. The information processing method comprises the following steps: determining the number of users corresponding to a plurality of interface design modes of a target interface respectively; respectively distributing the users for the interface design modes according to the respective user quantity; monitoring content conversion measurement data of the interface design modes in respective user groups; and adjusting the number of users respectively corresponding to the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes. The technical scheme provided by the embodiment of the application improves the accuracy of interface display and is beneficial to improving the content conversion rate.
Description
Technical Field
The embodiment of the application relates to the technical field of computer application, in particular to an information processing method and device.
Background
The user interface is a medium for interaction and information exchange between the system and the user, and is used for presenting related content, aiming at the presented interface content, the user can perform further interaction operation, namely, the content conversion means the designated task operation which is finished by the user aiming at the content, such as registration, order placing, payment and the like, and the main aim of the content presented by the user interface is to realize the content conversion.
At present, the interface design modes (including layout, interface modification and the like) of the user interface are unified, but the user interface presented according to the unified interface design mode has different attractions for different users, so that the interface presentation is not accurate enough, and the content conversion is affected.
Disclosure of Invention
The embodiment of the application provides an information processing method and device.
In a first aspect, an embodiment of the present application provides an information processing method, including:
determining the number of users corresponding to a plurality of interface design modes of a target interface respectively;
respectively distributing the users for the interface design modes according to the respective user quantity;
monitoring content conversion measurement data of the interface design modes in respective user groups;
And adjusting the number of users respectively corresponding to the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes.
In a second aspect, an embodiment of the present application provides an information processing method, including:
determining the number of users corresponding to the service execution schemes respectively;
Respectively distributing the user for the service execution schemes according to the respective user quantity;
monitoring service conversion measurement data of the service execution schemes in respective user groups;
And adjusting the number of users corresponding to the service execution schemes respectively according to the service conversion measurement data corresponding to the service execution schemes respectively.
In a third aspect, an embodiment of the present application provides an information processing apparatus, including:
The number determining module is used for determining the number of users corresponding to the multiple interface design modes of the target interface respectively;
The user allocation module is used for allocating the users to the interface design modes according to the number of the users;
The monitoring module is used for monitoring content conversion measurement data of the interface design modes in the user groups;
And the adjusting module is used for adjusting the number of users respectively corresponding to the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes.
In a fourth aspect, in an embodiment of the present application, a processing device includes a processing component and a storage component;
the storage component stores one or more computer instructions; the one or more computer instructions are to be invoked for execution by the processing component;
The processing assembly is configured to:
determining the number of users corresponding to a plurality of interface design modes of a target interface respectively;
respectively distributing the users for the interface design modes according to the respective user quantity;
monitoring content conversion measurement data of the interface design modes in respective user groups;
And adjusting the number of users respectively corresponding to the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes.
In the embodiment of the application, the number of users corresponding to a plurality of interface design modes of a target interface respectively is determined; respectively distributing the users for the interface design modes according to the respective user quantity; monitoring content conversion measurement data of the interface design modes in respective user groups; and adjusting the number of users corresponding to the interface design modes according to the content conversion measurement data corresponding to the interface design modes, so that the users can be redistributed for the interface design modes. The display accuracy of the target interface is ensured by dynamically adjusting the interface design mode, the user requirement is met, and the content conversion rate is improved.
These and other aspects of the application will be more readily apparent from the following description of the embodiments.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions of the prior art, the following description will briefly explain the drawings used in the embodiments or the description of the prior art, and it is obvious that the drawings in the following description are some embodiments of the present application, and other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart illustrating one embodiment of an information processing method provided by the present application;
FIG. 2 is a flow chart of yet another embodiment of an information processing method provided by the present application;
FIGS. 3 a-3 b are schematic diagrams illustrating the distribution of interface design in a practical application according to an embodiment of the present application;
Fig. 4 is a schematic diagram showing the structure of an embodiment of an information processing apparatus provided by the present application;
Fig. 5 shows a schematic structural diagram of an embodiment of a processing apparatus provided by the present application.
