Electronic calendar operation performance evaluation system based on data analysis

Abstract

The invention belongs to the technical field of electronic calendar management, and particularly relates to an electronic calendar running performance evaluation system based on data analysis, which comprises a running display control module, a running display analysis module, a key operation detection module, a time accuracy judgment module, a running performance comprehensive evaluation module and a user terminal, according to the invention, through the operation display analysis module, the key operation detection module and the time accuracy judgment module, the display control performance, the key operation response condition and the time display accuracy performance of the electronic calendar equipment in the detection period are progressively and accurately analyzed; the operation performance comprehensive evaluation module realizes comprehensive evaluation of the operation performance of the electronic calendar based on a display control performance analysis result, a key operation reaction detection analysis result and a time display accuracy analysis result, so that a user can check and maintain the electronic calendar equipment in time. The operation management difficulty of the electronic calendar equipment is reduced, and the operation effect of the electronic calendar is ensured.

Description

Technical Field

[0001] The present invention relates to the technical field of electronic calendar management, and specifically to an electronic calendar operation performance evaluation system based on data analysis. Background Art

[0002] An electronic calendar device refers to an electronic device with a display screen and a certain storage function. It can display date and time information and includes some physical buttons for operation. The electronic calendar device is usually placed on a desktop or a wall, facilitating users to view the time and update schedules at any time. With the popularization of smart devices, the electronic calendar device has become an indispensable tool in people's daily lives; Currently, when managing an electronic calendar device, it is difficult to conduct progressive and accurate analysis on the display control performance, button operation response status, and time display accuracy performance of the electronic calendar device. It is impossible to achieve a comprehensive evaluation of the operation performance of the electronic calendar device and give a prompt warning quickly, which is not conducive to users to check and repair the electronic calendar device in time, and it is difficult to ensure the operation effect of the electronic calendar device. The operation management of the electronic calendar device is difficult; In view of the above technical defects, a solution is proposed now. Summary of the Invention

[0003] The purpose of the present invention is to provide an electronic calendar operation performance evaluation system based on data analysis, which solves the problems in the prior art that it is difficult to conduct progressive and accurate analysis on the display control performance, button operation response status, and time display accuracy performance of the electronic calendar device, impossible to achieve a comprehensive evaluation of the operation performance of the electronic calendar device and give a prompt warning quickly, difficult to ensure the operation effect of the electronic calendar device, and reduce the operation management difficulty.

[0004] To achieve the above purpose, the present invention provides the following technical solutions: An electronic calendar operation performance evaluation system based on data analysis includes an operation display control module, an operation display analysis module, a button operation detection module, a time accuracy judgment module, an operation performance comprehensive evaluation module, and a user terminal; the operation display control module determines the optimal display brightness of the electronic calendar device through analysis, adjusts the display brightness of the electronic calendar device based on the optimal display brightness, and sends the real-time brightness and the corresponding optimal display brightness of the electronic calendar device to the operation display analysis module; the operation display analysis module analyzes the accuracy of the operation display brightness control for the electronic calendar device during the detection period, generates a display control qualified signal or a display control difference signal through analysis, sends the display control difference signal to the operation performance comprehensive evaluation module, and sends the display control qualified signal to the button operation detection module; When the key operation detection module receives the display control qualified signal, it monitors and analyzes the key operation response sensitivity of the electronic calendar device during the detection period, generates a key operation qualified signal or a key operation abnormal signal through analysis, sends the key operation abnormal signal to the operation performance comprehensive evaluation module, and sends the key operation qualified signal to the time accuracy judgment module; when the time accuracy judgment module receives the key operation qualified signal, it analyzes the time display accuracy performance of the electronic calendar device during the detection period, generates a high time accuracy signal or a low time accuracy signal through analysis, and sends the low time accuracy signal to the operation performance comprehensive evaluation module; the operation performance comprehensive evaluation module judges whether to generate a warning message for unqualified operation performance of the electronic calendar through analysis, and sends it to the user terminal when the warning message for unqualified operation performance of the electronic calendar is generated.

