CN114173001A - Method and device for transmitting converged communication messages - Google Patents

Method and device for transmitting converged communication messages Download PDF

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CN114173001A
CN114173001A CN202010949618.8A CN202010949618A CN114173001A CN 114173001 A CN114173001 A CN 114173001A CN 202010949618 A CN202010949618 A CN 202010949618A CN 114173001 A CN114173001 A CN 114173001A
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message
sending mode
data
terminal
communication environment
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CN114173001B (en
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刘威
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China Mobile Communications Group Co Ltd
China Mobile Communications Ltd Research Institute
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China Mobile Communications Group Co Ltd
China Mobile Communications Ltd Research Institute
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/04Real-time or near real-time messaging, e.g. instant messaging [IM]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/07User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail characterised by the inclusion of specific contents
    • H04L51/10Multimedia information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

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  • Information Transfer Between Computers (AREA)

Abstract

The invention provides a method and a device for transmitting converged communication messages, and belongs to the technical field of communication. The method for transmitting the converged communication message is applied to a terminal and comprises the following steps: collecting communication environment data of the terminal when the converged communication message is sent; reporting the communication environment data to network side equipment; receiving recommendation message sending mode information returned by the network side equipment; and switching the message sending mode according to the recommended message sending mode information. The technical scheme of the invention can improve the utilization rate of communication resources.

Description

Method and device for transmitting converged communication messages
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a method and an apparatus for converged communication message delivery.
Background
The converged Communication (RCS) is a basic Communication service for mobile phone users in the environment of cellular wireless network and WiFi network, is an upgrade of basic Communication services such as voice, message and the like, and is a basis for comprehensive datamation of the basic services. The Voice is carried by Voice over Long-Term Evolution (VoLTE), the core is supplemented by Voice over Internet Protocol (VoIP), and the user communication quality and experience are enhanced; the message is based on RCS, and integrates a plurality of media and message formats seamlessly, and comprises functions of one-to-one message, group sending message, group chat and the like. The system supports a plurality of message content formats such as text, multimedia and the like, supports on-line messages, off-line messages and message-to-short messages, and provides functions of message status report, message history management, network storage and the like. In addition, new message service capabilities are provided for other services through open interfaces.
The media content that may be contained in the message includes: text, pictures, voice clips, video clips, expressions (characters, pictures), location information (including longitude, latitude), contacts (vCard format), files, cards (including pictorial information), and the like.
The converged communication user accesses the network through the mobile phone terminal and uses the service. According to the difference of the provision modes of the converged communication service on the terminal, the converged communication service has a plurality of terminal forms: native terminals, APP clients, PC clients, Web clients and other extension terminals.
A layered network architecture of a converged communication based on a Session Initiation Protocol (SIP)/Internet Protocol (IP) core network uses an Instant Messaging (IM) technology of an SIP/IP network, and the Instant Messaging (IM) technology based on the SIP/IP network can be divided into three communication modes:
1) page Mode (Page Mode)
The instant message in page mode completes the delivery process of the message by SIP MESSAGE method. This mode directly performs MESSAGE interaction between endpoints and is therefore also referred to as paging mode. Instant messaging in page mode is limited by the size limit (1300 bytes) of the SIP message body and is only suitable for small messages to be sent and received.
2) Large Message Mode (Large Message Mode)
The instant message in the big message mode completes the delivery process of the message in a mode of combining SIP/MSRP. First, an SIP Session is established by SIP INVITE method, and The Message Session Relay Protocol (MSRP) underlying parameters are negotiated. And then completing the transmission process of the message in the media plane through the MSRP protocol. And when the message transmission is finished, releasing the SIP session by an SIP BYE method. The large message mode is suitable for the transmission process of large instant messages containing multimedia data or files and is not limited by the length of the instant messages.
3) Session Mode (Session Mode)
The instant message interaction in the session mode is also the interactive process of the message completed by the way of combining the SIP/MSRP, namely, the session is established by the SIP INVITE method, the MSRP bottom layer parameters are negotiated, the message content is transmitted by the MSRP, and the session is released by the SIP BYE method. The difference from the large message mode is that the instant message interaction process is carried out for a plurality of times through the MSRP protocol in the session mode until the communication party decides to finish the instant message communication and then completes the release process of the session. The conversation mode is suitable for instant message interaction modes which are continued for a period of time, such as chat rooms, meetings and the like.
