CN118155818A - Integrated message management platform - Google Patents
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Abstract
The invention belongs to the technical field of medical information management, and particularly relates to a comprehensive message management platform. The invention is helpful for helping intelligent hospitals to establish perfect monitoring and auditing mechanisms, timely find abnormal login behaviors and process the abnormal login behaviors, improve the safety and controllability of a system, help hospitals to establish a more standard and efficient information management mechanism, ensure that important information is recorded and transmitted in time, improve the quality and efficiency of information management, and help hospital staff to quickly identify and process the effective information by screening successfully-entered information sending processes and results, reduce the time and energy for processing invalid information and improve the working efficiency.
Description
Technical Field
The invention belongs to the technical field of medical information management, and particularly relates to a comprehensive message management platform.
Background
At present, part of hospitals are focused on creating a management platform for managing integrated messages, aiming at the medical hidden trouble and the key and difficult points of quality control work in medical work, the effective and uninterrupted closed-loop monitoring management of medical quality is realized by means of information technology, the message management platform provides a unified interface, and the unified interface is used for interconnecting and intercommunicating messages with other systems, so that unified display, instant processing and closed-loop pushing of the messages are realized, and the management efficiency of the hospitals is improved.
However, the management platform for managing the comprehensive message constructed at present still has the defects and shortcomings, and is particularly characterized in that the confidence coefficient of the login process is not judged, the message input and sending process is not judged, if the confidence coefficient of the login process is not judged, a certain safety risk exists, and an unauthorized user can access the system to perform malicious operation or reveal sensitive information. Moreover, the message input and transmission process needs to be judged, otherwise, the message content is possibly wrong, lost or delayed to be transmitted, the internal communication efficiency of the hospital is affected, and even important information is missed or erroneously transmitted.
In summary, the currently-built management platform for managing the integrated message does not judge the confidence level of the login process, which may cause that the system is accessed by an unauthorized user, patient privacy information or hospital confidential information is revealed, and data leakage risk is caused; problems with the message entry and transmission process may lead to missing or erroneous information communication, affecting the internal coordination and working efficiency of the hospital and possibly even the accuracy of patient treatment and medical decisions.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides a comprehensive message management platform, which is helpful for helping intelligent hospitals to establish perfect monitoring and auditing mechanisms, discover abnormal login behaviors in time and process the abnormal login behaviors, and improves the safety and controllability of the system.
In order to achieve the above purpose, the invention is realized by the following technical scheme: the comprehensive message management platform comprises a login process confidence judging subsystem, a message input process judging subsystem, a message sending process judging subsystem and a message sending result judging subsystem, wherein:
The login process confidence judgment subsystem is used for acquiring a login process data set of the login platform, judging the confidence of the login process based on the acquired login process data set of the login platform, screening the confidence login process and marking the confidence login process as successful login;
The message input process judging subsystem is used for acquiring a successful login message input condition data set, judging the successful login message input process based on the acquired successful login message input condition data set, and screening and inputting a successful message;
The message sending process judging subsystem is used for acquiring a recording success message sending process condition data set, judging the recording success message sending process based on the acquired recording success message sending process condition data set, and screening the success message sending process;
And the message sending result judging subsystem is used for acquiring a successful sending message process result condition data set, judging the successful sending message process result based on the acquired successful sending message process result condition data set, and screening the successful message sending result.
As a further scheme, the login process data set of the login platform specifically comprises total use time of the login process of the login platform, login times used by successful login of the login process, ID used by the login platform of the login personnel, real-time IP address of the login platform of the login personnel and total number of successfully logged-in devices of the ID used by the login platform of the login personnel.
As a further scheme, based on the acquired login process data set of the login platform, the confidence coefficient of the login process is judged, the confidence login process is screened, the confidence login process is marked as successful login, and the specific analysis process is as follows:
Acquiring the ID used by a login person login platform in a login person login platform process data set, the real-time IP address of the login person login platform and the total number of successful login devices of the ID used by the login person login platform;
Judging the real-time IP address of a login platform of a login person; comparing the real-time IP address of the login person login platform with the ID historical IP address used by the login person login platform stored in the database; if the ID historical IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform exists, marking the real-time IP address of the login personnel login platform as passing, and judging whether the ID used by the login personnel login platform can be logged in the current equipment;
If the ID history IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform does not exist, a verification code is sent to a mobile phone number of a person corresponding to the ID used by the login personnel login platform stored in a database to verify the real-time IP address of the login personnel login platform, if a correct verification code is input in a verification frame, the real-time IP address of the login personnel login platform is marked as passing, whether the ID used by the login personnel login platform can be logged in a current device is judged, if the correct verification code cannot be input in the verification frame within a set specified time, the real-time IP address of the login personnel login platform is marked as failing, and the login process is marked as unsuccessful login;
Extracting the total number of successful login devices of the ID used by the login person login platform, and acquiring the main device corresponding to the ID used by the login person login platform stored in a database; if the current login device is the main device corresponding to the ID used by the login platform of the login person, the ID used by the login platform of the login person can log in the current device, and the confidence coefficient of the login process is judged; if the current login equipment is not the main equipment corresponding to the ID used by the login platform of the login personnel, comparing the total number of the successful login equipment of the ID used by the login platform of the login personnel with the total number of the limited successful login equipment stored in the database, if the total number of the successful login equipment of the ID used by the login platform of the login personnel is lower than the total number of the limited successful login equipment, the ID used by the login platform of the login personnel can log in the current equipment, judging the confidence coefficient of the login process, and if the total number of the successful login equipment of the ID used by the login platform of the login personnel is higher than or equal to the total number of the limited successful login equipment, the ID used by the login platform of the login personnel cannot log in the current equipment, and marking the login process as unsuccessful login;
Obtaining total use time of a login process of a login platform in a login process data set of login personnel and login times of successful login of the login process, comprehensively analyzing to obtain a login process confidence evaluation value, judging the login process confidence by using the login process confidence evaluation value as an analysis basis for screening the confidence login process; if the confidence evaluation value of the login process of a certain login process is higher than or equal to the confidence reference evaluation value of the login process stored in the database, marking the login process as a confidence login process, and marking the confidence login process as successful login; if the confidence evaluation value of the login process of a certain login process is lower than the confidence reference evaluation value of the login process stored in the database, marking the login process as an unconfirmed login process, and marking the unconfirmed login process as unsuccessful login.