[0005] Further, the specific analysis process for determining the optimal display brightness of the electronic calendar device is as follows: Obtain the brightness and dust particle concentration of the environment where the electronic calendar device is located and mark them as the environmental brightness value and the line-of-sight obstruction value, and calculate the brightness judgment value by weighted summing the environmental brightness value and the line-of-sight obstruction value; preset several groups of preset brightness judgment value ranges in advance, and each group of preset brightness judgment value ranges corresponds to a group of preset display brightness values respectively. Compare the brightness judgment value with all the preset brightness judgment value ranges one by one, mark the preset brightness judgment value range containing the corresponding brightness judgment value as the matching range, and mark the preset display brightness value corresponding to the matching range as the current optimal display brightness.

[0006] Further, the analysis process of the operation display analysis module is specifically as follows: Collect the real-time brightness of the electronic calendar device, calculate the difference between the real-time brightness and the corresponding optimal display brightness and take the absolute value to obtain the display deviation value, compare the display deviation value with the preset display deviation threshold value. If the display deviation value exceeds the preset display deviation threshold value, it is judged that the electronic calendar device is in a state of incorrect display; Obtain the total duration of the electronic calendar device in the state of incorrect display during the detection period and mark it as the display error value, mark the number of occurrences of the continuous duration of the electronic calendar device in the state of incorrect display exceeding the corresponding continuous duration threshold during the detection period as the display abnormal value, and calculate the average value of all the display deviation values of the electronic calendar device during the detection period to obtain the display characteristic value; Calculate the display control precision coefficient by numerically calculating the display error value, the display abnormal value and the display characteristic value, compare the display control precision coefficient with the preset display control precision coefficient threshold value. If the display control precision coefficient exceeds the preset display control precision coefficient threshold value, generate a display control difference signal; if the display control precision coefficient does not exceed the preset display control precision coefficient threshold value, generate a display control qualified signal.

[0007] Further, the specific analysis process of the key operation detection module is as follows: Obtain all the keys on the electronic calendar device, mark the corresponding key as i, where i is a natural number greater than 1; determine whether key i is an insensitive key through analysis, obtain the ratio of the number of insensitive keys on the electronic calendar device and mark it as the key abnormal occupancy value, calculate the average value of the key buffer occupancy values of all keys to obtain the operation buffer condition value, and calculate the average value of the key operation table values of all keys to obtain the operation analysis value; Calculate the key operation detection coefficient by performing numerical calculations on the key abnormal occupancy value, the operation buffer condition value, and the operation analysis value, and compare the key operation detection coefficient with the preset key operation detection coefficient threshold. If the key operation detection coefficient exceeds the preset key operation detection coefficient threshold, generate a key operation abnormal signal; if the key operation detection coefficient does not exceed the preset key operation detection coefficient threshold, generate a key operation qualified signal.

[0008] Further, the specific analysis and judgment process for determining whether key i is an insensitive key through analysis is as follows: When the user operates on key i, calculate the time difference between the moment when the user applies pressure to key i and the moment when the electronic calendar device makes a corresponding response to obtain the key response value, and compare the key response value with the preset key response threshold. If the key response value exceeds the preset key response threshold, mark the corresponding key response value as the key slow response value; Obtain the number of key slow response values corresponding to key i during the detection period and calculate the ratio with the number of key response values to obtain the key buffer occupancy value, calculate the average value of all key response values corresponding to key i during the detection period to obtain the key operation table value, and compare the key buffer occupancy value and the key operation table value with the preset key buffer occupancy threshold and the preset key operation table threshold respectively. If the key buffer occupancy value or the key operation abnormal value exceeds the corresponding preset threshold, mark key i as an insensitive key.

