A method and system for switching mobile phone application themes

Abstract

The invention discloses a method and system for switching themes of mobile phone applications, and relates to the technical field of mobile phone applications, including a control center, wherein the control center is connected with a program acquisition module, an operation processing module, an intelligent analysis module and a comprehensive switching module; the program acquisition module is used to collect comprehensive usage information; in the operation processing module, the comprehensive usage information is structurally converted to obtain preview information factors, and construction extraction coefficients are set to perform change coordination and set arrangement to obtain a wave layer coefficient matrix; in the intelligent analysis module, the preview information factors are coefficient updated and sorted through the wave layer coefficient matrix to obtain a theme coefficient value sequence; in the comprehensive switching module, the theme coefficient value sequence is digital-text converted to obtain a theme type sequence, and the theme type sequence is program-switched to obtain a replacement theme strategy; the theme switching speed is greatly improved, the user experience is optimized, and the personalized needs of users are met.

Description

Technical Field

[0001] The present invention relates to the technical field of mobile phone applications, and in particular to a method and system for switching mobile phone application themes. Background Art

[0002] A mobile app theme is a set of preset interface visual elements, including colors, fonts, icons, background images and other design elements, which together determine the visual style and user experience of the app interface. App themes allow users to change the visual effects of the app based on their personal preferences or usage scenarios, thereby providing a more personalized experience.

[0003] The operation of the existing mobile phone application theme switching method is relatively complicated, and the user needs to go through multiple steps to complete the switching. There is a lack of smooth transition effect when switching, which affects the user experience. When switching themes, due to theme compatibility issues, some application interface elements may be displayed abnormally and there may be layout problems. At the same time, as the design and trends change, the application theme may need to be updated, but the existing theme updates are not timely enough to meet user needs. Therefore, it is necessary to provide a simple, flexible and personalized mobile phone application theme switching method to solve the above problems and improve user satisfaction. To this end, a mobile phone application theme switching method and system are now provided. Summary of the invention

[0004] The purpose of the present invention is to provide a method and system for switching mobile phone application themes.

[0005] The purpose of the present invention can be achieved through the following technical solutions:

[0006] A mobile phone application theme switching system includes a control center, wherein the control center is connected to a program acquisition module, an operation processing module, an intelligent analysis module and a comprehensive switching module;

[0007] The program collection module is used to collect information from the user's mobile phone to obtain comprehensive usage information;

[0008] The process of obtaining the coordination index includes:

[0009] Set a filtering time period, filter and reorganize the comprehensive usage information according to the obtained filtering time period, and obtain preview information data;

[0010] Performing structural transformation on the obtained preview information data to obtain preview information factors;

[0011] The structure extraction coefficient is set, and the obtained structure extraction coefficient is varied and coordinated to obtain the coordination index.

[0012] The process of obtaining the wave layer coefficient matrix includes:

[0013] According to the obtained coordination index, the construction extraction coefficient is coordinated and statistically analyzed to obtain the coordination interval;

[0014] According to the obtained coordination index and coordination interval, wave system extraction is performed on the structure extraction coefficient to obtain wave layer parameters;

[0015] According to the obtained wave layer parameters, the structure extraction coefficient is decomposed into wave systems to obtain the wave layer extraction coefficient segments;

[0016] The obtained wave layer extraction coefficient segments are collectively arranged to obtain a wave layer coefficient matrix.

[0017] The process of obtaining the swap preview matrix includes:

[0018] Update the preview information factor coefficients according to the obtained wave layer coefficient matrix to obtain a preview coefficient matrix;

[0019] Perform expected averaging on the obtained preview coefficient matrix to obtain a single-column coefficient averaging value;

[0020] Assimilate and coordinate the preview coefficient matrix according to the obtained single-column coefficient averaged value to obtain a coordination coefficient matrix;

[0021] The obtained coordination coefficient matrix is ​​exchanged and matched to obtain a exchange preview matrix.