As a further scheme, the successful logging-in information logging-in condition data set specifically comprises total information logging duration, total information logging text bytes and total information logging frame filling number.
As a further scheme, based on the acquired successful login message input condition data set, the successful login message input process is judged, and the input success message is screened, wherein the specific analysis process is as follows:
Based on the acquired successful login message input condition data set, comprehensively analyzing to obtain a successful login message input condition evaluation value which is used as an analysis basis for screening and inputting the successful message; comparing the evaluation value of the successful login message entry condition with the reference evaluation value of the successful login message entry condition stored in the database; if the evaluation value of the successful login message input condition is higher than or equal to the reference evaluation value of the successful login message input condition, marking the successful login message input process as successful, and marking the input message as an input success message; if the evaluation value of the successful login message input condition is lower than the reference evaluation value of the successful login message input condition, marking the successful login message input process as unsuccessful, marking the input message as unsuccessful input, and re-inputting the input message.
As a further scheme, the condition data set of the successful message transmission process is recorded, and specifically comprises total time length of a successful message transmission response, packet loss rate of successful message transmission and network bandwidth of successful message transmission.
As a further scheme, based on the acquired condition data set of the successful message transmission process of the input, judging the successful message transmission process of the input, and screening the successful message transmission process, wherein the specific analysis process is as follows:
based on the acquired data set of the condition of the successful message transmission process, comprehensively analyzing to obtain an evaluation value of the successful message transmission process, wherein the evaluation value of the successful message transmission process is used as an analysis basis for screening the successful message transmission process; comparing the evaluation value of the recording success message sending process with the reference evaluation value of the recording success message sending process stored in the database; if the evaluation value of the recording success message sending process is higher than or equal to the reference evaluation value of the recording success message sending process, marking the recording success message sending process as a success message sending process; if the evaluation value of the recording success message sending process is lower than the reference evaluation value of the recording success message sending process, marking the recording success message sending process as an unsuccessful message sending process, and retransmitting the unsuccessful message sending process.
As a further scheme, the condition evaluation value of the successful message sending process is input, and the specific analysis process is as follows:
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In the formula, ω is an evaluation value of the case of the recording success message transmission process, XY is a total duration of the recording success message transmission response, DB is a transmission packet loss rate of the recording success message transmission, DK is a bandwidth of the recording success message transmission network, XY 0 defines a total duration of the recording success message transmission response stored in the database, DB 0 defines a network bandwidth of the recording success message transmission reference packet loss rate stored in the database, DK 0 defines a network bandwidth of the recording success message transmission response stored in the database, epsilon 1 is a compensation factor of the set total duration of the recording success message transmission response, epsilon 2 is a compensation factor of the set transmission packet loss rate of the recording success message transmission network, epsilon 3 is a compensation factor of the set recording success message transmission network bandwidth, and alpha is a correction factor of the evaluation value of the case of the recording success message transmission process.
As a further scheme, the successful message sending process result condition data set specifically comprises the total time spent for receiving the successful message from the successful message sending process, and the successful message sending process finally receives the duty ratio of the corresponding field of the name of the message personnel and the corresponding field of the name of the message personnel to be received.
As a further scheme, based on the acquired successful message sending process result condition data set, judging the successful message sending process result, screening the successful message sending result, wherein the specific analysis process is as follows:
Acquiring total time spent on successful sending of the message to the message received in the successful sending process result condition data set, and comparing the total time spent on successful sending of the message to the message received with the total time spent on successful sending of the message to the message received definition stored in the database; if the total time spent successfully sending the message to the message received is longer than the total time spent successfully sending the message to the message received, marking the message sending result as an unsuccessful message sending result, and retransmitting the message; if the total time spent successfully sending the message to the message received is equal to or lower than the total time spent successfully sending the message to the message received and defining the total time spent, judging the personnel who finally receive the message in the process of successfully sending the message;
Acquiring the ratio of a field corresponding to the name of a person who finally receives the message to a field corresponding to the name of the person who should receive the message in a successful message sending process result condition data set; if the ratio of the field corresponding to the name of the message personnel to be received is not 100% in the process of successfully sending the message, extracting the personnel which are required to receive the message but are not actually received, and retransmitting the message by the personnel which are required to receive the message but are not actually received; if the ratio of the field corresponding to the name of the message personnel to be received is 100% in the process of successfully sending the message, marking the message sending result as a successful message sending result.
The invention has the following advantages or beneficial effects:
(1) By judging the confidence coefficient of the login process, the method can effectively prevent unauthorized users from accessing the system, reduce the risk of malicious attack or data leakage of the system, and protect the privacy of patients and the safety of sensitive information of hospitals; the authenticity of the user identity can be ensured, the possibility of identity counterfeiting or fraudulent use is reduced, the safety and the credibility of the system are improved, the intelligent hospital is helped to establish a perfect monitoring and auditing mechanism, abnormal login behaviors are timely found and processed, and the safety and the controllability of the system are improved.
(2) According to the method, the successful login message input process is judged, and the input success message is screened, so that important information can be ensured to be accurately transmitted to related personnel, the accuracy and the effect of communication are improved, and the cooperation and coordination among departments in a hospital are facilitated; the successful information of screening and inputting can help hospital staff to quickly identify and process effective information, reduce the time and energy for processing ineffective information and improve the working efficiency; the hospital can establish a more standard and efficient information management mechanism, ensure that important information is recorded and transmitted in time, and improve the quality and efficiency of information management.
