CN113467673A - Mobile terminal interface arrangement method, device, equipment and storage medium - Google Patents
Mobile terminal interface arrangement method, device, equipment and storage medium Download PDFInfo
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Abstract
The invention relates to the field of UI (user interface) design and discloses a mobile terminal interface arrangement method, device, equipment and storage medium. The method comprises the following steps: retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period; monitoring each module component in the first layout file, calculating monitoring data corresponding to each module component, obtaining user operation information corresponding to the mobile terminal interface, and performing preference analysis on user operation habits corresponding to the mobile terminal interface to obtain a user preference analysis result; adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit; and reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface. The method and the device improve the flexibility of the interface arrangement of the mobile terminal, adjust the interface layout according to the use habits of the user, and improve the experience of the user.
Description
Technical Field
The invention relates to the field of UI (user interface) design, in particular to a mobile terminal interface arrangement method, device, equipment and storage medium.
Background
The method comprises the steps that a developer provides a preset display interface and function logic for each application program in the mobile terminal application, a manufacturer changes the frame range of the application program in the function range according to the analysis of a product manager of the manufacturer, the user operation habit of a user is considered to be changed, the user cannot self-define the style of the whole application interface, the user cannot set the display interface according to the operation logic habit of the user, corresponding interface operation must be carried out according to a route preset by the application developer, the target application program and function entries are found step by step, the display customization degree of the mobile terminal interface used by each user is insufficient, and the arrangement mode of the existing mobile terminal interface is not flexible.
Disclosure of Invention
The invention mainly aims to solve the technical problem that the arrangement mode of the existing mobile terminal interface is not flexible enough.
The invention provides a mobile terminal interface arrangement method in a first aspect, which comprises the following steps:
retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, wherein the first layout file comprises each application in the mobile terminal interface and each functional module component in each application;
monitoring each module component, and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface;
according to the user operation information, performing preference analysis on the user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface;
adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit;
and reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
Optionally, in a first implementation manner of the first aspect of the present invention, the monitoring each module component, and calculating monitored data corresponding to each module component, to obtain user operation information corresponding to the mobile terminal interface includes:
when a user operation instruction corresponding to each module component is received, inquiring an operation event corresponding to the user operation instruction;
and calculating operation indexes corresponding to the module components according to the operation events, and counting the operation indexes to obtain user operation information corresponding to the mobile terminal interface.
Optionally, in a second implementation manner of the first aspect of the present invention, the performing, according to the user operation information, a preference analysis on a user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface includes:
calculating preference weight of each module component corresponding to the user operation habit according to the user operation information, and generating a display graph of each module component corresponding to the user operation habit according to the user operation information;
and fitting and comparing the display graph with a preset display reference graph, and adjusting the preference weight according to the result of fitting and comparing to obtain a user preference analysis result corresponding to the mobile terminal interface.
Optionally, in a third implementation manner of the first aspect of the present invention, the calculating, according to the user operation information, a preference weight of each module component corresponding to a user operation habit includes:
according to the user operation information, determining the click frequency, click time, browsing time and jump logic corresponding to each module component;
according to the click frequency, the click time, the browsing time and the jump logic, sequentially calculating index preference weights corresponding to the module components, wherein the index preference weights comprise a click frequency weight, a click time weight, a browsing time weight and a jump weight;
and counting the preference weight of each index to obtain the preference weight of each module component corresponding to the operation habit of the user.
Optionally, in a fourth implementation manner of the first aspect of the present invention, the adjusting the first layout file according to the result of the user preference analysis to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit includes:
calculating the preset target position of each module component according to the user preference analysis result;
calculating the moving track of each module component during adjustment according to the preset original position and the target position of each module component;
and writing the moving track into the first layout file to obtain a second layout file of the moving end interface corresponding to the operation habit of the user.