[0022] The process of obtaining the sequence of topic coefficient values ​​includes:

[0023] A two-dimensional rectangular coordinate system is constructed according to the set screening time period, a swap coefficient curve is generated according to the obtained swap preview matrix, and the obtained swap coefficient curve is uploaded to the two-dimensional rectangular coordinate system to obtain a dynamic swap coefficient graph;

[0024] Setting a comparison period according to the obtained screening time period, obtaining a dynamic swap coefficient diagram within the comparison period, and performing component analysis on the obtained swap coefficient diagram to obtain coefficient component values;

[0025] The obtained coefficient component values ​​are sorted based on the comparison period to obtain a sequence of subject coefficient values.

[0026] The process for obtaining a replacement theme policy includes:

[0027] The obtained theme coefficient value sequence is uploaded to the control center, and the control center converts the theme coefficient value sequence into digital text to obtain the theme type sequence;

[0028] The obtained theme type sequences are screened for the same type to obtain a recommended theme sequence, and the user's mobile phone program is switched according to the recommended theme sequence to obtain a replacement theme strategy.

[0029] The process of switching programs on the user's mobile phone according to the recommended theme sequence includes:

[0030] Construct a virtual theme interface according to the user's mobile phone, upload the obtained virtual theme interface to the user's mobile phone, and set an inquiry statistics window according to the virtual theme interface;

[0031] The recommended subject sequence is virtually run through the virtual subject interface, and the virtual subject interface is run and judged according to the query statistics window to obtain the judgment result;

[0032] The determination result includes closing the virtual theme interface and not closing the virtual theme interface;

[0033] When the determination result is to close the virtual subject interface, the virtual operation of the virtual subject interface is terminated, and the recommended subject sequence is virtually operated through the virtual subject interface in the next screening time period, and the operation determination is performed on the virtually operated virtual subject interface until the determination result is not to close the virtual subject interface, and the virtually operated virtual subject interface is queried and collected to obtain the query result, which includes switching the subject and not switching the subject temporarily;

[0034] The virtual theme interface is switched based on the query result to obtain a recommended switching theme.

[0035] The process of switching and determining the virtual theme interface according to the query result includes:

[0036] When the query result is not to switch the topic temporarily, the virtual topic interface is closed, and a postponed recommendation response is sent to the control center, and an expected operation instruction is generated according to the postponed recommendation response;

[0037] Inquiries are collected according to the expected running instructions to obtain inquiry results. When the inquiry result is not to switch the theme temporarily, the process of obtaining the inquiry result is repeated until the inquiry result selected by the user is to switch the theme, and the recommended theme running on the virtual theme interface is marked as the switching recommended theme, and the obtained switching recommended theme is uploaded to the control center, and a theme switching instruction is sent to the theme application end through the control center. The theme of the user's mobile phone is switched according to the received theme switching instruction, and a replacement theme strategy is generated according to the process of obtaining the switching recommended theme.

[0038] Based on the above mobile phone application theme switching system, the present invention also provides a mobile phone application theme switching method, including the following steps:

[0039] Step 1: Collect information from the user's mobile phone to obtain comprehensive usage information;

[0040] Step 2: Screen, reorganize and transform the comprehensive use information to obtain preview information factors, set the structure extraction coefficient and coordinate the changes to obtain the coordination index, coordinate statistics and wave system extraction of the structure extraction coefficient through the coordination index to obtain the wave layer parameters, decompose and arrange the structure extraction coefficient according to the wave layer parameters to obtain the wave layer coefficient matrix;

[0041] Step 3: Update the coefficients of the preview information factor according to the wave layer coefficient matrix to obtain the preview coefficient matrix, perform expected averaging and transposition matching on the preview coefficient matrix to obtain the transposition preview matrix, generate a dynamic transposition coefficient graph according to the transposition preview matrix, perform component analysis and sorting, and obtain the theme coefficient value sequence;

[0042] Step 4: The control center performs digital-text conversion on the theme coefficient value sequence to obtain a theme type sequence, performs similar screening on the theme type sequence to obtain a recommended theme sequence, switches the program of the user's mobile phone according to the recommended theme sequence, and obtains a replacement theme strategy.