(3) The invention can judge the successful input message sending process and result, and can ensure that the message can be timely and accurately sent to the appointed receiver, thereby improving the information transmission efficiency and reducing the delay and error of the information transmission; the intelligent hospital can timely find abnormal conditions, such as that the information is tampered or sent to an incorrect receiver, so that the safety of the information is improved, and sensitive information leakage is prevented; the successful input message sending process and result of screening can help hospital staff to quickly identify and process effective information, reduce time and energy for processing ineffective information, and improve working efficiency.
Drawings
FIG. 1 is a schematic diagram of a platform subsystem connection according to the present invention.
Detailed Description
The technical solutions of the embodiments of the present invention are clearly and completely described below with reference to the accompanying drawings.
As shown in fig. 1, the integrated message management platform includes a login process confidence judging subsystem, a message entry process judging subsystem, a message sending process judging subsystem, and a message sending result judging subsystem.
The login process confidence judging subsystem is used for acquiring a login process data set of the login platform, judging the confidence of the login process based on the acquired login process data set of the login platform, screening the confidence login process and marking the confidence login process as successful login.
Specifically, the login process data set of the login platform comprises total use time of the login process of the login platform, login times used for successful login of the login process, ID used by the login platform of login personnel, real-time IP address of the login platform of the login personnel and total number of successfully logged-in devices of the ID used by the login platform of the login personnel.
The index of the total use time length of the login process of the login platform represents the accumulated time of all the login processes, so that the response speed and stability of the login platform can be evaluated, and the longer login time length can indicate that the login process is complex or the system performance is poor. The index of the login frequency used for successful login in the login process indicates the number of successful login, and can be used for evaluating the reliability and user experience of a login platform. The index of the login platform ID indicates the identifier used by the login person on the platform and can be used to track and identify different users, each login person having a unique ID so that the system can identify and record their activities. The index of the real-time IP address of the login platform of the login personnel indicates the real-time IP address used by the login personnel when the login platform is used for identifying the position and network information of the user, and the IP address can also be used for safely monitoring and identifying potential malicious login behaviors. The index of the total number of successfully logged-in devices of the ID used by the login platform of the login person indicates the total number of successfully logged-in devices of each login person, which can be used to evaluate the activity condition of the user and the use frequency of the devices, and the higher total number of devices may indicate that the user logs in the platform on a plurality of devices.
Specifically, based on the acquired login process data set of the login platform, judging the confidence coefficient of the login process, screening the confidence login process, marking the confidence login process as successful login, and analyzing the confidence login process as follows:
Acquiring the ID used by a login person login platform in a login person login platform process data set, the real-time IP address of the login person login platform and the total number of successful login devices of the ID used by the login person login platform; judging the real-time IP address of a login platform of a login person; comparing the real-time IP address of the login person login platform with the ID historical IP address used by the login person login platform stored in the database; if the ID historical IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform exists, marking the real-time IP address of the login personnel login platform as passing, and judging whether the ID used by the login personnel login platform can be logged in the current equipment;
If the ID history IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform does not exist, a verification code is sent to a mobile phone number of a person corresponding to the ID used by the login personnel login platform stored in a database to verify the real-time IP address of the login personnel login platform, if a correct verification code is input in a verification frame, the real-time IP address of the login personnel login platform is marked as passing, whether the ID used by the login personnel login platform can be logged in a current device is judged, if the correct verification code cannot be input in the verification frame within a set specified time, the real-time IP address of the login personnel login platform is marked as failing, and the login process is marked as unsuccessful login; extracting the total number of successful login devices of the ID used by the login person login platform, and acquiring the main device corresponding to the ID used by the login person login platform stored in a database;
If the current login device is the main device corresponding to the ID used by the login platform of the login person, the ID used by the login platform of the login person can log in the current device, and the confidence coefficient of the login process is judged; if the current login equipment is not the main equipment corresponding to the ID used by the login platform of the login personnel, comparing the total number of the successful login equipment of the ID used by the login platform of the login personnel with the total number of the limited successful login equipment stored in the database, if the total number of the successful login equipment of the ID used by the login platform of the login personnel is lower than the total number of the limited successful login equipment, the ID used by the login platform of the login personnel can log in the current equipment, judging the confidence coefficient of the login process, and if the total number of the successful login equipment of the ID used by the login platform of the login personnel is higher than or equal to the total number of the limited successful login equipment, the ID used by the login platform of the login personnel cannot log in the current equipment, and marking the login process as unsuccessful login;
Obtaining total use time of a login process of a login platform in a login process data set of login personnel and login times of successful login of the login process, comprehensively analyzing to obtain a login process confidence evaluation value, judging the login process confidence by using the login process confidence evaluation value as an analysis basis for screening the confidence login process; if the confidence evaluation value of the login process of a certain login process is higher than or equal to the confidence reference evaluation value of the login process stored in the database, marking the login process as a confidence login process, and marking the confidence login process as successful login; if the confidence evaluation value of the login process of a certain login process is lower than the confidence reference evaluation value of the login process stored in the database, marking the login process as an unconfirmed login process, and marking the unconfirmed login process as unsuccessful login.
In this embodiment, the above-mentioned confidence evaluation value of the login process may be further obtained by analyzing the machine learning integrated model, and the prediction results of the multiple basic models are combined by using a random forest or LightGBM to obtain a more accurate confidence evaluation value of the login process, and may also be obtained by calculating the following manner, where the calculation formula of the confidence evaluation value of the login process is:
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In the formula, delta is a confidence evaluation value of a login process, DT is total use time length of the login process of the login platform, DN is login times used for successful login of the login process, DT 0 defines use time length of the login process of the login platform stored in a database, DN 0 defines use login times for successful login of the login process stored in the database, mu 1 is a compensation factor of the total use time length of the login process of the set login platform, and mu 2 is a compensation factor of the login times used for successful login of the set login process.