Detailed Description
In order to enable those skilled in the art to better understand the present application, the following description will make clear and complete descriptions of the technical solutions according to the embodiments of the present application with reference to the accompanying drawings.
In some of the flows described in the specification and claims of the present application and in the foregoing figures, a plurality of operations occurring in a particular order are included, but it should be understood that the operations may be performed out of order or performed in parallel, with the order of operations such as 101, 102, etc., being merely used to distinguish between the various operations, the order of the operations themselves not representing any order of execution. In addition, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first" and "second" herein are used to distinguish different messages, devices, modules, etc., and do not represent a sequence, and are not limited to the "first" and the "second" being different types.
The technical scheme of the embodiment of the application can be applied to a service execution scene related to a user, a service execution result can be displayed to the user through service execution, and the user is allowed to execute further operation based on the service execution result, so that service conversion is realized, namely, the user can execute designated task operation completed by the service execution result, namely, in an actual application, when the service is a user interface, the service execution realizes that the user interface presents interface content, and the user can execute further interactive operation to realize content conversion, namely, in the actual application, the content conversion is the service conversion.
The service execution is usually implemented according to a service execution scheme, for example, for a user interface, the service execution scheme refers to an interface design mode, and the interface design mode specifies layout of content formats, interface modification elements and the like in the user interface, so that the displayed user interface has a certain display effect. The current service execution schemes are generally unified, the attractions of the service execution results obtained by the unified service execution schemes on different users are different, so that service conversion is affected, for example, the display effects of user interfaces displayed according to the unified interface design mode are different on the attractions of different users, interested users prefer to pay attention to the displayed contents, so that content conversion is facilitated, but for uninteresting users, the users often do not execute further conversion operations, so that content conversion is affected.
In the process of realizing the application, although the inventor can set a plurality of service execution schemes to carry out personalized allocation for users, it is often unclear which user applies which service execution scheme, and only manual setting can be carried out by combining with user behaviors, but the user behaviors can be changed, so that one previously applied service execution scheme is not applied to the user any more, therefore, the mode also affects the service execution accuracy and the service conversion rate. The service conversion rate may be a ratio of the service conversion number corresponding to the service execution result to the user access number, and in the user interface, the content conversion rate is a ratio of the content conversion number to the number of interface accesses.
In order to improve the accuracy of service execution and the conversion rate of the service, in the embodiment of the application, the number of users corresponding to a plurality of service execution schemes is firstly determined; respectively distributing the user for the service execution schemes according to the respective user quantity; monitoring service conversion measurement data of the service execution schemes in respective user groups; and adjusting the number of the users corresponding to the service execution schemes according to the service conversion measurement data corresponding to the service execution schemes respectively, so that the users can be redistributed and used for the service execution schemes, and the service execution schemes can be continuously monitored and adjusted. In the embodiment of the application, the number of the users matched with the service execution scheme can be dynamically adjusted according to the service conversion measurement data of the service execution scheme, so that the service execution scheme popular by the users can obtain larger user flow, the service execution accuracy can be ensured through dynamic flow distribution, and the service conversion rate can be improved.
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to fall within the scope of the application.
Fig. 1 is a flowchart of an embodiment of an information processing method according to an embodiment of the present application, where the method may include the following steps:
101: and determining the number of users corresponding to the service execution schemes respectively.
Wherein, as an alternative way, the total number of users may be equally divided according to the total number of the service execution schemes to obtain the number of users respectively corresponding to the service execution schemes.
That is, assuming that the total number of users faced by the current service is 60, 3 service execution schemes are set, each service execution scheme may correspond to 20 persons, respectively.
In addition, the number of users corresponding to the service execution schemes can be preset according to the actual service requirement, and the number of users corresponding to the service execution schemes can be the same or different.
102: And respectively distributing the use users for the service execution schemes according to the respective user numbers.
After the users are allocated to the multiple service execution schemes, the service execution scheme can be executed according to the service execution scheme when the user corresponding to the service execution scheme requests to execute the service.
