Data analysis visualization platform for e-commerce operation evaluation

Abstract

The invention relates to the technical field of visual equipment management, in particular to a data analysis visual platform for e-commerce operation assessment, which comprises a visual management platform, an information display unit, a risk display unit, a transmission supervision unit, a visual assessment unit, a display expression unit, a fusion management unit and a display management unit. According to the invention, analysis is carried out from two aspects of integrity and fluency of data display of the visual panel, so that visual performance management is carried out on the visual panel according to information feedback conditions, and the stability, integrity and fluency of a data processing process of the visual panel are ensured; information fusion type integrity assessment analysis is carried out in an information feedback and fusion mode to understand the data display integrity condition of e-commerce operation assessment, and the smoothness risk assessment analysis is carried out on the operation performance data from the perspective of smoothness to understand the data display smoothness condition of a visual panel, so that the user experience is improved. And smooth data processing can be carried out reasonably.

Description

Technical Field

[0001] The present invention relates to the technical field of visual device management, and in particular to a data analysis visualization platform for e-commerce operation evaluation. Background Art

[0002] Visualization is the theory, method and technology of using computer graphics and image processing technology to convert data into graphics or images and display them on the screen, and then perform interactive processing; visualization technology enables people to directly operate on information with shapes in the three-dimensional graphic world and communicate directly with computers. This technology has unified the power of man and machine in an intuitive and natural way. This revolutionary change will undoubtedly greatly improve people's work efficiency;

[0003] However, in the prior art, it is impossible to conduct data integrity risk supervision analysis from the two perspectives of display interference and network transmission of the visual panel, which leads to data defects and analysis deviations in the data analysis process of the e-commerce operation evaluation, which is not conducive to the effectiveness and accuracy analysis and processing of the data of the e-commerce operation evaluation. It is also impossible to analyze from the perspective of the display smoothness of the visual panel, which reduces the data analysis and processing efficiency of the e-commerce operation evaluation. At the same time, it is impossible to perform reasonable management based on the integrity and smoothness of the visual panel, which reduces the management efficiency of the visual panel.

[0004] In view of the above technical defects, a solution is now proposed. Summary of the invention

[0005] The purpose of the present invention is to provide a data analysis visualization platform for e-commerce operation evaluation to solve the above-mentioned technical defects. The present invention analyzes from the two perspectives of integrity and fluency of visual panel data display so as to manage the visual performance of the visual panel according to information feedback to ensure the stability, integrity and fluency of the visual panel data processing process, and performs information fusion integrity evaluation analysis through information feedback and fusion to understand the integrity of data display of e-commerce operation evaluation, which helps to ensure the integrity and analysis accuracy of data display of e-commerce operation evaluation, and performs fluency risk evaluation analysis on operation performance data from the perspective of fluency, that is, analyzes from the perspective of data display screen switching and freeze to understand the fluency of visual panel display data so as to reasonably perform smooth data processing, and performs visual risk supervision feedback analysis through information feedback and fusion to ensure the stability of the entire data display and analysis process.

[0006] The object of the present invention can be achieved by the following technical solutions: a data analysis visualization platform for e-commerce operation evaluation, comprising a visual management platform, a display information unit, a display risk unit, a transmission supervision unit, a visual evaluation unit, a display performance unit, a fusion management unit and a display management unit;

[0007] The display information unit is used to collect display interference data and transmission performance data of the visual panel, and send the display interference data and transmission performance data to the display risk unit and the transmission supervision unit respectively. After receiving the display interference data, the display risk unit immediately performs information integrity supervision assessment analysis on the display interference data to obtain the integrity interference assessment coefficient XG;

[0008] After receiving the transmission performance data, the transmission supervision unit immediately performs information display interference supervision analysis on the transmission performance data to obtain a transmission integrity risk coefficient Q;

[0009] The visual evaluation unit is used to perform information fusion integrity evaluation analysis on the visual panel, compare and analyze the obtained visual integrity evaluation index Z, and send the obtained complete signal and repair signal to the display management unit;

[0010] The display performance unit is used to collect the operation performance data of the visual panel, and perform a fluency risk assessment analysis on the operation performance data, and send the obtained stable signal and jamming signal to the display management unit via the fusion management unit;

[0011] The fusion management unit is used to respond to the complete signal and the stable signal to perform visual risk supervision feedback analysis, compare and analyze the obtained visual risk assessment coefficient K, and obtain the visual stability level KD.

