CN113891259B - Short message distribution method, device, equipment and computer readable storage medium - Google Patents
Short message distribution method, device, equipment and computer readable storage medium Download PDFInfo
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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
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method, an apparatus, a device, and a computer readable storage medium for distributing short messages.
Background
The music port platform is a platform for uniformly accessing, managing and sending short message service and bears various short message service. Each service is sent through a short message template of a port platform, each short message template is provided with a corresponding sending channel, and the sending channels of the port platform in butt joint are provided with four sending channels of a color ring platform, a multimedia color ring platform, a color message center and a different network platform, and when the short message service exists, the sending channels are sent according to the sending channels configured in the templates. However, in these issuing channels, a part of channels are shared by multiple access merchants, and are easy to be jammed when concurrent, and a part of channels are limited by the upper limit value of the short message issuing in unit time of the channels, so that a great number of conditions of overtime request, serious message jam, sending failure and the like exist in the short message channels, and the above conditions easily lead to lower success rate of the short message issuing.
Disclosure of Invention
The invention mainly aims to provide a short message distribution method, a device, equipment and a computer readable storage medium, which aim to solve the problem of how to improve the success rate of short message distribution.
In order to achieve the above object, the present invention provides a method for distributing short messages, which includes 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.
In one embodiment, the step of determining the composite score of each sms channel according to the attribute parameter includes:
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;
And determining the 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.
In an embodiment, the channel attribute information includes a delay coefficient, a success rate coefficient, a capacity coefficient and a channel type of the short message channel, where the capacity coefficient is determined by a maximum number of short messages sent in a 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.
In an embodiment, before the step of generating the first weight matrix among the delay coefficient, the success rate coefficient, the capability coefficient, and the channel type according to the correlation matrix, the method further includes:
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.
In one embodiment, the step of determining the second score of each short message channel according to the user related information includes:
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.
In an embodiment, the step of determining the third score according to the sms attribute information includes:
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.
In an embodiment, the step of determining a target short message channel according to the composite score and sending the target short message through the target short message channel includes:
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.
In order to achieve the above object, the present invention also provides a short message distribution apparatus, including:
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 calculation module is used for determining the comprehensive score of each short message channel according to each attribute parameter;
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.
In order to achieve the above object, the present invention also provides a short message distribution apparatus including a memory, a processor, and a short message distribution program stored in the memory and executable on the processor, the short message distribution program implementing the steps of the short message distribution method as described above when executed by the processor.
In order to achieve the above object, the present invention also provides 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 described above.
The invention provides a short message distribution method, a device, equipment and a computer readable storage medium, which are used for 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; 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. And determining the comprehensive score of each short message channel through the attribute parameters of each short message channel, and determining the target short message channel for sending the target short message according to the comprehensive score, thereby improving the sending rate and the success rate of the target short message.
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Fig. 1 is a schematic hardware structure of a short message distribution device according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of a first embodiment of a short message distribution method according to the present invention;
fig. 3 is a detailed flowchart of step S30 of the second embodiment of the short message distribution method of the present invention;
fig. 4 is a detailed flowchart of step S31 of the third embodiment of the short message distribution method of the present invention;
fig. 5 is a detailed flowchart of step S31 of the fourth embodiment of the short message distribution method of the present invention;
fig. 6 is a detailed flowchart of step S32 of the fifth embodiment of the short message distribution method of the present invention;
fig. 7 is a detailed flowchart of step S33 of the sixth embodiment of the short message distribution method according to the present invention;
fig. 8 is a schematic diagram of a logic structure of a short message distribution device according to the present invention.
The achievement of the objects, functional features and advantages of the present invention will be further described with reference to the accompanying drawings, in conjunction with the embodiments.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
The main solutions of the embodiments of the present invention are: 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; 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.
And determining the comprehensive score of each short message channel through the attribute parameters of each short message channel, and determining the target short message channel for sending the target short message according to the comprehensive score, thereby improving the sending rate and the success rate of the target short message.
As an implementation, the sms message distribution apparatus may be as shown in fig. 1.
The embodiment of the invention relates to a short message distribution device, which comprises: a processor 101, such as a CPU, a memory 102, and a communication bus 103. Wherein the communication bus 103 is used to enable connected communication among the 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 fig. 1, a short message distribution program may be included in a memory 102 as a computer-readable storage medium; and the processor 101 may be configured to call the sms distribution program stored in the memory 102 and perform the following operations:
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.
