Intelligent planning optimization method and system for special visiting communication, and storage medium

Abstract

The invention relates to a special visiting communication intelligent planning optimization method and system and a storage medium, and relates to the field of intelligent planning, and the method comprises the steps: obtaining the recovery stage information of a plurality of users and the expected visiting time information of a plurality of family members; and performing random visiting time interval planning, performing analysis and calculation of visiting planning scores in combination with multiple pieces of recovery stage information and expected visiting time information, and performing visiting time planning optimization to obtain an optimal visiting time interval sequence as a planning optimization result, the calculation of the visiting plan score comprises active rest influence calculation, passive rest influence calculation, time adaptation calculation and visiting help calculation. According to the invention, the technical problem that the traditional method lacks a dynamic and scientific scheduling mechanism and cannot realize efficient and accurate visiting planning can be solved; the scientificity, accuracy and rationality of visiting time planning can be improved, the stability of the internal environment of a hospital is ensured, and the hospital management efficiency is remarkably improved.

Description

Technical Field

[0001] The present invention relates to the field of intelligent planning, and particularly to a special visitation communication intelligent planning optimization method, system, and storage medium. Background Art

[0002] In modern hospital management, especially in special wards such as the ICU (Intensive Care Unit), the treatment effect and recovery process of patients are closely related to their rest quality, emotional state, and family visitations. Visitation is of great significance for the emotional support, psychological comfort, and treatment compliance of patients.

[0003] Currently, the traditional visitation time arrangement is usually fixed. When setting the visitation time, the hospital does not adjust according to the specific conditions of patients, the needs of family members, or the real-time situation of the ward. This inflexible scheduling method cannot cope with the changes in the patient's condition and has great limitations. Summary of the Invention

[0004] In view of the technical problem that the traditional special visitation time planning method lacks a dynamic and scientific scheduling mechanism and cannot achieve efficient and accurate visitation planning, the present invention provides a special visitation communication intelligent planning optimization method, system, and storage medium to solve this problem.

[0005] The technical solution of the present invention to solve the above technical problems is as follows:

[0006] In the first aspect, the present invention provides a special visitation communication intelligent planning optimization method, including: obtaining the recovery stage information of multiple users to be subjected to special visitation communication, and the expected visitation time information of the corresponding multiple family members; obtaining the visitation time window, randomly planning the visitation time intervals for the multiple users to obtain a first visitation time interval sequence; according to the first visitation time interval sequence, combining multiple recovery stage information and expected visitation time information, analyzing and calculating the visitation planning score, and optimizing the visitation time planning to obtain an optimal visitation time interval sequence as the planning optimization result, wherein the calculation of the visitation planning score includes the calculation of the impact on active rest, the calculation of the impact on passive rest, the calculation of time adaptation, and the calculation of visitation assistance.

[0007] Preferably, the special visitation communication intelligent planning optimization method further includes: obtaining the multiple recovery stage information of multiple users to be subjected to special visitation communication; obtaining the expected visitation time information of the multiple family members corresponding to the multiple users, wherein each expected visitation time information includes an expected visitation time interval.

[0008] Preferably, the intelligent planning and optimization method for special visitation communication further includes: obtaining the multiple scheduled treatment times and multiple cumulative treatment times of the multiple users; respectively calculating the ratios of the multiple cumulative treatment times to the multiple scheduled treatment times to obtain multiple recovery stage information.

[0009] Preferably, the intelligent planning and optimization method for special visitation communication further includes: obtaining a visitation time window; randomly allocating multiple first visitation time intervals of the multiple users within the visitation time window to form a first visitation time interval sequence, where there is no overlapping time between the multiple first visitation time intervals.

[0010] Preferably, the intelligent planning and optimization method for special visitation communication further includes: constructing a visitation planning function, where the visitation planning function includes obtaining a visitation planning score through active rest impact calculation, passive rest impact calculation, time adaptation calculation, and visitation assistance calculation; according to the first visitation time interval sequence, calculating the ratio of the visitation time interval length of each user to the total time length of the first visitation time interval sequence to obtain multiple visitation time coefficients; based on the multiple visitation time coefficients, multiple recovery stage information, and multiple expected visitation time information, calculating and obtaining a first visitation planning score based on the visitation planning function.