[0009] Further, the specific analysis process of the time accuracy judgment module is as follows: Collect the time currently displayed on the electronic calendar device, mark the deviation value between the currently displayed time and the actual time as the time difference value, compare the time difference value with the preset time difference threshold. If the time difference value exceeds the preset time difference threshold, mark the corresponding time difference value as the time non-optimal value; Obtain the ratio of the number of non-optimal time values during the detection period and mark it as the time operation anomaly value. Calculate the average value of all time difference values during the detection period to obtain the time deviation detection value. Through numerical calculation of the time operation anomaly value and the time deviation detection value, obtain the time accuracy judgment coefficient. Compare the time accuracy judgment coefficient with the preset time accuracy judgment coefficient threshold. If the time accuracy judgment coefficient exceeds the preset time accuracy judgment coefficient threshold, generate a low time accuracy signal; if the time accuracy judgment coefficient does not exceed the preset time accuracy judgment coefficient threshold, generate a high time accuracy signal.

[0010] Further, the specific analysis process of the operation performance comprehensive evaluation module is as follows: If a display and control storage anomaly signal, a key operation anomaly signal, or a low time accuracy signal is received, generate a warning message indicating that the operation performance of the electronic calendar is unqualified; if a display and control storage anomaly signal, a key operation anomaly signal, or a low time accuracy signal is not received, perform numerical calculation on the display and control accuracy coefficient, the key operation inspection coefficient, and the time accuracy judgment coefficient to obtain the electronic calendar performance value. Compare the electronic calendar performance value with the preset electronic calendar performance threshold. If the electronic calendar performance value exceeds the preset electronic calendar performance threshold, generate a warning message indicating that the operation performance of the electronic calendar is unqualified.

[0011] Further, the operation performance comprehensive evaluation module is communicatively connected to the operation stability evaluation module. If a warning message indicating that the operation performance of the electronic calendar is unqualified is not generated, the operation stability of the electronic calendar device during the detection period is evaluated and analyzed by the operation stability evaluation module. A high operation stability signal or a low operation stability signal is generated through the analysis, and the low operation stability signal is sent to the user terminal.

[0012] Further, the specific analysis process of the operation stability evaluation module is as follows: Collect the number of times the electronic calendar device crashes and cannot be displayed during the detection period and mark it as the electronic calendar crash value. Start timing when the electronic calendar device crashes until the crash state ends, and thus obtain the crash duration. Sum up all the crash durations involved in the electronic calendar device during the detection period to obtain the total crash time value. Through numerical calculation of the electronic calendar crash value and the total crash time value, obtain the stability evaluation coefficient. Compare the stability evaluation coefficient with the preset stability evaluation coefficient threshold. If the stability evaluation coefficient exceeds the preset stability evaluation coefficient threshold, generate a low operation stability signal; if the stability evaluation coefficient does not exceed the preset stability evaluation coefficient threshold, generate a high operation stability signal.

[0013] Compared with the prior art, the beneficial effects of the present invention are: 1. In the present invention, by running the display analysis module, the key operation detection module, and the time accuracy judgment module, the display control performance, the key operation response status, and the time display accuracy performance of the electronic calendar device during the detection period are analyzed progressively and accurately. The operation performance comprehensive evaluation module is based on the analysis results of the display control performance, the key operation response detection analysis results, and the time display accuracy analysis results to achieve the comprehensive evaluation of the electronic calendar operation performance, which is beneficial for users to inspect and repair the electronic calendar device in time, reduce the operation management difficulty of the electronic calendar device, and ensure the operation effect of the electronic calendar; 2. In the present invention, when the operation stability evaluation module does not generate a warning message indicating that the operation performance of the electronic calendar is unqualified, it evaluates and analyzes the operation stability of the electronic calendar device during the detection period. When a low operation stability signal is generated, it reminds the user to strengthen the subsequent operation supervision of the electronic calendar device, which can reasonably evaluate the operation stability and give an early warning in time when it is determined that the operation performance of the electronic calendar device is better, further reducing the operation management difficulty of the electronic calendar device. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] For the convenience of those skilled in the art to understand, the present invention will be further described below in conjunction with the accompanying drawings; Figure 1 It is the system block diagram of the first embodiment in the present invention; Figure 2 It is the system block diagram of the second embodiment in the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0015] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without making creative efforts shall fall within the protection scope of the present invention.