[0043] Compared with the prior art, the present invention has the following beneficial effects:

[0044] Perform structural transformation on the collected comprehensive usage information to obtain preview information factors, set structural extraction coefficients for change coordination and set arrangement, obtain wave layer coefficient matrix, update and sort the preview information factors through the wave layer coefficient matrix, and obtain the theme coefficient value sequence; obtain the user's preferred theme type according to the user's preferences and common types and make recommendations to meet the user's personalized needs;

[0045] The theme coefficient value sequence is converted from digital to text to obtain the theme type sequence, and the theme type sequence is switched programmatically to obtain the replacement theme strategy; the replaced application theme is displayed in a virtual interface to facilitate users to intuitively see the theme effect and improve user satisfaction; the application theme is switched by executing instructions, which greatly reduces the complexity of operation and improves the speed of theme switching. BRIEF DESCRIPTION OF THE DRAWINGS

[0046] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0047] Figure 1 It is a schematic diagram of the present invention. DETAILED DESCRIPTION

[0048] The technical solution of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0049] like Figure 1 As shown, a mobile phone application theme switching system includes a control center, and the control center is connected to a program acquisition module, an operation processing module, an intelligent analysis module and a comprehensive switching module;

[0050] The program collection module is used to collect comprehensive usage information, and the specific process includes:

[0051] Collect information from users’ mobile phones to obtain comprehensive usage information;

[0052] Furthermore, the information collection means collecting data information generated by the mobile phone used by the user to obtain comprehensive usage information, and the comprehensive usage information includes user basic data, user behavior data and theme usage data, wherein the user basic data represents the personal basic information of the user using the mobile phone, including the user's age, user gender and user's favorite keywords, and the user behavior data includes theme usage time, user operation records, frequency of theme use and theme style preference.

[0053] The operation processing module is used to perform structural conversion on the comprehensive use information, obtain preview information factors, set structural extraction coefficients for change coordination and set arrangement, and obtain the wave layer coefficient matrix. The specific process includes:

[0054] Set a filtering time period, filter and reorganize the comprehensive usage information according to the obtained filtering time period, and obtain preview information data;

[0055] Further, the screening and reorganization means screening out the subject information related to the user's mobile phone from the obtained comprehensive usage information, wherein "related to the user's mobile phone" means a mobile phone object of the selected user, marking the corresponding user basic data for the mobile phone object, i.e., the user's mobile phone, combining and classifying the user behavior data and subject usage data as a group according to the data information contained in an application theme applied by a user's mobile phone within a screening time period, obtaining the user behavior data and subject usage data corresponding to an application theme of the user's mobile phone within a screening time period, i.e., preview information data, and associating the obtained preview information with the corresponding application theme; the preview information data includes periodic behavior data and periodic subject usage data;

[0056] Performing structural transformation on the obtained preview information data to obtain preview information factors;

[0057] Further, the structural conversion indicates that the obtained preview information data is subjected to signal conversion, that is, the obtained preview information data is converted into data in the form of a signal, namely, a preview information factor, wherein, according to the preview information data representing the periodic behavior data and periodic theme usage data of an application theme corresponding to a user's mobile phone within a screening time period, the preview information factor obtained by the structural conversion is a periodic behavior factor and a periodic theme usage factor corresponding to an application theme within a screening time period;

[0058] In particular, if n application themes are used in a screening period, there are n corresponding preview information factors, where n=1, 2, 3, ..., u1, u1 is a positive integer;

[0059] Setting a construction extraction coefficient, wherein the construction extraction coefficient is expressed in a function form;

[0060] The obtained structural extraction coefficients are subjected to variation coordination to obtain a coordination index;

[0061] Furthermore, the change coordination expression control structure extracts the scaling and translation transformation of coefficients in the time dimension and the frequency dimension, and marks the distance of the scaling and translation transformation to obtain the coordination index;

[0062] According to the obtained coordination index, the construction extraction coefficient is coordinated and statistically analyzed to obtain the coordination interval;

[0063] Furthermore, the coordination statistics represent that the distance between two adjacent coordination indexes is counted in constructing the extraction coefficient to obtain the coordination interval;

