Tablet computer and mobile phone interaction method and system

By analyzing the historical usage data of tablets and mobile phones, predicting the usage patterns and version update requirements of interactive software, reminding users of appropriate update time, solving the problem of software updates in the existing technology that affect users' normal use, and improving interaction efficiency and user experience.

CN119902958AActive Publication Date: 2025-04-29SHENZHEN TELCONN TECH CO LTD
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Patent Information

Application Number
CN202510298743.X
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-03-13
Publication Date
2025-04-29
Estimated Expiration
2045-03-13

AI Technical Summary

Technical Problem

It is difficult for the prior art to accurately determine whether the version of the interactive software between the tablet and the mobile phone needs to be updated synchronously, resulting in the update of the interactive software that affects the normal use of users and reduces interaction efficiency and user experience.

Method used

By obtaining historical usage data between tablet and mobile phone, analyzing important interaction values, marking important interaction software, counting and analyzing the interaction startup time, predicting the expected startup time and usage time, determining whether the version number is consistent, obtaining update data, calculating the expected update time, and reminding users to update based on the expected update time.

Benefits of technology

It improves the interaction efficiency and quality between the tablet and the mobile phone, ensures the user experience, and avoids unnecessary software updates interfering with the normal use of users.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention discloses an interaction method and system for a tablet personal computer and a mobile phone, and the method comprises the steps: obtaining and analyzing historical use data of interaction between the tablet personal computer and the mobile phone, obtaining an interaction important value, and marking interaction software as important interaction software or unimportant interaction software based on the interaction important value; the method comprises the following steps: acquiring interaction starting time of important interaction software, counting the interaction starting time to obtain an interaction starting time group, analyzing the interaction starting time group to obtain expected starting time and corresponding expected use duration of the interaction software, and acquiring version information of the important interaction software in a tablet personal computer and a mobile phone at two interaction ends. The method comprises the following steps: acquiring a preset updating time length, analyzing the preset updating time length to obtain the preset updating time length, performing data analysis on the preset updating time length and the preset starting time to obtain the preset updating time, and performing updating reminding on a user according to the preset updating time, thereby improving the interaction efficiency and quality between the tablet personal computer and the mobile phone.
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Description

Technical Field

[0001] The present invention relates to the technical field of intelligent device interaction, and in particular to an interaction method and system between a tablet computer and a mobile phone. Background Art

[0002] With the rapid development of mobile Internet technology, tablet computers and mobile phones, as the main intelligent mobile devices, have become indispensable information interaction tools in people's daily lives. However, in the process of interacting with tablet computers and mobile phones, users often encounter a series of problems, which not only affect the smoothness and efficiency of interaction, but also reduce the user experience.

[0003] When users use tablet computers and mobile phones to interact with each other, for commonly used interactive software, since tablet computers and mobile phones may use different operating systems or software versions, version incompatibility problems may occur during the interaction process. Software update is the key to ensuring interaction efficiency. However, existing devices or systems are often unable to accurately judge whether the versions of the interactive software in the devices at both ends of the interaction need to be synchronized. During the interaction process, users usually have a fixed usage pattern for the interactive software, including startup time and usage time. Existing systems find it difficult to accurately predict this time information, and cannot combine the version synchronization information of the interactive software at both ends of the interaction with the predicted user usage pattern to choose the update time for the user, resulting in the update of the interactive software affecting the normal use of the user, making the interaction efficiency and quality between the tablet computer and the mobile phone low, affecting the user experience.

[0004] In view of the above problems, the present invention proposes a method and system for interaction between a tablet computer and a mobile phone. Summary of the invention

[0005] The object of the present invention is to provide a method and system for interaction between a tablet computer and a mobile phone, so as to solve at least one of the above-mentioned problems in the prior art.