[0011] Preferably, the intelligent planning and optimization method for special visitation communication further includes: constructing a visitation planning function as follows: where VFIT is the visitation planning score, M is the number of multiple users, C i is the recovery stage information of the i-th user, T i is the visitation time coefficient of the i-th user, is the active rest impact calculation value, is the passive rest impact calculation value, is the visitation assistance calculation value, K i is the overlapping ratio of the visitation time interval of the i-th user to the expected visitation time information of the corresponding family member, is the time adaptation calculation value.

[0012] Preferably, the intelligent planning and optimization method for special visitation communication further includes: continuing to perform random visitation time interval planning on the multiple users within the visitation time window to obtain a visitation time interval sequence, and calculating the visitation planning score for iterative optimization of the visitation time interval sequence; until the optimization of the visitation time interval sequence converges, outputting the optimal visitation time interval sequence with the maximum visitation planning score as the planning optimization result.

[0013] In a second aspect, the present invention provides a special visitation communication intelligent planning and optimization system, comprising: a visitation information acquisition module, configured to acquire the recovery stage information of multiple users to undergo special visitation communication, and the expected visitation time information of the corresponding multiple family members; a visitation time interval planning module, configured to acquire a visitation time window, randomly plan visitation time intervals for the multiple users, and obtain a first visitation time interval sequence; a visitation time planning and optimization module, configured to perform analysis and calculation of visitation planning scores according to the first visitation time interval sequence, in combination with multiple recovery stage information and expected visitation time information, and perform visitation time planning optimization to obtain an optimal visitation time interval sequence as the planning and optimization result, wherein the calculation of the visitation planning score includes calculation of the influence on active rest, calculation of the influence on passive rest, calculation of time adaptation, and calculation of visitation assistance.

[0014] In a third aspect, a computer-readable storage medium has a computer program stored thereon, and the computer program, when executed, implements the steps of the method according to any one of the above first aspects.

[0015] The beneficial effects of the present invention are as follows: by acquiring the recovery stage information of multiple users to undergo special visitation communication, and the expected visitation time information of the corresponding multiple family members; then acquiring a visitation time window, randomly planning visitation time intervals for the multiple users, and obtaining a first visitation time interval sequence; further performing analysis and calculation of visitation planning scores according to the first visitation time interval sequence, in combination with multiple recovery stage information and expected visitation time information, wherein the calculation of the visitation planning score includes calculation of the influence on active rest, calculation of the influence on passive rest, calculation of time adaptation, and calculation of visitation assistance; then performing visitation time planning optimization according to the visitation planning score to obtain an optimal visitation time interval sequence as the planning and optimization result; that is to say, by combining intelligent algorithms and multi-dimensional scoring for visitation time optimization analysis, the scientificity, accuracy, and rationality of visitation time planning can be improved, which can not only meet the needs of patients and family members to the greatest extent, but also ensure the rest quality and emotional improvement of patients, and at the same time can reduce unnecessary visitation interference, ensure the stability of the hospital internal environment, and significantly improve hospital management efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 is a schematic flowchart of a special visitation communication intelligent planning and optimization method provided by the present invention;

[0017] Figure 2 is a schematic structural diagram of a special visitation communication intelligent planning and optimization system provided by the present invention;

[0018] Figure 3 is a schematic structural diagram of a computer-readable storage medium provided by the present invention.

[0019] In the accompanying drawings, the components represented by the reference numerals are described as follows:

[0020] A visitation information acquisition module 10, a visitation time interval planning module 20, a visitation time planning optimization module 30, a computer-readable storage medium 600, and a computer program 611. Detailed implementation manners

[0021] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts fall within the protection scope of the present invention.

[0022] In the description of the present invention, the terms "first" and "second" are only used for descriptive purposes and cannot be construed as indicating or implying relative importance or implicitly specifying the quantity of the indicated technical features. Thus, the features defined with "first" and "second" may explicitly or implicitly include one or more of the described features. In the description of the present invention, "a plurality of" means two or more unless otherwise specifically defined.