In this embodiment, the confidence evaluation value of the login process is obtained by calculating the total use time length of the login process of the login platform and the login times used for successful login in the login process, comprehensively considering the total use time length of the login process of the login platform and the login times used for successful login in the login process, and by evaluating the total use time length and the login success times of the login process, the operation experience of the user on the login platform can be known, further, the login process is optimized, the login efficiency and convenience of the user are improved, and the user satisfaction is improved. By comprehensively considering the total use time length, login success times and other factors of the login process, the stability and performance of the system can be evaluated, the comprehensive message management platform is helped to find and solve the possible problems in the login process in time, and the running efficiency and stability of the system are improved.
The login success times of the login process can reflect the login behavior of the user, and abnormal login behavior can be found in time by comprehensively evaluating the login success times, so that the safety of the system is improved, and the personal information and the data safety of the user are protected. The total use time length, login success times and other factors of the login process are comprehensively considered, so that the comprehensive message management platform can be helped to optimize the service flow, the service quality is improved, the user can smoothly log in the platform and use related functions, and the overall service experience is improved. By comprehensively evaluating the data in the login process, data support can be provided for the comprehensive message management platform, management staff is helped to carry out decision analysis, system design and operation strategies are optimized, and management efficiency and decision accuracy are improved.
The total use time of the login process of the login platform can be recorded by recording the starting time and the ending time of each login of a user, then the total use time of the login process is calculated, the login times used for successful login in the login process can be recorded in a log file or a database of the login platform, the successful login times are calculated, the defined use time length of the login process of the login platform stored in the database is a threshold value set by a system administrator or a development team according to the performance and user experience of the platform, and the defined use time length of the login process is normal or not.
The login success definition using login times stored in the database is a threshold value set by a system administrator or a development team, and is used for determining whether the login times used by the successful login are within a normal range, the compensation factor of the total using time length of the set login platform login process is set according to the service requirement of the platform and user feedback, the influence factor used for adjusting the total using time length of the login process is set, and the compensation factor of the login times used by the set login process login success is set according to the service requirement of the platform and user feedback, and the influence factor used for adjusting the login times used by the login success is set.
In this embodiment, by comparing the real-time IP address and the historical IP address of the login platform of the login person and sending the verification code for verification, the risk of unauthorized access and theft of the account number can be effectively prevented, and the security of the login platform is improved. The total number of the successful login devices of the ID used by the login platform of the login personnel is compared with the total number of the limited successful login devices, so that the risk that the devices are stolen or logged in for many times can be reduced, the user is ensured to log in on legal devices, and unnecessary risks are reduced. By evaluating and screening the confidence coefficient of the login process, the user can be ensured to login on legal equipment smoothly, unnecessary verification steps are reduced, and user experience and operation convenience are improved.
The comprehensive analysis of various indexes in the login process data set of the login platform can help intelligent hospitals optimize login flow, improve login success rate, reduce unnecessary login failure and verification steps, improve overall login efficiency, timely discover abnormal login behaviors or risks by evaluating and monitoring the confidence coefficient of the login process, strengthen real-time monitoring and safety protection of the login platform, and guarantee safety of a hospital information system.
In this embodiment, by judging the confidence level in the login process, an unauthorized user can be effectively prevented from accessing the system, the risk of malicious attack or data disclosure of the system is reduced, and the privacy of a patient and the security of sensitive information of a hospital are protected. The confidence judgment is carried out on the login process, so that the authenticity of the identity of the user can be ensured, the possibility of counterfeiting or fraudulent use of the identity is reduced, the safety and the reliability of the system are improved, the intelligent hospital can be helped to establish a perfect monitoring and auditing mechanism by carrying out the confidence judgment on the login process, abnormal login behaviors can be found and processed in time, and the safety and the controllability of the system are improved.
The message input process judging subsystem is used for acquiring a successful login message input condition data set, judging the successful login message input process based on the acquired successful login message input condition data set, and screening and inputting the successful message.
Further, the successful logging-in information logging-in condition data set specifically comprises total information logging duration, total information logging text bytes and total information logging frame filling number. The total duration of message entry represents the total time it takes to enter a message or a communication, an indicator that can help assess the speed and efficiency of message entry, typically for monitoring and optimizing the message entry process. The total bytes of the message input text represent the total bytes of the input message text content, and this index can reflect the content richness and detail of the message and is generally used for evaluating the quality and content integrity of the message input. The total number of message entry boxes indicates the total number of boxes that are correctly filled when a message is entered, and this index can help evaluate the integrity and accuracy of the message entry, typically for monitoring and optimizing the flow of entry forms or information fills.
Specifically, based on the acquired successful login message input condition data set, the successful login message input process is judged, the successful login message is screened, and the specific analysis process is as follows:
Based on the acquired successful login message input condition data set, comprehensively analyzing to obtain a successful login message input condition evaluation value which is used as an analysis basis for screening and inputting the successful message; comparing the evaluation value of the successful login message entry condition with the reference evaluation value of the successful login message entry condition stored in the database; if the evaluation value of the successful login message input condition is higher than or equal to the reference evaluation value of the successful login message input condition, marking the successful login message input process as successful, and marking the input message as an input success message; if the evaluation value of the successful login message input condition is lower than the reference evaluation value of the successful login message input condition, marking the successful login message input process as unsuccessful, marking the input message as unsuccessful input, and re-inputting the input message.
