CN113891259B - Short message distribution method, device, equipment and computer readable storage medium - Google Patents

Abstract

The invention discloses a method, a device, equipment and a computer readable storage medium for distributing short messages, wherein the method comprises the following steps: acquiring historical short message sending data of at least two preset short message channels; determining attribute parameters of each short message channel according to the historical short message sending data, wherein the attribute parameters comprise channel attribute information, user related information and short message attribute information; determining the comprehensive score of each short message channel according to each attribute parameter; and determining a target short message channel according to the comprehensive score, and sending the target short message through the target short message channel. The invention improves the success rate of sending the short message.

Description

Short message distribution method, device, equipment and computer-readable storage medium

Technical Field

The present invention relates to the field of computer technology, and in particular to a text message distribution method, device, equipment and computer-readable storage medium.

Background Art

The music port platform is a platform for unified access, management, and delivery of SMS services, and it carries all kinds of SMS delivery services. All kinds of services are delivered through the SMS templates of the port platform. Each SMS template is configured with a corresponding delivery channel. The delivery channels connected to the port platform include the color ring tone platform, multimedia color ring tone platform, MMS center, and other network platform. When there is an SMS service, it will be delivered according to the delivery channel configured in the template. However, among these delivery channels, some channels are shared by multiple access providers, which are prone to congestion during concurrency. Some channels have a large number of request timeouts, serious message congestion, and delivery failures due to the upper limit of the SMS delivery per unit time of the channel. The above situations easily lead to a low success rate of SMS delivery.

Summary of the invention

The main purpose of the present invention is to provide a method, device, equipment and computer-readable storage medium for distributing short messages, aiming to solve the problem of how to improve the success rate of sending short messages.

To achieve the above object, the present invention provides a method for distributing short messages, which comprises the following steps:

Obtain historical SMS sending data of at least two preset SMS channels;

Determine attribute parameters of each of the SMS channels according to the historical SMS sending data, wherein the attribute parameters include channel attribute information, user related information, and SMS attribute information;

Determine a comprehensive score of each of the SMS channels according to each of the attribute parameters;

A target SMS channel is determined according to the comprehensive score, and a target SMS is sent through the target SMS channel.

In one embodiment, the step of determining the comprehensive score of each of the SMS channels according to the attribute parameters includes:

Determine a first score for each of the SMS channels according to the channel attribute information;

Determine a second score for each of the SMS channels according to the user related information;

Determine a third score for each of the SMS channels according to the SMS attribute information;

The comprehensive score of the SMS channel is determined according to the first score, the second score, the third score, and weight values corresponding to each of the scores.

In one embodiment, the channel attribute information includes a delay coefficient, a success rate coefficient, a capacity coefficient, and a channel type of the SMS channel, wherein the capacity coefficient is determined by a maximum number of SMS messages sent per unit time by the SMS channel; and the step of determining the first score of each SMS channel according to the channel attribute information includes:

Generate a correlation matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type, and respectively determine a judgment matrix of each of the SMS channels corresponding to the same channel attribute information;

Generate a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix, and determine a second weight matrix for each of the SMS channels according to the judgment matrix;

The first score of each of the short message channels is determined according to the product value of the value in the first weight matrix and each of the second weight matrices.

In one embodiment, before the step of generating the delay coefficient, the success rate coefficient, the capacity coefficient and the first weight matrix between the channel types according to the correlation matrix, the step further includes:

determining a first consistency ratio of the correlation matrix;

When the first consistency ratio is less than a preset threshold, determining the second consistency ratio of each of the judgment matrices respectively;

When all of the second consistency ratios are less than a preset threshold, the step of generating the delay coefficient, the success rate coefficient, the capacity coefficient and a first weight matrix between the channel types according to the correlation matrix is performed.

In one embodiment, the step of determining the second score of each of the SMS channels according to the user-related information includes:

Determine the number of blocked text messages of the user in each text message channel within a preset time period and the total number of text messages blocked by the user in all text message channels according to the user-related information;

Determining the blocking ratio of each SMS channel according to the number of blocked SMS messages of users in each SMS channel within the preset time period and the total number of SMS messages blocked by users in all SMS channels;

Determine the number of SMS messages blocked in each SMS channel within each preset time interval according to the user related information, wherein the preset time length is divided into at least two preset time intervals;

According to the number of blocked text messages of each text message channel in each preset time interval, an average value of the number of blocked text messages of each text message channel in each preset time interval and an upper limit value of the number of blocked text messages of each text message channel are obtained;

Determine the shielding coefficient of each SMS channel according to the number of SMS shielding within a target time interval, the average value and the upper limit value, the time corresponding to the target time interval is later than the time corresponding to other time intervals within the preset time length;

The second score of each SMS channel is determined according to the shielding ratio and the shielding coefficient of each SMS channel.

In one embodiment, the step of determining the third score according to the SMS attribute information includes:

Determine the service type of the SMS and whether the SMS is an extra-long SMS according to the SMS attribute information;

Determine the service score of each of the SMS channels according to the service type of each of the SMS channels;

Determining the support score of each of the SMS channels according to whether each of the SMS is an extra-long SMS;

The third score is determined according to the business score and the support score.

In one embodiment, the step of determining a target SMS channel according to the comprehensive score and sending a target SMS through the target SMS channel includes:

Sorting each of the SMS channels according to the comprehensive score;

The first SMS channel in the sorting order is used as the target SMS channel, and the target SMS is sent according to the target SMS channel;

If the target SMS channel fails to send, the next SMS channel of the target SMS channel is used as the target SMS channel, and the target SMS is sent according to the target SMS channel until the last SMS channel is reached, and feedback information is generated and sent to the user.