Optionally, in a fifth implementation manner of the first aspect of the present invention, after the reflecting the second layout file to the mobile terminal interface to rearrange the module components on the mobile terminal interface, the method further includes:
acquiring second layout files of a plurality of preset time periods, and performing aggregation analysis on the second layout files of each time period to obtain a third layout file of the mobile terminal interface of each time period corresponding to the user operation habit;
and when the next time period is reached, reflecting the corresponding third layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
Optionally, in a sixth implementation manner of the first aspect of the present invention, after the reflecting the second layout file to the mobile end interface to rearrange the module components on the mobile end interface, the method further includes:
receiving user gesture user operation information corresponding to a second layout file, and generating a trigger instruction of the second layout file according to the user gesture user operation information;
writing the trigger instruction into the second layout file;
and when the trigger instruction is received, reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
A second aspect of the present invention provides a mobile terminal interface layout apparatus, including:
the system comprises a retrieval module, a reflection module and a reflection module, wherein the retrieval module is used for retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, and the first layout file comprises applications in the mobile terminal interface and module components of functions in the applications;
the calculation module is used for monitoring each module component and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface;
the preference analysis module is used for carrying out preference analysis on the user operation habits corresponding to the mobile terminal interface according to the user operation information to obtain a user preference analysis result corresponding to the mobile terminal interface;
the adjusting module is used for adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit;
and the reflection module is used for reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
Optionally, in a first implementation manner of the second aspect of the present invention, the calculation module includes:
the query unit is used for querying an operation event corresponding to the user operation instruction when the user operation instruction corresponding to each module component is received;
and the counting unit is used for calculating the operation indexes corresponding to the module components according to the operation events, and counting the operation indexes to obtain the user operation information corresponding to the mobile terminal interface.
Optionally, in a second implementation manner of the second aspect of the present invention, the preference analysis module includes:
the first calculation unit is used for calculating preference weight of each module component corresponding to the user operation habit according to the user operation information and generating a display graph of each module component corresponding to the user operation habit according to the user operation information;
and the fitting unit is used for fitting and comparing the display graph with a preset display reference graph and adjusting the preference weight according to the result of fitting and comparing to obtain a user preference analysis result corresponding to the mobile terminal interface.
Optionally, in a third implementation manner of the second aspect of the present invention, the computing unit is further configured to:
according to the user operation information, determining the click frequency, click time, browsing time and jump logic corresponding to each module component; according to the click frequency, the click time, the browsing time and the jump logic, sequentially calculating index preference weights corresponding to the module components, wherein the index preference weights comprise a click frequency weight, a click time weight, a browsing time weight and a jump weight; and counting the preference weight of each index to obtain the preference weight of each module component corresponding to the operation habit of the user.
Optionally, in a fourth implementation manner of the second aspect of the present invention, the adjusting module includes:
the second calculation unit is used for calculating the preset target position of each module component according to the user preference analysis result;
the third calculating unit is used for calculating the moving track of each module component during adjustment according to the preset original position and the target position of each module component;
and the writing unit is used for writing the moving track into the first layout file to obtain a second layout file of the moving end interface corresponding to the operation habit of the user.
Optionally, in a fifth implementation manner of the second aspect of the present invention, the mobile terminal interface arranging apparatus further includes:
the aggregation analysis module is used for acquiring second layout files of a plurality of preset time periods, and performing aggregation analysis on the second layout files of each time period to obtain a third layout file of the mobile terminal interface of each time period corresponding to the operation habit of the user;
and the first rearrangement module is used for reflecting the corresponding third layout file to the mobile terminal interface when the next time period is reached so as to rearrange the module components on the mobile terminal interface.
Optionally, in a sixth implementation manner of the second aspect of the present invention, the mobile terminal interface arranging apparatus further includes:
the generating module is used for receiving user gesture user operation information corresponding to a second layout file and generating a triggering instruction of the second layout file according to the user gesture user operation information;
the second rearrangement module is used for writing the trigger instruction into the second layout file; and when the trigger instruction is received, reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
A third aspect of the present invention provides a mobile terminal interface arrangement apparatus, including: a memory and at least one processor, the memory having instructions stored therein; the at least one processor calls the instructions in the memory to enable the mobile terminal interface arrangement device to execute the mobile terminal interface arrangement method.
A fourth aspect of the present invention provides a computer-readable storage medium having stored therein instructions, which, when run on a computer, cause the computer to execute the above-described mobile terminal interface arranging method.
According to the technical scheme, a first layout file of a current mobile terminal interface is retrieved through a preset reflection method, then each module component in the first layout file is monitored, monitored data are collected, user operation information of the mobile terminal interface is calculated according to the monitored data, preference analysis is conducted on operation habits of a user on the mobile terminal interface through the user operation information, the first layout file is adjusted, a second layout file is obtained, the module components on the mobile terminal interface are rearranged according to the operation habits of the user, flexible arrangement of the mobile terminal interface can be achieved, the mobile terminal interface is adjusted according to the operation habits of the user, and user experience is improved.