[0006] The present invention provides an interaction method between a tablet computer and a mobile phone, comprising the following steps: Acquire historical usage data of the interaction between the tablet computer and the mobile phone, the historical usage data including software used for interaction between the tablet computer and the mobile phone, software interaction usage duration, and interaction start time, analyze the historical usage data to obtain interaction importance values, and mark the interaction software as important interaction software or unimportant interaction software based on the interaction importance values; Obtain the interactive startup time of important interactive software, collect statistics on the interactive startup time, obtain an interactive startup time group, analyze the interactive startup time group according to historical usage data, and obtain the expected startup time of the interactive software and the corresponding expected usage time; Obtain the version numbers of important interactive software in the tablet computer and the mobile phone at both ends of the interaction, compare and determine whether the version numbers are the same. If they are not the same, obtain update data, which includes the update package size required to update the old version of the interactive software to the new version and the current network speed of the update device. Process the update data to obtain the estimated update time; The estimated update duration and the expected startup time are analyzed to obtain the expected update time, and the user is reminded to update according to the obtained expected update time.

[0007] In a second aspect, the present invention provides an interactive system for a tablet computer and a mobile phone, comprising: a software importance judgment module, an interactive startup prediction module, an update analysis prediction module and a user update reminder module.

[0008] The beneficial effects of the present invention are: Obtain historical usage data of the interaction between a tablet computer and a mobile phone, analyze the historical usage data, obtain an interaction importance value, and mark the interaction software as important interaction software or unimportant interaction software based on the interaction importance value; obtain the interaction startup time of the important interaction software, count the interaction startup time, obtain an interaction startup time group, analyze the interaction startup time group according to the historical usage data, obtain the expected startup time of the interaction software and the corresponding expected usage time, obtain the version numbers of the important interaction software in the tablet computer and the mobile phone at both ends of the interaction, compare and determine whether the version numbers are the same, if not, obtain update data, process the update data to obtain an expected update time; perform data analysis on the obtained expected update time and the expected startup time to obtain the expected update time, and remind the user to update according to the obtained expected update time, thereby improving the interaction efficiency and quality between the tablet computer and the mobile phone. BRIEF DESCRIPTION OF THE DRAWINGS

[0009] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings required for use in the description of the embodiments 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 creative work.

[0010] Figure 1 This is a flow chart of a method for interaction between a tablet computer and a mobile phone provided in Embodiment 1 of the present invention; Figure 2 It is a structural schematic diagram of an interactive system between a tablet computer and a mobile phone provided in Embodiment 2 of the present invention; DETAILED DESCRIPTION

[0011] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not 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 should fall within the scope of protection of the present invention.

[0012] Embodiment 1: Figure 1 A flowchart of a method for interacting between a tablet computer and a mobile phone is provided in Embodiment 1 of the present invention. The embodiment of the present invention can be applied to situations where a tablet computer and a mobile phone are used to interact. The method for interacting between a tablet computer and a mobile phone can be executed by an interactive system for interacting between a tablet computer and a mobile phone.