In this embodiment, the evaluation value of the successful login message entry condition may be further obtained by analyzing the machine learning integrated model, and the prediction results of the plurality of basic models are combined by using the K-means clustering model, so as to obtain a more accurate evaluation value of the successful login message entry condition, and may also be obtained by calculating the following manner, where the calculation formula of the evaluation value of the successful login message entry condition is:
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In the formula, gamma is an evaluation value of successful logging information logging condition, LR is total information logging time length, ZJ is total information logging time length byte, TK is total information logging frame filling number, LR 0 is total information logging reference time length stored in a database, ZJ 0 is total information logging time length reference byte stored in the database, TK 0 is total information logging frame number stored in the database, sigma 1 is a compensation factor of the total information logging time length, sigma 2 is a compensation factor of the total information logging time length byte, and sigma 3 is a compensation factor of the total information logging frame filling number.
In a specific embodiment, the evaluation value of the successful login message entry condition is calculated by the total message entry duration, the total message entry text bytes and the total message entry frame filling number. Comprehensively considering factors such as total message input duration, total message input text bytes, total message input frame filling number and the like, by evaluating the total message input duration, the time required by a user when inputting the message can be known, so that the input flow is optimized, the working efficiency is improved, unnecessary waiting time is reduced, and the efficiency of hospital information management is improved. The total bytes of the message input text can be evaluated to help evaluate the richness and accuracy of the input content, and by monitoring the byte quantity, a user can be promoted to fill in the message content more seriously, the quality and accuracy of data are improved, and the accuracy and reliability of hospital information management are facilitated.
The total number of the message input frames is considered to evaluate the operation complexity of the user when inputting the message, the user experience can be improved, the operation burden of the user is reduced, the satisfaction of the user is increased, and the user viscosity of the comprehensive message management platform of the hospital is further improved by optimizing the input frame design and the filling flow. The method comprehensively considers factors such as total message input duration, total message input text bytes, total message input frame filling number and the like, can provide more comprehensive and accurate data for hospitals, supports a hospital management layer to carry out data analysis and decision making, helps hospitals to better know the service condition of an information management platform, and makes corresponding improvement strategies and measures.
The total duration of message input can be obtained by recording a time stamp at the beginning of message input, recording the time stamp again at the end of message input, calculating the time difference between the two time stamps, obtaining the total text content of the message input by programming when the user inputs or pastes the message text, and calculating the byte number of the text to obtain the total text byte of the message input. The total number of message entry boxes can be set by programming a counter in the message entry boxes, and each time a user inputs or edits content in the entry boxes, the counter is incremented, so that the total number of message entry boxes is obtained.
The data are usually stored in a database of the system, the system administrator or developer can access the database through a database management tool to query corresponding tables or fields to obtain the reference data, the compensation factors of the set total duration of the message entry, the compensation factors of the set total bytes of the message entry and the compensation factors of the total number of the message entry frames, and the compensation factors are usually parameters set by the system administrator or developer in system configuration, and the administrator can log in a system background management interface or configuration file to find corresponding setting items for adjustment and configuration.
In this embodiment, by comparing and screening the evaluation values of the successful logging information logging condition, the logging error or incomplete information can be eliminated, so that the logging information data is ensured to be accurate and free, and the accuracy and reliability of the data are improved. The unsuccessful message input is marked and the re-input is required, so that the data confusion and repeated work caused by the error input can be avoided, the time and the manpower resources are saved, and the work efficiency is improved. The information which is not successfully recorded is recorded again, so that staff can be helped to find and correct errors in time, the efficiency and the accuracy of information recording are improved, and the workload of subsequent data processing and error correction is reduced.
By screening and re-inputting unsuccessful information, the quality and the integrity of the input data can be ensured, information misunderstanding or decision errors caused by error data are reduced, the quality and the reliability of the data are ensured, the information input process is optimized, the input information data are ensured to be accurate, the experience and the satisfaction of a user can be improved, and unnecessary troubles and error correction processes caused by the data errors are reduced.
In this embodiment, by judging the successful login message input process and screening the input success message, important information can be ensured to be accurately transmitted to related personnel, the accuracy and effect of communication are improved, and cooperation and coordination among departments in a hospital are facilitated. The successful information is screened and input, so that hospital staff can be helped to quickly identify and process effective information, the time and energy for processing ineffective information are reduced, and the working efficiency is improved. By judging the successful login message input process, a hospital can establish a more standard and efficient information management mechanism, so that important information is ensured to be recorded and transmitted in time, and the quality and efficiency of information management are improved.
The message sending process judging subsystem is used for acquiring the condition data set of the successful message sending process, judging the successful message sending process based on the acquired condition data set of the successful message sending process, and screening the successful message sending process.
The method specifically comprises the steps of recording a successful message sending process condition data set, wherein the recording of the successful message sending process condition data set specifically comprises total recording of a successful message sending response time length, recording of a successful message sending transmission packet loss rate and recording of a successful message sending transmission network bandwidth. The total duration of the transmission response of the successful message is the total time from the sending of the message to the successful receipt of the message by the receiver, and comprises the whole time of the message generated at the sending end, transmitted to the network, arriving at the receiving end and processed, wherein the duration can comprise network transmission delay, processing delay and other possible waiting time, and the lower total duration of the response means higher transmission and processing efficiency of the message and higher response speed of the system.
The packet loss rate of the transmission of the input successful message transmission refers to the proportion of messages lost in the message transmission process, when the messages are lost due to network congestion, transmission errors or other reasons in the transmission process, the packet loss rate can be used for measuring the stability and reliability of network transmission, and a lower packet loss rate indicates that the network transmission quality is higher, and the messages can reach a receiving end more reliably. The successful message transmission network bandwidth is input to the network bandwidth used in the message transmission process, the network bandwidth represents the maximum rate at which the network connection can transmit data, the transmission network bandwidth of the message depends on the capabilities of network equipment and connection, and the current network load condition, and a higher network bandwidth means that the network can transmit the message faster, so that the efficiency and the speed of message transmission are improved.