[0064] According to the obtained coordination index and coordination interval, the structure extraction coefficient is subjected to wave system extraction to obtain the wave layer parameters, which are marked as B, where: , Y represents the length of the preview information factor, G represents the coefficient length of the constructed extraction coefficient, m represents the coordination interval, a represents the number of coordination intervals in the constructed extraction coefficient, and z represents the coordination index, " " indicates the rounding up symbol;

[0065] According to the obtained wave layer parameters, the structure extraction coefficient is decomposed into wave systems to obtain the wave layer extraction coefficient segments;

[0066] Further, the wave system decomposition means that the structure extraction coefficient is divided equally according to the number of wave layer parameters obtained to obtain wave layer extraction coefficient segments of equal length, and the number of the obtained wave layer extraction coefficient segments is the same as the wave layer parameters;

[0067] The obtained wave layer extraction coefficient segments are collectively arranged to obtain a wave layer coefficient matrix;

[0068] Further, the set arrangement means sorting the obtained wave layer extraction coefficients to form a matrix of i rows and j columns, wherein i=1, 2, 3, ..., u2, u2 is a positive integer, and j=1, 2, 3, ..., u3, u3 is a positive integer;

[0069] The wave layer extraction coefficient segments are organized into a matrix according to the order of wave system decomposition, that is, the wave layer extraction coefficient segments are placed in the corresponding positions in sequence, and the wave layer extraction coefficient segment at the i-th row and j-th column is marked as ;

[0070] In particular, if the matrix of i rows and j columns cannot be completely constructed, the empty positions are filled with 0, where the empty positions mean that after the matrix of i rows and j columns is constructed, there are empty positions but no wave layer extraction coefficient segments to fill them, so they need to be filled with 0.

[0071] The intelligent analysis module is used to update and sort the preview information factors through the wave layer coefficient matrix to obtain the theme coefficient value sequence. The specific process includes:

[0072] Update the preview information factor coefficients according to the obtained wave layer coefficient matrix to obtain a preview coefficient matrix;

[0073] It should be further explained that, in the specific implementation process, the coefficient updating process includes:

[0074] The preview information factor is multiplied by the wave layer coefficient matrix to obtain the preview coefficient matrix, wherein the multiplication operation means multiplying the preview information factor by each element of the wave layer coefficient matrix to obtain the element value at the corresponding position, which is recorded as the preview coefficient value, and the obtained preview coefficient value is marked as ,in, , L represents the preview information factor, Represents the preview coefficient value of the i-th row and j-th column;

[0075] In particular, according to "if the matrix of i rows and j columns cannot be completely formed, the empty positions are filled with 0", if there is an element position of 0 in the wave layer coefficient matrix, when the preview information factor is multiplied by the wave layer coefficient matrix, the element position of 0 continues to be kept as 0;

[0076] Perform expected averaging on the obtained preview coefficient matrix to obtain a single-column coefficient averaging value;

[0077] Furthermore, the expected average means that in the preview coefficient matrix, the average value of all elements in each column is calculated, that is, the average value of the single-column coefficient, and the obtained average value of the single-column coefficient is marked as ,in, ;

[0078] Assimilate and coordinate the preview coefficient matrix according to the obtained single-column coefficient averaged value to obtain a coordination coefficient matrix;

[0079] Furthermore, the assimilation coordination means that in the preview coefficient matrix, each column is taken as a group, and the averaged value of the single column coefficient of the corresponding column is subtracted respectively to obtain the assimilation preview value corresponding to the preview coefficient value of each position, and the obtained assimilation preview value is marked as ,in, , and replace the preview coefficient value at the original position with the obtained assimilated preview value, until all preview coefficient values ​​in the preview coefficient matrix are replaced, and the coordination coefficient matrix is ​​obtained;

[0080] The obtained coordination coefficient matrix is ​​exchanged and matched to obtain an exchange preview matrix, and the obtained exchange preview matrix is ​​marked as H, where: , represents the coordination coefficient matrix, represents the matrix transpose of the coordination coefficient matrix;