To achieve the above object, the present invention further provides a short message distribution device, the short message distribution device comprising:

An acquisition module, used to acquire historical SMS sending data of at least two preset SMS channels;

A determination module, used to determine attribute parameters of each of the SMS channels according to the historical SMS sending data, wherein the attribute parameters include channel attribute information, user related information and SMS attribute information;

A calculation module, used to determine a comprehensive score of each of the SMS channels according to each of the attribute parameters;

The distribution module is used to determine a target SMS channel according to the comprehensive score, and send the target SMS through the target SMS channel.

To achieve the above-mentioned purpose, the present invention also provides a text message distribution device, which includes a memory, a processor, and a text message distribution program stored in the memory and executable on the processor. When the text message distribution program is executed by the processor, the various steps of the text message distribution method described above are implemented.

To achieve the above object, the present invention further provides a computer-readable storage medium, wherein the computer-readable storage medium stores a short message distribution program, and when the short message distribution program is executed by a processor, the various steps of the short message distribution method described above are implemented.

The present invention provides a method, device, equipment and computer-readable storage medium for distributing short messages, which obtain historical short message sending data of at least two preset short message channels; determine the attribute parameters of each short message channel according to the historical short message sending data; determine the comprehensive score of each short message channel according to each attribute parameter; determine the target short message channel according to the comprehensive score, and send the target short message through the target short message channel. The comprehensive score of each short message channel is determined by the attribute parameters of each short message channel, and the target short message channel for sending the target short message is determined according to the comprehensive score, thereby improving the sending rate and success rate of the target short message.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG1 is a schematic diagram of the hardware structure of a short message distribution device according to an embodiment of the present invention;

FIG2 is a schematic flow chart of a first embodiment of a method for distributing short messages according to the present invention;

FIG3 is a detailed flow chart of step S30 of the second embodiment of the method for distributing short messages of the present invention;

FIG4 is a detailed flow chart of step S31 of the third embodiment of the method for distributing short messages of the present invention;

FIG5 is a detailed flow chart of step S31 of the fourth embodiment of the method for distributing short messages of the present invention;

FIG6 is a detailed flow chart of step S32 of the fifth embodiment of the method for distributing short messages of the present invention;

FIG7 is a detailed flow chart of step S33 of the sixth embodiment of the method for distributing short messages of the present invention;

FIG8 is a schematic diagram of the logical structure of the short message distribution device of the present invention.

The realization of the purpose, functional features and advantages of the present invention will be further explained in conjunction with embodiments and with reference to the accompanying drawings.

DETAILED DESCRIPTION

It should be understood that the specific embodiments described herein are only used to explain the present invention, and are not used to limit the present invention.

The main solution of the embodiment of the present invention is: obtaining historical SMS sending data of at least two preset SMS channels; determining the attribute parameters of each SMS channel according to the historical SMS sending data; determining the comprehensive score of each SMS channel according to each attribute parameter; determining the target SMS channel according to the comprehensive score, and sending the target SMS through the target SMS channel.

The comprehensive score of each SMS channel is determined by the attribute parameters of each SMS channel, and the target SMS channel for sending the target SMS is determined according to the comprehensive score, thereby improving the sending rate and success rate of the target SMS.

As an implementation solution, the SMS distribution device may be as shown in FIG1 .

The embodiment of the present invention relates to a short message distribution device, which includes: a processor 101, such as a CPU, a memory 102, and a communication bus 103. The communication bus 103 is used to realize connection and communication between these components.

The memory 102 may be a high-speed RAM memory or a stable memory (non-volatile memory), such as a disk memory. As shown in FIG1 , the memory 102 as a computer-readable storage medium may include a short message distribution program; and the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Obtain historical SMS sending data of at least two preset SMS channels;

Determine attribute parameters of each of the SMS channels according to the historical SMS sending data, wherein the attribute parameters include channel attribute information, user related information, and SMS attribute information;

Determine a comprehensive score of each of the SMS channels according to each of the attribute parameters;

A target SMS channel is determined according to the comprehensive score, and a target SMS is sent through the target SMS channel.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Determine a first score for each of the SMS channels according to the channel attribute information;

Determine a second score for each of the SMS channels according to the user related information;

Determine a third score for each of the SMS channels according to the SMS attribute information;

The comprehensive score of the SMS channel is determined according to the first score, the second score, the third score, and weight values corresponding to each of the scores.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Generate a correlation matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type, and respectively determine a judgment matrix of each of the SMS channels corresponding to the same channel attribute information;

Generate a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix, and determine a second weight matrix for each of the SMS channels according to the judgment matrix;

The first score of each of the short message channels is determined according to the product value of the value in the first weight matrix and each of the second weight matrices.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

determining a first consistency ratio of the correlation matrix;

When the first consistency ratio is less than a preset threshold, determining the second consistency ratio of each of the judgment matrices respectively;

When all of the second consistency ratios are less than a preset threshold, the step of generating the delay coefficient, the success rate coefficient, the capacity coefficient and a first weight matrix between the channel types according to the correlation matrix is performed.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Determine the number of blocked text messages of the user in each text message channel within a preset time period and the total number of text messages blocked by the user in all text message channels according to the user-related information;

Determining the blocking ratio of each SMS channel according to the number of blocked SMS messages of users in each SMS channel within the preset time period and the total number of SMS messages blocked by users in all SMS channels;

Determine the number of SMS messages blocked in each SMS channel within each preset time interval according to the user related information, wherein the preset time length is divided into at least two preset time intervals;

According to the number of blocked text messages of each text message channel in each preset time interval, an average value of the number of blocked text messages of each text message channel in each preset time interval and an upper limit value of the number of blocked text messages of each text message channel are obtained;

Determine the shielding coefficient of each SMS channel according to the number of SMS shielding within a target time interval, the average value and the upper limit value, the time corresponding to the target time interval is later than the time corresponding to other time intervals within the preset time length;

The second score of each SMS channel is determined according to the shielding ratio and the shielding coefficient of each SMS channel.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Determine the service type of the SMS and whether the SMS is an extra-long SMS according to the SMS attribute information;

Determine the service score of each of the SMS channels according to the service type of each of the SMS channels;

Determining the support score of each of the SMS channels according to whether each of the SMS is an extra-long SMS;

The third score is determined according to the business score and the support score.