In one embodiment, the processor 101 may be configured to call a sms distribution program stored in the memory 102 and perform the following operations:
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;
and determining the 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.
In one embodiment, the processor 101 may be configured to call a sms distribution program stored in the memory 102 and perform the following operations:
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.
In one embodiment, the processor 101 may be configured to call a sms 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 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.
In one embodiment, the processor 101 may be configured to call a sms distribution program stored in the memory 102 and perform the following operations:
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.
In one embodiment, the processor 101 may be configured to call a sms distribution program stored in the memory 102 and perform the following operations:
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.
In one embodiment, the processor 101 may be configured to call a sms distribution program stored in the memory 102 and perform the following operations:
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.
Based on the hardware architecture of the short message distribution equipment, the embodiment of the short message distribution method is provided.
Referring to fig. 2, fig. 2 is a first embodiment of the short message distribution method according to the present invention, the short message distribution method includes the following steps:
step S10, historical short message sending data of at least two preset short message channels are obtained.
Specifically, the short message channel may be a short message channel such as a multimedia ring back tone platform, a color ring back tone platform or a color message center, and the history short message sending information may include a success rate, a delay condition, a shielding condition of a user on a short message, a short message type and the like of the user in a period of time, and may also include a success rate, a delay condition, a shielding condition of a user on a short message, a short message type and the like of a test short message sent by the monitoring center, for example, the monitoring center calculates a time for sending the test short message and receiving the test short message.
And step S20, 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.
Specifically, the attribute parameters of the short message channel are determined according to the historical short message sending data corresponding to the short message channel, wherein the attribute parameters comprise channel attribute information, user related information and short message attribute information, and 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 delay coefficient of the short message channel is determined by the delay rate of the short message transmission corresponding to the short message channel, and the monitoring center uses the sampling time span as granularity, for example, 2 minutes, and uses the test number to send test short messages to each short message channel to maintain the heartbeat, and collects the response time of each channel to ensure the latest state.
T=t 2 -t 1 ;
Wherein T represents time consuming time in milliseconds; t is t 1 To commit the request to the channel, the format may be expressed as ymmddhhmmssffff; t is t 2 To receive the time of the channel return, the format may be expressed as ymmddhhmmssffff. Illustratively, after obtaining the response time of each issuing channel, the channel delay coefficient is determined, and the delay coefficient refers to the following table:
time consuming (millisecond) | Delay coefficient | Reflecting the actual situation |
<500 | 100 | Good quality |
500-1000 | 90 | Can be used |
1000-3000 | 30 | Congestion of |
>3000 | 10 | Severe congestion |
Timeout of time | 0 | Is not available |
The success rate coefficient of the short message channel is determined by the success rate of short message transmission corresponding to the short message channel, and the sending success rate of the channel is determined by taking the sampling time span as granularity, for example, 5 minutes, and counting the sending condition and the returning condition of each short message channel.
Wherein V is success rate, R is the number of transmissions in the granularity of sampling time, and C is the number of successful marks in the returned results in the granularity of sampling time. After obtaining the success rate of each issuing channel, determining the channel success rate coefficient, and referring to the following table:
Success rate | Success rate coefficient | Reflecting the actual situation |
>98% | 100 | Good quality |
90%-98% | 90 | Normal state |
80%-90% | 30 | In general |
50%-80% | 10 | Difference of difference |
<50% | 3 | Does not satisfy production |
The capacity coefficient of the short message channel is determined by the maximum number of short messages which can be sent in a unit time of the short message channel, for example, the capacity coefficient of the multimedia ring back tone platform is 100 pieces per second, the capacity coefficient of the multimedia ring back tone platform is 300 pieces per second, and the capacity coefficient of the multimedia message center is 50 pieces per second.
The channel types of the short message channel can comprise a multimedia ring back tone platform, a multimedia message center and other short message channels.
And step S30, determining the comprehensive score of each short message channel according to each attribute parameter.
Specifically, the comprehensive score of the short message channel may be determined according to an average value or an intermediate value of the score corresponding to each attribute parameter of the short message channel, or may be determined according to each attribute parameter of the short message channel and a weight value of each attribute parameter.
And S40, determining a target short message channel according to the comprehensive score, and sending the target short message through the target short message channel.