[0012] Preferably, the information integrity supervision assessment and analysis process of the display risk unit is as follows:

[0013] The data display and analysis period of the e-commerce operation evaluation is collected and set as the time threshold. The display interference data of the visual panel within the time threshold is obtained. The display interference data includes internal interference value and external interference value. The internal interference value and the external interference value are labeled as NG and WG respectively. The internal interference value NG and the external interference value WG are substituted into the formula to obtain the integrity interference assessment coefficient XG.

[0014] Preferably, the internal interference value represents the product of the number of damage values ​​of the internal components of the visual panel that exceed the preset threshold and the part of the maximum internal environment temperature that exceeds the initial temperature of the internal environment after data normalization; the external interference value represents the ratio of the occupied area of ​​the interference factors on the display surface of the visual panel to the display surface area of ​​the visual panel, and the interference factors include dust adsorption value and stains. The dust adsorption value represents the number of dust particles whose volume is greater than the preset dust particle volume threshold and corresponds to the number of dust particles.

[0015] Preferably, the information display interference supervision analysis process of the transmission supervision unit is as follows:

[0016] Acquire the transmission performance data of the visible panel within the time threshold, the transmission performance data includes the loss risk value and the network assessment value, the loss risk value and the network assessment value are labeled as DS and WP respectively, and substitute the loss risk value DS and the network assessment value WP into the formula to obtain the transmission integrity risk coefficient Q;

[0017] The loss risk value represents the product of the number of transmission interruptions during the transmission process of the e-commerce operation evaluation data and the total interruption duration after data normalization processing; the network evaluation value represents the product of the maximum change in the packet loss rate of the transmission network and the network congestion duration after data normalization processing.

[0018] Preferably, the information fusion integrity assessment analysis process of the visual assessment unit is as follows:

[0019] Divide the data visual panel into g sub-region blocks, where g is a natural number greater than zero, obtain display status data of the visual panel within a time threshold, the display status data represents a screen risk value, the screen risk value represents the ratio between the number of sub-region blocks corresponding to data defect features and the total number of sub-region blocks, the data defect features include data loss and data display defects, and the screen risk value is labeled HM;

[0020] The visual integrity evaluation index Z is obtained according to the formula, and the visual integrity evaluation index Z is compared and analyzed with the preset visual integrity evaluation index threshold value stored in the internal input:

[0021] If the ratio between the visual integrity assessment index Z and the preset visual integrity assessment index threshold is less than 1, a complete signal is generated;

[0022] If the ratio between the visual integrity evaluation index Z and the preset visual integrity evaluation index threshold is greater than or equal to 1, a repair signal is generated.

[0023] Preferably, the fluency risk assessment analysis process of the display performance unit is as follows:

[0024] The operation performance data of the visual panel within the time threshold is obtained, and the operation performance data includes a switching evaluation value and an operation performance value. The switching evaluation value and the operation performance value are compared and analyzed with the preset switching evaluation value threshold and the preset operation performance value threshold stored in the internal input:

[0025] If the switching evaluation value is less than the preset switching evaluation value threshold, and the operation performance value is less than the preset operation performance value threshold, a stable signal is generated;

[0026] If the switching evaluation value is greater than or equal to the preset switching evaluation value threshold, or the operation performance value is greater than or equal to the preset operation performance value threshold, a freeze signal is generated.

[0027] Preferably, the switching evaluation value represents the proportion of the number of times the duration between the start time of the display screen switching and the end time of the complete display of the switching screen data is greater than the preset threshold in the total number of display screen switching times; the running performance value represents the product of the number of times the display screen freezes and the total freeze duration after data normalization processing.

[0028] Preferably, the visual risk supervision feedback analysis process of the fusion management unit is as follows:

[0029] Obtain the visual integrity assessment index Z corresponding to the complete signal within the time threshold, obtain the switching assessment value and the operation performance value corresponding to the stable signal within the time threshold, label the switching assessment value and the operation performance value as QH and YB respectively, substitute the visual integrity assessment index Z, the switching assessment value QH and the operation performance value YB into the formula K=Z×QH×YB×c1 to obtain the visual risk assessment coefficient, wherein c1 is the preset proportional coefficient, c1 is greater than zero, K is the visual risk assessment coefficient, and compare and analyze the visual risk assessment coefficient K with the preset visual risk assessment coefficient range stored internally:

[0030] If the visual risk assessment coefficient K is greater than the maximum value in the preset visual risk assessment coefficient range, it is determined to be a first-level visual risk;

[0031] If the visual risk assessment coefficient K falls within the preset visual risk assessment coefficient range, it is determined to be a level 2 visual risk;

[0032] If the visible risk assessment coefficient K is less than the minimum value in the preset visible risk assessment coefficient range, it is determined to be a level 3 visible risk, and the level 1 visible risk, level 2 visible risk and level 3 visible risk are set as visible stability levels KD, KD=1, 2, 3.