In one embodiment, the processor 101 may be used to call the short message distribution program stored in the memory 102 and perform the following operations:

Sorting each of the SMS channels according to the comprehensive score;

The first SMS channel in the sorting order is used as the target SMS channel, and the target SMS is sent according to the target SMS channel;

If the target SMS channel fails to send, the next SMS channel of the target SMS channel is used as the target SMS channel, and the target SMS is sent according to the target SMS channel until the last SMS channel is reached, and feedback information is generated and sent to the user.

Based on the hardware architecture of the above-mentioned SMS distribution device, an embodiment of the SMS distribution method of the present invention is proposed.

Referring to FIG. 2 , FIG. 2 is a first embodiment of a method for distributing short messages according to the present invention, and the method for distributing short messages comprises the following steps:

Step S10, obtaining historical SMS sending data of at least two preset SMS channels.

Specifically, the SMS channel may be an SMS channel such as a multimedia ringback tone platform, a ringback tone platform or a MMS center. The historical SMS sending information may include the success rate, delay, user blocking of SMS and SMS type of the user within a period of time. It may also include the success rate, delay, user blocking of SMS and SMS type of test SMS sent by the monitoring center. For example, the monitoring center calculates the time for sending and receiving test SMS.

Step S20, determining attribute parameters of each of the SMS channels according to the historical SMS sending data, wherein the attribute parameters include channel attribute information, user-related information, and SMS attribute information.

Specifically, the attribute parameters of the SMS channel are determined according to the historical SMS sending data corresponding to the SMS channel. The attribute parameters include channel attribute information, user-related information and SMS attribute information. The channel attribute information includes the delay coefficient, success rate coefficient, capacity coefficient and channel type of the SMS channel.

The delay coefficient of the SMS channel is determined by the delay rate of the SMS sending corresponding to the SMS channel. For example, the sampling time span is used as the granularity, such as 2 minutes. The monitoring center uses a test number to send test SMS to each SMS channel to maintain the heartbeat and collects the response time of each channel to ensure the latest status.

T = t ₂ - t ₁ ;

Wherein, T represents the time taken, in milliseconds; _t1 is the time to submit the request to the channel, which can be expressed in the format of yyMMddHHmmssffff; _t2 is the time to receive the channel response, which can be expressed in the format of yyMMddHHmmssffff. For example, after obtaining the response time of each channel, the channel delay coefficient is determined, and the delay coefficient is referred to the following table:

Time consumed (milliseconds) Delay Factor Reflect the actual situation <500 100 good 500-1000 90 Available 1000-3000 30 Congestion >3000 10 Severe congestion time out 0 Unavailable

The success rate coefficient of the SMS channel is determined by the success rate of SMS sending corresponding to the SMS channel. For example, the sampling time span is used as the granularity, such as 5 minutes, and the sending and returning situations of each SMS channel are counted to determine the channel's sending success rate.

Among them, V is the success rate, R is the number of sends within the sampling time granularity, and C is the number of return results marked as successful within the sampling time granularity. After obtaining the success rate of each downlink channel, determine the channel success rate coefficient, refer to the following table:

Success rate Success rate coefficient Reflect the actual situation >98% 100 good 90%-98% 90 normal 80%-90% 30 generally 50%-80% 10 Difference <50% 3 Not satisfied with production

The capacity coefficient of the SMS channel is determined by the maximum number of SMS messages that can be sent by the SMS channel per unit time. For example, the capacity coefficient of the color ring tone platform is 100 messages per second, the capacity coefficient of the multimedia color ring tone platform is 300 messages per second, and the capacity coefficient of the MMS center is 50 messages per second.

Channel types of SMS channels may include SMS channels such as color ring back tone platform, multimedia color ring back tone platform and MMS center.

Step S30, determining a comprehensive score of each of the SMS channels according to each of the attribute parameters.

Specifically, the comprehensive score of the SMS channel may be determined based on the average or median value of the score corresponding to each attribute parameter of the SMS channel, or based on each attribute parameter of the SMS channel and the weight value of each attribute parameter.

Step S40, determining a target SMS channel according to the comprehensive score, and sending a target SMS through the target SMS channel.

Specifically, the SMS channel with the highest comprehensive score can be determined as the target SMS channel, and the target SMS can be sent through the target SMS channel. The SMS channels can also be sorted according to the comprehensive score; the SMS channel with the highest ranking can be used as the target SMS channel, and the target SMS can be sent through the target SMS channel; if the target SMS channel fails to send, the next SMS channel of the target SMS channel can be used as the target SMS channel, and the target SMS can be sent through the target SMS channel until the last SMS channel is reached, and feedback information is generated and sent to the user.