Specifically, the short message channel with the highest comprehensive score can be determined as the target short message channel, and the target short message is sent through the target short message channel. The short message channels can be sequenced according to the comprehensive scores; taking the short message channel with the forefront sequencing as a target short message channel, and sending target short messages according to the target short message channel; if the target short message channel fails to send, 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 until the last short message channel, feedback information is generated and sent to the user.
In the technical scheme of the embodiment, historical short message sending data of at least two preset short message channels are obtained; determining attribute parameters of each short message channel according to the historical short message sending data; 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. And determining the comprehensive score of each short message channel through the attribute parameters of each short message channel, and determining the target short message channel for sending the target short message according to the comprehensive score, thereby improving the sending rate and the success rate of the target short message.
Referring to fig. 3, fig. 3 is a second embodiment of the short message distribution method according to the present invention, based on the first embodiment, the step S30 includes:
step S31, determining a first score of each short message channel according to the channel attribute information;
step S32, determining a second score of each short message channel according to the user related information;
step S33, determining a third score of each short message channel according to the short message attribute information;
and step S34, determining the 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.
Specifically, a first score w of each short message channel is determined according to the channel attribute information 1 Determining a second score w of each short message channel according to the related information of the user 2 Determining a third score w of each short message channel according to the short message attribute information 3 Determining the comprehensive score of the short message channel according to the first score, the second score, the third score and the weight values corresponding to the scores, wherein the comprehensive score is 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 short message channel, alpha 1 A weight value alpha corresponding to a first score representing a short message channel 2 A weight value alpha corresponding to a second score representing the short message channel 3 And the third score of the short message channel is represented as a corresponding weight value.
In the technical scheme of the embodiment, a first score of each short message channel is determined according to channel attribute information; determining a second score of each short message channel according to the related information of the user; determining a third score of each short message channel according to the short message attribute information; and determining the 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. The comprehensive score of the short message channel is comprehensively determined through the channel attribute information, the user correlation and the short message attribute information, and the comprehensiveness and the accuracy of the comprehensive score are improved.
Referring to fig. 4, fig. 4 is a third embodiment of the short message distribution method according to the present invention, based on the second embodiment, the step S31 includes:
step S311, generating a correlation matrix among the delay coefficient, the success rate coefficient, the capability coefficient and the channel type, and respectively determining a judgment matrix of each short message channel corresponding to the same channel attribute information;
step S312, a first weight matrix among the delay coefficient, the success rate coefficient, the capacity coefficient and the channel type is generated according to the correlation matrix, and a second weight matrix of each short message channel is determined according to the judgment matrix;
step S313, determining the first score of each short message channel according to the product value of the first weight matrix and each second weight matrix.
Specifically, the channel attribute information includes a delay coefficient, a success rate coefficient, a capacity coefficient and a channel type of the short message channel, and the capacity coefficient is determined by the maximum number of short messages sent in a unit time of the short message channel. The correlation matrix, and exemplary correlation matrix and decision matrix describe the relative importance or superiority among the delay coefficient, success rate coefficient, capability coefficient, and channel type, as shown in the following table, the scale employed by each element when compared, to minimize the difficulty of comparing the different elements with each other to improve accuracy.
Scale with a scale bar | Meaning of |
1 | The two elements are of the same importance |
3 | The former is slightly more important or advantageous than the latter in comparison with the two elements |
5 | The former is more important or advantageous than the latter in comparison with the two elements |
7 | The former is important or advantageous over the latter in comparison with the two elements |
9 | The former is absolutely important or advantageous compared to the latter |
2,4,6,8 | Is the intermediate value between the scales |
If the latter and the former are to be described as important or advantageous, the latter is described as slightly important or advantageous than the former with the reciprocal being a scale, for example 1/3. The relationship among delay coefficient, success rate coefficient, capacity coefficient and channel type is determined according to the scale, as shown in the following table:
short message channel | Success rate coefficient | Delay coefficient | Capability coefficient | Channel type |
Success rate coefficient | 1 | 1/3 | 1/5 | 1 |
Delay coefficient | 3 | 1 | 1 | 5 |
Capability coefficient | 5 | 1 | 1 | 5 |
Channel type | 1 | 1/5 | 1/5 | 1 |
Correlation matrix A 1 The following is shown:
and respectively determining the judgment matrix of each short message channel corresponding to the same channel attribute information.