103: And monitoring service conversion measurement data of the service execution schemes in respective user groups.
After the service execution schemes are respectively allocated with the user, each service execution scheme corresponds to one user group, and thus the service execution conditions of the service execution schemes in the respective user groups can be monitored.
Since the main purpose of service execution is to realize more service conversion, in order to measure the advantages and disadvantages of the service execution scheme, service conversion measurement data can be used to measure the service conversion rate.
Alternatively, it may be to monitor traffic conversion metrics in respective user groups of the plurality of traffic execution schemes during a first time.
104: And adjusting the number of users corresponding to the service execution schemes respectively according to the service conversion measurement data corresponding to the service execution schemes respectively.
And reallocating the use users for a plurality of service execution schemes according to the number of the users after the respective adjustment.
After the service users are reassigned to the multiple service execution schemes, the step 103 may be returned to continue to monitor the multiple service execution schemes.
In this embodiment, according to the service conversion measurement data corresponding to each of the plurality of service execution schemes, the number of users corresponding to each of the plurality of service execution schemes may be dynamically adjusted, and instead of adopting a uniform service execution scheme, the service conversion measurement data is dynamically adjusted, so that the accuracy of service execution may be ensured, and the service conversion rate may be improved.
In an actual application, the service execution scheme may refer to an interface design manner of a target interface, and the target interface may refer to a user interface in which multiple interface display manners are preset.
In one or more embodiments below, the technical solution of the present application is mainly described in detail by taking an interface design manner of an interface with a service execution scheme as a target interface as an example.
Fig. 2 is a flowchart of another embodiment of an information processing method according to an embodiment of the present application, where the method may include the following steps:
201: and determining the number of users corresponding to the multiple interface design modes of the target interface respectively.
The target interface may be a user interface corresponding to multiple interface design modes, and may achieve multiple interface display effects.
In the embodiment of the application, the user interface can be used for displaying on a display screen and can realize the interaction with a user.
The target interface may be associated with at least one object, which may be, for example, an object of audio, video, articles, merchandise, etc., that may be presented with related content via a user interface.
The various interface designs of the target interface may be set by a designer. The object related content of at least one object associated therewith may be displayed in the user interface in different interface designs.
The interface design manner may include one or more of an object layout manner, an object content type, and an interface modification element, where the interface modification element may include an interface skin, a font, a content modification element (such as a border of each object related content, or a background image of the object related content, etc.); when the object content type is specified in the interface design mode, the object related content of at least one object displayed by the target interface can be obtained according to the object content type, and if the object content type is not included in the interface design mode, the object related content of at least one object can be obtained according to the preset content type.
And different interface design modes enable the display effect of the object related content of at least one object displayed by the target interface to be different.
Wherein, as an optional way, the total number of users may be equally divided according to the total number of the multiple interface design ways to obtain the number of users respectively corresponding to the multiple execution schemes.
That is, assuming that the total number of users facing the target interface is 60, the target interface is correspondingly provided with 3 interface design modes, and each interface design mode can respectively correspond to 20 people.
In addition, the number of users corresponding to the interface design modes can be preset according to the actual service requirement, and the number of users corresponding to the interface design modes can be the same or different.
202: And respectively distributing the users for the interface design modes according to the number of the users.
After users are allocated to the interface design modes, when the users corresponding to a certain interface design mode request to display the target interface, the related content of at least one object associated with the interface design mode can be displayed according to the interface design mode.
203: Content transformation metrics for the plurality of interface designs in respective user groups are monitored.
After the users are respectively allocated to the interface design modes, each interface design mode corresponds to one user group, and then the content conversion condition of the interface design modes in the user groups can be monitored.
Since the main purpose of the target interface is to realize more content conversion, in order to measure the advantages and disadvantages of the interface design mode, the content conversion measurement data can be used to measure the content conversion rate.