[0016] Embodiment 1: As Figure 1 shown, an electronic calendar operation performance evaluation system based on data analysis proposed by the present invention includes an operation display control module, an operation display analysis module, a key operation detection module, a time accuracy judgment module, an operation performance comprehensive evaluation module, and a user terminal; The operation display control module analyzes to determine the optimal display brightness of the electronic calendar device, adjusts the display brightness of the electronic calendar device based on the optimal display brightness, and sends the real-time brightness and the corresponding optimal display brightness of the electronic calendar device to the operation display analysis module, realizing the automatic and reasonable adjustment of the display brightness of the electronic calendar device, with high intelligence and automation levels, which is beneficial for ensuring the display effect of the electronic calendar device; The specific analysis process is as follows: Obtain the brightness and dust particle concentration of the environment where the electronic calendar device is located and mark them as the environmental brightness value and the line-of-sight obstruction value. Calculate the weighted sum of the environmental brightness value FW and the line-of-sight obstruction value TN through the formula XP = a1 * FW + a2 * TN to obtain the brightness judgment value XP. Among them, a1 and a2 are preset weight coefficients with values greater than zero. Moreover, the larger the value of the brightness judgment value XP, the more difficult it is to see the display content on the electronic calendar device, and the more necessary it is to increase the display brightness of the electronic calendar device. Set several groups of preset brightness judgment value ranges in advance, and each group of preset brightness judgment value ranges corresponds to a group of preset display brightness values. It should be noted that the larger the value of the preset brightness judgment value range, the larger the value of the corresponding preset display brightness value. Compare the brightness judgment value with all the preset brightness judgment value ranges one by one, mark the preset brightness judgment value range containing the corresponding brightness judgment value as the matching range, and mark the preset display brightness value corresponding to the matching range as the current optimal display brightness.

[0017] Run the display analysis module to analyze the accuracy of the operation display brightness control of the electronic calendar device during the detection period. Generate a display control qualified signal or a display control difference signal through the analysis, and send the display control difference signal to the operation performance comprehensive evaluation module. It can not only reasonably analyze the display control performance of the electronic calendar device during the detection period, but also provide information support for the analysis process of the operation performance comprehensive evaluation module to ensure the accuracy of its analysis results. The analysis process of the display analysis module is as follows: Collect the real-time brightness of the electronic calendar device, calculate the difference between the real-time brightness and the corresponding optimal display brightness and take the absolute value to obtain the display deviation value. Compare the display deviation value with the preset display deviation threshold. If the display deviation value exceeds the preset display deviation threshold, it indicates that the current display brightness of the electronic calendar device does not meet the requirements, and it is judged that the electronic calendar device is in a display error state. Obtain the total duration of the electronic calendar device being in the display error state during the detection period and mark it as the display error time value. Compare the continuous duration of the electronic calendar device being in the display error state with the corresponding continuous duration threshold, and mark the number of occurrences of the continuous duration of the electronic calendar device being in the display error state exceeding the corresponding continuous duration threshold during the detection period as the display anomaly value, and calculate the average value of all the display deviation values of the electronic calendar device during the detection period to obtain the display characteristic value. The display error value ZY, the display anomaly value WF, and the display characteristic value YP are numerically calculated through the formula PX = uy×ZY + rw×WF + tu×YP to obtain the display control precision coefficient PX. Among them, uy, rw, and tu are preset weight coefficients with values greater than zero. Moreover, the larger the value of the display control precision coefficient PX, the worse the comprehensive display control performance of the electronic calendar device during the detection period; The display control precision coefficient PX is numerically compared with the preset display control precision coefficient threshold. If the display control precision coefficient PX exceeds the preset display control precision coefficient threshold, indicating that the comprehensive display control performance of the electronic calendar device during the detection period is poor, a display difference signal is generated; if the display control precision coefficient PX does not exceed the preset display control precision coefficient threshold, indicating that the comprehensive display control performance of the electronic calendar device during the detection period is good, a display qualified signal is generated.