The relationship between the short message channels under the success rate coefficient is shown in the following table:
success rate coefficient | Color bell platform | Multimedia color bell platform | Multimedia message center |
Color bell platform | 1 | 1/7 | 1/5 |
Multimedia color bell platform | 7 | 1 | 2 |
Multimedia message center | 5 | 1/2 | 1 |
Judgment matrix A of success rate coefficient 2 The following is shown:
Because the success rate coefficient changes in real time, the scale in the matrix also changes in real time, and the correspondence between the success rate coefficient and the scale is shown in the following table:
the relationship between the short message channels under the delay coefficient is shown in the following table:
delay coefficient | Color bell platform | Multimedia color bell platform | Multimedia message center |
Color bell platform | 1 | 2 | 5 |
Multimedia color bell platform | 1/2 | 1 | 4 |
Multimedia message center | 1/5 | 1/4 | 1 |
Judgment matrix A of delay coefficient 3 The following is shown:
because the delay judgment changes in real time, the scale in the matrix also changes in real time, and the corresponding relation of the delay coefficient scale:
the relationship between the various short message channels under the capability coefficient is shown in the following table:
capability coefficient | Color bell platform | Multimedia color bell | Multimedia message center |
Color bell platform | 1 | 3 | 1/2 |
Multimedia color bell | 1/3 | 1 | 1/5 |
Multimedia message center | 2 | 5 | 1 |
Judgment matrix A of delay coefficient 4 The following is shown:
the relationship between each short message channel under the channel type is shown in the following table:
judgment matrix A of delay coefficient 5 The following is shown:
generating a delay coefficient, a success rate coefficient, a capacity coefficient and a first weight matrix among channel types according to the correlation matrix, and determining a second weight matrix of each short message channel according to the judgment matrix, wherein the second weight matrix can be represented by the following formula:
the geometric mean of each row of elements in the matrix A is obtained by adopting a square root method, and a weight matrix is obtained by normalization, wherein the weight matrix is as follows:
illustratively, the correlation matrix A 1 Corresponding first weight matrixThe following can be mentioned:
the second weight matrix which can obtain the success rate coefficient is calculated according to the above formulaThe second weight matrix of the delay coefficients is +.>The second weight matrix of the capacity coefficient is +.>The second weight matrix of the channel type is +.>
Determining a 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, as shown in the following table:
the specific calculation process of the first score of each short message channel is as follows:
first score of color ring platform: 0.098×0.075+0.381×0.570+0.433×0.309+0.087×0.101=0.367;
first score of multimedia color ring platform: 0.098×0.592+0.381×0.333+0.433×0.109+0.087×0.674=0.291;
first score of multimedia message center: 0.098×0.333+0.381×0.097+0.433×0.582+0.087×0.226=0.342.
In the technical scheme of the embodiment, a time delay coefficient, a success rate coefficient, a capacity coefficient and a correlation matrix among channel types are generated, and judgment matrixes of the short message channels corresponding to the same channel attribute information are respectively determined; generating a first weight matrix according to the correlation matrix, and determining a second weight matrix according to the judgment matrix; and determining a 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. And determining a first weight matrix and a second weight matrix for the channel attribute information, so that a first score of the channel attribute information is accurately calculated, and the subsequent calculation of the comprehensive score is facilitated.
Referring to fig. 5, fig. 5 is a diagram illustrating a fourth embodiment of a method for distributing a short message according to the present invention, based on the third embodiment, before step S312, further includes:
step S314, determining a first consistency ratio of the correlation matrix;
step S315, when the first uniformity ratio is smaller than a preset threshold, determining a second uniformity ratio of each judgment matrix;
and step S316, 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.
Specifically, the calculation method for determining the first consistency ratio of the correlation matrix is the same as that for determining the second consistency ratio of the judgment matrix, and is as follows:
wherein, C.I. is a consistency index, A is a correlation matrix or a judgment matrix,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 or second consistency ratio c.r. is shown in the following formula:
wherein r.i. is an average random consistency index; the value of r.i. is determined by referring to the average random uniformity index table, the value of which is determined by the order n of the correlation matrix or the judgment matrix, the following table may be referred to, and if n=4, 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 pass the consistency test, and if the condition is not satisfied, the value of the judgment matrix needs to be adjusted.
Illustratively, the parameters of the calculation process for determining the correlation matrix may be as follows:
can obtain lambda corresponding to the correlation matrix max =4.035; c.i. =0.012; r.i. =0.89; the first consistency ratio of the correlation matrix c.r. =0.013, which is less than 0.1, and the consistency check is passed, the subsequent steps can be continued.