Drawings
Fig. 1 is a schematic diagram of a first embodiment of a mobile terminal interface layout method according to an embodiment of the present invention;
FIG. 2 is a diagram of a second embodiment of a mobile terminal interface layout method according to an embodiment of the present invention;
fig. 3 is a schematic diagram of a first embodiment of a mobile terminal interface layout apparatus according to an embodiment of the present invention;
fig. 4 is a schematic diagram of a second embodiment of a mobile terminal interface arranging apparatus according to an embodiment of the present invention;
fig. 5 is a schematic diagram of an embodiment of a mobile terminal interface arrangement device in an embodiment of the present invention.
Detailed Description
The embodiment of the invention provides a mobile terminal interface arrangement method, a mobile terminal interface arrangement device, equipment and a storage medium, wherein a first layout file of a mobile terminal interface is retrieved by a preset reflection method every preset period; monitoring each module component in the first layout file, and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to a mobile terminal interface; according to the user operation information, performing preference analysis on the user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface; adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit; and reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface. The method and the device improve the flexibility of the interface arrangement of the mobile terminal, adjust the interface layout according to the use habits of the user, and improve the experience of the user.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims, as well as in the drawings, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It will be appreciated that the data so used may be interchanged under appropriate circumstances such that the embodiments described herein may be practiced otherwise than as specifically illustrated or described herein. Furthermore, the terms "comprises," "comprising," or "having," and any variations thereof, are intended to cover non-exclusive inclusions, 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.
For convenience of understanding, a specific flow of the embodiment of the present invention is described below, and referring to fig. 1, a first embodiment of a method for arranging a mobile terminal interface according to the embodiment of the present invention includes:
101. retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, wherein the first layout file comprises each application in the mobile terminal interface and each functional module component in each application;
it is to be understood that the execution subject of the present invention may be a mobile terminal interface arrangement apparatus, and may also be a terminal or a server, which is not limited herein. The embodiment of the present invention is described by taking a server as an execution subject.
In this embodiment, the first layout file of the mobile terminal interface may be retrieved by writing a script code, for example, by using Reflection (Reflection) in JAVA language, and searching for an object (including a class, an attribute, and a method) of a corresponding module component by using names of module components of each application and each function in the mobile terminal interface, so as to obtain the corresponding first layout file. The first layout file refers to an initial layout file of the mobile terminal interface, and may be a layout file of the mobile terminal interface rearranged in a previous round, or an original layout file provided by a developer.
Specifically, the first layout file describes applications displayed on each page in the mobile terminal interface, such as the main page 1 displaying the application a1-a12, the main page 2 displaying the application a13-a24, and so on; the first layout file also describes the functional logic of each application program, and comprises a plurality of functional entry descriptions.
102. Monitoring each module component, and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface;
in this embodiment, operations of the user on each module component, such as button clicking, page sliding, mouse scrolling, etc., are monitored in real time, and the corresponding monitored data is calculated and arranged into user operation information of the user on the mobile interface, such as click entry of the user on each application or function, page browsing duration, a skip line of function logic, the number of times of repeated rendering of the interface, the data update frequency of the container component, etc. When a user clicks, slides and rolls the component module, and the small program performs screen saving, rendering, jumping and other operations, corresponding monitoring data is recorded, and the monitoring data in a preset period can be called as user operation information of the user on the interface of the mobile terminal.
For example, the monitored data records that the user clicks the module component corresponding to the application a at different time nodes within a certain time period, slides, inputs and the like after jumping to a page, and after calculating the monitored data, the user operation information of the module component corresponding to the application a by the user can be obtained, for example, the number of clicks is 50, the event type, the page address, the trigger position and the operation time of the corresponding operation behavior, the input content of the input box corresponding to the input event, and the corresponding input time.
103. According to the user operation information, performing preference analysis on the user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface;
in this embodiment, the user operation information includes the click frequency, click time, browsing time, and skip logic of the user on the module components of each application and function in the mobile terminal interface, and through this kind of operation index, the user operation habit of the user on the mobile terminal interface is subjected to preference analysis, and the applications, functions, browsing contents, and the like that are commonly used by the user are determined, and the applications, functions, browsing contents, and the like that are commonly used by the user in different time periods can be further determined, that is, the user preference analysis result of yoghort on the mobile terminal interface is obtained.
104. Adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit;
in this embodiment, the positions of the module assemblies are rearranged according to the arrangement priorities of the module assemblies corresponding to the applications and the functions, and the first layout file is adjusted according to the determined arrangement positions, so that a second layout file, which is used by the user to the user operation habit of the mobile terminal interface, can be obtained. The second layout file is used for adjusting the positions of each module component and the pre-arranged module components in the first layout file, and can be represented in the following two ways, one way is to directly inherit the first layout file, replace the original arrangement positions of the module components in the first layout file with the arrangement positions of the pre-arranged module components, and the other way is to calculate the arrangement position conversion relation between each module component and the pre-arranged module components in the first layout file, write the arrangement position conversion relation into a newly added blank table in the first layout file, obtain the second layout file, and adjust the layout of each module component in the first layout file through the newly added table.
105. And reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
In this embodiment, according to a reflection relationship between the layout file and the rendering effect of the mobile terminal interface, the second layout file is directly reflected to the mobile terminal interface, and for the second layout file directly inheriting the first layout file, the mobile terminal interface is directly re-rendered according to the second layout file, that is, the module components on the mobile terminal interface can be re-arranged; and for the second layout file written in the module component arrangement position conversion relation, when the user opens the mobile end interface according to the movement track of the module components, the module component layout corresponding to the first layout file is transited to the module component layout corresponding to the second layout file through the animation movement effect, and the module components on the mobile end interface can be rearranged.
In the embodiment of the invention, a first layout file of the current mobile terminal interface is retrieved by a preset reflection method, then each module component in the first layout file is monitored, the monitored data is collected, then the user operation information of the mobile terminal interface is calculated according to the monitored data, the preference analysis is carried out on the operation habit of the user on the mobile terminal interface through the user operation information, the first layout file is adjusted according to the preference analysis, the second layout file is obtained, the module components on the mobile terminal interface are rearranged according to the operation habit of the user, the flexible arrangement of the mobile terminal interface can be realized, the mobile terminal interface is adjusted according to the operation habit of the user, and the user experience is improved.
Referring to fig. 2, a second embodiment of the method for arranging a mobile terminal interface according to the embodiment of the present invention includes:
201. retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, wherein the first layout file comprises each application in the mobile terminal interface and each functional module component in each application;
202. when a user operation instruction corresponding to each module component is received, inquiring an operation event corresponding to the user operation instruction;
203. calculating operation indexes corresponding to the module components according to the operation events, and counting the operation indexes to obtain user operation information corresponding to the mobile terminal interface;
in this embodiment, the operation event refers to an attribute of a user executing a page operation behavior in a module component of the mobile terminal page, and may include an input event and a non-input event. Illustratively, the input event may be a click or selection of a module component, such as an editable input box or a modification box in the page, and the non-input event may be a click on a module component, such as a button, a link, or an image of the page.
And if the user operation instruction is an effective user operation instruction, acquiring an operation event of the module component operation behavior by adopting a monitoring script plug-in. The event type of the operation behavior can be determined according to the interface identifier and the triggering position of the operation behavior. For example: after clicking a certain position in the middle area of a page with the page identifier of 400 in the interface by the user A, automatically jumping to the page with the page identifier of 401 by the page, and judging that a jump key corresponds to the triggering position of the clicking action according to the page identifier and the coordinate information of the triggering position of the user at the page identifier of 400.
In this embodiment, a plurality of operation indexes in the module component are calculated according to the queried operation event, where the operation indexes include click frequency, click time, browsing time, and skip logic of the user on each component module. The click frequency refers to the click frequency of a module within a preset period, the click time refers to the time for a user to click a component module, the browsing time refers to the time for the user to continuously browse after jumping to a corresponding page, the jump logic refers to the time for the user to enter a target function module component, and the application module component and the function module component which need to be clicked are, for example, the jump logic is: [ Module component of application A, Module component of function B, Module component of function C ].