[0013] like Figure 1 As shown, an interactive method between a tablet computer and a mobile phone provided by an embodiment of the present invention specifically includes the following steps: S1. Obtain historical usage data of the interaction between the tablet computer and the mobile phone, wherein the historical usage data includes software used for interaction between the tablet computer and the mobile phone, software interaction usage duration, and interaction start time, analyze the historical usage data to obtain interaction importance values, and mark the interaction software as important interaction software or unimportant interaction software based on the interaction importance values; Specifically, the software used when the tablet computer interacts with the mobile phone is obtained through the device background record, and it is marked as interactive software, and the interactive use time of the interactive software in the historical period is obtained, and the historical period represents a time period starting from the time node when the tablet computer and the mobile phone first interacted and ending at the current time node of the system; Based on any interactive software, the interactive usage time of the interactive software is ratioed to the historical cycle time to obtain the interactive time ratio of the interactive software, which is marked as KX; The current system time and the most recent interactive start time of the interactive software are obtained and the difference is processed to obtain the interactive non-start duration of the interactive software. The obtained interactive non-start duration is compared with the historical cycle duration to obtain the interactive software non-start duration ratio, which is marked as KY. The obtained interaction time ratio KX and non-startup time ratio KY are processed and the formula The interactive importance value DT is obtained, where a1 and a2 are both preset proportional coefficients, where a1=2.314 and a2=1.217; It should be noted that the purpose of the interaction importance value DT is to analyze the interaction usage of the interactive software by the user and the inactive time of the interactive software of the tablet computer and the mobile phone, and then analyze the user's interactive usage of the interactive software, and judge the importance of the interactive software to the user. The larger the interaction importance value, the longer the interactive usage time of the interactive software or the shorter the time since the last interactive usage, the more important the interactive software is to the user; For example, the total duration from the initial interaction between the tablet computer and the mobile phone to the current system time is 100 hours, that is, the historical period duration = 100 hours, the interactive use duration of the interactive software in the historical period is 30 hours, the difference between the current system time and the most recent interactive start time of the software is 20 hours, the calculated interactive time ratio is 0.3, the non-startup time ratio is 0.2, and the interactive importance value DT of the interactive software is calculated to be 2.5417; Compare the obtained interaction importance value with the interaction importance threshold; If the interaction importance value of the interactive software is less than or equal to the interaction importance threshold, the interactive software is marked as unimportant interactive software; If the interaction importance value of the interactive software is greater than the interaction importance threshold, the interactive software is marked as important interactive software; S2. Based on the marked important interactive software, obtain the interactive start time of the important interactive software, count the interactive start time, obtain an interactive start time group, analyze the interactive start time group according to historical usage data, and obtain the expected start time of the interactive software and the corresponding expected usage time; Specifically, based on any important interactive software, the interactive start time of the tablet computer and the mobile phone interactive software on each day in the historical period is obtained, and two of the interactive start times are randomly selected for difference processing and the absolute value is taken to obtain the start time difference between the two interactive start times; Compare the startup time difference between the two interaction startup times with the startup time difference threshold: If the start time difference between the two interaction start times is less than the start time difference threshold, the two interaction start times are classified into one interaction start time group; If the start time difference between the two interaction start times is greater than or equal to the start time difference threshold, no processing is performed; The above operation is performed on all interaction start times in the historical period until the start time difference between no interaction start times is less than the start time difference threshold. If at this time there is an interaction start time that is not included in any interaction start time group, then this interaction start time itself is an interaction start time group. It should be noted that the purpose of the above steps is to combine the interaction start times with similar time in the historical period into one interaction start time group, so as to facilitate the subsequent statistical analysis of a large number of interaction start times; Based on any interaction start time group, the number of interaction start times in the interaction start time group is obtained, and the ratio is processed with the total number of all interaction start times in the historical period to obtain a common coefficient of the interaction start time group; Compare the obtained common coefficient with the common coefficient threshold; If the common coefficient of the interaction start time group is less than or equal to the common coefficient threshold, it means that the number of times the user interacts with the interactive software in the time range included in the interaction start time group is small; If the common coefficient of the interaction start time group is greater than the common coefficient threshold, it means that the number of times the user interacts with the interactive software is large in the time range included in the interaction start time group, and the interaction start time group is marked as a common time group; Based on the obtained common time group, all interaction start times contained in the common time group are obtained, and the sum and average are taken to obtain the expected start time of the interactive software; Obtain the interaction usage durations corresponding to all interaction start times included in the common time group, perform comparative analysis on them, take the maximum interaction usage duration among them, and obtain the expected usage duration corresponding to the expected start time; It should be noted that the expected launch time of important interactive software is not necessarily just one, and users can interactively use tablets and mobile phones multiple times a day; S3, obtaining the version numbers of important interactive software in the tablet computer and the mobile phone at both ends of the interaction, comparing and determining whether the version numbers are the same, and if they are not the same, obtaining update data, the update data including the update package size required to update the old version of the interactive software to the new version and the current network speed of the update device, and processing the update data to obtain an estimated update duration; Based on any important interactive software, obtain the version numbers of the important interactive software in the tablet computer and the mobile phone at both ends of the interaction and compare them; If the version numbers of the interactive software are the same, no processing will be done; If the version numbers of the interactive software are different, an update prediction signal is generated; Based on the generated update prediction signal, for different version numbers of the same interactive software in the tablet computer and the mobile phone at both ends of the interaction, the update package size required to update the old version of the interactive software to the new version of the interactive software is obtained, and the unit is uniformly converted into MB (megabytes); Get the device where the old version of the interactive software is located, get the current network speed of the device, and convert its unit into MBps (megabytes per second); The estimated update time TS is calculated by Estimated update time = Update package size (MB) / Current network speed (MBps), and the unit is seconds (s); Convert the estimated update duration to hours (h), minutes (min), and seconds. For example, if the estimated update duration is 5421s, it is converted to 1h30min21s. If the estimated update duration is 1834s, it is converted to 30min34s. S4. Based on the obtained estimated update duration and expected startup time, determine whether there is an interactive software update period that does not affect the normal interactive use of the user within a day. If so, calculate the expected update time. If not, generate an immediate update reminder signal, and remind the user to update according to the obtained expected update time or the immediate update reminder signal. Based on any important interactive software, determine whether the important interactive software is in use. If it is in use, do not perform any operation. If the software is not in use, obtain all expected startup times within one day after the current system time and sort them in chronological order. Obtain the expected startup time closest to the current time, mark it as the first expected startup time, calculate the interval between the first expected startup time and the current time, and mark it as the first interval duration; Based on any two adjacent expected startup times, calculate the interval between the adjacent expected startup times, mark it as the second interval duration, obtain the expected usage duration corresponding to the previous expected startup time between the adjacent expected startup times, perform difference processing on the second interval duration and the expected usage duration, and obtain the second actual interval duration; Based on any important interactive software, compare the estimated update duration of the important interactive software with the first interval duration; If the first interval duration is longer than the expected update duration, the update needs to be performed before the first expected startup time, where the expected update time = the first expected startup time - the expected update duration; If the first interval duration is less than or equal to the expected update duration, then compare the second actual interval duration between the first expected start time and its adjacent expected start time with the expected update duration: If the second actual interval duration is longer than the expected update duration, the update needs to be performed before the next expected start time between the adjacent expected start times, and the expected update time = the next expected start time - the expected update duration; If the second actual interval duration is less than or equal to the expected update duration, continue to search backward until a second actual interval duration that meets the condition is found or there is no next expected start time; If there is no next expected start time, the expected update time is marked as updated immediately; It should be noted that the purpose of the steps is to prevent the update of the old version of the interactive software from affecting the normal use of the user. The purpose of updating the old version of the interactive software is to synchronize the interactive software versions in the devices at both ends of the interaction and improve the interaction efficiency and quality between the two ends of the interaction. Based on the steps, an update reminder is generated for the user, and if the user agrees to update, the update of the old version of the interactive software is started at the expected update time; The technical solution of the embodiment of the present invention is: obtaining historical usage data of the interaction between a tablet computer and a mobile phone, analyzing the historical usage data to obtain an interaction importance value, and marking the interaction software as important interaction software or unimportant interaction software based on the interaction importance value; obtaining the interaction startup time of the important interaction software, counting the interaction startup time to obtain an interaction startup time group, analyzing the interaction startup time group according to the historical usage data to obtain the expected startup time and the corresponding expected usage time of the interaction software, obtaining the version numbers of the important interaction software in the tablet computer and the mobile phone at both ends of the interaction, comparing and judging whether the version numbers are the same, if not the same, obtaining update data, processing the update data to obtain an expected update time; performing data analysis on the obtained expected update time and the expected startup time to obtain the expected update time, and reminding the user to update according to the obtained expected update time, thereby improving the interaction efficiency and quality between the tablet computer and the mobile phone.