[0081] It should be further explained that, in the specific implementation process, the obtained swap preview matrix is ​​obtained by conversion based on the preview information data, then according to "obtaining the user behavior data and theme usage data corresponding to an application theme of the user's mobile phone within a screening time period, that is, the preview information data", it can be obtained that a swap coordination matrix corresponds to the user behavior data and theme usage data included in an application theme within the screening time period;

[0082] A two-dimensional rectangular coordinate system is constructed according to the set screening time period, a swap coefficient curve is generated according to the obtained swap preview matrix, and the obtained swap coefficient curve is uploaded to the two-dimensional rectangular coordinate system to obtain a dynamic swap coefficient graph;

[0083] Setting a comparison period according to the obtained screening time period, wherein the comparison period is composed of a plurality of continuous screening time periods;

[0084] Obtain a dynamic swap coefficient graph within the comparison period, perform component analysis on the obtained swap coefficient graph, obtain coefficient component values, and mark the obtained coefficient component values ​​as ,in, , e represents the number of the application theme, that is, the number of the swap coefficient curve corresponding to a swap preview matrix, e(t) represents the swap coefficient curve, dt represents the differential of t, and t represents the horizontal axis sampling point corresponding to the swap coefficient curve on the dynamic swap coefficient graph;

[0085] Furthermore, “performing component analysis on the obtained swap coefficient graph” means obtaining all dynamic swap coefficient graphs within the comparison period, performing component analysis on each dynamic swap coefficient graph respectively, and associating the obtained coefficient component values ​​with the application theme corresponding to the dynamic swap coefficient graph;

[0086] Based on the comparison period, the obtained coefficient component values ​​are sorted in descending order to obtain a subject coefficient value sequence;

[0087] Furthermore, the subject coefficient value sequence includes the ordering of the coefficient component values ​​corresponding to all dynamically swapped coefficient graphs within the comparison period.

[0088] The comprehensive switching module is used to convert the theme coefficient value sequence into digital text, obtain the theme type sequence, perform program switching on the theme type sequence, and obtain the replacement theme strategy. The specific process includes:

[0089] The obtained theme coefficient value sequence is uploaded to the control center, and the control center converts the theme coefficient value sequence into digital text to obtain the theme type sequence;

[0090] Further, the digital-text conversion means obtaining the application theme associated with each coefficient component value in the theme coefficient value sequence, replacing each coefficient component value in the theme coefficient value sequence with the corresponding application theme, that is, a theme type sequence, which indicates the degree of use of each application theme by the user's mobile phone. The higher the sequence ranking, the more the user uses the application theme. When switching the application theme of the user's mobile phone, the user is recommended to switch to the relevant type of theme;

[0091] Perform similar screening on the obtained topic type sequences to obtain recommended topic sequences;

[0092] Furthermore, the same type screening means recording the top r application topics as recommended topics to form an r-ranked recommended topic sequence;

[0093] Switch the program of the user's mobile phone according to the obtained recommended theme sequence to obtain a replacement theme strategy;

[0094] It should be further explained that, in the specific implementation process, the process of program switching includes:

[0095] Building a virtual theme interface according to the user's mobile phone, and uploading the obtained virtual theme interface to the user's mobile phone;

[0096] Furthermore, the constructed virtual theme interface is synchronously generated according to the existing application interface in the mobile phone, that is, the same user mobile phone operations can be realized in the virtual theme interface, including all software programs installed in the user's mobile phone, which are used to display recommended themes, that is, the user first experiences the recommended themes included in the recommended theme sequence through the virtual theme interface, and does not apply them to the mobile phone. Only all functions and usage effects of the recommended themes are fully displayed in the virtual theme interface for the user to operate and experience in the virtual theme interface;

[0097] Set up the inquiry statistics window according to the constructed virtual subject interface;

[0098] Further, the inquiry statistics window is a window set at the bottom of the virtual theme interface, which is used to display inquiry content for the user to select, wherein the inquiry content is whether to close the virtual theme interface;

[0099] The recommended subject sequence is virtually run through the virtual subject interface, and the virtual subject interface is run and judged according to the set inquiry statistics window to obtain the judgment result;

[0100] The determination result includes closing the virtual theme interface and not closing the virtual theme interface;