204. Calculating preference weight of each module component corresponding to the user operation habit according to the user operation information, and generating a display graph of each module component corresponding to the user operation habit according to the user operation information;
205. fitting and comparing the display graph with a preset display reference graph, and adjusting the preference weight according to the result of fitting and comparing to obtain a user preference analysis result corresponding to the mobile terminal interface;
in the embodiment, the user operation habits of each module component are expressed in two ways, one way is expressed in a preference weight way, wherein different operation indexes are expressed in different preference weights; and the other mode is that the display graphics of the user operation habits of the module component are represented by the user, namely pictures in the module component representation range can comprise icons, advertisement materials, commodities, word introductions and the like, and the preference degree of the user to different module components is determined according to the fitting contrast of different display graphics and preset display reference graphics, wherein the preset display reference graphics can be one or more display graphics with the highest browsing quantity of the user.
Specifically, when the displayed graph and the preset displayed reference graph are subjected to fitting comparison, the graph can be converted into a binary character string, then the positive distribution and the negative distribution are subjected to fitting comparison to obtain a contrast ratio, and the preference weight is subjected to addition or subtraction of an equal proportion coefficient according to the contrast ratio to obtain a new preference weight.
And finally, sequencing the applications and the module assemblies in the applications again according to the preference weights from large to small, and determining the arrangement priority of the module assemblies corresponding to the applications and the functions, namely the user preference analysis result of the user on the mobile terminal interface.
Specifically, calculating the preference weight of each module component corresponding to the user operation habit according to the user operation information includes:
(1) according to the user operation information, determining the click frequency, click time, browsing time and jump logic corresponding to each module component;
(2) according to the click frequency, the click time, the browsing time and the jump logic, sequentially calculating index preference weights corresponding to the module components, wherein the index preference weights comprise a click frequency weight, a click time weight, a browsing time weight and a jump weight;
(3) and counting the preference weight of each index to obtain the preference weight of each module component corresponding to the operation habit of the user.
In this embodiment, different operation indexes may be represented by corresponding preference weights, where the operation indexes may be determined from user operation information, including click frequency, click time, browsing time, and skip logic of each module component by a user, and are calculated from collected monitoring data when monitoring the module components; calculating a corresponding index preference weight according to the operation index comprises: the click frequency weight, the click time weight, the browse time weight and the jump weight, wherein the sum of the preference weights of all indexes is less than or equal to 1. And adding the preference weights of the indexes to obtain the preference weight of the user to the user operation habit of each module component.
206. Calculating the preset target position of each module component according to the user preference analysis result;
207. calculating the moving track of each module component during adjustment according to the preset original position and the target position of each module component;
208. writing the moving track into the first layout file to obtain a second layout file of the moving end interface corresponding to the operation habit of the user;
in this embodiment, in the process of adjusting the layout, a module moving track is formed according to the corresponding combination of the original position and the target position of the module assembly, and a better flow executing process is provided for the user through the animation moving effect. In the mobile terminal interface, the corresponding module component layout can be a × b and comprises c same pages, the positions of the module components are represented by (ai, bj, ck), comparison is carried out according to the positions of the module components in the first layout file and the target positions of the module components which are pre-adjusted, and the moving tracks of the module components are represented by position transformation vectors of the module components. And writing the position transformation vector of each module component into a preset blank table in the first layout file to obtain a second layout file of the user operation habit of the user on the mobile terminal interface.
209. And reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
In this embodiment, not only the module components on the mobile terminal interface can be rearranged according to the current operation habits of the user, but also the mobile terminal interface can be rearranged according to the operation habits of the user at different time intervals, and the specific implementation method is as follows:
(1) acquiring second layout files of a plurality of preset time periods, and performing aggregation analysis on the second layout files of each time period to obtain a third layout file of the mobile terminal interface of each time period corresponding to the user operation habit;
(2) and when the next time period is reached, reflecting the corresponding third layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
In this embodiment, for a possible situation of rearrangement of the mobile terminal interface, the use states of the mobile terminal by users in different time periods are different, for example, the time periods T1-T2 are in the working state, the time periods T12-T3 are in the leisure state, the time periods T3-T4 are in the learning state, and the like, the mobile terminal interface may exhibit different module component layouts, that is, different types of second layout files may exist in different time periods; the layout characteristics of the module components corresponding to the second layout files in each time period can be determined by performing aggregation analysis on the second layout files in each time period so as to represent the user operation habits of the user on the mobile terminal interface in each time period; and then displaying the corresponding third layout file at different time periods, namely, adaptively adjusting the use habit of the user on the mobile terminal interface.