[0014] Embodiment 2: Figure 2 As shown, an interactive system between a tablet computer and a mobile phone provided by an embodiment of the present invention includes: Software importance judgment module: obtains historical usage data of the interaction between the tablet computer and the mobile phone, the historical usage data includes the software used for interaction between the tablet computer and the mobile phone, the software interaction usage duration and the interaction start time, analyzes the historical usage data to obtain the interaction importance value, and marks the interaction software as important interaction software or unimportant interaction software based on the interaction importance value; Interaction startup prediction module: obtains the interaction startup time of important interactive software, counts the interaction startup time, obtains the interaction startup time group, analyzes the interaction startup time group according to historical usage data, and obtains the expected startup time of the interactive software and the corresponding expected usage time; Update analysis and prediction module: obtain the version numbers of important interactive software in the tablet computer and mobile phone at both ends of the interaction, compare and determine whether the version numbers are the same, if not, obtain update data, the update data includes the update package size required to update the old version of the interactive software to the new version and the current network speed of the update device, and process the update data to obtain the estimated update time; User update reminder module: performs data analysis on the estimated update duration and expected startup time to obtain the expected update time, and reminds users to update based on the expected update time.

[0015] The above formulas are all dimensionless and numerical calculations. The formula is a formula for the most recent real situation obtained by collecting a large amount of data and performing software simulation. The preset parameters in the formula are set by technicians in this field according to actual conditions.