[0033] The beneficial effects of the present invention are as follows:

[0034] (1) The present invention analyzes the integrity and fluency of the visual panel data display so as to manage the visual performance of the visual panel according to the information feedback to ensure the stability, integrity and fluency of the visual panel data processing process, that is, analyzes the display risk and transmission from the perspective of integrity to improve the comprehensiveness of the analyzed data, and performs information integrity supervision and evaluation analysis on the display interference data to understand the visual panel display risk situation, and performs information display interference supervision and analysis on the transmission performance data to understand the data display risk situation from the perspective of data transmission to avoid data loss;

[0035] (2) The present invention performs information fusion integrity assessment and analysis through information feedback and fusion, that is, performs fusion analysis from three points of data transmission, visual panel's own interference and specific data display, so as to understand the data display integrity of e-commerce operation evaluation, thereby helping to ensure the data display integrity and analysis accuracy of e-commerce operation evaluation, so as to reduce the impact of data display problems on subsequent analysis results, and performs fluency risk assessment and analysis on operation performance data from the perspective of fluency, that is, performs analysis from the perspective of data display screen switching and freeze, so as to understand the fluency of visual panel display data, so as to reasonably perform smooth data processing, and perform visual risk supervision feedback analysis through information feedback and fusion, so as to ensure the stability of the entire data display and analysis process. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] The present invention will be further described below in conjunction with the accompanying drawings;

[0037] Figure 1 It is a flowchart of the system of the present invention;

[0038] Figure 2 This is a local analysis diagram of Example 1 of the present invention. DETAILED DESCRIPTION

[0039] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions 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 are within the scope of protection of the present invention.

[0040] Embodiment 1:

[0041] See also Figure 1 to Figure 2As shown, the present invention is a data analysis visualization platform for e-commerce operation evaluation, including a visual management platform, a display information unit, a display risk unit, a transmission supervision unit, a visual evaluation unit, a display performance unit, a fusion management unit and a display management unit, the visual management platform is connected to the display information unit and the display performance unit in a one-way communication, the display information unit is connected to the display risk unit and the transmission supervision unit in a one-way communication, the display risk unit and the transmission supervision unit are connected to the visual evaluation unit in a one-way communication, the visual evaluation unit is connected to the fusion management unit and the display management unit in a one-way communication, the display performance unit is connected to the fusion management unit in a one-way communication, and the fusion management unit is connected to the display management unit in a one-way communication;

[0042] When the visual management platform generates a supervision instruction, it sends the supervision instruction to the display information unit and the display performance unit. After receiving the supervision instruction, the display information unit immediately collects the display interference data and transmission performance data of the visual panel, and sends the display interference data and transmission performance data to the display risk unit and the transmission supervision unit respectively. After receiving the display interference data, the display risk unit immediately performs information integrity supervision assessment and analysis on the display interference data to understand the display risk situation of the visual panel, so as to provide data support for subsequent analysis. The specific information integrity supervision assessment and analysis process is as follows:

[0043] The data display and analysis period of the e-commerce operation evaluation is collected and set as the time threshold, and the display interference data of the visual panel within the time threshold is obtained. The display interference data includes the internal interference value and the external interference value. The internal interference value and the external interference value are marked as NG and WG respectively. The internal interference value NG and the external interference value WG are substituted into the formula XG = (NG × a1 × WG × a2) 2 ×a3 to obtain the integrity interference assessment coefficient, where a1 and a2 are preset proportional factor coefficients of the internal interference value and the external interference value respectively, and the proportional factor coefficient is used to correct the deviation of various parameters in the formula calculation process, so as to make the calculation result more accurate, a3 is the preset correction factor coefficient, a1, a2 and a3 are all greater than zero, XG is the integrity interference assessment coefficient, and the integrity interference assessment coefficient XG is sent to the visual assessment unit;