[0023] In the description of the present invention, the term "for example" is used to mean "serving as an example, illustration, or explanation". Any embodiment described as "for example" in the present invention is not necessarily construed as being more preferred or having more advantages than other embodiments. In order for any person skilled in the art to implement and use the present invention, the following description is given. In the following description, details are set forth for purposes of explanation. It should be understood that those of ordinary skill in the art can recognize that the present invention can be implemented without using these specific details. In other instances, well-known structures and processes are not described in detail to avoid unnecessary details from obscuring the description of the present invention. Therefore, the present invention is not intended to be limited to the embodiments shown, but is to be accorded the widest scope consistent with the principles and features disclosed herein.

[0024] Embodiment 1, as Figure 1 shown, the embodiment of the present invention provides a special visitation communication intelligent planning optimization method, which specifically includes the following steps:

[0025] S100: Obtain the recovery stage information of multiple users to be subjected to special visitation communication, and the expected visitation time information of the corresponding multiple family members.

[0026] Further, step S100 of the present invention further includes:

[0027] S110: Obtain the multiple recovery stage information of multiple users to be subjected to special visitation communication.

[0028] Furthermore, step S110 of the present invention further includes:

[0029] S111: Obtain multiple scheduled treatment times and multiple cumulative treatment times of the multiple users; S112: Calculate the ratios of the multiple cumulative treatment times and the multiple scheduled treatment times respectively to obtain multiple recovery stage information.

[0030] Specifically, in the ICU (Intensive Care Unit), the visitation and communication of patients is a very sensitive and complex link. Patients in the ICU are usually in a serious health crisis and require close medical monitoring. At the same time, they also need a certain degree of emotional support. Visitation has a significant impact on the patient's mood, psychological state, and treatment compliance. However, inappropriate visitation arrangements may also have a negative impact on the patient's rest, treatment effect, and ward environment. Therefore, it is very crucial for both users and hospitals to reasonably arrange the visitation time.

[0031] First, obtain the multiple scheduled treatment times and multiple cumulative treatment times of the multiple users. The scheduled treatment time is determined by the doctor according to the patient's condition, treatment plan, etc., and may include the time of various treatments such as surgery, drug treatment, and rehabilitation training, such as 15 days; the cumulative treatment time is the actual time that the patient has received treatment, such as 5 days. Then, calculate the ratio of the cumulative treatment time to the scheduled treatment time for each user, and set the ratio (such as 0.33) as the recovery stage information to obtain the multiple recovery stage information of the multiple users. Among them, the larger the recovery stage information, the faster the patient's treatment progress, the better the recovery, and the lower the degree of interference from visitation. At the same time, the help of visitation to the mood is more significant; the smaller the recovery stage information, the more serious or initial treatment stage the patient is in, and visitation may have a greater interference with their rest, and the mood improvement effect is also relatively weak.

[0032] By calculating the recovery stage information coefficient of the patient, the hospital can more scientifically evaluate the patient's recovery status and optimize the visitation arrangement accordingly. Patients with a larger coefficient can be visited more frequently, while patients with a smaller coefficient need less interference to ensure the rest quality of the patient.

[0033] S120: Obtain the expected visitation time information of multiple family members corresponding to the multiple users, where each expected visitation time information includes an expected visitation time interval.

[0034] Specifically, obtain the expected visitation time information of multiple family members corresponding to the multiple users. Each piece of expected visitation time information includes the expected visitation start time, the expected visitation end time, and the expected visitation time interval (the expected visitation duration, which is the time difference between the expected visitation end time and the expected visitation start time). Among them, the expected visitation time intervals of each family member may be different, which is related to factors such as the personal arrangements of the family members and family affairs. Therefore, the purpose of obtaining this information is to try to meet the needs of the family members as much as possible when arranging the visitation of the patient, while avoiding conflicts with the visitation times of other family members.