The three communication modes belong to Converged IP Messaging (CPM) standby Message and CPM Session. The former includes two Message modes of Pager Mode and Large Message Mode, and the latter corresponds to the Session Mode Message Mode. The two types of message receiving and sending schemes have different characteristics, the former has smaller expense on maintaining link resources and session states, and the latter has smaller expense on message headers consumed by multiple message interactions in a short time, and are respectively suitable for different types of service scenes. At present, a CPM standard Message or CPM Session is mainly used to implement one-to-one messaging, and a CPM Session is used to implement group chat. Because the Session mode needs to consume more Transmission Control Protocol (TCP) link resources, when the number of concurrent group chats is large, on one hand, the performance of the platform is limited, and a certain performance bottleneck is caused; on the other hand, the performance of the terminal is affected, the user experience of related functions is reduced, and a standby Message scheme can be adopted for the group chat messages.
Analyzing theoretical values of traffic consumption of the standby mode and the Session mode, if the message of group chat is less than 9 times of that of the inactive mode under the condition of group activation, the Session mode is not as good as the standby mode, and if the message quantity of group chat under the active condition is large, the Session mode is more suitable than the standby mode. It can be seen that the standby mode is suitable for a scene with low message sending frequency, because the process is not complicated, and a TCP connection does not need to be established, the consumption of a server is low, and the session mode is suitable for an interactive scene with a plurality of messages in a short time. However, since there is uncertainty about the frequency and rhythm of the messages sent by the users, the efficiency cannot be optimized by simply adopting a fixed message sending mode for all the users.
Disclosure of Invention
The technical problem to be solved by the invention is to provide a method and a device for transmitting converged communication messages, which can improve the utilization rate of communication resources.
To solve the above technical problem, embodiments of the present invention provide the following technical solutions:
in one aspect, a method for converged communication message delivery is provided, which is applied to a terminal and includes:
collecting communication environment data of the terminal when the converged communication message is sent;
reporting the communication environment data to network side equipment;
receiving recommendation message sending mode information returned by the network side equipment;
and switching the message sending mode according to the recommended message sending mode information.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the switching of the message sending mode according to the recommended message sending mode information includes any one of:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, after switching the message sending mode of the terminal to the recommended message sending mode, the method further includes:
judging whether the flow consumed by the terminal for sending the converged communication message is reduced or not after the terminal is switched to the recommended message sending mode;
and if so, sending the recommended message sending mode as a sending mode suggestion to the network side equipment.
The embodiment of the invention also provides a method for transmitting the converged communication message, which is applied to network side equipment and comprises the following steps:
receiving communication environment data reported by a terminal;
determining historical data with the highest similarity to the communication environment data according to the communication environment data;
and sending recommendation message sending mode information to the terminal, wherein the recommendation message sending mode information comprises the historical data and/or a recommendation message sending mode determined according to the historical data.
In some embodiments, determining the historical data with the highest similarity to the communication environment data comprises:
fitting operation is carried out on the communication environment data reported by the terminal and a plurality of pieces of historical data in a database respectively to obtain the similarity between each piece of historical data and the communication environment data, the plurality of pieces of historical data are stored in the database, each piece of historical data comprises a plurality of data identifications and values corresponding to the data identifications, and each data identification represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, determining the recommended message transmission mode comprises:
and determining the recommended message sending mode according to the message sending mode adopted by the historical data with the highest similarity.
In some embodiments, further comprising:
and acquiring a message call ticket, extracting communication environment data from the message call ticket, and storing the extracted communication environment data in the database as the historical data.