[0101] Furthermore, the virtual operation means that the recommended topics are displayed in the virtual topic interface in sequence according to the order of the recommended topic sequence, and only one recommended topic is displayed in each virtual operation. If the current recommended topic does not meet the user's switching requirements, the next virtual operation is performed, and the next ranked recommended topic in the recommended topic sequence is displayed in the virtual topic interface;

[0102] The operation judgment means that during the virtual operation of the virtual theme interface, a user is provided with a selection through a set inquiry statistics window. If the user clicks the inquiry statistics window, it means that the virtual theme interface needs to be closed, and the judgment result is to close the virtual theme interface, that is, the user does not need to switch the application theme at the current moment; if the user does not click the inquiry statistics window, it means that the user allows the virtual theme interface to continue to run virtually and switch the application theme, and the judgment result is not to close the virtual theme interface;

[0103] When the judgment result is to close the virtual theme interface, the virtual operation of the virtual theme interface on the recommended theme is terminated, and the virtual operation of the recommended theme sequence is performed again through the virtual theme interface in the next screening time period, and the operation judgment is performed on the virtually operated virtual theme interface until the judgment result is not to close the virtual theme interface, and the virtually operated virtual theme interface is queried and collected to obtain the query result, which includes switching the theme and not switching the theme temporarily;

[0104] Further, the query collection indicates that the user runs the recommended themes in sequence through the virtual theme interface, and sets a switching window when running each recommended theme, wherein the switching window indicates whether to switch the currently applied theme;

[0105] The obtained switching window is sent to the user through the control center, and the user makes a selection according to the received switching window to obtain the query result;

[0106] According to the query results obtained, a switching decision is made on the virtual theme interface to obtain a switching recommended theme;

[0107] It should be further explained that, in a specific implementation process, the switching determination process includes:

[0108] When the query result is not to switch the topic temporarily, the virtual topic interface is closed, that is, the topic switching recommendation is ended, and a postponed recommendation response is sent to the control center, and an expected operation instruction is generated according to the obtained postponed recommendation response;

[0109] The suspended recommendation response indicates that the switching of the recommended theme is suspended at the current time, indicating that the user does not need to switch the application theme of the mobile phone at the current time;

[0110] The expected operation instruction indicates uploading the virtual theme interface to the user's mobile phone in the next screening time period, uploading the next ranked recommended theme in the recommended theme sequence to the virtual theme interface, and virtually operating the virtual theme interface;

[0111] Performing query collection according to the expected running instructions obtained to obtain the query result, if the query result is still not to switch the theme temporarily, repeating the process of obtaining the query result until the query result selected by the user is to switch the theme, then switching the current application theme to the recommended theme;

[0112] In particular, each inquiry collection corresponds to a recommended topic in the recommended topic sequence in the virtual topic interface, and each inquiry collection is performed in sequence according to the order of the recommended topic sequence; for example, if the recommended topic of the current inquiry ranks fifth in the recommended topic sequence, then the recommended topic of the next inquiry collection ranks sixth in the recommended topic sequence;

[0113] When the query result is to switch the theme, the recommended theme running on the virtual theme interface is marked as the switching recommended theme, the obtained switching recommended theme is uploaded to the control center, and the control center sends a theme switching instruction to the theme application end, and the user's mobile phone is switched according to the received theme switching instruction;

[0114] Furthermore, the theme application terminal represents the official theme store that comes with the user's mobile phone;

[0115] A replacement theme strategy is generated according to the process of obtaining the recommended theme for switching, and the theme of the user's mobile phone is switched according to the obtained replacement theme strategy.