[0035] By recording and analyzing the visitation needs of each family member, the hospital can better balance the treatment needs of the patient, the expectations of the family members, and the use of ward resources, so as to provide a more scientific, accurate, and flexible visitation arrangement plan.

[0036] S200: Obtain the visitation time window, randomly plan the visitation time intervals for the multiple users, and obtain the first visitation time interval sequence.

[0037] Furthermore, step S200 of the present invention further includes:

[0038] S210: Obtain the visitation time window; S220: Randomly allocate multiple first visitation time intervals for the multiple users within the visitation time window to form the first visitation time interval sequence, where there is no overlapping time between the multiple first visitation time intervals.

[0039] Specifically, obtain the visitation time window. The visitation time window is the time period set by the hospital during which family members are allowed to enter the ward to visit the patient. The hospital usually stipulates the daily visitation time period according to the ward situation, the treatment plan of the patient, and the rest time. For example, the visitation time period every day is from 12:00 noon to 4:00 pm. Then, randomly allocate multiple first visitation time intervals for the multiple users within the visitation time window, while ensuring that the expected time of each family member is within the specified window and the visitation times of multiple family members do not overlap. For example, if the expected visitation times of different family members conflict, the system will automatically adjust the visitation order or allocate a shorter visitation time to ensure that it does not exceed the visitation time window; then arrange the multiple first visitation time intervals in chronological order to form the first visitation time interval sequence.

[0040] S300: According to the first visitation time interval sequence, combine multiple recovery stage information and expected visitation time information, perform the analysis and calculation of the visitation plan score, and perform the optimization of the visitation time plan to obtain the optimal visitation time interval sequence as the result of the plan optimization, where the calculation of the visitation plan score includes the calculation of the impact on active rest, the calculation of the impact on passive rest, the calculation of time adaptation, and the calculation of visitation assistance.

[0041] Further, step S300 of the present invention further includes:

[0042] S310: Construct a visitation planning function, where the visitation planning function includes obtaining a visitation planning score through active rest impact calculation, passive rest impact calculation, time adaptation calculation, and visitation assistance calculation.

[0043] Further, step S310 of the present invention further includes:

[0044] S311: Construct a visitation planning function as follows: where VFIT is the visitation planning score, M is the number of multiple users, C i is the recovery stage information of the i-th user, T i is the visitation time coefficient of the i-th user, is the active rest impact calculation value, is the passive rest impact calculation value, is the visitation assistance calculation value, K i is the overlap ratio between the visitation time interval of the i-th user and the expected visitation time information of the corresponding family member, is the time adaptation calculation value.

[0045] Specifically, in the ICU hospital environment, visitation can not only have a positive emotional impact on patients, but also cause certain interference to patients' rest. Therefore, it is particularly important to balance these two aspects of needs; at the same time, the ICU is usually a multi-person shared ward. Visitation will not only affect the rest of the patient himself, but also the rest of other patients in the ward. Visitation by multiple people often brings noise, interaction or other external interferences, which may affect the quiet environment of other patients in the ward.

[0046] First, construct a visitation planning function. The goal of the visitation planning function is to evaluate and optimize the patient's visitation schedule by integrating multiple factors (including the impact of active rest, the impact of passive rest, time fitness, and visitation assistance), and calculate a visitation planning score to determine whether the arrangement is reasonable and scientific. The higher the score, the more reasonable the visitation arrangement, which can effectively meet the needs of patients, the expectations of family members, and minimize interference. Among them, the impact of active rest refers to the degree of interference brought by visitation to the patient himself; the impact of passive rest refers to the impact of other patients' visitations on the target patient's rest. In the ICU ward, patients usually share a ward. When other patients receive visitations, noises, conversations, personnel flows, etc. in the ward may interfere with the rest of the target patient. The impact of passive rest measures the degree of interference to the quality of rest of the target patient under the influence of such external visitations; time fitness refers to the matching degree between the expected visitation time of family members and the visitation time window stipulated by the hospital. This factor measures whether the expected visitation time of the patient's family members can be well coordinated with the actual available visitation time to ensure that the expectations of the family members are reasonably met. If the expected visitation time of the family members highly overlaps with the hospital's visitation window time, it indicates a high time fitness, and the family members can visit the patient within their expected time. If the expected time does not match the hospital's window time, the fitness is low, and the visitation time needs to be adjusted; visitation assistance refers to the positive impact of family member visitations on the patient's emotions, that is, visitation can help the patient soothe emotions and relieve stress.