[0016] The above is a detailed description of an embodiment of the present invention, but the content is only a preferred embodiment of the present invention and cannot be considered to limit the scope of implementation of the present invention. All equivalent changes and improvements made within the scope of the present invention should still fall within the scope of the patent coverage of the present invention.

Claims

1. A method for interaction between a tablet computer and a mobile phone, characterized in that: The following steps are involved: Acquire historical usage data of the interaction between the tablet computer and the mobile phone, the historical usage data including software used for interaction between the tablet computer and the mobile phone, software interaction usage duration, and interaction start time, analyze the historical usage data to obtain interaction importance values, and mark the interaction software as important interaction software or unimportant interaction software based on the interaction importance values; Obtain the interactive startup time of important interactive software, collect statistics on the interactive startup time, obtain an interactive startup time group, analyze the interactive startup time group according to historical usage data, and obtain the expected startup time of the interactive software and the corresponding expected usage time; Obtain the version numbers of important interactive software in the tablet computer and the mobile phone at both ends of the interaction, compare and determine whether the version numbers are the same. If they are not the same, obtain update data, which includes the update package size required to update the old version of the interactive software to the new version and the current network speed of the update device. Process the update data to obtain the estimated update time; The expected startup time and the current system time are analyzed to obtain the first interval duration and the second interval duration, and data analysis is performed on them and the expected update duration to obtain the expected update time, and the user is reminded to update according to the obtained expected update time.

2. The method for interaction between a tablet computer and a mobile phone according to claim 1, characterized in that: The specific method of marking the interactive software as important interactive software or unimportant interactive software is: Compare the obtained interaction importance value with the interaction importance threshold; If the interaction importance value of the interactive software is less than or equal to the interaction importance threshold, the interactive software is marked as unimportant interactive software; If the interaction importance value of the interactive software is greater than the interaction importance threshold, the interactive software is marked as important interactive software.

3. The method for interaction between a tablet computer and a mobile phone according to claim 2, characterized in that: The specific method for obtaining the interaction importance value is: The obtained interaction duration ratio KX and the non-startup duration ratio KY are processed, and the interaction importance value DT is obtained through the formula.

4. The method for interaction between a tablet computer and a mobile phone according to claim 3, characterized in that: The specific method of obtaining the interaction time ratio KX and the non-startup time ratio KY is as follows: Obtain the software used when the tablet computer interacts with the mobile phone through the device background record, mark it as interactive software, and obtain the interactive use time of the interactive software in the historical period, where the historical period represents a time period starting from the time node when the tablet computer and the mobile phone first interacted and ending at the current time node of the system; Based on any interactive software, the interactive usage time of the interactive software is processed by ratio processing with the historical cycle time to obtain the interactive time ratio of the interactive software, which is marked as KX; The current system time and the most recent interactive start time of the interactive software are obtained and the difference is processed to obtain the interactive non-start time of the interactive software. The obtained interactive non-start time is ratioed with the historical cycle time to obtain the interactive software non-start time ratio, which is marked as KY.

5. The method for interaction between a tablet computer and a mobile phone according to claim 1, characterized in that: The specific method of obtaining the expected startup time and the corresponding expected usage time is: Based on the obtained common time group, all interaction start times contained in the common time group are obtained, and the sum and average are taken to obtain the expected start time of the interactive software; The interaction usage durations corresponding to all interaction start times included in the common time group are obtained, and compared and analyzed to obtain the maximum interaction usage duration to obtain the expected usage duration corresponding to the expected start time.

6. The method for interaction between a tablet computer and a mobile phone according to claim 5, characterized in that: The specific method of obtaining the commonly used time group is as follows: Based on any important interactive software, obtain the interactive startup time of the tablet computer and the mobile phone interactive software every day in the historical period, take any two interactive startup times, perform difference processing and take the absolute value, and obtain the startup time difference between the two interactive startup times; Compare the startup time difference between the two interaction startup times with the startup time difference threshold: If the start time difference between the two interaction start times is less than the start time difference threshold, the two interaction start times are classified into one interaction start time group; The above operation is performed for all interaction start times in the historical period until the start time difference between no interaction start times is less than the start time difference threshold. If at this time there is an interaction start time that is not included in any interaction start time group, then this interaction start time itself is an interaction start time group. Based on any interaction start time group, the number of interaction start times in the interaction start time group is obtained, and the ratio is processed with the total number of all interaction start times in the historical period to obtain a common coefficient of the interaction start time group; Compare the obtained common coefficient with the common coefficient threshold; If the common coefficient of the interaction start time group is greater than the common coefficient threshold, it means that the number of times the user interacts with the interactive software is large in the time range included in the interaction start time group, and the interaction start time group is marked as a common time group.