[0116] Based on the above mobile phone application theme switching system, the present invention also provides a mobile phone application theme switching method, including the following steps:

[0117] Step 1: Collect information from the user's mobile phone to obtain comprehensive usage information;

[0118] Step 2: Screen, reorganize and transform the comprehensive use information to obtain preview information factors, set the structure extraction coefficient and coordinate the changes to obtain the coordination index, coordinate statistics and wave system extraction of the structure extraction coefficient through the coordination index to obtain the wave layer parameters, decompose and arrange the structure extraction coefficient according to the wave layer parameters to obtain the wave layer coefficient matrix;

[0119] Step 3: Update the coefficients of the preview information factor according to the wave layer coefficient matrix to obtain the preview coefficient matrix, perform expected averaging and transposition matching on the preview coefficient matrix to obtain the transposition preview matrix, generate a dynamic transposition coefficient graph according to the transposition preview matrix, perform component analysis and sorting, and obtain the theme coefficient value sequence;

[0120] Step 4: The control center performs digital-text conversion on the theme coefficient value sequence to obtain a theme type sequence, performs similar screening on the theme type sequence to obtain a recommended theme sequence, switches the program of the user's mobile phone according to the recommended theme sequence, and obtains a replacement theme strategy.

[0121] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. A mobile phone application theme switching system, comprising a control center, characterized in that: The control center is connected to a program acquisition module, an operation processing module, an intelligent analysis module and a comprehensive switching module; The program collection module is used to collect information from the user's mobile phone to obtain comprehensive usage information; The comprehensive usage information includes user basic data, user behavior data and subject usage data; The operation processing module is used to screen, reorganize and structurally transform the comprehensive usage information to obtain preview information factors; Screening and reorganization refers to screening out the subject information related to the user's mobile phone from the obtained comprehensive usage information, combining and classifying the user behavior data and subject usage data within a screening period according to the data information contained in an application theme applied by a user's mobile phone as a group, obtaining the user behavior data and subject usage data corresponding to an application theme of the user's mobile phone within a screening period as preview information data, and associating the obtained preview information with the corresponding application theme; The structural conversion means performing signal conversion on the obtained preview information data; Set the construction extraction coefficient and coordinate the changes to obtain the coordination index; The process of obtaining the coordination index includes: Set a filtering time period, filter and reorganize the comprehensive usage information according to the obtained filtering time period, and obtain preview information data; Performing structural transformation on the obtained preview information data to obtain preview information factors; Setting a structural extraction coefficient, performing change coordination on the obtained structural extraction coefficient, and obtaining a coordination index; Through the coordination index, the structural extraction coefficients are coordinated and counted and the wave system is extracted to obtain the wave layer parameters. According to the wave layer parameters, the structural extraction coefficients are decomposed and arranged in a set to obtain the wave layer coefficient matrix. The intelligent analysis module is used to update the coefficients of the preview information factor according to the wave layer coefficient matrix to obtain the preview coefficient matrix, perform expected averaging and transposition matching on the preview coefficient matrix to obtain the transposed preview matrix, generate a dynamic transposition coefficient graph according to the transposed preview matrix, perform component analysis and sorting, and obtain a theme coefficient value sequence; The comprehensive switching module is used to convert the theme coefficient value sequence into digital text through the control center to obtain the theme type sequence, screen the theme type sequence for the same type to obtain the recommended theme sequence, switch the program of the user's mobile phone according to the recommended theme sequence, and obtain the replacement theme strategy; The process of switching programs on the user's mobile phone according to the recommended theme sequence includes: Construct a virtual theme interface according to the user's mobile phone, upload the obtained virtual theme interface to the user's mobile phone, and set an inquiry statistics window according to the virtual theme interface; The recommended subject sequence is virtually run through the virtual subject interface, and the virtual subject interface is run and judged according to the query statistics window to obtain the judgment result; The determination result includes closing the virtual theme interface and not closing the virtual theme interface; When the determination result is to close the virtual subject interface, the virtual operation of the virtual subject interface is terminated, and the recommended subject sequence is virtually operated through the virtual subject interface in the next screening time period, and the operation determination is performed on the virtually operated virtual subject interface until the determination result is not to close the virtual subject interface, and the virtually operated virtual subject interface is queried and collected to obtain the query result, which includes switching the subject and not switching the subject temporarily; The virtual theme interface is switched based on the query result to obtain a recommended switching theme.