[0047] In the said visitation planning function, VFIT is the visitation planning score. The higher the score, the better the effect of the visitation arrangement. The lower the score, the more problems there are with the arrangement and optimization is needed; M is the number of multiple users, and C i is the recovery stage information of the i-th user (any one of the M users), and T i is the visitation time coefficient of the i-th user. is the calculated value of the impact of active rest. Among them, the shorter the treatment and recovery time, the longer the visitation time, and the greater the impact of active rest; the longer the treatment and recovery time, the shorter the visitation time, and the smaller the impact of active rest. is the calculated value of the impact of passive rest, that is, the coefficient of the impact of active rest is 1, and the coefficient of the impact of passive rest is 0.5. The degree of rest impact on the user when other users are visiting is less than the rest impact when the user himself is visiting. is the calculated value of visitation assistance, which is used to measure the help of visitation in enhancing the patient's emotions. The higher the score, the more significant the help of visitation to the patient's emotions; K iis the overlapping ratio between the visiting time interval of the i-th user and the expected visiting time information of the corresponding family member, which is used to measure the adaptation of the family member's expected visiting time to the hospital's specified time window. The higher the overlapping ratio of the visiting time and the expected time, the higher the score, indicating that the family member's expectations are better met and the visiting arrangement is more reasonable. is the calculated value of time adaptation. Among them, the smaller the calculated value of the impact of active rest, the smaller the calculated value of the impact of passive rest, the larger the calculated value of visiting assistance, and the larger the calculated value of time adaptation, the higher the visiting plan score; conversely, the larger the calculated value of the impact of active rest, the larger the calculated value of the impact of passive rest, the smaller the calculated value of visiting assistance, and the smaller the calculated value of time adaptation, the lower the visiting plan score.

[0048] The visiting plan function scores by comprehensively considering multiple factors (recovery stage, active rest, passive rest, visiting assistance, time adaptation), providing scientific and accurate decision support for the hospital's visiting arrangement. It can not only meet the visiting needs of family members to the greatest extent, but also ensure the treatment and rest quality of patients and improve the management efficiency of the hospital.

[0049] S320: According to the first visiting time interval sequence, calculate the ratio of the length of the visiting time interval of each user to the total time length of the first visiting time interval sequence to obtain multiple visiting time coefficients; S330: Based on the multiple visiting time coefficients, multiple recovery stage information, and multiple expected visiting time information, calculate the first visiting plan score based on the visiting plan function.

[0050] Specifically, sum up the multiple first visiting time intervals in the first visiting time interval sequence to obtain the total time length; then calculate the ratio of the length of the visiting time interval of each user to the total time length, which is set as the visiting time coefficient. The visiting time coefficient is used to evaluate the relative proportion of each patient in the total visiting time window, and multiple visiting time coefficients are obtained. Then, based on the visiting plan function, calculate the visiting plan score according to the multiple visiting time coefficients, multiple recovery stage information, and multiple expected visiting time information to obtain the first visiting plan score of the first visiting time interval sequence.

[0051] Furthermore, step S300 of the present invention further includes:

[0052] S340: Continue to randomly plan the visiting time intervals for the multiple users within the visiting time window to obtain a visiting time interval sequence, and calculate the visiting plan score for iterative optimization of the visiting time interval sequence; S350: Until the optimization of the visiting time interval sequence converges, output the optimal visiting time interval sequence with the highest visiting plan score as the planning optimization result.