Further, based on the acquired condition data set of the successful message transmission process, the successful message transmission process is judged, and the successful message transmission process is screened, wherein the specific analysis process is as follows: based on the acquired data set of the condition of the successful message transmission process, comprehensively analyzing to obtain an evaluation value of the successful message transmission process, wherein the evaluation value of the successful message transmission process is used as an analysis basis for screening the successful message transmission process; comparing the evaluation value of the recording success message sending process with the reference evaluation value of the recording success message sending process stored in the database;
if the evaluation value of the recording success message sending process is higher than or equal to the reference evaluation value of the recording success message sending process, marking the recording success message sending process as a success message sending process; if the evaluation value of the recording success message sending process is lower than the reference evaluation value of the recording success message sending process, marking the recording success message sending process as an unsuccessful message sending process, and retransmitting the unsuccessful message sending process.
In this embodiment, by evaluating the indexes of the message sending process, the message that may have a transmission problem can be identified, and then the message process that is marked as unsuccessful sending is marked, and resending the marked messages can improve the reliability of message transmission, ensure that important information can reach the receiver in time, and thereby reduce possible omission or delay in message transmission.
The process of screening successfully transmitted messages can help to optimize system performance, unnecessary repeated transmission and processing are reduced, so that the utilization rate of system resources is improved, meanwhile, the process of retransmitting unsuccessful messages can improve the overall performance of the system by repairing network problems or optimizing a message transmission mechanism, the user experience on a comprehensive message management platform is improved by ensuring the reliability and timeliness of message transmission, the user can trust the system more, and required information is acquired more conveniently, so that the working efficiency and satisfaction are improved. The unsuccessful message retransmission process helps to discover and solve possible problems in the system, such as network failure, overload of servers, etc., and by continuously optimizing the system, the stability and reliability of the system can be enhanced, and the risk of system failure or disruption can be reduced.
In this embodiment, the above evaluation value of the condition of the successful message transmission process of logging may be further obtained by analyzing the machine learning integrated model, and the prediction results of the multiple basic models are combined by using an integrated method, such as GradientBoostingMachine or random forest, so as to obtain a more accurate evaluation value of the condition of the successful message transmission process of logging, and may also be obtained by calculating the following manner, where the calculation formula of the evaluation value of the condition of the successful message transmission process of logging is:
；
In the formula, ω is an evaluation value of the case of the recording success message transmission process, XY is a total duration of the recording success message transmission response, DB is a transmission packet loss rate of the recording success message transmission, DK is a bandwidth of the recording success message transmission network, XY 0 defines a total duration of the recording success message transmission response stored in the database, DB 0 defines a network bandwidth of the recording success message transmission reference packet loss rate stored in the database, DK 0 defines a network bandwidth of the recording success message transmission response stored in the database, epsilon 1 is a compensation factor of the set total duration of the recording success message transmission response, epsilon 2 is a compensation factor of the set transmission packet loss rate of the recording success message transmission network, epsilon 3 is a compensation factor of the set recording success message transmission network bandwidth, and alpha is a correction factor of the evaluation value of the case of the recording success message transmission process.
In a specific embodiment, the evaluation value of the condition of the successful message transmission process is obtained by calculating the total duration of the successful message transmission response, the packet loss rate of successful message transmission and the bandwidth of the successful message transmission network. By comprehensively considering factors such as total duration of the response of the successful message transmission, packet loss rate of the successful message transmission, bandwidth of the successful message transmission and the like, the response speed of the message transmission can be evaluated through the total duration of the successful message transmission, and delay problems in the transmission process can be found in time, so that the efficiency of the message transmission is improved. The packet loss rate of successful message sending and transmission can be input to evaluate the packet loss condition in the message transmission process, so that the condition of high packet loss rate can be found in time, measures are taken to ensure the integrity of message transmission, and information loss is avoided.
The successful message transmission network bandwidth input can evaluate the use condition of the network bandwidth, timely adjust the network resource allocation, ensure enough network bandwidth support in the message transmission process, and improve the stability and reliability of message transmission. The method and the system comprehensively consider factors such as the response speed of message sending, the packet loss rate of transmission, the network bandwidth and the like, can improve user experience, ensure that a user can timely and completely receive the message, improve user satisfaction, evaluate the message sending process by comprehensively considering a plurality of factors, can help the comprehensive message management platform optimize system operation, improve the stability and performance of the system, and ensure smooth operation of the message sending process.
Recording the starting time and the ending time of message transmission by a network monitoring system (the existing network monitoring system is adopted), and calculating the time difference between the starting time and the ending time to obtain the total response time of message transmission. For the packet loss rate of successful message transmission, the network monitoring system monitors the data packet transmission condition in the message transmission process in real time, counts the number of the transmitted data packets and the number of the lost data packets, and evaluates the transmission quality of the message transmission by calculating the packet loss rate. For logging successful message sending and transmitting network bandwidth, the network monitoring system monitors the network bandwidth utilization condition in the message sending process, including the actual transmission rate and the occupation condition of the network bandwidth, and evaluates the network bandwidth condition of the message sending through the data.
Parameters such as total time length defined by the transmission response of the input success message, transmission reference packet loss rate, transmission defined network bandwidth and the like stored in the database are set in the system design stage and are used for evaluating the performance of the message transmission process as reference values and standards, and parameters such as compensation factors of the total time length of the transmission response of the input success message, compensation factors of the transmission packet loss rate, compensation factors of the transmission network bandwidth, correction factors of the evaluation values and the like are set in the system configuration and are used for correcting and adjusting data so as to ensure that the evaluation result is more accurate and reliable.
And the message sending result judging subsystem is used for acquiring a successful sending message process result condition data set, judging the successful sending message process result based on the acquired successful sending message process result condition data set, and screening the successful message sending result.