[0044] In the embodiment of the present invention, the internal interference value represents the product value obtained by multiplying the number of damage values ​​of the internal components of the visual panel that exceed the preset threshold value and the part of the maximum internal environment temperature that exceeds the initial temperature of the internal environment after data normalization. It should be noted that the analysis is conducted from the perspective of combining internal component damage and environmental interference to understand the internal interference of the visual panel;

[0045] In the embodiment of the present invention, the external interference value represents the ratio between the occupied area of ​​the interference factors on the display surface of the visual panel and the display surface area of ​​the visual panel, and the interference factors include dust adsorption value, stains, etc. The dust adsorption value represents the number of dust particles corresponding to the volume of dust particles being greater than the preset dust particle volume threshold. It should be noted that the analysis is performed from the perspective of the interference factors of occlusion on the display surface of the visual panel to understand the external occlusion interference of the visual panel;

[0046] After receiving the transmission performance data, the transmission supervision unit immediately performs information display interference supervision analysis on the transmission performance data, so as to understand the data display risk situation from the perspective of data transmission and avoid data loss. The specific information display interference supervision analysis process is as follows:

[0047] Obtain the transmission performance data of the visible panel within the time threshold. The transmission performance data includes the loss risk value and the network assessment value. The loss risk value and the network assessment value are labeled as DS and WP respectively. Substitute the loss risk value DS and the network assessment value WP into the formula Q = (DS × WP) 2 ×(f1+f2)×f3 to obtain the transmission integrity risk coefficient, wherein f1 and f2 are respectively the preset weight factor coefficients of the loss risk value and the network evaluation value, f3 is the preset fault tolerance factor coefficient, f1, f2 and f3 are all greater than zero, Q is the transmission integrity risk coefficient, and the transmission integrity risk coefficient Q is sent to the visual evaluation unit;

[0048] In the embodiment of the present invention, the loss risk value represents the product value obtained by multiplying the number of transmission interruptions and the total interruption duration of the data of the e-commerce operation evaluation during the transmission process after data normalization. It should be noted that the analysis is performed from the perspective of data interruption to understand the loss risk during the data transmission process;

[0049] In the embodiment of the present invention, the network evaluation value represents the product of the maximum change value of the packet loss rate of the transmission network and the network congestion duration after data normalization processing. It should be noted that the analysis is performed from the perspective of network transmission to understand the risk of loss during data transmission.

[0050] Embodiment 2:

[0051] The visual evaluation unit is used to perform information fusion integrity evaluation and analysis on the visual panel, that is, to perform fusion analysis from three points: data transmission, visual panel interference, and specific data display, so as to understand the data display integrity of the e-commerce operation evaluation, and then help to ensure the data display integrity and analysis accuracy of the e-commerce operation evaluation, so as to reduce the impact of data display problems on subsequent analysis results. The specific information fusion integrity evaluation and analysis process is as follows:

[0052] Divide the data visual panel into g sub-region blocks, where g is a natural number greater than zero, obtain the display status data of the visual panel within the time threshold, the display status data represents the screen risk value, the screen risk value represents the ratio between the number of sub-region blocks corresponding to the data defect characteristics and the total number of sub-region blocks, the data defect characteristics include data loss, data display defects, etc., and the screen risk value is labeled as HM;

[0053] In the embodiment of the present invention, a fusion analysis is performed from three points: data transmission, visual panel interference, and specific data display, so as to understand the data display integrity of the e-commerce operation evaluation, thereby helping to ensure the data display integrity and analysis accuracy of the e-commerce operation evaluation, so as to reduce the impact of data display problems on subsequent analysis results;

[0054] In the embodiment of the present invention, the integrity interference assessment coefficient XG, the transmission integrity risk coefficient Q and the picture risk value HM are substituted into the formula;

[0055] According to the formula The visual integrity assessment index is obtained, where v1, v2 and v3 are respectively the preset influencing factor coefficients of the integrity interference assessment coefficient XG, the transmission integrity risk coefficient Q and the picture risk value HM, v1, v2 and v3 are all greater than zero, and Z is the visual integrity assessment index. The visual integrity assessment index Z is compared and analyzed with the preset visual integrity assessment index threshold value stored in the internal input:

[0056] If the ratio between the visual integrity assessment index Z and the preset visual integrity assessment index threshold is less than 1, a complete signal is generated;

[0057] If the ratio between the visual integrity assessment index Z and the preset visual integrity assessment index threshold is greater than or equal to 1, a repair signal is generated, and the complete signal and the repair signal are sent to the display management unit. After receiving the complete signal and the repair signal, the display management unit immediately displays the preset warning text corresponding to the complete signal and the repair signal, so as to manage or repair the data of the e-commerce operation evaluation according to the information feedback to ensure the effectiveness of the subsequent data analysis.