In the technical solution of this embodiment, historical SMS sending data of at least two preset SMS channels are obtained; attribute parameters of each SMS channel are determined according to the historical SMS sending data; a comprehensive score of each SMS channel is determined according to each attribute parameter; a target SMS channel is determined according to the comprehensive score, and a target SMS is sent through the target SMS channel. The comprehensive score of each SMS channel is determined according to the attribute parameters of each SMS channel, and the target SMS channel for sending the target SMS is determined according to the comprehensive score, thereby improving the sending rate and success rate of the target SMS.

Referring to FIG. 3 , FIG. 3 is a second embodiment of the method for distributing short messages of the present invention. Based on the first embodiment, step S30 includes:

Step S31, determining a first score of each of the SMS channels according to the channel attribute information;

Step S32, determining a second score for each of the SMS channels according to the user-related information;

Step S33, determining a third score of each of the SMS channels according to the SMS attribute information;

Step S34: determining the comprehensive score of the SMS channel according to the first score, the second score, the third score, and the weight values corresponding to the scores.

Specifically, a first score w ₁ of each SMS channel is determined according to the channel attribute information, a second score w ₂ of each SMS channel is determined according to the user-related information, a third score w ₃ of each SMS channel is determined according to the SMS attribute information, and a comprehensive score of the SMS channel is determined according to the first score, the second score, the third score and the weight values corresponding to each score, as shown in the following formula:

w＝w ₁ ×α ₁ +w ₂ ×α ₂ +w ₃ ×α ₃ ;

Wherein, w represents the comprehensive score of the SMS channel, _α1 represents the weight value corresponding to the first score of the SMS channel, _α2 represents the weight value corresponding to the second score of the SMS channel, and _α3 represents the weight value corresponding to the third score of the SMS channel.

In the technical solution of this embodiment, the first score of each SMS channel is determined according to the channel attribute information; the second score of each SMS channel is determined according to the user-related information; the third score of each SMS channel is determined according to the SMS attribute information; and the comprehensive score of the SMS channel is determined according to the first score, the second score, the third score and the weight values corresponding to each score. The comprehensive score of the SMS channel is determined by comprehensively determining the channel attribute information, the user relevance and the SMS attribute information, thereby improving the comprehensiveness and accuracy of the comprehensive score.

Referring to FIG. 4 , FIG. 4 is a third embodiment of the method for distributing short messages according to the present invention. Based on the second embodiment, step S31 includes:

Step S311, generating a correlation matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type, and respectively determining a judgment matrix of each of the SMS channels corresponding to the same channel attribute information;

Step S312, generating a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix, and determining a second weight matrix for each of the SMS channels according to the judgment matrix;

Step S313: determining the first score of each of the short message channels according to the product value of the first weight matrix and each of the second weight matrices.

Specifically, the channel attribute information includes the delay coefficient, success rate coefficient, capacity coefficient and channel type of the SMS channel, and the capacity coefficient is determined by the maximum number of SMS sent per unit time of the SMS channel. Generate a correlation matrix between the delay coefficient, success rate coefficient, capacity coefficient and channel type. Exemplarily, the correlation matrix and the judgment matrix describe the relative importance or superiority, as shown in the following table. The scale used for each element when comparing is to minimize the difficulty of comparing elements of different natures to improve accuracy.

Scale meaning 1 The two factors are equally important. 3 Compared with the two factors, the former is slightly more important or has an advantage over the latter. 5 Compared with the two factors, the former is more important or has an advantage over the latter. 7 Compared with the two factors, the former is more important or has an advantage over the latter. 9 Compared with the two factors, the former is absolutely more important or has an advantage over the latter. 2,4,6,8 is the middle value between the above scales

If you want to describe the latter as being more important or having an advantage over the former, use the reciprocal as the scale, for example, 1/3 describes that the latter is slightly more important or has an advantage over the former. The relationship between the delay coefficient, success rate coefficient, capacity coefficient, and channel type is determined based on the scale, as shown in the following table:

SMS channel Success rate coefficient Delay Factor Capacity coefficient Channel Type Success rate coefficient 1 1/3 1/5 1 Delay Factor 3 1 1 5 Capacity coefficient 5 1 1 5 Channel Type 1 1/5 1/5 1

The correlation matrix _A1 is shown below:

Determine the judgment matrix of each SMS channel corresponding to the same channel attribute information respectively.

The relationship between each SMS channel under the success rate coefficient is shown in the following table:

Success rate coefficient Ringtone Platform Multimedia Ringback Tone Platform MMS Center Ringtone Platform 1 1/7 1/5 Multimedia Ringback Tone Platform 7 1 2 MMS Center 5 1/2 1

The judgment matrix _A2 of the success rate coefficient is as follows:

Because the success rate coefficient changes in real time, the scale in this matrix will also change in real time. The corresponding relationship between the success rate coefficient and the scale is shown in the following table:

The relationship between each SMS channel under the delay coefficient is shown in the following table:

Delay Factor Ringtone Platform Multimedia Ringback Tone Platform MMS Center Ringtone Platform 1 2 5 Multimedia Ringback Tone Platform 1/2 1 4 MMS Center 1/5 1/4 1

The judgment matrix _A3 of the delay coefficient is as follows:

Since the delay judgment changes in real time, the scale in this matrix will also change in real time. The corresponding relationship between the delay coefficient scale is:

The relationship between each SMS channel under the capacity coefficient is shown in the following table:

Capacity coefficient Ringtone Platform Multimedia Ringback Tone MMS Center Ringtone Platform 1 3 1/2 Multimedia Ringback Tone 1/3 1 1/5 MMS Center 2 5 1

The judgment matrix _A4 of the delay coefficient is as follows:

The relationship between each SMS channel under channel type is shown in the following table:

The judgment matrix _A5 of the delay coefficient is as follows:

The first weight matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type is generated according to the correlation matrix, and the second weight matrix of each SMS channel is determined according to the judgment matrix, which can be shown by the following formula:

The square root method is used to find the geometric mean of the elements in each row of matrix A, and normalized to obtain the weight matrix, as shown below:

The weight matrix of the correlation matrix or judgment matrix is obtained as:

可以如下所示：Exemplarily, the first weight matrix corresponding to the correlation matrix _{A1 is}

It can be as follows:

延时系数的第二权重矩阵为

能力系数的第二权重矩阵为

通道类型的第二权重矩阵为

According to the above formula, the second weight matrix of the success rate coefficient can be obtained as follows:

The second weight matrix of delay coefficient is

The second weight matrix of capability coefficient is

The second weight matrix of channel type is

The first score of each SMS channel is determined according to the product value of the value in the first weight matrix and each second weight matrix, as shown in the following table:

The specific calculation process of the first score of each SMS channel is as follows:

The first score of the ringback tone platform: 0.098×0.075+0.381×0.570+0.433×0.309+0.087×0.101=0.367;

The first score of the multimedia ring back tone platform: 0.098×0.592+0.381×0.333+0.433×0.109+0.087×0.674=0.291;

The first score of the MMS center: 0.098×0.333+0.381×0.097+0.433×0.582+0.087×0.226=0.342.

In the technical solution of this embodiment, a correlation matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type is generated, and the judgment matrix of each of the SMS channels corresponding to the same channel attribute information is determined respectively; a first weight matrix is generated according to the correlation matrix, and a second weight matrix is determined according to the judgment matrix; and a first score of each SMS channel is determined according to the product value of the value in the first weight matrix and each second weight matrix. By determining the first weight matrix and the second weight matrix for the channel attribute information, the first score of the channel attribute information is accurately calculated, which is convenient for the subsequent calculation of the comprehensive score.

Referring to FIG. 5 , FIG. 5 is a fourth embodiment of the method for distributing short messages of the present invention. Based on the third embodiment, before step S312, the method further includes:

Step S314, determining a first consistency ratio of the correlation matrix;

Step S315, when the first consistency ratio is less than a preset threshold, determining the second consistency ratio of each of the judgment matrices respectively;

Step S316, when all of the second consistency ratios are less than a preset threshold, execute the step of generating the delay coefficient, the success rate coefficient, the capacity coefficient and the first weight matrix between the channel types according to the correlation matrix.

Specifically, the calculation method for determining the first consistency ratio of the correlation matrix is the same as the calculation method for determining the second consistency ratio of the judgment matrix, as shown below:

为相关矩阵对应的第一权重矩阵的值或者判断矩阵对应的第二权重矩阵的值。Among them, CI is the consistency index, A is the correlation matrix or judgment matrix,

is the value of the first weight matrix corresponding to the correlation matrix or the value of the second weight matrix corresponding to the judgment matrix.

The first consistency ratio or the second consistency ratio C.R. is shown in the following formula:

Among them, R.I. is the average random consistency index; the value of R.I. should be determined by referring to the average random consistency index table, and its value is determined by the order n of the correlation matrix or judgment matrix. Please refer to the table below. If n=4, then R.I.=0.89.

n 1 2 3 4 5 6 7 8 9 10 11 12 13 14 R.I. 0 0 0.52 0.89 1.12 1.26 1.36 1.41 1.46 1.49 1.52 1.54 1.56 1.58

If C.R.<0.1, the judgment matrix is considered to have passed the consistency test. If the condition is not met, the value of the judgment matrix needs to be adjusted.

Exemplarily, the parameters of the calculation process for determining the correlation matrix may be shown in the following table:

It can be obtained that λ _max =4.035, CI=0.012, RI=0.89, and the first consistency ratio CR of the correlation matrix=0.013, the first consistency ratio is less than 0.1, and the consistency test is passed, and the subsequent steps can be continued.

In the technical solution of this embodiment, the first consistency ratio of the correlation matrix is determined; when the first consistency ratio is less than the preset threshold, the second consistency ratio of each judgment matrix is determined respectively; when all the second consistency ratios are less than the preset threshold, the step of generating the first weight matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix is performed. By calculating the consistency ratio of the correlation matrix and the judgment matrix, the first score is calculated after determining that the values in the correlation matrix and the judgment matrix are accurate, avoiding the situation where the calculation error of the first score caused by the inaccurate values of the correlation matrix or the judgment matrix itself is avoided, and the accuracy of the comprehensive score calculation is improved.

Referring to FIG. 6 , FIG. 6 is a fifth embodiment of the method for distributing short messages according to the present invention. Based on the second embodiment, step S32 includes:

Step S321, determining the number of blocked SMS messages of the user in each SMS channel within a preset time period and the total number of SMS messages blocked by the user in all SMS channels according to the user-related information;

Step S322, determining the blocking ratio of each SMS channel according to the number of blocked SMS messages of users in each SMS channel within the preset time period and the total number of SMS messages blocked by users in all SMS channels;

Step S323, determining the number of SMS messages to be blocked in each SMS channel within each preset time interval according to the user-related information, wherein the preset time length is divided into at least two preset time intervals;

Step S324, according to the number of blocked text messages of each text message channel in each preset time interval, obtaining an average value of the number of blocked text messages of each text message channel in each preset time interval and an upper limit value of the number of blocked text messages of each text message channel;

Step S325, determining the shielding coefficient of each SMS channel according to the number of SMS shielding within the target time interval, the average value and the upper limit value, wherein the time corresponding to the target time interval is later than the time corresponding to other time intervals within the preset time length;

Step S326: determining the second score of each SMS channel according to the shielding ratio and the shielding coefficient of each SMS channel.