Specifically, the successful message sending process result condition data set specifically includes the total time spent on successful message sending to the message being received, and the successful message sending process finally receives the duty ratio of the corresponding field of the name of the message personnel and the corresponding field of the name of the message personnel to be received. The total time spent successfully sending a message to a message being received refers to the total time from the successful sending of the message to the receipt and opening of the message by the recipient, which includes the delay time of message delivery and the time the recipient opened the message. The ratio of the corresponding field of the final received message personnel name to the corresponding field of the personnel name to be received in the process of successfully sending the message represents the proportional relation between the final received message personnel name and the personnel name to be received in the process of successfully sending the message, the proportion reflects the accuracy and the completeness of message transmission in the process of sending the message, and if the proportion is 100%, all receivers in the process of sending the message successfully receive the message.
Further, based on the acquired successful message sending process result condition data set, judging the successful message sending process result, screening the successful message sending result, wherein the specific analysis process is as follows: acquiring total time spent on successful sending of the message to the message received in the successful sending process result condition data set, and comparing the total time spent on successful sending of the message to the message received with the total time spent on successful sending of the message to the message received definition stored in the database;
If the total time spent successfully sending the message to the message received is longer than the total time spent successfully sending the message to the message received, marking the message sending result as an unsuccessful message sending result, and retransmitting the message; if the total time spent successfully sending the message to the message received is equal to or lower than the total time spent successfully sending the message to the message received and defining the total time spent, judging the personnel who finally receive the message in the process of successfully sending the message;
Acquiring the ratio of a field corresponding to the name of a person who finally receives the message to a field corresponding to the name of the person who should receive the message in a successful message sending process result condition data set; if the ratio of the field corresponding to the name of the message personnel to be received is not 100% in the process of successfully sending the message, extracting the personnel which are required to receive the message but are not actually received, and retransmitting the message by the personnel which are required to receive the message but are not actually received; if the ratio of the field corresponding to the name of the message personnel to be received is 100% in the process of successfully sending the message, marking the message sending result as a successful message sending result.
In this embodiment, by analyzing and screening the process of successfully sending the message, the situation of failure in sending the message can be found in time, and the person who does not successfully receive the message can be retransmitted, so that the accuracy and efficiency of sending the message are improved. By evaluating the successful message sending process, problems and bottlenecks in the message sending process can be found, the message sending process can be timely adjusted and optimized, and the overall message sending efficiency is improved. By judging and screening the successful message sending process result, the message can be ensured to be accurately sent to the target receiver, the condition that the message is failed to be sent or the message is not received timely is avoided, the experience and satisfaction of the user are improved, and by timely finding out the message which is failed to be sent and resending, the waste of resources and time can be avoided, and the cost benefit of message sending is improved.
In this embodiment, by determining the successful logging message sending process and the result, the successful logging message sending process may ensure that the message can be timely and accurately sent to the designated receiver, so as to improve the efficiency of information transfer and reduce delay and error of information transfer. By judging the successful input message sending process, abnormal conditions such as tampering of information or sending of the information to an incorrect receiver can be timely found, the safety of the information is improved, sensitive information leakage is prevented, effective information can be quickly identified and processed by hospital staff through screening the successful input message sending process and the result, time and energy for processing invalid information are reduced, and working efficiency is improved.
Claims (10)
1. The comprehensive message management platform is characterized by comprising a login process confidence judging subsystem, a message input process judging subsystem, a message sending process judging subsystem and a message sending result judging subsystem, wherein:
The login process confidence judgment subsystem is used for acquiring a login process data set of the login platform, judging the confidence of the login process based on the acquired login process data set of the login platform, screening the confidence login process and marking the confidence login process as successful login;
The message input process judging subsystem is used for acquiring a successful login message input condition data set, judging the successful login message input process based on the acquired successful login message input condition data set, and screening and inputting a successful message;
The message sending process judging subsystem is used for acquiring a recording success message sending process condition data set, judging the recording success message sending process based on the acquired recording success message sending process condition data set, and screening the success message sending process;
And the message sending result judging subsystem is used for acquiring a successful sending message process result condition data set, judging the successful sending message process result based on the acquired successful sending message process result condition data set, and screening the successful message sending result.
2. The integrated message management platform of claim 1, wherein: the login process data set of the login platform specifically comprises total use time length of the login process of the login platform, login times used for successful login of the login process, ID used by the login platform of login personnel, real-time IP address of the login platform of the login personnel and total number of successfully logged-in devices of the ID used by the login platform of the login personnel.
3. The integrated message management platform of claim 2, wherein: the login process data set based on the acquired login platform judges the confidence coefficient of the login process, screens the confidence login process, marks the confidence login process as successful login, and specifically analyzes the confidence login process as follows:
Acquiring the ID used by a login person login platform in a login person login platform process data set, the real-time IP address of the login person login platform and the total number of successful login devices of the ID used by the login person login platform;
Judging the real-time IP address of a login platform of a login person;
comparing the real-time IP address of the login person login platform with the ID historical IP address used by the login person login platform stored in the database;
If the ID historical IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform exists, marking the real-time IP address of the login personnel login platform as passing, and judging whether the ID used by the login personnel login platform can be logged in the current equipment;
If the ID history IP address used by the login personnel login platform which is the same as the real-time IP address of the login personnel login platform does not exist, a verification code is sent to a mobile phone number of a person corresponding to the ID used by the login personnel login platform stored in a database to verify the real-time IP address of the login personnel login platform, if a correct verification code is input in a verification frame, the real-time IP address of the login personnel login platform is marked as passing, whether the ID used by the login personnel login platform can be logged in a current device is judged, if the correct verification code cannot be input in the verification frame within a set specified time, the real-time IP address of the login personnel login platform is marked as failing, and the login process is marked as unsuccessful login;
Extracting the total number of successful login devices of the ID used by the login person login platform, and acquiring the main device corresponding to the ID used by the login person login platform stored in a database;
If the current login device is the main device corresponding to the ID used by the login platform of the login person, the ID used by the login platform of the login person can log in the current device, and the confidence coefficient of the login process is judged;
If the current login equipment is not the main equipment corresponding to the ID used by the login platform of the login personnel, comparing the total number of the successful login equipment of the ID used by the login platform of the login personnel with the total number of the limited successful login equipment stored in the database, if the total number of the successful login equipment of the ID used by the login platform of the login personnel is lower than the total number of the limited successful login equipment, the ID used by the login platform of the login personnel can log in the current equipment, judging the confidence coefficient of the login process, and if the total number of the successful login equipment of the ID used by the login platform of the login personnel is higher than or equal to the total number of the limited successful login equipment, the ID used by the login platform of the login personnel cannot log in the current equipment, and marking the login process as unsuccessful login;
obtaining total use time of a login process of a login platform in a login process data set of login personnel and login times of successful login of the login process, comprehensively analyzing to obtain a login process confidence evaluation value, judging the login process confidence by using the login process confidence evaluation value as an analysis basis for screening the confidence login process;
If the confidence evaluation value of the login process of a certain login process is higher than or equal to the confidence reference evaluation value of the login process stored in the database, marking the login process as a confidence login process, and marking the confidence login process as successful login;
If the confidence evaluation value of the login process of a certain login process is lower than the confidence reference evaluation value of the login process stored in the database, marking the login process as an unconfirmed login process, and marking the unconfirmed login process as unsuccessful login.