[0058] Embodiment three:

[0059] The display performance unit is used to collect the operation performance data of the visual panel and perform fluency risk assessment and analysis on the operation performance data. The data display screen switching and jamming are analyzed to understand the fluency of the visual panel display data so as to reasonably process the smooth data. The specific fluency risk assessment and analysis process is as follows:

[0060] The operation performance data of the visual panel within the time threshold is obtained, and the operation performance data includes a switching evaluation value and an operation performance value. The switching evaluation value and the operation performance value are compared and analyzed with the preset switching evaluation value threshold and the preset operation performance value threshold stored in the internal input:

[0061] If the switching evaluation value is less than the preset switching evaluation value threshold, and the operation performance value is less than the preset operation performance value threshold, a stable signal is generated;

[0062] If the switching evaluation value is greater than or equal to the preset switching evaluation value threshold, or the operation performance value is greater than or equal to the preset operation performance value threshold, a jam signal is generated, and the stable signal and the jam signal are sent to the display management unit via the fusion management unit. After receiving the stable signal and the jam signal, the display management unit immediately displays the preset warning text corresponding to the stable signal and the jam signal, so as to manage the visual panel according to the information feedback to ensure the smoothness of the visual panel data processing;

[0063] In the embodiment of the present invention, the switching evaluation value indicates the proportion of the number of times that the duration between the start time of the display screen switching and the end time of the complete display of the switching screen data is greater than the preset threshold value in the total number of display screen switching. It should be noted that the analysis is performed from the perspective of the data display screen switching to understand the smoothness of the visual panel display data so as to reasonably perform smooth data processing;

[0064] In the embodiment of the present invention, the running performance value represents the product value obtained by multiplying the number of freezes on the display screen and the total freeze duration after data normalization. It should be noted that the analysis is performed from the perspective of freezes during data display and analysis to understand the risk of fluency in the data analysis process.

[0065] Based on the analysis under complete signals and stable signals, the fusion management unit is used to respond to complete signals and stable signals to perform visual risk supervision feedback analysis, so as to manage the visual performance of the visual panel according to the information feedback to ensure the stability, integrity and smoothness of the visual panel data processing process. The specific visual risk supervision feedback analysis process is as follows:

[0066] Obtain the visual integrity assessment index Z corresponding to the complete signal within the time threshold, obtain the switching assessment value and the operation performance value corresponding to the stable signal within the time threshold, label the switching assessment value and the operation performance value as QH and YB respectively, substitute the visual integrity assessment index Z, the switching assessment value QH and the operation performance value YB into the formula K=Z×QH×YB×c1 to obtain the visual risk assessment coefficient, wherein c1 is the preset proportional coefficient, c1 is greater than zero, K is the visual risk assessment coefficient, and compare and analyze the visual risk assessment coefficient K with the preset visual risk assessment coefficient range stored internally:

[0067] If the visual risk assessment coefficient K is greater than the maximum value in the preset visual risk assessment coefficient range, it is determined to be a first-level visual risk;

[0068] If the visual risk assessment coefficient K falls within the preset visual risk assessment coefficient range, it is determined to be a level 2 visual risk;

[0069] If the visual risk assessment coefficient K is less than the minimum value in the preset visual risk assessment coefficient range, it is determined to be a third-level visual risk, wherein the visual risk levels of the visual panels corresponding to the first-level visual risk, the second-level visual risk and the third-level visual risk are successively reduced, and the first-level visual risk, the second-level visual risk and the third-level visual risk are set as the visual stability level KD, KD=1, 2, 3, that is, when the visual stability level KD=1, it indicates a first-level visual risk, the visual stability level KD=2, it indicates a second-level visual risk, and the visual stability level KD=3, it indicates a third-level visual risk, and the visual stability level KD is sent to the display management unit. After receiving the visual stability level KD, the display management unit immediately displays the preset warning text corresponding to the visual stability level KD, so as to perform visual performance management on the visual panel according to the information feedback, so as to ensure the stability, integrity and fluency of the visual panel data processing process;