Optionally, the content transformation measurement data may use UV (Unique Visitor, the number of independent visitors, that is, the same visit only calculates 1 visitor), PV-CTR (Click-through Rate, that is, the ratio of the number of interface clicks to the amount of interface accesses), or UV-CTR (UV Click Rate, the ratio of the number of interface clicks corresponding to an independent visitor to the number of independent visitor); in addition, collection (collection total number of each object in the target interface) can be used for representing; when the object associated with the target interface is a commodity, the number of additional purchases (total number of times of adding each object to the shopping cart in the target interface), the number of times of transaction conversion (i.e. the number of times of transaction of each object in the target interface), GMV (Gross Merchandise Volume, the amount of object transaction in a certain time) and the like can also be adopted.
Taking the PV-CTR as an example, the larger the PV-CTR is, the more attractive the display effect of the target interface is to the user, and more content conversion can be brought.
Alternatively, traffic conversion metrics in respective user groups may be monitored for the plurality of interface designs at a first time.
204: And adjusting the number of users respectively corresponding to the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes.
And (3) according to the number of users after the respective adjustment, the users can be redistributed for the multiple interface design modes, and the step 103 can be returned to monitor the multiple interface design modes continuously.
In this embodiment, according to the content conversion measurement data corresponding to the multiple interface design modes, the number of users corresponding to the multiple interface design modes can be dynamically adjusted, and instead of adopting a unified interface design mode, the content conversion measurement data corresponding to the multiple interface design modes are dynamically distributed, so that the display accuracy of the target interface can be ensured, and the content conversion rate brought by the target interface is improved.
In some embodiments, the adjusting the number of users corresponding to the plurality of interface design manners according to the content transformation measurement data corresponding to the plurality of interface design manners respectively, and reallocating the users for use for the plurality of interface design manners may include:
Determining an interface design mode at a first priority level according to content conversion measurement data respectively corresponding to the plurality of interface design modes;
Increasing the number of users corresponding to the interface design modes of the first priority level, and reducing the number of users corresponding to other interface design modes which are not in the first priority level in the interface design modes respectively;
and reallocating the users for the interface design modes according to the number of the users after the respective adjustment.
And determining the priority levels of the interface design modes according to the content conversion measurement data respectively corresponding to the interface design modes, and finding the interface design mode at the first priority level.
The interface design manner at the first priority level may include one or more interface design manners, and in order to further ensure the accuracy of interface display, the interface design manner at the first priority level may include one interface design manner.
In some embodiments, the increasing the number of users of the interface design of the first priority may include:
Determining the user increasing proportion of the interface design mode of the first priority according to the content conversion measurement data of the interface design mode of the first priority;
and increasing the number of users of the interface design mode of the first priority according to the user increasing proportion.
Optionally, the user allocation proportion corresponding to the content conversion measurement data of different content conversion measurement data may be preset, so that the user allocation proportion corresponding to the content conversion measurement data of the interface design mode of the first priority level may be specifically searched.
In addition, the user allocation proportion can be determined according to the data change rate of the content transformation measurement data in the first time, and the user allocation proportion corresponding to different data change rates can be preset, for example, if the data change rate is higher, the user allocation proportion is larger, and if the data change rate is lower, the user allocation proportion is smaller.
The user increasing proportion may refer to a ratio of the total number of users, for example, 10%, or 90%, and then 10% of the total number of users may be used as the increasing number of the interface design modes of the first priority level.
In addition, as an alternative, the reducing the number of users respectively corresponding to the other interface design manners in the interface design manners not in the first priority level may include:
dividing the increased number equally according to the increased number of the interface design modes of the first priority level to obtain the decreased number of other interface design modes which are not in the first priority level in the plurality of interface design modes;
and reducing the number of users respectively corresponding to the other interface design modes according to the reduction number.
As another alternative, the reducing the number of users respectively corresponding to the other interface design manners may include:
According to the increased number of the interface design modes of the first priority level and the content conversion measurement data of the other interface design modes, determining the respective decreased number of the other interface design modes;
And reducing the number of users respectively corresponding to other interface design modes in the interface design modes according to the respective reduced number of the other interface design modes.