Specifically, the number _a1 of blocked SMS messages of users in each SMS channel within a preset time period and the total number _a2 of SMS messages blocked by users in all SMS channels are determined according to the user-related information to determine the blocking ratio _d1 of each SMS channel, as shown in the following formula:

For example, the historical blocking numbers of the multimedia ringback tone platform, the ringback tone platform and the MMS center are 3 million, 2 million and 1.8 million respectively, the blocking ratio of the multimedia ringback tone platform is 55.88, the blocking ratio of the ringback tone platform is 70.59 and the blocking ratio of the MMS center is 73.53.

The number of blocked text messages of each text message channel within each preset time interval is obtained, where the preset time length is divided into at least two preset time intervals, wherein the preset time interval can be determined according to the number of days; according to the number of blocked text messages of each text message channel within each preset time interval, the average value μ of the number of blocked text messages of each text message channel within each preset time interval and the upper limit value UCL of the number of blocked text messages of each text message channel are obtained, as shown in the following formula:

UCL＝μ+kσ；

表示极差平均值，极差平均值的计算方式如下：Wherein, μ is the mean value, k = 3, and d represents the unbiasing constant, d = 1.128.

Represents the average value of the range, which is calculated as follows:

Wherein, MR _i represents the difference between adjacent time intervals, n represents the total number of time intervals, and w=2.

For example, the number of blocked text messages, average values, average values of the extreme differences, and upper limits of the three text message channels from the previous day to the previous six days are as follows:

The shielding coefficient d ₂ of each channel is determined according to the number of SMS shielding, the average value and the upper limit value within the target time interval. The time corresponding to the target time interval is later than the time corresponding to other time intervals within the preset time length. If the number of SMS shielding in the target time interval is greater than the upper limit value, the shielding coefficient is 50%; if the number of SMS shielding in the target time interval is less than the upper limit value and greater than the average value, the shielding coefficient is 70%; if the number of SMS shielding in the target time interval is less than the average value, the shielding coefficient is 90%. As shown in the table above, the shielding numbers of the multimedia ring back tone platform, the ring back tone platform and the MMS center on the previous day were 1133, 210 and 23 respectively, so the shielding coefficients can be obtained as 90%, 70% and 70%.

The second score of each SMS channel is determined according to the shielding ratio and shielding coefficient of each SMS channel, and the score of the three SMS channels is s=d ₁ ×d ₂ . For example, the shielding ratio of the multimedia color ring back tone platform is 55.88, the shielding ratio of the color ring back tone platform is 70.59, and the shielding ratio of the multimedia color ring back tone center is 73.53. The shielding coefficients of the multimedia color ring back tone platform, the color ring back tone platform, and the multimedia message center are 90%, 70%, and 70%, respectively. Then, the second score of the multimedia color ring back tone platform is 55.88x90%=50.292; the second score of the color ring back tone platform is 70.59x70%=49.413; and the second score of the multimedia message center is 73.53x70%=51.471.

In the technical solution of this embodiment, the shielding ratio of each SMS channel is determined according to the number of shielded SMS messages of users in each SMS channel within a preset time period and the total number of SMS messages shielded by users in all SMS channels; the shielding coefficient of each SMS channel is determined according to the number of shielded SMS messages within a target time interval, the average value, and the upper limit value; and the second score of each SMS channel is determined according to the shielding ratio and shielding coefficient of each SMS channel. The shielding ratio and shielding coefficient are determined by user-related information, and the second score of user-related information is accurately calculated, which is convenient for the subsequent calculation of the comprehensive score.

Referring to FIG. 7 , FIG. 7 is a sixth embodiment of the method for distributing short messages of the present invention. Based on the second embodiment, step S33 includes:

Step S331, determining the service type of the SMS and whether the SMS is an extra-long SMS according to the SMS attribute information;

Step S332, determining a service score of each of the SMS channels according to the service type of each of the SMS channels;

Step S333, determining the support score of each SMS channel according to whether each SMS is an extra-long SMS;

Step S334: determining the third score according to the business score and the support score.

Specifically, the SMS service type supported by the SMS channel is determined according to the SMS attribute information, and the service score of each SMS channel is determined according to the service type of each SMS channel. Exemplarily, the score of each SMS channel for different service support is as follows:

Business Type Ringtone Platform Multimedia Ringback Tone MMS Center Marketing business 50 20 30 Interactive business 30 60 10 Notification service 40 50 10

When the SMS is sent, the service type of the SMS is "interactive service", the service score of the multimedia ringback tone platform is 60, the service score of the ringback tone platform is 30, and the service score of the MMS center is 10.

Determine whether the SMS is an extra-long SMS based on the SMS attribute information, and determine the support score of each SMS channel based on whether each SMS is an extra-long SMS. When the SMS is a normal SMS, the scores of all the sending channels are 100. When the SMS is an extra-long SMS, each channel scores the extra-long SMS of each province as follows: the number of supported provinces/the number of all provinces×100. Exemplarily, when the content of the SMS sent is an extra-long SMS of 200 words, the support score of the multimedia ringback tone platform is 31/31×100=100; the support score of the ringback tone platform is 28/31×100=90; the support score of the MMS center is 31/31×100=100. Determine the third score based on the business score and the support score.