In addition, gestures can be input into different second layout files, and later-stage users can automatically change the layout of the module components of the mobile terminal interface directly according to the gestures, and the method specifically comprises the following steps:
(1) receiving user gesture user operation information corresponding to a second layout file, and generating a trigger instruction of the second layout file according to the user gesture user operation information;
(2) writing the trigger instruction into the second layout file;
(3) and when the trigger instruction is received, reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
In this embodiment, for another possible situation of the rearrangement of the mobile terminal interface, the user may store the layout of the mobile terminal interface corresponding to the second layout file through different gestures, and in the actual operation process, the user may select the second layout file of the target period, add a new gesture operation, generate corresponding user gesture user operation information, limit the trigger condition for the second layout file, and implement the interaction with the arrangement of the mobile terminal interface through the gesture operation.
In the embodiment of the invention, preference analysis on operation habits of a user is specifically introduced, and the rearranged movement track of each module component is calculated according to the preference analysis result so as to transform the interface of the mobile terminal in a smooth mode and improve the experience of the user; in addition, the method also describes that the mobile terminal interfaces can be respectively rearranged in different time periods according to the operation habits of the user in different time periods, and gestures can be input into different mobile terminal interface layouts, so that the mobile terminal interfaces with the corresponding layouts can be opened according to the gestures.
With reference to fig. 3, the method for arranging a mobile terminal interface according to an embodiment of the present invention is described above, and a mobile terminal interface arranging apparatus according to an embodiment of the present invention is described below, where a first embodiment of the mobile terminal interface arranging apparatus according to an embodiment of the present invention includes:
a retrieving module 301, configured to retrieve, every other preset period, a first layout file of a mobile end interface by using a preset reflection method, where the first layout file includes applications in the mobile end interface and module components of functions in the applications; a calculating module 302, configured to monitor each module component, and calculate monitored data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface; a preference analysis module 303, configured to perform preference analysis on a user operation habit corresponding to the mobile terminal interface according to the user operation information, to obtain a user preference analysis result corresponding to the mobile terminal interface; an adjusting module 304, configured to adjust the first layout file according to the user preference analysis result, to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit; a reflection module 305, configured to reflect the second layout file onto the mobile end interface, so as to rearrange module components on the mobile end interface.
In the embodiment of the invention, a first layout file of the current mobile terminal interface is retrieved by a preset reflection method, then each module component in the first layout file is monitored, the monitored data is collected, then the user operation information of the mobile terminal interface is calculated according to the monitored data, the preference analysis is carried out on the operation habit of the user on the mobile terminal interface through the user operation information, the first layout file is adjusted according to the preference analysis, the second layout file is obtained, the module components on the mobile terminal interface are rearranged according to the operation habit of the user, the flexible arrangement of the mobile terminal interface can be realized, the mobile terminal interface is adjusted according to the operation habit of the user, and the user experience is improved.
Referring to fig. 4, a second embodiment of the mobile terminal interface layout apparatus according to the embodiment of the present invention includes:
a retrieving module 301, configured to retrieve, every other preset period, a first layout file of a mobile end interface by using a preset reflection method, where the first layout file includes applications in the mobile end interface and module components of functions in the applications; a calculating module 302, configured to monitor each module component, and calculate monitored data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface; a preference analysis module 303, configured to perform preference analysis on a user operation habit corresponding to the mobile terminal interface according to the user operation information, to obtain a user preference analysis result corresponding to the mobile terminal interface; an adjusting module 304, configured to adjust the first layout file according to the user preference analysis result, to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit; a reflection module 305, configured to reflect the second layout file onto the mobile end interface, so as to rearrange module components on the mobile end interface.
Specifically, the calculating module 302 includes: the query unit 3021 is configured to, when a user operation instruction corresponding to each module component is received, query an operation event corresponding to the user operation instruction; a counting unit 3022, configured to calculate an operation index corresponding to each module component according to the operation event, and count each operation index to obtain user operation information corresponding to the mobile terminal interface.
Specifically, the preference analysis module 303 includes: a first calculating unit 3031, configured to calculate, according to the user operation information, preference weights of the module components corresponding to user operation habits, and generate, according to the user operation information, display graphics of the module components corresponding to the user operation habits; a fitting unit 3032, configured to perform fitting comparison on the display graph and a preset display reference graph, and adjust the preference weight according to a result of the fitting comparison, so as to obtain a user preference analysis result corresponding to the mobile terminal interface.