In some embodiments, the method specifically comprises:
dividing the historical data into N groups according to data types, wherein N is a positive integer;
sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group;
and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, further comprising:
receiving a sending mode suggestion returned by the terminal;
and storing the corresponding relation between the communication environment data reported by the terminal and the sending mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
The embodiment of the invention also provides a device for transmitting the converged communication message, which is applied to a terminal and comprises the following steps:
the acquisition module is used for acquiring the communication environment data of the terminal when the converged communication message is sent;
a reporting module, configured to report the communication environment data to a network side device;
the receiving module is used for receiving the recommendation message sending mode information returned by the network side equipment;
and the switching module is used for switching the message sending mode according to the information of the recommended message sending mode.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the switching module is specifically configured to perform any one of:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, the apparatus further comprises:
the judging module is used for judging whether the flow consumed by the terminal for sending the converged communication message is reduced or not after the recommended message sending mode is switched;
and the sending module is used for sending the recommended message sending mode as a sending mode suggestion to the network side equipment if the recommended message sending mode is the sending mode suggestion.
The embodiment of the invention also provides a device for transmitting the converged communication message, which is applied to network side equipment and comprises the following steps:
the receiving module is used for receiving the communication environment data reported by the terminal;
the processing module is used for determining historical data with the highest similarity to the communication environment data according to the communication environment data;
and the sending module is used for sending the recommended message sending mode information to the terminal, wherein the recommended message sending mode information comprises the historical data and/or the recommended message sending mode determined according to the historical data.
In some embodiments, the processing module is specifically configured to perform fitting operation on the communication environment data reported by the terminal and multiple pieces of historical data in a database respectively to obtain a similarity between each piece of historical data and the communication environment data, where the multiple pieces of historical data are stored in the database, each piece of historical data includes multiple data identifiers and values corresponding to the multiple data identifiers, and each data identifier represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, the sending module is specifically configured to determine the recommended message sending mode according to a message sending mode adopted by the historical data with the highest similarity.
In some embodiments, the apparatus further comprises:
and the acquisition module is used for acquiring the message call ticket, extracting the communication environment data from the message call ticket and storing the extracted communication environment data in the database as the historical data.
In some embodiments, the processing module is specifically configured to divide the historical data into N groups according to data types, where N is a positive integer; sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group; and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, the receiving module is further configured to receive a sending mode suggestion returned by the terminal;
the processing module is further configured to store a correspondence between the communication environment data reported by the terminal and the transmission mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
The embodiment of the invention also provides a device for transmitting the converged communication message, which comprises a memory, a processor and a computer program, wherein the computer program is stored on the memory and can run on the processor; the processor, when executing the program, implements the method of converged communication messaging as described above.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the processor is specifically configured to perform any one of:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, the processor is further configured to determine whether traffic consumed by the terminal for sending the converged communication message is reduced after switching to the recommended message sending mode; and if so, sending the recommended message sending mode as a sending mode suggestion to the network side equipment.
In some embodiments, the processor is specifically configured to perform fitting operation on the communication environment data reported by the terminal and multiple pieces of historical data in a database respectively to obtain a similarity between each piece of historical data and the communication environment data, where the multiple pieces of historical data are stored in the database, each piece of historical data includes multiple data identifiers and corresponding values thereof, and each data identifier represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, the processor is specifically configured to determine the recommended message sending mode according to a message sending mode adopted by the historical data with the highest similarity.
In some embodiments, the processor is further configured to obtain a message ticket, extract communication environment data from the message ticket, and store the extracted communication environment data in the database as the historical data.
In some embodiments, the processor is specifically configured to divide the historical data into N groups according to data type, where N is a positive integer; sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group; and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, the processor is further configured to receive a sending mode suggestion returned by the terminal; and storing the corresponding relation between the communication environment data reported by the terminal and the sending mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
Embodiments of the present invention also provide a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the steps in the method for converged communication messaging as described above.
The embodiment of the invention has the following beneficial effects:
in the above scheme, when the terminal sends the converged communication message, the terminal acquires communication environment data of the terminal, and reports the communication environment data to the network side device, the network side device can determine recommended message sending mode information according to the communication environment data and returns the recommended message sending mode information to the terminal, and the terminal can switch message sending modes according to the recommended message sending mode information and select the most appropriate message sending mode, thereby improving the utilization rate of communication resources.