[0018] The operation display analysis module sends the display qualified signal to the key operation detection module. When the key operation detection module receives the display qualified signal, it monitors and analyzes the key operation response sensitivity of the electronic calendar device during the detection period, generates a key operation qualified signal or a key operation anomaly signal through analysis, and sends the key operation anomaly signal to the operation performance comprehensive evaluation module, which can reasonably analyze the operation sensitivity performance of all keys of the electronic calendar device during the detection period and provide information support for the analysis process of the operation performance comprehensive evaluation module to ensure the accuracy of its analysis results; the specific analysis process of the key operation detection module is as follows: All the keys on the electronic calendar device are obtained, and the corresponding keys are marked as i, where i is a natural number greater than 1; when the user operates on key i, the time difference between the moment when the user applies pressure to key i and the moment when the electronic calendar device makes a corresponding response is calculated to obtain the key response value, and the key response value is numerically compared with the preset key response threshold. If the key response value exceeds the preset key response threshold, indicating that the response of the corresponding operation process is relatively slow, the corresponding key response value is marked as the key slow response value; The number of key slow response values corresponding to key i during the detection period is obtained and the ratio is calculated with the number of key response values to obtain the key slow occupation value. The average value of all key response values corresponding to key i during the detection period is calculated to obtain the key operation performance value. The key slow occupation value and the key operation performance value are numerically compared with the preset key slow occupation threshold and the preset key operation performance threshold respectively. If the key slow occupation value or the key operation anomaly value exceeds the corresponding preset threshold, indicating that the operation sensitivity of key i during the detection period is poor, key i is marked as a non-sensitive key; The ratio of the number of non-sensitive keys on the electronic calendar device is obtained and marked as the key anomaly occupation value. The average value of the key slow occupation values of all keys is calculated to obtain the operation slow condition value, and the average value of the key operation performance values of all keys is calculated to obtain the operation analysis value; The key operation deviation value QY, operation condition value TS, and operation analysis value LP are numerically calculated through the formula AF = kp×QY + ru×TS + ew×LP to obtain the key operation detection coefficient AF; where kp, ru, and ew are preset weight coefficients with values greater than zero, and the larger the value of the key operation detection coefficient AF, the worse the comprehensive performance of the operation sensitivity of all keys of the electronic calendar device during the detection period; The key operation detection coefficient AF is numerically compared with the preset key operation detection coefficient threshold. If the key operation detection coefficient AF exceeds the preset key operation detection coefficient threshold, indicating that the comprehensive performance of the operation sensitivity of all keys of the electronic calendar device during the detection period is poor, a key operation abnormal signal is generated; if the key operation detection coefficient AF does not exceed the preset key operation detection coefficient threshold, indicating that the comprehensive performance of the operation sensitivity of all keys of the electronic calendar device during the detection period is good, a key operation qualified signal is generated.