Specifically, the calculating unit 3031 is further configured to: according to the user operation information, determining the click frequency, click time, browsing time and jump logic corresponding to each module component; according to the click frequency, the click time, the browsing time and the jump logic, sequentially calculating index preference weights corresponding to the module components, wherein the index preference weights comprise a click frequency weight, a click time weight, a browsing time weight and a jump weight; and counting the preference weight of each index to obtain the preference weight of each module component corresponding to the operation habit of the user.
Specifically, the adjusting module 304 includes: a second calculating unit 3041, configured to calculate a pre-adjusted target position of each module component according to the user preference analysis result; a third calculating unit 3042, configured to calculate a moving track of each module assembly during adjustment according to a preset home position and the target position of each module assembly; a writing unit 3043, configured to write the moving track into the first layout file, so as to obtain a second layout file of the moving end interface corresponding to the operation habit of the user.
Specifically, the mobile terminal interface arrangement device further includes: the aggregation analysis module 306 is configured to obtain a plurality of second layout files in a preset time period, and perform aggregation analysis on the second layout files in each time period to obtain a third layout file, corresponding to the user operation habit, of the mobile terminal interface in each time period; a first rearrangement module 307, configured to reflect the corresponding third layout file onto the mobile terminal interface when a next time period is reached, so as to rearrange the module components on the mobile terminal interface.
Specifically, the mobile terminal interface arrangement device further includes: the generating module 308 is configured to receive user gesture user operation information corresponding to a second layout file, and generate a trigger instruction of the second layout file according to the user gesture user operation information; a second rearrangement module 309, configured to write the trigger instruction into the second layout file; and when the trigger instruction is received, reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
In the embodiment of the invention, preference analysis on operation habits of a user is specifically introduced, and the rearranged movement track of each module component is calculated according to the preference analysis result so as to transform the interface of the mobile terminal in a smooth mode and improve the experience of the user; in addition, the method also describes that the mobile terminal interfaces can be respectively rearranged in different time periods according to the operation habits of the user in different time periods, and gestures can be input into different mobile terminal interface layouts, so that the mobile terminal interfaces with the corresponding layouts can be opened according to the gestures.
Fig. 3 and 4 describe the mobile terminal interface layout apparatus in the embodiment of the present invention in detail from the perspective of the modular functional entity, and the mobile terminal interface layout apparatus in the embodiment of the present invention is described in detail from the perspective of hardware processing.
Fig. 5 is a schematic structural diagram of a mobile-side interface layout apparatus 500 according to an embodiment of the present invention, where the mobile-side interface layout apparatus 500 may have a relatively large difference due to different configurations or performances, and may include one or more processors (CPUs) 510 (e.g., one or more processors) and a memory 520, and one or more storage media 530 (e.g., one or more mass storage devices) for storing applications 533 or data 532. Memory 520 and storage media 530 may be, among other things, transient or persistent storage. The program stored in the storage medium 530 may include one or more modules (not shown), each of which may include a series of instruction operations for the mobile terminal interface arrangement apparatus 500. Still further, the processor 510 may be configured to communicate with the storage medium 530, and execute a series of instruction operations in the storage medium 530 on the mobile terminal interface arrangement apparatus 500.
The mobile end interface arrangement apparatus 500 may also include one or more power supplies 540, one or more wired or wireless network interfaces 550, one or more input-output interfaces 560, and/or one or more operating systems 531, such as Windows service, Mac OS X, Unix, Linux, FreeBSD, etc. Those skilled in the art will appreciate that the mobile end interface arrangement apparatus configuration shown in fig. 5 does not constitute a limitation of the mobile end interface arrangement apparatus and may include more or fewer components than shown, or some components in combination, or a different arrangement of components.
The invention further provides a mobile terminal interface arrangement device, which includes a memory and a processor, where the memory stores computer readable instructions, and the computer readable instructions, when executed by the processor, cause the processor to execute the steps of the mobile terminal interface arrangement method in the foregoing embodiments.
The present invention also provides a computer-readable storage medium, which may be a non-volatile computer-readable storage medium, and may also be a volatile computer-readable storage medium, having stored therein instructions, which, when executed on a computer, cause the computer to perform the steps of the mobile terminal interface arranging method.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes 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 invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a read-only memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention 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 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 of the embodiments of the present invention.