Drawings
Fig. 1-4 are schematic views of session flows of a standby mode and a session mode;
fig. 5 is a flowchart illustrating a method for transmitting a converged communication message at a terminal side according to an embodiment of the present invention;
fig. 6 is a flowchart illustrating a method for converged communication messaging at a network device according to an embodiment of the present invention;
FIG. 7 is a block diagram of a converged communication messaging system in accordance with an embodiment of the present invention;
FIG. 8 is a flowchart illustrating a method for converged communication messaging according to an embodiment of the present invention;
fig. 9 is a schematic structural diagram of a device for converged communication messaging at a terminal side according to an embodiment of the present invention;
fig. 10 is a schematic structural diagram of an apparatus for converged communication message transmission at a network side device side according to an embodiment of the present invention;
fig. 11 is a schematic diagram illustrating a configuration of a device for converged communication messaging at a terminal side according to an embodiment of the present invention;
fig. 12 is a schematic diagram illustrating a configuration of a device for converged communication message transmission at a network side device according to an embodiment of the present invention.
Detailed Description
In order to make the technical problems, technical solutions and advantages to be solved by the embodiments of the present invention clearer, the following detailed description will be given with reference to the accompanying drawings and specific embodiments.
A layered network architecture of a converged communication based on a Session Initiation Protocol (SIP)/Internet Protocol (IP) core network uses an Instant Messaging (IM) technology of an SIP/IP network, and the Instant Messaging (IM) technology based on the SIP/IP network can be divided into three communication modes:
1) page Mode (Page Mode)
The instant message in page mode completes the delivery process of the message by SIP MESSAGE method. This mode directly performs MESSAGE interaction between endpoints and is therefore also referred to as paging mode. Instant messaging in page mode is limited by the size limit (1300 bytes) of the SIP message body and is only suitable for small messages to be sent and received.
2) Large Message Mode (Large Message Mode)
The instant message in the big message mode completes the delivery process of the message in a mode of combining SIP/MSRP. First, an SIP Session is established by SIP INVITE method, and The Message Session Relay Protocol (MSRP) underlying parameters are negotiated. And then completing the transmission process of the message in the media plane through the MSRP protocol. And when the message transmission is finished, releasing the SIP session by an SIP BYE method. The large message mode is suitable for the transmission process of large instant messages containing multimedia data or files and is not limited by the length of the instant messages.
3) Session Mode (Session Mode)
The instant message interaction in the session mode is also the interactive process of the message completed by the way of combining the SIP/MSRP, namely, the session is established by the SIP INVITE method, the MSRP bottom layer parameters are negotiated, the message content is transmitted by the MSRP, and the session is released by the SIP BYE method. The difference from the large message mode is that the instant message interaction process is carried out for a plurality of times through the MSRP protocol in the session mode until the communication party decides to finish the instant message communication and then completes the release process of the session. The conversation mode is suitable for instant message interaction modes which are continued for a period of time, such as chat rooms, meetings and the like.
The three communication modes belong to Converged IP Messaging (CPM) standby Message and CPM Session. The former includes two Message modes of Pager Mode and Large Message Mode, and the latter corresponds to the Session Mode Message Mode. The two types of message receiving and sending schemes have different characteristics, the former has smaller expense on maintaining link resources and session states, and the latter has smaller expense on message headers consumed by multiple message interactions in a short time, and are respectively suitable for different types of service scenes. At present, a CPM standard Message or CPM Session is mainly used to implement one-to-one messaging, and a CPM Session is used to implement group chat. Because the Session mode needs to consume more Transmission Control Protocol (TCP) link resources, when the number of concurrent group chats is large, on one hand, the performance of the platform is limited, and a certain performance bottleneck is caused; on the other hand, the performance of the terminal is affected, the user experience of related functions is reduced, and a standby Message scheme can be adopted for the group chat messages.
The flowcharts of the above four schemes are shown in fig. 1 to fig. 4, where fig. 1 is a flowchart of a peer-to-peer chat (standby) mode, where ue a is terminal a, ue B is terminal B, and SERVER is a SERVER; FIG. 2 is a flow chart of a point-to-point chat (session) mode; FIG. 3 is a flow chart of a group chat (standby) mode; fig. 4 is a flow chart of a group chat (session) mode.