In the technical solution of this embodiment, the service type of the SMS and whether the SMS is an extra-long SMS are determined according to the SMS attribute information; the service score of each SMS channel is determined according to the service type of each SMS channel; the support score of each SMS channel is determined according to whether each SMS is an extra-long SMS; and the third score is determined according to the service score and the support score. The service score and the support score are determined by the SMS attribute information, and the third score of the SMS attribute information is accurately calculated, which is convenient for the subsequent calculation of the comprehensive score.

8, the present invention provides a short message distribution device, the short message distribution device comprising:

The acquisition module 100 is used to acquire historical SMS sending data of at least two preset SMS channels;

A determination module 200, configured to determine attribute parameters of each of the SMS channels according to the historical SMS sending data, wherein the attribute parameters include channel attribute information, user-related information, and SMS attribute information;

A calculation module 300, configured to determine a comprehensive score of each of the SMS channels according to each of the attribute parameters;

The distribution module 400 is used to determine a target SMS channel according to the comprehensive score, and send a target SMS through the target SMS channel.

In one embodiment, in determining the comprehensive score of each of the SMS channels according to the attribute parameters, the calculation module 300 is specifically used to:

Determine a first score for each of the SMS channels according to the channel attribute information;

Determine a second score for each of the SMS channels according to the user related information;

Determine a third score for each of the SMS channels according to the SMS attribute information;

The comprehensive score of the SMS channel is determined according to the first score, the second score, the third score, and weight values corresponding to each of the scores.

In one embodiment, in determining the first score of each of the short message channels according to the channel attribute information, the calculation module 300 is specifically used to:

Generate a correlation matrix between the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type, and respectively determine a judgment matrix of each of the SMS channels corresponding to the same channel attribute information;

Generate a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix, and determine a second weight matrix for each of the SMS channels according to the judgment matrix;

The first score of each of the short message channels is determined according to the product value of the value in the first weight matrix and each of the second weight matrices.

In one embodiment, before generating the delay coefficient, the success rate coefficient, the capacity coefficient, and the first weight matrix between the channel types according to the correlation matrix, the calculation module 300 is specifically used to:

determining a first consistency ratio of the correlation matrix;

When the first consistency ratio is less than a preset threshold, determining the second consistency ratio of each of the judgment matrices respectively;

When all of the second consistency ratios are less than a preset threshold, the step of generating the delay coefficient, the success rate coefficient, the capacity coefficient and a first weight matrix between the channel types according to the correlation matrix is performed.

In one embodiment, in determining the second score of each of the SMS channels according to the user-related information, the calculation module 300 is specifically configured to:

Determine the number of blocked text messages of the user in each text message channel within a preset time period and the total number of text messages blocked by the user in all text message channels according to the user-related information;

Determining the blocking ratio of each SMS channel according to the number of blocked SMS messages of users in each SMS channel within the preset time period and the total number of SMS messages blocked by users in all SMS channels;

Determine the number of SMS messages blocked in each SMS channel within each preset time interval according to the user related information, wherein the preset time length is divided into at least two preset time intervals;

According to the number of blocked text messages of each text message channel in each preset time interval, an average value of the number of blocked text messages of each text message channel in each preset time interval and an upper limit value of the number of blocked text messages of each text message channel are obtained;

Determine the shielding coefficient of each SMS channel according to the number of SMS shielding within a target time interval, the average value and the upper limit value, wherein the time corresponding to the target time interval is later than the time corresponding to other time intervals within the preset time length;

The second score of each SMS channel is determined according to the shielding ratio and the shielding coefficient of each SMS channel.

In one embodiment, in determining the third score according to the SMS attribute information, the calculation module 300 is specifically used to:

Determine the service type of the SMS and whether the SMS is an extra-long SMS according to the SMS attribute information;

Determine the service score of each of the SMS channels according to the service type of each of the SMS channels;

Determining the support score of each of the SMS channels according to whether each of the SMS is an extra-long SMS;

The third score is determined according to the business score and the support score.

In one embodiment, in determining a target SMS channel according to the comprehensive score and sending a target SMS through the target SMS channel, the distribution module 400 is specifically configured to:

Sorting each of the SMS channels according to the comprehensive score;

The first SMS channel in the sorting order is used as the target SMS channel, and the target SMS is sent according to the target SMS channel;

If the target SMS channel fails to send, the next SMS channel of the target SMS channel is used as the target SMS channel, and the target SMS is sent according to the target SMS channel until the last SMS channel is reached, and feedback information is generated and sent to the user.

The present invention also provides a text message distribution device, which includes a memory, a processor, and a text message distribution program stored in the memory and executable on the processor. When the text message distribution program is executed by the processor, the various steps of the text message distribution method described in the above embodiment are implemented.

The present invention also provides a computer-readable storage medium, wherein the computer-readable storage medium stores a short message distribution program, and when the short message distribution program is executed by a processor, each step of the short message distribution method described in the above embodiment is implemented.

The serial numbers of the above embodiments of the present invention are only for description and do not represent the advantages or disadvantages of the embodiments.

It should be noted that, in this article, the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, system, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, system, article or device. In the absence of further restrictions, an element defined by the sentence "comprises a ..." does not exclude the existence of other identical elements in the process, system, article or device including the element.

Through the description of the above implementation methods, those skilled in the art can clearly understand that the above-mentioned embodiment system can be implemented by means of software plus a necessary general hardware platform, and of course it can also be implemented by hardware, but in many cases the former is a better implementation method. Based on such an understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art can be embodied in the form of a software product, which is stored in a computer-readable storage medium (such as ROM/RAM, magnetic disk, optical disk) as described above, and includes a number of instructions for a terminal device (which can be a mobile phone, a computer, a parking management device, an air conditioner, or a network device, etc.) to execute the system described in each embodiment of the present invention.

The above are only preferred embodiments of the present invention, and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.