7. The method for interaction between a tablet computer and a mobile phone according to claim 1, characterized in that: The specific method for obtaining the estimated update duration is as follows: Based on any important interactive software, obtain the version numbers of the important interactive software in the tablet computer and the mobile phone at both ends of the interaction and compare them; If the version numbers of the interactive software are different, an update prediction signal is generated; Based on the generated update prediction signal, for different version numbers of the same interactive software in the tablet computer and the mobile phone at both ends of the interaction, the update package size required to update the old version of the interactive software to the new version of the interactive software is obtained, and the unit is uniformly converted into MB; Get the device where the old version of the interactive software is located, get the current network speed of the device, and convert its unit into MBps; The estimated update time TS is calculated by Estimated update time = Update package size / Current network speed, and its unit is seconds; The estimated update duration is converted into a duration expressed in hours, minutes, and seconds.

8. The method for interaction between a tablet computer and a mobile phone according to claim 1, characterized in that: The specific method for obtaining the first interval duration and the second actual interval duration is: Based on any important interactive software, determine whether the important interactive software is in use. If it is in use, do not perform any operation. If the software is not in use, obtain all expected startup times within one day after the current system time and sort them in chronological order. Obtain the expected startup time closest to the current time, mark it as the first expected startup time, calculate the interval between the first expected startup time and the current time, and mark it as the first interval duration; Based on any two adjacent expected startup times, calculate the interval between the adjacent expected startup times, mark it as the second interval duration, obtain the expected usage time corresponding to the previous expected startup time between the adjacent expected startup times, perform difference processing on the second interval duration and the expected usage time, and obtain the second actual interval duration.

9. The method for interaction between a tablet computer and a mobile phone according to claim 1, characterized in that: The specific method of obtaining the update reminder for the user is: Based on any important interactive software, compare the estimated update duration of the important interactive software with the first interval duration; If the first interval duration is longer than the expected update duration, the update needs to be performed before the first expected startup time. The expected update time = the first expected startup time - the expected update duration. If the first interval duration is less than or equal to the expected update duration, then compare the second actual interval duration between the first expected start time and its adjacent expected start time with the expected update duration: If the second actual interval duration is longer than the expected update duration, the update needs to be performed before the next expected start time between the adjacent expected start times, and the expected update time = the next expected start time - the expected update duration; If the second actual interval duration is less than or equal to the expected update duration, continue to search backward until a second actual interval duration that meets the condition is found or there is no next expected start time; If there is no next expected start time, the expected update time is marked as updated immediately; Based on the steps, an update reminder is generated for the user. If the user agrees to update, the update of the old version of the interactive software is started at the expected update time.

10. An interactive system between a tablet computer and a mobile phone, the system being used to implement the interactive method according to any one of claims 1 to 9, characterized in that: include: Software importance judgment module: obtains historical usage data of the interaction between the tablet computer and the mobile phone, the historical usage data includes the software used for interaction between the tablet computer and the mobile phone, the software interaction usage duration and the interaction start time, analyzes the historical usage data to obtain the interaction importance value, and marks the interaction software as important interaction software or unimportant interaction software based on the interaction importance value; Interaction startup prediction module: obtains the interaction startup time of important interactive software, counts the interaction startup time, obtains the interaction startup time group, analyzes the interaction startup time group according to historical usage data, and obtains the expected startup time of the interactive software and the corresponding expected usage time; Update analysis and prediction module: obtain the version numbers of important interactive software in the tablet computer and mobile phone at both ends of the interaction, compare and determine whether the version numbers are the same, if not, obtain update data, the update data includes the update package size required to update the old version of the interactive software to the new version and the current network speed of the update device, and process the update data to obtain the estimated update time; User update reminder module: performs data analysis on the estimated update duration and expected startup time to obtain the expected update time, and reminds users to update based on the expected update time.

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