In the related technology, there is no strict regulation on which scene the CPM standard Message and the CPM Session are applied to, and an operator can select between the two modes according to the characteristics of the user, and the total number of the selectable combinations is 4:
the first method is as follows: one-to-one messaging and group chat are both session modes.
The second method comprises the following steps: the one-to-one message is standby mode and the group chat is session mode.
The third method comprises the following steps: one-to-one and group chat are both dormant modes.
The method is as follows: the one-to-one message is session mode and the group chat is standby mode.
The features of CPM Standalone Message and CPM Session:
1. the CPM Standalone replaces the session mode with SIP message, and the text message does not depend on newly establishing an MSRP channel.
2. The CPM Session is to use one SIP Session and MSRP separately in each group or each 1-to-1 message, and needs to perform Session negotiation first and then send the message.
Analyzing theoretical values of traffic consumption of the standby mode and the Session mode, wherein the theoretical data are calculated according to the traffic consumption of each service signaling of the test model:
Figure BDA0002676483580000131
Figure BDA0002676483580000141
in order to better analyze the flow consumption, a test model is drawn up according to the characteristics of a user, and test and data analysis are carried out according to the test model, wherein the test model comprises the following steps:
test model data and numbering
Figure BDA0002676483580000142
Session mode of group chat scheme
Theoretical formula of flow consumption:
flow rate ═ a ═ J + K) + B × L + H × (M + N) + G × (N + O) + I × P
And obtaining theoretical flow consumption of three user types of standard group chat according to a formula:
Figure BDA0002676483580000143
Figure BDA0002676483580000151
group chat scheme standalone mode
Flow consumption theoretical formula of standalone scheme:
flow rate ═ a ═ J + K) + B × L + C × (M + N) + I × P
And obtaining theoretical flow consumption of three user types of a standby scheme according to a formula:
Figure BDA0002676483580000152
comparative flow analysis of two protocols
The Session mode traffic consumption of the X ═ group chat scheme ═ a ═ J + K) + B × (L + H × (M + N) + G × (N + O) + I × P
The flow consumption of the standalone mode of the group chat scheme is A (J + K) + B (L + C) (M + N) + I P
Comparing the sizes of X and Y, that is, X-Y ═ H ═ M + N) + G × (N + O) -C ═ M + N ═ H-C × (M + N) + G × (N + O), in this formula M, N, O is a variable which does not change depending on the communication habits of the user, H, C, G is a theoretical value which can be substituted into a theoretical analysis value, where H ═ 850, C ═ 1792, G ═ 9482, and X-Y ═ 9482 (N + O) -942(M + N) ═ 8540N +8540O-942M ═ 942 (9N + 9O-M).
The X > Y, that is, the group chat in the Session mode consumes more traffic than that in the standby mode, that is, 9N +9O > M is required, that is, in the case of group activation, if the message of the group chat is less than 9 times that in the case of non-activation, the Session mode is not used as the standby mode, and if the message amount of the group chat in the case of activation is large, the Session mode is more suitable than the standby mode. It can be seen that the standby mode is suitable for a scene with low message sending frequency, because the process is not complicated, and a TCP connection does not need to be established, the consumption of a server is low, and the session mode is suitable for an interactive scene with a plurality of messages in a short time. However, since there is uncertainty about the frequency and rhythm of the messages sent by the users, the efficiency cannot be optimized by simply adopting a fixed message sending mode for all the users.
The embodiment of the invention provides a method and a device for transmitting converged communication messages, which can improve the utilization rate of communication resources.
An embodiment of the present invention provides a method for converged communication message delivery, which is applied to a terminal, and as shown in fig. 5, the method includes:
step 101: collecting communication environment data of the terminal when the converged communication message is sent;
step 102: reporting the communication environment data to network side equipment;
step 103: receiving recommendation message sending mode information returned by the network side equipment;
step 104: and switching the message sending mode according to the recommended message sending mode information.