According to the content conversion measurement data of other interface design modes in the interface design modes, the user reduction proportion of each other interface design mode can be determined, so that the reduction quantity can be determined according to the user reduction proportion.
The user reduction ratio may refer to a ratio of the number of the user reduction ratios in the number of the user reduction ratios, for example, the user reduction ratio corresponding to a certain interface design mode is 10%, an increased number of 10% may be used as an interface reduction for this interface design.
In some embodiments, the determining, according to the content transformation measurement data corresponding to each of the plurality of interface design manners, the interface design manner at the first priority level may include:
And taking the interface design mode of which the content conversion measurement data meets the conversion requirement as the interface design mode of the first priority level according to the content conversion measurement data respectively corresponding to the plurality of interface design modes.
And the interface design mode which does not meet the conversion requirement for the content conversion measurement data is the interface design mode at the non-first priority level.
When the content conversion measurement data adopts PV, UV, PV-CTR, UV-CTR, collection, purchase times, number of times of conversion of the success or GMV, the conversion requirement can be that the PV is larger than a PV threshold, the UV is larger than a UV threshold, the PV-CTR is larger than the PV-CTR, the UV-CTR is larger than the UV-CTR threshold, the collection is larger than the collection threshold, the purchase times are larger than the purchase threshold, the number of times of conversion of the success is larger than the conversion threshold, the GMV is larger than the GMV threshold, and the like.
In addition, since the interface design to meet conversion requirements may include multiple interfaces, in some embodiments,
The interface design method for taking the interface design mode of which the content conversion measurement data meets the conversion requirement as the interface design mode of the first priority level comprises the following steps of:
judging whether content conversion measurement data respectively corresponding to the interface design modes meet conversion requirements or not;
If an interface design mode meeting the conversion requirement exists, taking the interface design mode meeting the conversion requirement as an interface design mode of a first priority level;
If at least two interface design modes meeting the conversion requirements exist, monitoring content conversion measurement data in respective user groups in a second time by the at least two interface design modes meeting the conversion requirements;
and taking the interface design mode of which the content transformation measurement data continuously meets the preset condition in the second time as the interface design mode of the first priority level in the at least two interface design modes.
The content transformation measurement data continuously meeting the predetermined condition may mean that the content transformation measurement data of the interface design mode of the first priority level is larger than the content transformation measurement data of other interface design modes at the second time.
That is, if the interface design ways meeting the conversion requirements include at least two interface design ways, the at least two interface design ways can be continuously monitored, and the interface design way with the continuously optimal content conversion measurement data in the second time is used as the interface design way with the first priority.
In some embodiments, said reassigning the users to the plurality of interface design modes according to the number of users after the respective adjustments includes:
And distributing the user in the user groups of the other interface design modes to the interface design modes with the first priority according to the number of the users after the respective adjustment.
Alternatively, the interface design style assigned to the first priority by the user among the user group of the other individual interface design styles may be randomly selected.
For easy understanding, in the interface allocation diagrams shown in fig. 3a to 3b, it is assumed that the target interface includes three interface design manners, namely an interface design manner 301, an interface design manner 302 and an interface design manner 303;
Assume that the total number of current users is 6, including user a, user b, user c, user d, user e, and user f.
If the three interface design methods are initially distributed to the 6 users on average, two people can be randomly selected from the user population to be respectively distributed to the three interface design methods, for example, the interface design method 301 corresponds to the user a and the user b, the interface design method 302 corresponds to the user c and the user d, and the interface design method 303 corresponds to the user e and the user f.
And when the 6 users request the target interface, the object related content of at least one object associated with the target interface can be displayed according to the respective corresponding interface design mode.
At this time, the content conversion measurement data of the three interface design modes in the respective user groups can be dynamically monitored, and the monitoring of the PV-CTR of the three interface design modes in the respective user groups is assumed.