[0019] The key operation detection module sends the key operation qualified signal to the time accuracy judgment module. When the time accuracy judgment module receives the key operation qualified signal, it analyzes the time display accuracy performance of the electronic calendar device during the detection period, generates a high time accuracy signal or a low time accuracy signal through the analysis, and sends the low time accuracy signal to the comprehensive operation performance evaluation module, which can reasonably analyze the time display accuracy performance of the electronic calendar device during the detection period and provide information support for the analysis process of the comprehensive operation performance evaluation module, further ensuring the accuracy of its analysis results; the specific analysis process of the time accuracy judgment module is as follows: The time currently displayed on the electronic calendar device is collected, the deviation value between the currently displayed time and the actual time is marked as the time difference value, the time difference value is numerically compared with the preset time difference threshold. If the time difference value exceeds the preset time difference threshold, indicating that the current time display is inaccurate, the corresponding time difference value is marked as a non-optimal time value; the ratio of the number of non-optimal time values during the detection period is obtained and marked as the time operation deviation value, and the average value of all time difference values during the detection period is calculated to obtain the time deviation detection value; The time operation deviation value NX and the time deviation detection value SL are numerically calculated through the formula SY = tg×NX + eg×SL to obtain the time accuracy judgment coefficient SY; where tg and eg are preset weight coefficients, tg > eg > 0; and the larger the value of the time accuracy judgment coefficient SY, the worse the comprehensive time display accuracy of the electronic calendar device during the detection period; Numerically compare the time judgment coefficient SY with the preset time judgment coefficient threshold. If the time judgment coefficient SY exceeds the preset time judgment coefficient threshold, it indicates that the time display performance of the electronic calendar device during the detection period is generally inaccurate, and a low time accuracy signal is generated; if the time judgment coefficient SY does not exceed the preset time judgment coefficient threshold, it indicates that the time display performance of the electronic calendar device during the detection period is generally accurate, and a high time accuracy signal is generated.

[0020] The comprehensive operation performance evaluation module analyzes to determine whether to generate a warning message for unqualified operation performance of the electronic calendar, and when generating a warning message for unqualified operation performance of the electronic calendar, it sends it to the user terminal. The user terminal displays the warning message for unqualified operation performance of the electronic calendar and issues a corresponding warning to remind the user to check and repair the electronic calendar device and strengthen the supervision of the device operation, so as to ensure the comprehensive operation performance of the electronic calendar device and significantly reduce the operation management difficulty of the electronic calendar device; the specific analysis process of the comprehensive operation performance evaluation module is as follows: If a display-control difference signal, a key operation abnormal signal, or a low time accuracy signal is received, it indicates that the operation performance of the electronic calendar device is poor, and a warning message for unqualified operation performance of the electronic calendar is generated; if a display-control difference signal, a key operation abnormal signal, or a low time accuracy signal is not received, the display-control accuracy coefficient PX, the key operation inspection coefficient AF, and the time judgment coefficient SY are numerically calculated through the formula DX = (sq1×PX + sq2×AF + sq3×SY) / 3 to obtain the electronic calendar performance value DX; Among them, sq1, sq2, and sq3 are preset weight coefficients with values greater than zero, and the larger the numerical value of the electronic calendar performance value DX, the worse the comprehensive operation performance of the electronic calendar device; numerically compare the electronic calendar performance value DX with the preset electronic calendar performance threshold. If the electronic calendar performance value DX exceeds the preset electronic calendar performance threshold, it indicates that the comprehensive operation performance of the electronic calendar device is poor, and a warning message for unqualified operation performance of the electronic calendar is generated.

[0021] Embodiment 2: As Figure 2 shown, the difference between this embodiment and Embodiment 1 is that the comprehensive operation performance evaluation module is communicatively connected to the operation stability evaluation module. If a warning message for unqualified operation performance of the electronic calendar is not generated, the operation stability of the electronic calendar device during the detection period is evaluated and analyzed through the operation stability evaluation module, and a high operation stability signal or a low operation stability signal is generated through the analysis; Moreover, a low - running - stability signal is sent to the user terminal. When the user terminal receives the low - running - stability signal, it issues a corresponding warning to remind the user to strengthen the operation supervision of the electronic calendar device in the future. It can reasonably evaluate the running stability and give a timely warning when judging that the running performance of the electronic calendar device is good, significantly reducing the difficulty of running management for the electronic calendar device. The specific analysis process of the running - stability evaluation module is as follows: Collect the number of times the electronic calendar device crashes and cannot be displayed during the detection period and mark it as the electronic calendar crash value. When the electronic calendar device crashes, start timing until the crash state ends, and thus obtain the crash duration. Sum up all the crash durations of the electronic calendar device during the detection period to get the total crash time value; Perform numerical calculation on the electronic calendar crash value GX and the total crash time value TP through the formula YM = c1*GX + c2*TP to obtain the stability evaluation coefficient YM. Among them, c1 and c2 are preset weight coefficients greater than zero. And the larger the value of the stability evaluation coefficient YM, the more unstable the operation of the electronic calendar device during the detection period; Compare the stability evaluation coefficient YM with the preset stability evaluation coefficient threshold. If the stability evaluation coefficient YM exceeds the preset stability evaluation coefficient threshold, it indicates that the running stability of the electronic calendar device during the detection period is poor, and then generate a low - running - stability signal. If the stability evaluation coefficient YM does not exceed the preset stability evaluation coefficient threshold, it indicates that the running stability of the electronic calendar device during the detection period is good, and then generate a high - running - stability signal.