In this embodiment, when the terminal sends the converged communication message, the terminal acquires communication environment data of the terminal, and reports the communication environment data to the network side device, the network side device may determine recommended message sending mode information according to the communication environment data and returns the recommended message sending mode information to the terminal, and the terminal may switch message sending modes according to the recommended message sending mode information and select the most appropriate message sending mode, thereby improving the communication resource utilization rate.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the switching of the message sending mode according to the recommended message sending mode information includes any one of:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, after switching the message sending mode of the terminal to the recommended message sending mode, the method further includes:
judging whether the flow consumed by the terminal for sending the converged communication message is reduced or not after the terminal is switched to the recommended message sending mode;
and if so, sending the recommended message sending mode as a sending mode suggestion to the network side equipment.
An embodiment of the present invention further provides a method for converged communication message delivery, which is applied to a network side device, and as shown in fig. 6, the method includes:
step 201: receiving communication environment data reported by a terminal;
step 202: determining historical data with the highest similarity to the communication environment data according to the communication environment data;
step 203: and sending recommendation message sending mode information to the terminal, wherein the recommendation message sending mode information comprises the historical data and/or a recommendation message sending mode determined according to the historical data.
In this embodiment, the terminal reports the communication environment data to the network side device, the network side device may determine the recommended message sending mode information according to the communication environment data, and returns the recommended message sending mode information to the terminal, and the terminal may switch the message sending modes according to the recommended message sending mode information, and select the most appropriate message sending mode, thereby improving the communication resource utilization rate.
In some embodiments, determining the historical data with the highest similarity to the communication environment data comprises:
fitting operation is carried out on the communication environment data reported by the terminal and a plurality of pieces of historical data in a database respectively to obtain the similarity between each piece of historical data and the communication environment data, the plurality of pieces of historical data are stored in the database, each piece of historical data comprises a plurality of data identifications and values corresponding to the data identifications, and each data identification represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, determining the recommended message transmission mode comprises:
and determining the recommended message sending mode according to the message sending mode adopted by the historical data with the highest similarity.
In some embodiments, further comprising:
and acquiring a message call ticket, extracting communication environment data from the message call ticket, and storing the extracted communication environment data in the database as the historical data.
In some embodiments, the method specifically comprises:
dividing the historical data into N groups according to data types, wherein N is a positive integer;
sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group;
and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, further comprising:
receiving a sending mode suggestion returned by the terminal;
and storing the corresponding relation between the communication environment data reported by the terminal and the sending mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In this embodiment, the recommended message sending mode includes a standby mode and a session mode, and according to the characteristics of the user when sending the message, the standby mode and the session mode can be switched intelligently, so as to achieve the best network resource utilization rate.
As shown in fig. 7, in this embodiment, the terminal has a proxy gateway function, and the terminal also has a sending situation detection function, so that the terminal can collect and report the terminal environment and related background information when the user sends a message; the proxy gateway function may perform a switching between the messaging mode, such as switching between the standby mode and the Session mode. The network side equipment can intelligently recommend which message sending mode is adopted according to the characteristics of the current transmission condition of the user.
Wherein the relevant information condition detectable by the transmission condition detection function includes:
(A)1 for 1 message called type;
(B) group membership of a group message;
(C) group average entering silence time (silence means how long a group does not receive a message, the group average entering silence time has an upper limit, and after the upper limit is reached, if the group chat in a Session mode is performed, the system disconnects the Session connection);
(D) the liveness of the group message in the current time period;
(E) concurrent group chat;
(F) a time period for message transmission;
(G) the length of the message sent;
(H) the type of message sent;
(I) the speed at which messages are sent, such as how many seconds a message is sent;
(J) the sender sends message amount daily;
(K) the receiver sends the message amount every day;
(L) familiarity of the sender and recipient;
(M) user access method (for example, ps 1wifi 2).
The main function of the proxy gateway is to perform transmission mode conversion, and the original system of the terminal does not need to be modified, that is, the original message processing mechanism of the terminal is not changed, and the original standby mode or Session mode is kept unchanged.
And the network side equipment finds similar data through comparison of the data reported by the terminal side and the data collected from the operator database, and then recommends the message sending mode according to the message sending mode adopted by the similar data.
For the data stored in the network side, it is represented by R (i, X), where i represents each item of data, and X represents the value of different sub-items in the record, as shown in the following table
Figure BDA0002676483580000201
Figure BDA0002676483580000211
The network side forms a database as shown below, wherein R1 represents the first piece of data, and RN represents the Nth piece of data.