If a certain interface design mode is assumed that the PV-CTR corresponding to the interface design mode 303 is greater than the PV-CTR threshold, the interface design mode c is the interface design mode with the first priority, and at this time, the number of users in the interface design mode 303 can be increased, and the users are redistributed for the three interface design modes. For example, as shown in fig. 3b, it is assumed that one user (random selection) corresponding to each of the interface design pattern 301 and the interface design pattern 302 is assigned to the interface design pattern 303, so that the user group corresponding to the interface design pattern 303 includes the user a, the user c, the user e, and the user f.
Thereafter, the monitoring can be continuously performed on the three interface design modes, if the PV-CTR of the interface design mode 301 is greater than the PV-CTR threshold, most users can be allocated to the interface design mode 301, and the interface design mode at the first priority level can be always ensured to be used by most users through the dynamic allocation mode, so that the interface display accuracy is included, and the content conversion degree is effectively improved.
Optionally, if the total number of users increases before the interface design mode of the first priority is not determined, the newly added users may be equally distributed to the plurality of interface design modes; if the design manner of the first priority level has been determined, the total number of users increases, and then the newly added users can be evenly allocated to the interface design manner of the first priority level.
Fig. 4 is a schematic structural diagram of an embodiment of an information processing apparatus according to an embodiment of the present application, where the apparatus may include:
A number determining module 401, configured to determine the number of users corresponding to the multiple service execution schemes respectively;
a user allocation module 402, configured to allocate, according to the number of users, users to the service execution schemes respectively;
A monitoring module 403, configured to monitor service conversion measurement data of the multiple service execution schemes in respective user groups;
And the adjusting module 404 is configured to adjust the number of users corresponding to the multiple service execution schemes respectively according to the service conversion measurement data corresponding to the multiple service execution schemes respectively.
In an actual application, the service execution scheme may refer to an interface design manner of a target interface, and the target interface may refer to a user interface in which multiple interface display manners are preset.
In one or more embodiments below, the technical solution of the present application is mainly described in detail by taking an interface design manner of an interface with a service execution scheme as a target interface as an example.
The number determining module is specifically configured to determine the number of users corresponding to the multiple interface design modes of the target interface respectively;
The user allocation module is specifically used for allocating users to the plurality of interface design modes according to the number of the users respectively;
The monitoring module is specifically used for monitoring content conversion measurement data of the interface design modes in respective user groups;
The adjustment module is specifically configured to adjust the number of users corresponding to the plurality of interface design modes according to content transformation measurement data corresponding to the plurality of interface design modes.
In some embodiments, the monitoring module is specifically configured to monitor content transformation metrics of the plurality of interface designs in respective user groups at a first time.
In some embodiments, the adjusting module is specifically configured to determine, according to content transformation measurement data corresponding to the plurality of interface design manners, an interface design manner at a first priority level;
increasing the number of users corresponding to the interface design modes of the first priority level, and reducing the number of users corresponding to other interface design modes which are not in the first priority level in the interface design modes;
and reallocating the users for the interface design modes according to the number of the users after the respective adjustment.
In some embodiments, the adjusting module increasing the number of users of the interface design style of the first priority level includes: determining the user increasing proportion of the interface design mode of the first priority according to the content conversion measurement data of the interface design mode of the first priority; and increasing the number of users of the interface design mode of the first priority according to the user increasing proportion.
In some embodiments, the adjusting module reduces the number of users respectively corresponding to the interface design modes in the interface design modes other than the first priority level, where the user is selected from the plurality of interface design modes by the user selection module: dividing the increased number equally according to the increased number of the interface design modes of the first priority level to obtain the decreased number of other interface design modes which are not in the first priority level in the plurality of interface design modes; and reducing the number of users respectively corresponding to the other interface design modes according to the reduction number.
In some embodiments, the adjusting module reduces the number of users respectively corresponding to the other interface designs includes: according to the increased number of the interface design modes of the first priority level and the content conversion measurement data of the other interface design modes, determining the respective decreased number of the other interface design modes; and reducing the number of users respectively corresponding to other interface design modes in the interface design modes according to the respective reduced number of the other interface design modes.