Claims (10)
1. A mobile terminal interface arrangement method is characterized by comprising the following steps:
retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, wherein the first layout file comprises each application in the mobile terminal interface and each functional module component in each application;
monitoring each module component, and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface;
according to the user operation information, performing preference analysis on the user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface;
adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit;
and reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
2. The method according to claim 1, wherein the monitoring each module component and calculating monitored data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface comprises:
when a user operation instruction corresponding to each module component is received, inquiring an operation event corresponding to the user operation instruction;
and calculating operation indexes corresponding to the module components according to the operation events, and counting the operation indexes to obtain user operation information corresponding to the mobile terminal interface.
3. The method according to claim 1, wherein the performing, according to the user operation information, a preference analysis on a user operation habit corresponding to the mobile terminal interface to obtain a user preference analysis result corresponding to the mobile terminal interface comprises:
calculating preference weight of each module component corresponding to the user operation habit according to the user operation information, and generating a display graph of each module component corresponding to the user operation habit according to the user operation information;
and fitting and comparing the display graph with a preset display reference graph, and adjusting the preference weight according to the result of fitting and comparing to obtain a user preference analysis result corresponding to the mobile terminal interface.
4. The method for arranging the mobile terminal interface according to claim 3, wherein the calculating the preference weight of each module component corresponding to the user operation habit according to the user operation information includes:
according to the user operation information, determining the click frequency, click time, browsing time and jump logic corresponding to each module component;
according to the click frequency, the click time, the browsing time and the jump logic, sequentially calculating index preference weights corresponding to the module components, wherein the index preference weights comprise a click frequency weight, a click time weight, a browsing time weight and a jump weight;
and counting the preference weight of each index to obtain the preference weight of each module component corresponding to the operation habit of the user.
5. The method according to claim 1, wherein the adjusting the first layout file according to the analysis result of the user preference to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit comprises:
calculating the preset target position of each module component according to the user preference analysis result;
calculating the moving track of each module component during adjustment according to the preset original position and the target position of each module component;
and writing the moving track into the first layout file to obtain a second layout file of the moving end interface corresponding to the operation habit of the user.
6. The moving end interface arranging method according to any one of claims 1 to 5, further comprising, after the reflecting the second layout file onto the moving end interface to rearrange the module components on the moving end interface:
acquiring second layout files of a plurality of preset time periods, and performing aggregation analysis on the second layout files of each time period to obtain a third layout file of the mobile terminal interface of each time period corresponding to the user operation habit;
and when the next time period is reached, reflecting the corresponding third layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
7. The mobile end interface arrangement method according to claim 6, further comprising, after the reflecting the second layout file to the mobile end interface to rearrange the module components on the mobile end interface:
receiving user gesture user operation information corresponding to a second layout file, and generating a trigger instruction of the second layout file according to the user gesture user operation information;
writing the trigger instruction into the second layout file;
and when the trigger instruction is received, reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
8. A mobile-end interface arranging apparatus, comprising:
the system comprises a retrieval module, a reflection module and a reflection module, wherein the retrieval module is used for retrieving a first layout file of a mobile terminal interface by a preset reflection method every other preset period, and the first layout file comprises applications in the mobile terminal interface and module components of functions in the applications;
the calculation module is used for monitoring each module component and calculating monitoring data corresponding to each module component to obtain user operation information corresponding to the mobile terminal interface;
the preference analysis module is used for carrying out preference analysis on the user operation habits corresponding to the mobile terminal interface according to the user operation information to obtain a user preference analysis result corresponding to the mobile terminal interface;
the adjusting module is used for adjusting the first layout file according to the user preference analysis result to obtain a second layout file of the mobile terminal interface corresponding to the user operation habit;
and the reflection module is used for reflecting the second layout file to the mobile terminal interface so as to rearrange the module components on the mobile terminal interface.
9. A mobile-side interface arranging apparatus, comprising: a memory and at least one processor, the memory having instructions stored therein;
the at least one processor invokes the instructions in the memory to cause the mobile-end interface arrangement apparatus to perform the mobile-end interface arrangement method according to any one of claims 1 to 7.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements a mobile terminal interface arranging method according to any one of claims 1 to 7.
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