In the technical solution of the present embodiment, a first consistency ratio of a correlation matrix is determined; when the first consistency ratio is smaller than a preset threshold value, respectively determining second consistency ratios of all the judgment matrixes; and when all the second consistency ratios are smaller than a preset threshold value, executing the step of 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. The first score is calculated after the values in the correlation matrix and the judgment matrix are determined to be accurate through the calculation of the consistency ratio of the correlation matrix and the judgment matrix, so that the situation that the calculation error of the first score is caused by inaccurate values of the correlation matrix or the judgment matrix is avoided, and the accuracy of the comprehensive score calculation is improved.
Referring to fig. 6, fig. 6 is a fifth embodiment of the short message distribution method according to the present invention, based on the second embodiment, the step S32 includes:
step S321, 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 in a preset time period according to the related information of the users;
step S322, 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;
step S323, determining the shielding quantity of the 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;
step S324, according to the shielding quantity of the short messages of each short message channel in each preset time interval, obtaining the average value of the shielding quantity of the short messages of each short message channel in each preset time interval and the upper limit value of the shielding quantity of the short messages of each short message channel;
step S325, determining the shielding coefficient of each short message channel according to the short message shielding number, 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;
Step S326, determining the second score of each short message channel according to the shielding proportion and the shielding coefficient of each short message channel.
Specifically, the shielding quantity a of the user short messages in each short message channel in a preset time period is determined according to the user related information 1 User-shielded short message total quantity a in all short message channels 2 Determining the shielding proportion d of each short message channel 1 The following formula is shown:
the number of the history shielding of the multimedia ring back tone platform, the ring back tone platform and the multimedia message center is 300 ten thousand, 200 ten thousand and 180 ten thousand, the shielding proportion of the multimedia ring back tone platform is 55.88, the shielding proportion of the ring back tone platform is 70.59 and the shielding proportion of the multimedia message center is 73.53.
The method comprises the steps of obtaining the shielding quantity of short messages of each short message channel in each preset time interval, wherein the preset time length is divided into at least two preset time intervals, and the preset time intervals can be determined according to days; according to the shielding quantity of the short messages of each short message channel in each preset time interval, an average value mu of the shielding quantity of the short messages of each short message channel in each preset time interval and an upper limit value UCL of the shielding quantity of the short messages of each short message channel are obtained, wherein the average value mu is shown in the following formula:
UCL=μ+kσ;
Where μ is an average value, k=3, d represents an unbiased constant, and d=1.128.The range average is shown as follows:
wherein MR is i Represents the difference between adjacent time intervals, n represents the total number of time intervals, w=2.
The number of the shielding messages, the average value, the range average value and the upper limit value of the messages from the previous day to the previous six days of the three message channels are shown as follows:
determining the shielding coefficient d of each channel according to the shielding number, the average value and the upper limit value of the short messages in the target time interval 2 The time corresponding to the target time interval is later than the time corresponding to other time intervals in the preset duration. If the number of the short message shields in the target time interval is larger than the upper limit value, the shielding coefficient is 50%; if the short message shielding number of the target time interval is smaller than the upper limit value and larger than the average value, the shielding coefficient is 70%; if the number of short message masks in the target time interval is smaller than the average value, the mask 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 multimedia message center on the previous day are 1133, 210 and 23 respectively, so that the shielding coefficients are 90%, 70% and 70%.
Determining a second score of each short message channel according to the shielding proportion and the shielding coefficient of each short message channel, wherein the scores of the three short message channels are s=d 1 ×d 2 . The shielding ratio of the multimedia polyphonic ringtone platform is 55.88, the shielding ratio of the polyphonic ringtone platform is 70.59, the shielding ratio of the polyphonic ringtone center is 73.53, and the shielding coefficients of the multimedia polyphonic ringtone platform, the polyphonic ringtone platform and the polyphonic ringtone center are 90%, 70% and 70%, so that the second score of the multimedia polyphonic ringtone platform is 55.88x90% = 50.292; the second score of the polyphonic ringtone platform is 70.59x70% = 49.413; the second score of the multimedia message center is 73.53x70% = 51.471.
In the technical scheme of the embodiment, the shielding proportion of each short message channel is determined 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 a preset time length; and determining the shielding coefficient of each short message channel according to the shielding quantity, the average value and the upper limit value of the short messages in the target time interval, and determining the second score of each short message channel according to the shielding proportion and the shielding coefficient of each short message channel. And determining the shielding proportion and the shielding coefficient through the user related information, accurately calculating the second score of the user related information, and facilitating the subsequent calculation of the comprehensive score.