In some embodiments, the adjusting module determines, according to content transformation measurement data corresponding to the plurality of interface design manners, an interface design manner of the first priority level includes: and taking the interface design mode of which the content conversion measurement data meets the conversion requirement as the interface design mode of the first priority according to the content conversion measurement data respectively corresponding to the plurality of interface design modes.
In some embodiments, the adjusting module, according to the content transformation measurement data corresponding to the plurality of interface design manners, takes the interface design manner in which the content transformation measurement data meets the transformation requirement as the interface design manner of the first priority level, where the interface design manner includes:
Judging whether content conversion measurement data respectively corresponding to the interface design modes meet conversion requirements or not; if an interface design mode meeting the conversion requirement exists, taking the interface design mode meeting the conversion requirement as an interface design mode of a first priority level; if at least two interface design modes meeting the conversion requirements exist, monitoring content conversion measurement data in respective user groups in a second time by the at least two interface design modes meeting the conversion requirements; and taking the interface design mode of which the content transformation measurement data continuously meets the preset condition in the second time as the interface design mode of the first priority level in the at least two interface design modes.
In some embodiments, the adjusting module reallocates the users for the plurality of interface design modes according to the number of users after respective adjustment, including:
And distributing the user in the user groups of the other interface design modes to the interface design modes with the first priority according to the number of the users after the respective adjustment.
In some embodiments, the number determining module is specifically configured to equally divide the total number of users according to the total number of the plurality of execution schemes to obtain the number of users respectively corresponding to the plurality of execution schemes.
The information processing apparatus may execute the information processing method described in the embodiment shown in fig. 1 or fig. 2, and its implementation principle and technical effects are not repeated. The specific manner in which the respective modules, units, and operations of the information processing apparatus in the above embodiments are performed has been described in detail in the embodiments concerning the method, and will not be described in detail here.
In one possible design, the information processing apparatus of the embodiment shown in fig. 4 may be implemented as a processing device, which may include a storage component 501 and a processing component 502 as shown in fig. 5;
The storage component 501 stores one or more computer instructions for execution by the processing component call.
The processing component 502 is configured to:
determining the number of users corresponding to the service execution schemes respectively;
Respectively distributing the user for the service execution schemes according to the respective user quantity;
monitoring service conversion measurement data of the service execution schemes in respective user groups;
and according to the service conversion measurement data respectively corresponding to the plurality of service execution schemes, adjusting the number of the users respectively corresponding to the plurality of service execution schemes, and reallocating the use users for the plurality of service execution schemes.
Optionally, in a practical application, the service execution scheme refers to an interface design manner of the target interface,
Thus, alternatively, the processing component 502 may be specifically configured to:
determining the number of users corresponding to a plurality of interface design modes of a target interface respectively;
respectively distributing the users for the interface design modes according to the respective user quantity;
monitoring content conversion measurement data of the interface design modes in respective user groups;
And adjusting the number of users corresponding to the interface design modes according to the content conversion measurement data corresponding to the interface design modes respectively, and reallocating the users for the interface design modes.
Wherein the processing component 502 can include one or more processors to execute computer instructions to perform all or part of the steps of the methods described above. Of course, the processing component may also be implemented as one or more Application Specific Integrated Circuits (ASICs), digital Signal Processors (DSPs), digital Signal Processing Devices (DSPDs), programmable Logic Devices (PLDs), field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic elements for executing the methods described above.
Storage component 501 is configured to store various types of data to support operations at a processing device. The memory component may be implemented by any type or combination of volatile or nonvolatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk.
Of course, the processing device may necessarily also include other components, such as input/output interfaces, communication components, and the like.
The input/output interface provides an interface between the processing component and a peripheral interface module, which may be an output device, an input device, etc.
The communication component is configured to facilitate wired or wireless communication between the processing device and other devices, and the like.
The embodiment of the application also provides a computer readable storage medium storing a computer program, which when executed by a computer, can implement the information processing method of the embodiment shown in fig. 1.