Claims (9)

1. The short message distribution method is characterized by comprising the following steps:

acquiring historical short message sending data of at least two preset short message channels;

determining attribute parameters of each short message channel according to the historical short message sending data, wherein the attribute parameters comprise channel attribute information, user related information and short message attribute information; the channel attribute information comprises a delay coefficient, a success rate coefficient, a capacity coefficient and a channel type of the short message channel; the user related information comprises the shielding quantity of user short messages in each short message channel within a preset time length and the total quantity of the short messages shielded by the users in all the short message channels; the short message attribute information comprises the service type executed by the short message channel and whether the short message is an ultralong short message or not;

determining a first score of each short message channel according to the channel attribute information; determining a second score of each short message channel according to the user related information; determining a third score of each short message channel according to the short message attribute information; determining a comprehensive score of the short message channel according to the first score, the second score, the third score and the weight value corresponding to each score;

And determining a target short message channel according to the comprehensive score, and sending the target short message through the target short message channel.

2. The short message distribution method as claimed in claim 1, wherein the channel attribute information includes a delay coefficient, a success rate coefficient, a capacity coefficient and a channel type of the short message channel, the capacity coefficient being determined by a maximum number of short messages transmitted per unit time of the short message channel; the step of determining the first score of each short message channel according to the channel attribute information comprises the following steps:

generating a correlation matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type, and respectively determining a judgment matrix of each short message channel corresponding to the same channel attribute information;

generating a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix, and determining a second weight matrix of each short message channel according to the judgment matrix;

and determining the first score of each short message channel according to the product value of the value in the first weight matrix and each second weight matrix.

3. The method for distributing short messages according to claim 2, wherein said step of generating a first weight matrix between said delay coefficient, said success rate coefficient, said capacity coefficient and said channel type according to said correlation matrix further comprises:

determining a first consistency ratio of the correlation matrix;

when the first consistency ratio is smaller than a preset threshold value, respectively determining second consistency ratios of the judgment matrixes;

and when all the second consistency ratios are smaller than a preset threshold value, executing the step of generating the first weight matrix among the time delay coefficient, the success rate coefficient, the capacity coefficient and the channel type according to the correlation matrix.

4. The short message distribution method as claimed in claim 1, wherein the step of determining the second score of each of the short message channels according to the user-related information comprises:

determining the shielding quantity of the user short messages in each short message channel and the total quantity of the short messages shielded by the users in all the short message channels within a preset time length according to the user related information;

determining the shielding proportion of each short message channel according to the shielding quantity of the user short messages in each short message channel and the total quantity of the short messages shielded by the users in all the short message channels within the preset time length;

Determining the shielding quantity of short messages of each short message channel in each preset time interval according to the user related information, wherein the preset time length is divided into at least two preset time intervals;

according to the shielding quantity of the short messages of each short message channel in each preset time interval, acquiring an average value of the shielding quantity of the short messages of each short message channel in each preset time interval and an upper limit value of the shielding quantity of the short messages of each short message channel;

determining the shielding coefficient of each short message channel according to the short message shielding quantity, the average value and the upper limit value in a target time interval, wherein the time corresponding to the target time interval is later than the time corresponding to other time intervals in a preset duration;

and determining the second score of each short message channel according to the shielding proportion and the shielding coefficient of each short message channel.

5. The short message distribution method as claimed in claim 1, wherein the step of determining a third score according to the short message attribute information comprises:

determining the service type of the short message and whether the short message is an ultralong short message according to the short message attribute information;

determining service scores of the short message channels according to service types of the short message channels;

Determining the support score of each short message channel according to whether each short message is an ultralong short message;

and determining the third score according to the business score and the support score.

6. The short message distribution method as claimed in claim 1, wherein the step of determining a target short message channel according to the composite score and transmitting the target short message through the target short message channel comprises:

sequencing the short message channels according to the comprehensive scores;

taking the short message channel with the forefront sequencing as the target short message channel, and sending the target short message according to the target short message channel;

if the target short message channel fails to be sent, the next short message channel of the target short message channel is used as the target short message channel, the target short message is sent according to the target short message channel, and feedback information is generated and sent to a user until the last short message channel.

7. A short message distribution apparatus, characterized in that the short message distribution apparatus comprises:

the acquisition module is used for acquiring historical short message sending data of at least two preset short message channels;

the determining module is used for determining attribute parameters of each short message channel according to the historical short message sending data, wherein the attribute parameters comprise channel attribute information, user related information and short message attribute information; the channel attribute information comprises a delay coefficient, a success rate coefficient, a capacity coefficient and a channel type of the short message channel; the user related information comprises the shielding quantity of user short messages in each short message channel within a preset time length and the total quantity of the short messages shielded by the users in all the short message channels; the short message attribute information comprises the service type executed by the short message channel and whether the short message is an ultralong short message or not;

The computing module is used for determining a first score of each short message channel according to the channel attribute information; determining a second score of each short message channel according to the user related information; determining a third score of each short message channel according to the short message attribute information; determining a comprehensive score of the short message channel according to the first score, the second score, the third score and the weight value corresponding to each score;

and the distribution module is used for determining a target short message channel according to the comprehensive score and sending the target short message through the target short message channel.

8. A short message distribution device, characterized in that the short message distribution device comprises a memory, a processor and a short message distribution program stored in the memory and executable on the processor, which short message distribution program, when executed by the processor, implements the steps of the short message distribution method according to any of claims 1-6.

9. A computer-readable storage medium storing a short message distribution program which, when executed by a processor, implements the steps of the short message distribution method according to any one of claims 1 to 6.

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