Referring to fig. 7, fig. 7 is a sixth embodiment of a short message distribution method according to the present invention, based on the second embodiment, the step S33 includes:
Step S331, determining the service type of the short message and whether the short message is an ultra-long short message according to the short message attribute information;
step S332, determining service scores of the short message channels according to service types of the short message channels;
step S333, determining the support score of each short message channel according to whether each short message is an ultralong short message;
step S334, determining the third score according to the service score and the support score.
Specifically, the service type of the short message supported by the short message channel is determined according to the short message attribute information, and the service score of each short message channel is determined according to the service type of each short message channel. For example, the score of each sms channel for different service support is as follows:
service type | Color bell platform | Multimedia color bell | Multimedia message center |
Marketing type business | 50 | 20 | 30 |
Interactive service | 30 | 60 | 10 |
Notification service | 40 | 50 | 10 |
When the short message is sent, the service type of the short message is 'interactive service', the service score of the multimedia color ring platform is 60, the service score of the color ring platform is 30, and the service score of the color message center is 10.
And determining whether the short message is an ultra-long short message according to the short message attribute information, and determining the support score of each short message channel according to whether each short message is the ultra-long short message. When the short message is a normal short message, then the score of all the issuing channels is 100. When the short message is an ultra-long short message, each channel scores the ultra-long short message of each province as follows: number of supported provinces/number of all provinces x 100. For example, when the content of the short message is an ultra-long short message of 200 words, the support score of the multimedia color ring platform is 31/31×100=100; support score of the CRBT platform is 28/31 multiplied by 100=90; the support score of the multimedia message center is 31/31 multiplied by 100=100. And determining a third score according to the business score and the support score.
In the technical scheme of the embodiment, the service type of the short message and whether the short message is an ultralong short message are determined according to the attribute information of the short message; 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 ultrashort message; and determining a third score according to the business score and the support score. And determining service scores and support scores through the short message attribute information, accurately calculating third scores of the short message attribute information, and facilitating subsequent calculation of comprehensive scores.
Referring to fig. 8, the present invention provides a short message distribution apparatus, comprising:
the acquiring module 100 is configured to acquire historical sms sending data of at least two preset sms channels;
the determining module 200 is configured to determine attribute parameters of each short message channel according to the historical short message sending data, where the attribute parameters include channel attribute information, user related information, and short message attribute information;
the calculation module 300 is configured to determine a comprehensive score of each short message channel according to each attribute parameter;
and the distribution module 400 is configured to determine a target short message channel according to the comprehensive score, and send a target short message through the target short message channel.
In one embodiment, in determining the composite score of each sms channel according to the attribute parameter, the computing module 300 is specifically configured to:
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;
and determining the 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.
In one embodiment, in determining the first score of each short message channel according to the channel attribute information, the computing module 300 is specifically configured to:
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.
In one embodiment, before generating the first weight matrix among the delay coefficient, the success rate coefficient, the capability coefficient, and the channel type according to the correlation matrix, the calculation module 300 is specifically configured to:
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.
In one embodiment, in determining the second score of each short message channel according to the user related information, the computing module 300 is specifically configured to:
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.
In one embodiment, in determining the third score according to the sms attribute information, the computing module 300 is specifically configured to:
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.
In one embodiment, in determining a target short message channel according to the composite score and sending a target short message through the target short message channel, the distribution module 400 is specifically configured to:
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.
The invention also provides a short message distribution device, which comprises a memory, a processor and a short message distribution program stored in the memory and executable on the processor, wherein the short message distribution program realizes the steps of the short message distribution method according to the embodiment when being executed by the processor.
The present invention also provides 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 described in the above embodiments.
The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, system, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, system, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, system, article, or apparatus that comprises the element.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment system may be implemented by means of software plus necessary general purpose hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a computer readable storage medium (e.g. ROM/RAM, magnetic disk, optical disk) as described above, comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a parking management device, an air conditioner, or a network device, etc.) to execute the system according to the embodiments of the present invention.
The foregoing description is only of the preferred embodiments of the present invention, and is not intended to limit the scope of the invention, but rather is intended to cover any equivalents of the structures or equivalent processes disclosed herein or in the alternative, which may be employed directly or indirectly in other related arts.
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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