[0022] The working principle of the present invention: When in use, the running display control module is used for analysis to determine the optimal display brightness of the electronic calendar device, and the display brightness of the electronic calendar device is adjusted based on the optimal display brightness, which is beneficial to ensuring the display effect of the electronic calendar device. The running display analysis module analyzes the accuracy of running display brightness control for the electronic calendar device during the detection period. When generating a display - control qualified signal, the key - operation detection module monitors and analyzes the key - operation response sensitivity of the electronic calendar device during the detection period. When generating a key - operation qualified signal, the time - accuracy judgment module analyzes the time - display accuracy performance of the electronic calendar device during the detection period. The running - performance comprehensive evaluation module judges whether to generate a warning message for unqualified running performance of the electronic calendar device based on the analysis results of display - control performance, key - operation response detection, and time - display accuracy. When generating a warning message for unqualified running performance of the electronic calendar device, the electronic calendar device is inspected and repaired, and the device operation supervision is strengthened to ensure the comprehensive running performance of the electronic calendar device and reduce the difficulty of running management for the electronic calendar device.

[0023] The above formulas are all dimensionless and take their numerical values for calculation. The formulas are obtained by collecting a large amount of data for software simulation to get a formula closest to the actual situation. The preset parameters in the formulas are set by those skilled in the art according to the actual situation. 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 the specific implementation manners. Obviously, according to the content of this specification, many modifications and variations can be made. This specification selects and specifically describes these embodiments in order to better explain the principle and practical application of the present invention, so that those skilled in the art in the relevant technical field can well understand and utilize the present invention. The present invention is only limited by the claims and their full scope and equivalents.

Claims

1. An electronic calendar operation performance evaluation system based on data analysis, characterized in that: It includes an operation display control module, an operation display analysis module, a key operation detection module, a time accuracy judgment module, an operation performance comprehensive evaluation module and a user terminal; The operation display control module determines the optimal display brightness of the electronic calendar device through analysis, adjusts the display brightness of the electronic calendar device based on the optimal display brightness, and sends the real-time brightness of the electronic calendar device and the corresponding optimal display brightness to the operation display analysis module; The operation display analysis module analyzes the accuracy of the operation display brightness control of the electronic calendar device during the detection period, generates a display control qualified signal or a display control error signal through the analysis, and sends the display control error signal to the operation performance comprehensive evaluation module, and sends the display control qualified signal to the key operation detection module; When the key operation detection module receives the display control qualified signal, the key operation reaction sensitivity of the electronic calendar device during the detection period is monitored and analyzed, and a key operation qualified signal or a key operation abnormal signal is generated through analysis, and the key operation abnormal signal is sent to the operation performance comprehensive evaluation module, and the key operation qualified signal is sent to the time accuracy judgment module; when the time accuracy judgment module receives the key operation qualified signal, the time display accuracy performance of the electronic calendar device during the detection period is analyzed, and a time high accuracy signal or a time low accuracy signal is generated through analysis, and the time low accuracy signal is sent to the operation performance comprehensive evaluation module; The operation performance comprehensive evaluation module determines whether to generate electronic calendar operation performance unqualified warning information through analysis, and sends the electronic calendar operation performance unqualified warning information to the user terminal when the electronic calendar operation performance unqualified warning information is generated.

2. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The specific analysis process for determining the optimal display brightness of the electronic calendar device through analysis is: the brightness judgment value is obtained by weighted summing up the ambient light value and the line of sight obstruction value, the preset brightness judgment value range containing the corresponding brightness judgment value is marked as the matching range, and the preset display brightness value corresponding to the matching range is marked as the current optimal display brightness.

3. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The analysis process of running the display analysis module is as follows: The display control accuracy coefficient is obtained by numerically calculating the display time error value, the display abnormal value and the display characteristic value. If the display control accuracy coefficient exceeds the preset display control accuracy coefficient threshold, a display control abnormality signal is generated; If the display control accuracy coefficient does not exceed the preset display control accuracy coefficient threshold, a display control qualified signal is generated.

4. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The specific analysis process of the key operation detection module is as follows: All the keys on the electronic calendar device are obtained, and the corresponding keys are marked as i, where i is a natural number greater than 1; analysis is performed to determine whether key i is a non-sensitive key, and the key operation detection coefficient is obtained by numerically calculating the key abnormality value, the operation buffer value, and the operation analysis value; if the key operation detection coefficient exceeds the preset key operation detection coefficient threshold, a key operation abnormality signal is generated; if the key operation detection coefficient does not exceed the preset key operation detection coefficient threshold, a key operation qualified signal is generated.

5. The electronic calendar operation performance evaluation system based on data analysis according to claim 4, characterized in that: The specific analysis and judgment process of non-sensitive buttons is as follows: The number of key buffer values ​​corresponding to key i during the detection period is obtained and the ratio is calculated with the number of key reaction values ​​to obtain the key buffer occupancy value. The average of all key reaction values ​​corresponding to key i during the detection period is calculated to obtain the key operation value. If the key buffer occupancy value or the key operation value exceeds the corresponding preset threshold, key i is marked as a non-sensitive key.

6. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The specific analysis process of the time accuracy judgment module is as follows: The time accuracy coefficient is obtained by numerically calculating the time variance value and the time deviation detection value. If the time accuracy coefficient exceeds the preset time accuracy coefficient threshold, a low time accuracy signal is generated; if the time accuracy coefficient does not exceed the preset time accuracy coefficient threshold, a high time accuracy signal is generated.

7. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The specific analysis process of the comprehensive evaluation module of operating performance is as follows: If a display and control error signal, a key operation abnormality signal or a low time precision signal is received, an electronic calendar operation performance unqualified warning message is generated; if no display and control error signal, a key operation abnormality signal or a low time precision signal is received, the display and control accuracy coefficient, the key operation detection coefficient and the time accuracy coefficient are numerically calculated to obtain the electronic calendar performance value; if the electronic calendar performance value exceeds the preset electronic calendar performance threshold, an electronic calendar operation performance unqualified warning message is generated.

8. The electronic calendar operation performance evaluation system based on data analysis according to claim 1, characterized in that: The comprehensive operation performance evaluation module is communicatively connected to the operation stability evaluation module. If no warning information of unqualified operation performance of the electronic calendar is generated, the operation stability evaluation module will evaluate and analyze the operation stability of the electronic calendar device during the detection period, and generate a high operation stability signal or a low operation stability signal through analysis, and send the low operation stability signal to the user terminal.

9. The electronic calendar operation performance evaluation system based on data analysis according to claim 8, characterized in that: The specific analysis process of the operation stability assessment module is as follows: A stability evaluation coefficient is obtained by numerically calculating the electronic calendar collapse value and the total collapse time value, and if the stability evaluation coefficient exceeds a preset stability evaluation coefficient threshold, a low operation stability signal is generated; If the stability assessment coefficient does not exceed the preset stability assessment coefficient threshold, an operation high stability signal is generated.

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