[0070] In summary, the present invention analyzes from the two perspectives of integrity and fluency of visual panel data display, so as to manage the visual performance of the visual panel according to the information feedback situation, so as to ensure the stability, integrity and fluency of the visual panel data processing process, that is, analyzes from the two points of display risk and transmission from the perspective of integrity, so as to improve the comprehensiveness of the analyzed data, and performs information integrity supervision and evaluation analysis on the display interference data to understand the visual panel display risk situation, and performs information display interference supervision analysis on the transmission performance data, so as to understand the data display risk situation from the perspective of data transmission, avoid data loss, and perform information fusion completion through information feedback and fusion. Integrity assessment analysis, that is, a fusion analysis is conducted from three points: data transmission, visual panel’s own interference, and specific data display, in order to understand the data display integrity of the e-commerce operation evaluation, which in turn helps to ensure the data display integrity and analysis accuracy of the e-commerce operation evaluation, so as to reduce the impact of data display problems on subsequent analysis results. By conducting a smoothness risk assessment analysis on the operation performance data from the perspective of smoothness, that is, analyzing from the perspective of data display screen switching and freezes, in order to understand the smoothness of the visual panel display data, so as to reasonably perform smooth data processing, and through information feedback and fusion, visual risk supervision feedback analysis is conducted to ensure the stability of the entire data display and analysis process.

[0071] The threshold is set to facilitate comparison. The size of the threshold depends on the amount of sample data and the number of bases set by technicians in this field for each group of sample data; as long as it does not affect the proportional relationship between the parameter and the quantized value.

[0072] The above formulas are obtained by collecting a large amount of data for software simulation and selecting a formula that is close to the actual value. The coefficients in the formula are set by technical personnel in this field according to actual conditions. The above is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited to this. Any technical personnel familiar with the technical field within the technical scope disclosed by the present invention, according to the technical solution and the inventive concept of the present invention, make equivalent replacement or change, which should be covered within the protection scope of the present invention.

Claims

1. A data analysis and visualization platform for e-commerce operation evaluation, It is characterized in that It includes a visual management platform, a display information unit, a display risk unit, a transmission supervision unit, a visual evaluation unit, a display performance unit, a fusion management unit and a display management unit; The display information unit is used to collect display interference data and transmission performance data of the visual panel, and send the display interference data and transmission performance data to the display risk unit and the transmission supervision unit respectively. After receiving the display interference data, the display risk unit immediately performs information integrity supervision assessment analysis on the display interference data to obtain the integrity interference assessment coefficient XG; After receiving the transmission performance data, the transmission supervision unit immediately performs information display interference supervision analysis on the transmission performance data to obtain a transmission integrity risk coefficient Q; The visual evaluation unit is used to perform information fusion integrity evaluation analysis on the visual panel, compare and analyze the obtained visual integrity evaluation index Z, and send the obtained complete signal and repair signal to the display management unit; The display performance unit is used to collect the operation performance data of the visual panel, and perform a fluency risk assessment analysis on the operation performance data, and send the obtained stable signal and jamming signal to the display management unit via the fusion management unit; The fusion management unit is used to respond to the complete signal and the stable signal to perform visual risk supervision feedback analysis, compare and analyze the obtained visual risk assessment coefficient K, and obtain the visual stability level KD.

2. A data analysis and visualization platform for e-commerce operation evaluation according to claim 1, It is characterized in that The information integrity supervision assessment and analysis process of the display risk unit is as follows: The data display and analysis period of the e-commerce operation evaluation is collected and set as the time threshold. The display interference data of the visual panel within the time threshold is obtained. The display interference data includes internal interference value and external interference value. The internal interference value and the external interference value are labeled as NG and WG respectively. The internal interference value NG and the external interference value WG are substituted into the formula to obtain the integrity interference assessment coefficient XG.

3. A data analysis and visualization platform for e-commerce operation evaluation according to claim 2, It is characterized in that The internal interference value represents the product of the number of damage values ​​of the internal components of the visual panel exceeding the preset threshold and the part of the maximum internal environment temperature that exceeds the initial temperature of the internal environment after data normalization; the external interference value represents the ratio of the occupied area of ​​the interference factors on the display surface of the visual panel to the display surface area of ​​the visual panel, and the interference factors include dust adsorption value and stains. The dust adsorption value represents the number of dust particles whose volume is greater than the preset dust particle volume threshold.