Figure BDA0002676483580000212
Figure BDA0002676483580000213
。。。
Figure BDA0002676483580000221
For the generation of the database, at the cold start stage of the system, because there is no data, the currently adopted mode is performed by scanning the message ticket backed up by the network side, and the relevant information, such as the sending time, the receiving party, the sending content, is extracted from the message ticket, and the sending mode is, for example: and then calculating according to historical data to see whether the sending mode is proper, if not, adjusting the data imported into the system, and generating initial big data content by detecting a large amount of historical data. Meanwhile, the system periodically performs retest on the existing data so as to update the big data in time and make the fitting later have more basis.
After the user sends a message, the terminal sends the acquired data Rm to the network side, the network side performs fitting operation on the received data and the R1-Rn data in the database, for example, a domain-based collaborative filtering algorithm can be used, and the main idea of the algorithm is to calculate the similarity between Ri and Rj by using a score matrix of < Ri, Xj > and using statistical information. And then, sorting by utilizing the similarity, finally obtaining data such as Rs with the highest similarity to the data Rm to be fitted, and recommending a message sending mode corresponding to the Rs to the terminal. The fitting equation is as follows:
Figure BDA0002676483580000222
wherein R isi,xIndicating that the value of a certain X in the ith piece of data, such as R2,3The value of X3 in the second piece of data is shown. And X belongs to I (ij), which indicates that the ith data and the jth data selected by X have scoring dimensions, a bar is arranged on the head of Ri, which indicates the average number of all X subentry values of a certain data, and the calculation result is the similarity sim (i, j) of Ri and Rj, wherein sim (i, j) takes a value of 0-1. The closer the sim (i, j) value is to 1, the more similar the two are.
In addition, under the condition of less initial system data, the similarity can be calculated through the above formula, but later, if the increase of the system data volume is accompanied, for example, by the data volume of hundreds of millions, such as when similarity calculation is performed by using the dimension of each vector, under the condition that the vector dimension is more, the mode has high system overhead and can influence the real-time property of message sending, so that a fitting strategy can be adopted, vectors are grouped according to the dimension, for example, the vectors are grouped according to the access mode, the sending time, the frequency, the message content and the like, each group calculates a value, when fitting is carried out later, first step fitting is carried out according to the grouped vector dimension, if the obtained sequencing results can be used, no further calculation is needed, and if the obtained checking results are all similar, the approximation calculation of the full vector is needed.
And calculating by the formula to obtain the similarity value of the related data. The following table is calculated to show the similarity of R1-Rn to Rm (values are used for example only).
Rm
R1 0.79
R2 0.67
R3 0.1
R4 0.85
R5 0.9
Rn 0.1
And after the calculation results are arranged from large to small according to the approximation degree numerical values, giving out an approximation degree sequence < Rn, Ry … >, returning the similarity degree sequence results to the proxy gateway by the system, and selecting the transmission mode corresponding to the Rn with the highest approximation degree as the transmission mode of the message interaction by the proxy gateway.
In a specific example, as shown in fig. 8, the present embodiment includes the following steps:
a user inputs content on a terminal and prepares to send a converged communication message;
the terminal sends the converged communication message to a proxy gateway function;
judging whether the recommended message sending mode information is obtained from the network side, if so, sending according to the recommended message sending mode information; if not, the proxy gateway function reports the communication environment data of the terminal to the network side equipment, and the network side equipment sends the recommendation message sending mode information to the terminal;
if the transmission is finished, calculating whether less traffic is consumed by adopting the information of the recommended message transmission mode, and if the less traffic is really consumed, saving the message transmission mode as historical data by the network side.
The embodiment dynamically adjusts the message sending mode according to the actual situation of the user when sending the message, reduces the requirement for modifying the terminal by the proxy gateway, and can complete the message sending in an optimized mode.