[0053] Specifically, continue to plan random visitation time intervals for the multiple users within the said visitation time window to obtain a second sequence of visitation time intervals (different from the first sequence of visitation time intervals), and use the said visitation planning function to calculate and obtain a second visitation planning score; continue to randomly select sequences of visitation time intervals and calculate visitation planning scores using the same method until a predetermined number of iterations (such as 100 times) is reached, then the optimization of the sequence of visitation time intervals converges, obtaining multiple sequences of visitation time intervals and corresponding multiple visitation planning scores, and finally select the optimal sequence of visitation time intervals with the largest visitation planning score as the planning optimization result.

[0054] A special visitation communication intelligent planning and optimization method provided by an embodiment of the present invention has at least the following technical effects:

[0055] By obtaining the recovery stage information of multiple users to be subject to special visitation communication, as well as the expected visitation time information of the corresponding multiple family members; then obtaining the visitation time window, planning random visitation time intervals for the multiple users to obtain a first sequence of visitation time intervals; further analyzing and calculating the visitation planning score according to the first sequence of visitation time intervals, in combination with multiple recovery stage information and expected visitation time information, wherein the calculation of the visitation planning score includes the calculation of the impact on active rest, the calculation of the impact on passive rest, the calculation of time adaptation, and the calculation of visitation assistance; then optimize the visitation time plan according to the visitation planning score to obtain the optimal sequence of visitation time intervals as the planning optimization result; that is to say, by combining intelligent algorithms and multi-dimensional scoring for visitation time optimization analysis, the scientificity, accuracy, and rationality of the visitation time plan can be improved, which can not only meet the needs of patients and family members to the greatest extent, but also ensure the rest quality and emotional improvement of patients, while reducing unnecessary visitation interference, ensuring the stability of the hospital internal environment, and significantly improving the hospital management efficiency.

[0056] Embodiment 2, such as Figure 2As shown, based on the same inventive concept as the special visitation communication intelligent planning optimization method provided in Embodiment 1, an embodiment of the present invention further provides a special visitation communication intelligent planning optimization system, including: a visitation information acquisition module 10, configured to acquire the recovery stage information of multiple users to conduct special visitation communication, and the expected visitation time information of the corresponding multiple family members; a visitation time interval planning module 20, configured to acquire a visitation time window, randomly plan visitation time intervals for the multiple users, and obtain a first visitation time interval sequence; a visitation time planning optimization module 30, configured to analyze and calculate the visitation planning score according to the first visitation time interval sequence, in combination with multiple recovery stage information and expected visitation time information, and perform visitation time planning optimization to obtain an optimal visitation time interval sequence as the planning optimization result, wherein the calculation of the visitation planning score includes active rest impact calculation, passive rest impact calculation, time adaptation calculation, and visitation assistance calculation.

[0057] Further, the special visitation communication intelligent planning optimization system is further configured to: acquire the multiple recovery stage information of multiple users to conduct special visitation communication; acquire the expected visitation time information of the multiple family members corresponding to the multiple users, wherein each expected visitation time information includes an expected visitation time interval.

[0058] Further, the special visitation communication intelligent planning optimization system is further configured to: acquire the multiple scheduled treatment times and multiple cumulative treatment times of the multiple users; calculate the ratios of the multiple cumulative treatment times to the multiple scheduled treatment times respectively to obtain multiple recovery stage information.

[0059] Further, the special visitation communication intelligent planning optimization system is further configured to: acquire a visitation time window; randomly allocate multiple first visitation time intervals of the multiple users within the visitation time window to form a first visitation time interval sequence, wherein there is no overlapping time between the multiple first visitation time intervals.

[0060] Further, the special visitation communication intelligent planning optimization system is further configured to: construct a visitation planning function, wherein the visitation planning function includes a visitation planning score obtained through active rest impact calculation, passive rest impact calculation, time adaptation calculation, and visitation assistance calculation; calculate the ratio of the visitation time interval length of each user to the total time length of the first visitation time interval sequence according to the first visitation time interval sequence to obtain multiple visitation time coefficients; calculate and obtain a first visitation planning score based on the multiple visitation time coefficients, multiple recovery stage information, and multiple expected visitation time information, based on the visitation planning function.