4. A data analysis and visualization platform for e-commerce operation evaluation according to claim 1, It is characterized in that The information display interference supervision analysis process of the transmission supervision unit is as follows: Acquire the transmission performance data of the visible panel within the time threshold, the transmission performance data includes the loss risk value and the network assessment value, the loss risk value and the network assessment value are labeled as DS and WP respectively, and substitute the loss risk value DS and the network assessment value WP into the formula to obtain the transmission integrity risk coefficient Q; The loss risk value represents the product of the number of transmission interruptions during the transmission process of the e-commerce operation evaluation data and the total interruption duration after data normalization processing; the network evaluation value represents the product of the maximum change in the packet loss rate of the transmission network and the network congestion duration after data normalization processing.

5. A data analysis and visualization platform for e-commerce operation evaluation according to claim 1, It is characterized in that The information fusion integrity assessment analysis process of the visual assessment unit is as follows: Divide the data visual panel into g sub-region blocks, where g is a natural number greater than zero, obtain display status data of the visual panel within a time threshold, the display status data represents a screen risk value, the screen risk value represents the ratio between the number of sub-region blocks corresponding to data defect features and the total number of sub-region blocks, the data defect features include data loss and data display defects, and the screen risk value is labeled HM; The visual integrity evaluation index Z is obtained according to the formula, and the visual integrity evaluation index Z is compared and analyzed with the preset visual integrity evaluation index threshold value stored in the internal input: If the ratio between the visual integrity assessment index Z and the preset visual integrity assessment index threshold is less than 1, a complete signal is generated; If the ratio between the visual integrity evaluation index Z and the preset visual integrity evaluation index threshold is greater than or equal to 1, a repair signal is generated.

6. A data analysis and visualization platform for e-commerce operation evaluation according to claim 1, It is characterized in that The fluency risk assessment analysis process of the display performance unit is as follows: The operation performance data of the visual panel within the time threshold is obtained, and the operation performance data includes a switching evaluation value and an operation performance value. The switching evaluation value and the operation performance value are compared and analyzed with the preset switching evaluation value threshold and the preset operation performance value threshold stored in the internal input: If the switching evaluation value is less than the preset switching evaluation value threshold, and the operation performance value is less than the preset operation performance value threshold, a stable signal is generated; If the switching evaluation value is greater than or equal to the preset switching evaluation value threshold, or the operation performance value is greater than or equal to the preset operation performance value threshold, a freeze signal is generated.

7. A data analysis and visualization platform for e-commerce operation evaluation according to claim 6, It is characterized in that The switching evaluation value represents the proportion of the number of times the duration between the start time of the display screen switching and the end time of the complete display of the switching screen data is greater than the preset threshold in the total number of display screen switching times; the running performance value represents the product of the number of times the display screen freezes and the total freeze duration after data normalization processing.

8. A data analysis and visualization platform for e-commerce operation evaluation according to claim 1, It is characterized in that The visual risk supervision feedback analysis process of the fusion management unit is as follows: Obtain the visual integrity assessment index Z corresponding to the complete signal within the time threshold, obtain the switching assessment value and the operation performance value corresponding to the stable signal within the time threshold, label the switching assessment value and the operation performance value as QH and YB respectively, substitute the visual integrity assessment index Z, the switching assessment value QH and the operation performance value YB into the formula K=Z×QH×YB×c1 to obtain the visual risk assessment coefficient, wherein c1 is the preset proportional coefficient, c1 is greater than zero, K is the visual risk assessment coefficient, and compare and analyze the visual risk assessment coefficient K with the preset visual risk assessment coefficient range stored internally: If the visual risk assessment coefficient K is greater than the maximum value in the preset visual risk assessment coefficient range, it is determined to be a first-level visual risk; If the visual risk assessment coefficient K falls within the preset visual risk assessment coefficient range, it is determined to be a level 2 visual risk; If the visible risk assessment coefficient K is less than the minimum value in the preset visible risk assessment coefficient range, it is determined to be a level 3 visible risk, and the level 1 visible risk, level 2 visible risk and level 3 visible risk are set as visible stability levels KD, KD=1, 2, 3.

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