4. The integrated message management platform of claim 1, wherein: the successful login message input condition data set specifically comprises total message input duration, total message input text bytes and total message input frame filling number.
5. The integrated message management platform of claim 4, wherein: based on the acquired successful login message input condition data set, judging a successful login message input process, screening and inputting a successful message, wherein the specific analysis process is as follows:
Based on the acquired successful login message input condition data set, comprehensively analyzing to obtain a successful login message input condition evaluation value which is used as an analysis basis for screening and inputting the successful message;
Comparing the evaluation value of the successful login message entry condition with the reference evaluation value of the successful login message entry condition stored in the database;
If the evaluation value of the successful login message input condition is higher than or equal to the reference evaluation value of the successful login message input condition, marking the successful login message input process as successful, and marking the input message as an input success message;
If the evaluation value of the successful login message input condition is lower than the reference evaluation value of the successful login message input condition, marking the successful login message input process as unsuccessful, marking the input message as unsuccessful input, and re-inputting the input message.
6. The integrated message management platform of claim 1, wherein: the recording success message sending process condition data set specifically comprises total recording success message sending response time length, recording success message sending transmission packet loss rate and recording success message sending transmission network bandwidth.
7. The integrated message management platform of claim 6, wherein: based on the acquired condition data set of the successful message transmission process, judging the successful message transmission process, screening the successful message transmission process, and specifically analyzing the message transmission process as follows:
Based on the acquired data set of the condition of the successful message transmission process, comprehensively analyzing to obtain an evaluation value of the successful message transmission process, wherein the evaluation value of the successful message transmission process is used as an analysis basis for screening the successful message transmission process;
Comparing the evaluation value of the recording success message sending process with the reference evaluation value of the recording success message sending process stored in the database;
if the evaluation value of the recording success message sending process is higher than or equal to the reference evaluation value of the recording success message sending process, marking the recording success message sending process as a success message sending process;
If the evaluation value of the recording success message sending process is lower than the reference evaluation value of the recording success message sending process, marking the recording success message sending process as an unsuccessful message sending process, and retransmitting the unsuccessful message sending process.
8. The integrated message management platform of claim 7, wherein: the recording success message sending process condition evaluation value comprises the following specific analysis processes:
；
In the formula, ω is an evaluation value of the case of the recording success message transmission process, XY is a total duration of the recording success message transmission response, DB is a transmission packet loss rate of the recording success message transmission, DK is a bandwidth of the recording success message transmission network, XY 0 defines a total duration of the recording success message transmission response stored in the database, DB 0 defines a network bandwidth of the recording success message transmission reference packet loss rate stored in the database, DK 0 defines a network bandwidth of the recording success message transmission response stored in the database, epsilon 1 is a compensation factor of the set total duration of the recording success message transmission response, epsilon 2 is a compensation factor of the set transmission packet loss rate of the recording success message transmission network, epsilon 3 is a compensation factor of the set recording success message transmission network bandwidth, and alpha is a correction factor of the evaluation value of the case of the recording success message transmission process.
9. The integrated message management platform of claim 1, wherein: the successful message sending process result condition data set specifically comprises the total time spent for receiving the successful message from the successful message sending process, and the ratio of the field corresponding to the name of the message personnel to be received to the field corresponding to the name of the message personnel to be received is finally received in the successful message sending process.
10. The integrated message management platform of claim 9, wherein: the method comprises the steps of judging the successful message sending process result based on the acquired successful message sending process result data set, screening the successful message sending result, and specifically analyzing the result:
Acquiring total time spent on successful sending of the message to the message received in the successful sending process result condition data set, and comparing the total time spent on successful sending of the message to the message received with the total time spent on successful sending of the message to the message received definition stored in the database;
if the total time spent successfully sending the message to the message received is longer than the total time spent successfully sending the message to the message received, marking the message sending result as an unsuccessful message sending result, and retransmitting the message;
if the total time spent successfully sending the message to the message received is equal to or lower than the total time spent successfully sending the message to the message received and defining the total time spent, judging the personnel who finally receive the message in the process of successfully sending the message;
Acquiring the ratio of a field corresponding to the name of a person who finally receives the message to a field corresponding to the name of the person who should receive the message in a successful message sending process result condition data set;
If the ratio of the field corresponding to the name of the message personnel to be received is not 100% in the process of successfully sending the message, extracting the personnel which are required to receive the message but are not actually received, and retransmitting the message by the personnel which are required to receive the message but are not actually received;
If the ratio of the field corresponding to the name of the message personnel to be received is 100% in the process of successfully sending the message, marking the message sending result as a successful message sending result.
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