[0061] Further, the special visitation communication intelligent planning optimization system is further configured to: construct a visitation planning function as follows: Among them, VFIT is the visitation planning score, M is the number of multiple users, C i is the recovery stage information of the i-th user, T i is the visitation time coefficient of the i-th user, is the calculated value of the impact of active rest, is the calculated value of the impact of passive rest, is the calculated value of visitation assistance, K i is the overlapping ratio between the visitation time interval of the i-th user and the expected visitation time information of the corresponding family member, is the calculated value of time adaptation.

[0062] Furthermore, the special visitation communication intelligent planning optimization system is also used for: continuing to perform random visitation time interval planning for the multiple users within the visitation time window, obtaining a sequence of visitation time intervals, and calculating the visitation planning score for iterative optimization of the sequence of visitation time intervals; until the optimization of the sequence of visitation time intervals converges, outputting the optimal sequence of visitation time intervals with the maximum visitation planning score as the planning optimization result.

[0063] Example 3, please refer to Figure 3 , Figure 3 is a schematic diagram of an embodiment of a computer-readable storage medium provided by an embodiment of the present invention. As Figure 3 shown, this embodiment provides a computer-readable storage medium 600, on which a computer program 611 is stored. When the computer program 611 is executed by a processor, the following steps are implemented: obtaining the recovery stage information of multiple users to be subjected to special visitation communication, and the expected visitation time information of the corresponding multiple family members; obtaining the visitation time window, performing random visitation time interval planning for the multiple users, and obtaining a first sequence of visitation time intervals; according to the first sequence of visitation time intervals, combining multiple recovery stage information and expected visitation time information, analyzing and calculating the visitation planning score, and performing visitation time planning optimization to obtain an optimal sequence of visitation time intervals as the planning optimization result, where the calculation of the visitation planning score includes the calculation of the impact of active rest, the calculation of the impact of passive rest, the calculation of time adaptation, and the calculation of visitation assistance.

[0064] It should be noted that in the above embodiments, the descriptions of the various embodiments have their own emphases. For the parts not detailedly described in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0065] Those skilled in the art should understand that the embodiments of the present invention can be provided as a method, a system, or a computer program product. Therefore, the present invention can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Moreover, the present invention can take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that contain computer-usable program code.

[0066] The present invention is described with reference to the flowcharts and / or block diagrams of methods, apparatuses (systems), and computer program products according to embodiments of the present invention. It should be understood that each flow and / or block in the flowchart and / or block diagram, and the combination of flows and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded computer, or other programmable data processing devices to generate a machine, such that the instructions executed by the processor of the computer or other programmable data processing devices generate means for implementing the functions specified in one Figure 1 one flow or multiple flows and / or blocks Figure 1 one block or multiple blocks.

[0067] These computer program instructions can also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, such that the instructions stored in the computer-readable memory generate a manufactured article including instruction means that implement the functions specified in one Figure 1 one flow or multiple flows and / or blocks Figure 1 one block or multiple blocks.

[0068] These computer program instructions can also be loaded onto a computer or other programmable data processing device, such that a series of operation steps are executed on the computer or other programmable device to generate a computer-implemented process, and thus the instructions executed on the computer or other programmable device provide steps for implementing the functions specified in one Figure 1 one flow or multiple flows and / or blocks Figure 1 one block or multiple blocks.

[0069] Although the preferred embodiments of the present invention have been described, those skilled in the art can make additional changes and modifications to these embodiments once they learn the basic creative concepts.

[0070] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the present invention and its equivalent technologies, the present invention is also intended to include these modifications and variations.

Claims

1. A special visit communication intelligent planning optimization method, characterized in that: Methods include: Acquire recovery stage information of multiple users who are to undergo special visitation communication, and corresponding expected visitation time information of multiple family members; Acquire a visiting time window, perform random visiting time interval planning for the multiple users, and obtain a first visiting time interval sequence; According to the first visiting time interval sequence, combined with multiple recovery stage information and expected visiting time information, the visiting planning score is analyzed and calculated, and the visiting time planning is optimized to obtain the optimal visiting time interval sequence as the planning optimization result, wherein the calculation of the visiting planning score includes active rest impact calculation, passive rest impact calculation, time adaptation calculation and visiting assistance calculation.