The embodiment of the application also provides a computer readable storage medium storing a computer program, which when executed by a computer can implement the information processing method of the embodiment shown in fig. 2.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, which are not repeated herein.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present application, and are not limiting; although the application has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application.
Claims (10)
1. An information processing method, characterized by comprising:
determining the number of users corresponding to a plurality of interface design modes of a target interface respectively;
respectively distributing the users for the interface design modes according to the respective user quantity;
monitoring content conversion measurement data of the interface design modes in respective user groups;
According to the content conversion measurement data respectively corresponding to the interface design modes, the user quantity respectively corresponding to the interface design modes is adjusted;
And reallocating the users for the interface design modes according to the number of the users after the respective adjustment, and returning the step of monitoring the content conversion measurement data of the interface design modes in the respective user groups to continue to execute.
2. The method of claim 1, wherein monitoring content transformation metrics for the plurality of interface designs in the respective user community comprises:
Content conversion metrics in respective user groups of the plurality of interface design styles are monitored over a first time.
3. The method of claim 1, wherein adjusting the number of users respectively corresponding to the plurality of interface design manners according to the content transformation measurement data respectively corresponding to the plurality of interface design manners comprises:
Determining an interface design mode at a first priority level according to content conversion measurement data respectively corresponding to the plurality of interface design modes;
And increasing the number of users corresponding to the interface design modes of the first priority level, and reducing the number of users corresponding to other interface design modes which are not in the first priority level.
4. The method of claim 3, wherein increasing the number of users of the interface design style of the first priority level comprises:
Determining the user increasing proportion of the interface design mode of the first priority according to the content conversion measurement data of the interface design mode of the first priority;
and increasing the number of users of the interface design mode of the first priority according to the user increasing proportion.
5. The method of claim 3, wherein reducing the number of users respectively corresponding to the other interface designs at the non-first priority level comprises:
Dividing the increased number equally according to the increased number of the interface design modes of the first priority level to obtain the decreased number of other interface design modes of the first priority level;
and reducing the number of users respectively corresponding to the other interface design modes according to the reduction number.
6. The method of claim 3, wherein determining the interface design style at the first priority level based on the content transformation metrics corresponding to the plurality of interface design styles, respectively, comprises:
And taking the interface design mode of which the content conversion measurement data meets the conversion requirement as the interface design mode of the first priority level according to the content conversion measurement data respectively corresponding to the plurality of interface design modes.
7. The method of claim 3, wherein said reassigning the use users for the plurality of interface design patterns according to the number of users after the respective adjustments comprises:
And distributing the user in the user groups of the other interface design modes to the interface design modes with the first priority according to the number of the users after the respective adjustment.
8. The method of claim 1, wherein determining the number of users to which the plurality of interface designs of the target interface correspond respectively comprises:
and equally dividing the total number of users according to the total number of the interface design modes to obtain the number of users respectively corresponding to the interface design modes.
9. An information processing method, characterized by comprising:
determining the number of users corresponding to the service execution schemes respectively;
Respectively distributing the user for the service execution schemes according to the respective user quantity;
monitoring service conversion measurement data of the service execution schemes in respective user groups;
According to the service conversion measurement data respectively corresponding to the plurality of service execution schemes, the user quantity respectively corresponding to the plurality of service execution schemes is adjusted;
and reallocating the use users for the service execution schemes according to the number of the users after the respective adjustment, and returning the step of monitoring the service conversion measurement data of the service execution schemes in the respective user groups to continue to execute.
10. An information processing apparatus, characterized by comprising:
The number determining module is used for determining the number of users corresponding to the multiple interface design modes of the target interface respectively;
The user allocation module is used for allocating the users to the interface design modes according to the number of the users;
The monitoring module is used for monitoring content conversion measurement data of the interface design modes in the user groups;
And the adjusting module is used for adjusting the number of the users corresponding to the interface design modes according to the content conversion measurement data corresponding to the interface design modes respectively, reallocating the users for the interface design modes according to the number of the users after the adjustment, and triggering the monitoring module to continue to execute.
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