2. A mobile phone application theme switching system according to claim 1, characterized in that: The process of obtaining the wave layer coefficient matrix includes: According to the obtained coordination index, the construction extraction coefficient is coordinated and statistically analyzed to obtain the coordination interval; According to the obtained coordination index and coordination interval, wave system extraction is performed on the structure extraction coefficient to obtain wave layer parameters; According to the obtained wave layer parameters, the structure extraction coefficient is decomposed into wave systems to obtain the wave layer extraction coefficient segments; The obtained wave layer extraction coefficient segments are collectively arranged to obtain a wave layer coefficient matrix.

3. A mobile phone application theme switching system according to claim 2, characterized in that: The process of obtaining the swap preview matrix includes: Update the preview information factor coefficients according to the obtained wave layer coefficient matrix to obtain a preview coefficient matrix; Perform expected averaging on the obtained preview coefficient matrix to obtain a single-column coefficient averaging value; Assimilate and coordinate the preview coefficient matrix according to the obtained single-column coefficient averaged value to obtain a coordination coefficient matrix; The obtained coordination coefficient matrix is ​​exchanged and matched to obtain a exchange preview matrix.

4. A mobile phone application theme switching system according to claim 3, characterized in that: The process of obtaining the sequence of topic coefficient values ​​includes: A two-dimensional rectangular coordinate system is constructed according to the set screening time period, a swap coefficient curve is generated according to the obtained swap preview matrix, and the obtained swap coefficient curve is uploaded to the two-dimensional rectangular coordinate system to obtain a dynamic swap coefficient graph; Setting a comparison period according to the obtained screening time period, obtaining a dynamic swap coefficient diagram within the comparison period, and performing component analysis on the obtained swap coefficient diagram to obtain coefficient component values; The obtained coefficient component values ​​are sorted based on the comparison period to obtain a sequence of subject coefficient values.

5. A mobile phone application theme switching system according to claim 1, characterized in that: The process for obtaining a replacement theme policy includes: The obtained theme coefficient value sequence is uploaded to the control center, and the control center converts the theme coefficient value sequence into digital text to obtain the theme type sequence; The obtained theme type sequences are screened for the same type to obtain a recommended theme sequence, and the user's mobile phone program is switched according to the recommended theme sequence to obtain a replacement theme strategy.

6. A mobile phone application theme switching system according to claim 5, characterized in that: The process of switching and determining the virtual theme interface according to the query result includes: When the query result is not to switch the topic temporarily, the virtual topic interface is closed, and a postponed recommendation response is sent to the control center, and an expected operation instruction is generated according to the postponed recommendation response; Inquiries are collected according to the expected running instructions to obtain inquiry results. When the inquiry result is not to switch the theme temporarily, the process of obtaining the inquiry result is repeated until the inquiry result selected by the user is to switch the theme, and the recommended theme running on the virtual theme interface is marked as the switching recommended theme, and the obtained switching recommended theme is uploaded to the control center, and a theme switching instruction is sent to the theme application end through the control center. The theme of the user's mobile phone is switched according to the received theme switching instruction, and a replacement theme strategy is generated according to the process of obtaining the switching recommended theme.

7. The method for switching application themes of a mobile phone application themes switching system according to any one of claims 1 to 6, characterized in that: The following steps are involved: Step 1: Collect information from the user's mobile phone to obtain comprehensive usage information; Step 2: Screen, reorganize and transform the comprehensive use information to obtain preview information factors, set the structure extraction coefficient and coordinate the changes to obtain the coordination index, coordinate statistics and wave system extraction of the structure extraction coefficient through the coordination index to obtain the wave layer parameters, decompose and arrange the structure extraction coefficient according to the wave layer parameters to obtain the wave layer coefficient matrix; Step 3: Update the coefficients of the preview information factor according to the wave layer coefficient matrix to obtain the preview coefficient matrix, perform expected averaging and transposition matching on the preview coefficient matrix to obtain the transposition preview matrix, generate a dynamic transposition coefficient graph according to the transposition preview matrix, perform component analysis and sorting, and obtain the theme coefficient value sequence; Step 4: The control center performs digital-text conversion on the theme coefficient value sequence to obtain a theme type sequence, performs similar screening on the theme type sequence to obtain a recommended theme sequence, switches the program of the user's mobile phone according to the recommended theme sequence, and obtains a replacement theme strategy.

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