2. The special visit communication intelligent planning optimization method according to claim 1 is characterized in that: Acquiring recovery stage information of multiple users to be communicated with for special visits, and corresponding information on expected visiting times of multiple family members, including: Acquiring multiple recovery stage information for multiple users to be communicated for special visits; Expected visiting time information of multiple family members corresponding to the multiple users is obtained, wherein each expected visiting time information includes an expected visiting time interval.

3. The special visit communication intelligent planning optimization method according to claim 2 is characterized in that: Get multiple recovery stage information for multiple users to be communicated with for special visits, including: Acquire multiple scheduled treatment times and multiple accumulated treatment times of the multiple users; The ratios of the multiple accumulated treatment times to the multiple scheduled treatment times are calculated respectively to obtain multiple recovery stage information.

4. The special visit communication intelligent planning optimization method according to claim 1 is characterized in that: Obtaining a visiting time window, performing random visiting time interval planning for the multiple users, and obtaining a first visiting time interval sequence, including: Get the visiting time window; A plurality of first visiting time intervals of the plurality of users are randomly allocated within the visiting time window to form a first visiting time interval sequence, wherein there is no overlapping time between the plurality of first visiting time intervals.

5. The special visit communication intelligent planning optimization method according to claim 1 is characterized in that: According to the first visiting time interval sequence, combined with multiple recovery stage information and expected visiting time information, analyzing and calculating the visiting planning score includes: Constructing a visit planning function, wherein the visit planning function includes obtaining a visit planning score through active rest impact calculation, passive rest impact calculation, time adaptation calculation and visit assistance calculation; According to the first visiting time interval sequence, calculating the ratio of the visiting time interval length of each user to the total time length of the first visiting time interval sequence, to obtain a plurality of visiting time coefficients; According to the multiple visiting time coefficients, the multiple recovery stage information and the multiple expected visiting time information, based on the visiting planning function, a first visiting planning score is calculated.

6. The special visit communication intelligent planning optimization method according to claim 5 is characterized in that: Construct the visit planning function as follows: Among them, VFIT is the visit planning score, M is the number of multiple users, and C i is the recovery phase information of the i-th user, T i is the visit time coefficient of the i-th user, is the calculated value of active rest impact, is the passive rest impact calculation value, Calculate the value for visit help, K i is the overlap ratio between the visiting time interval of the i-th user and the expected visiting time information of the corresponding family members, Calculates value for time adaptation.

7. The special visit communication intelligent planning optimization method according to claim 1 is characterized in that: Optimize visiting time planning and obtain the optimal visiting time interval sequence as the planning optimization result, including: Continue to perform random visiting time interval planning for the multiple users within the visiting time window to obtain a visiting time interval sequence, and calculate the visiting planning score to perform iterative optimization of the visiting time interval sequence; Until the optimization of the visiting time interval sequence converges, the optimal visiting time interval sequence with the largest visiting planning score is output as the planning optimization result.

8. A special visit communication intelligent planning and optimization system, characterized in that: The steps for implementing a special visit communication intelligent planning optimization method as described in any one of claims 1 to 7 include: A visiting information acquisition module is used to acquire the recovery stage information of multiple users who are to undergo special visiting communication, and the corresponding expected visiting time information of multiple family members; A visiting time interval planning module, used to obtain a visiting time window, perform random visiting time interval planning on the multiple users, and obtain a first visiting time interval sequence; The visiting time planning optimization module is used to analyze and calculate the visiting planning score according to the first visiting time interval sequence, combined with multiple recovery stage information and expected visiting time information, and optimize the visiting time planning to obtain the optimal visiting time interval sequence as the planning optimization result, wherein the calculation of the visiting planning score includes active rest impact calculation, passive rest impact calculation, time adaptation calculation and visiting assistance calculation.

9. A non-transitory computer-readable storage medium, characterized in that: The storage medium stores a computer software program, which, when executed by a processor, implements the steps of a special visit communication intelligent planning optimization method as described in any one of claims 1 to 7.

Images