An embodiment of the present invention further provides a device for converged communication message delivery, which is applied to a terminal, and as shown in fig. 9, the device includes:
the acquisition module 31 is configured to acquire communication environment data of the terminal when the converged communication message is sent;
a reporting module 32, configured to report the communication environment data to a network side device;
a receiving module 33, configured to receive the recommendation message sending mode information returned by the network side device;
and a switching module 34, configured to switch a message sending mode according to the recommended message sending mode information.
In this embodiment, when the terminal sends the converged communication message, the terminal acquires communication environment data of the terminal, and reports the communication environment data to the network side device, the network side device may determine recommended message sending mode information according to the communication environment data and returns the recommended message sending mode information to the terminal, and the terminal may switch message sending modes according to the recommended message sending mode information and select the most appropriate message sending mode, thereby improving the communication resource utilization rate.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the switching module 34 is specifically configured to perform any one of the following:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, the apparatus further comprises:
the judging module is used for judging whether the flow consumed by the terminal for sending the converged communication message is reduced or not after the recommended message sending mode is switched;
and the sending module is used for sending the recommended message sending mode as a sending mode suggestion to the network side equipment if the recommended message sending mode is the sending mode suggestion.
An embodiment of the present invention further provides a device for converged communication message delivery, which is applied to a network side device, as shown in fig. 10, and includes:
a receiving module 41, configured to receive communication environment data reported by a terminal;
the processing module 42 is configured to determine, according to the communication environment data, historical data with the highest similarity to the communication environment data;
a sending module 43, configured to send recommended message sending mode information to the terminal, where the recommended message sending mode information includes the historical data and/or a recommended message sending mode determined according to the historical data.
In this embodiment, the terminal reports the communication environment data to the network side device, the network side device may determine the recommended message sending mode information according to the communication environment data, and returns the recommended message sending mode information to the terminal, and the terminal may switch the message sending modes according to the recommended message sending mode information, and select the most appropriate message sending mode, thereby improving the communication resource utilization rate.
In some embodiments, the processing module 42 is specifically configured to perform fitting operation on the communication environment data reported by the terminal and multiple pieces of historical data in a database respectively to obtain a similarity between each piece of historical data and the communication environment data, where the database stores multiple pieces of historical data, each piece of historical data includes multiple data identifiers and corresponding values thereof, and each data identifier represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, the sending module 43 is specifically configured to determine the recommended message sending mode according to a message sending mode adopted by the historical data with the highest similarity.
In some embodiments, the apparatus further comprises:
and the acquisition module is used for acquiring the message call ticket, extracting the communication environment data from the message call ticket and storing the extracted communication environment data in the database as the historical data.
In some embodiments, the processing module 42 is specifically configured to divide the historical data into N groups according to data types, where N is a positive integer; sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group; and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, the receiving module 41 is further configured to receive a sending mode suggestion returned by the terminal;
the processing module 42 is further configured to store a corresponding relationship between the communication environment data reported by the terminal and the transmission mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
An embodiment of the present invention further provides a device for converged communication message delivery, which is applied to a terminal, and as shown in fig. 11, the device includes a memory 61, a processor 62, and a computer program that is stored in the memory 61 and can be run on the processor 62; the processor 62, when executing the program, implements the method of converged communication messaging as described above.
The processor 62 is specifically configured to collect communication environment data of the terminal when the converged communication message is sent; reporting the communication environment data to network side equipment; receiving recommendation message sending mode information returned by the network side equipment; and switching the message sending mode according to the recommended message sending mode information.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
In some embodiments, the processor 62 is specifically configured to perform any of the following:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
In some embodiments, the processor 62 is further configured to determine whether the traffic consumed by the terminal for sending the converged communication message is reduced after switching to the recommended message sending mode; and if so, sending the recommended message sending mode as a sending mode suggestion to the network side equipment.
An embodiment of the present invention further provides a device for converged communication message transmission, which is applied to a network side device, as shown in fig. 12, and includes a memory 71, a processor 72, and a computer program stored in the memory 71 and operable on the processor 72; the processor 72, when executing the program, implements the method of converged communication messaging as described above.
The processor 72 is specifically configured to receive communication environment data reported by the terminal; determining historical data with the highest similarity to the communication environment data according to the communication environment data; and sending recommendation message sending mode information to the terminal, wherein the recommendation message sending mode information comprises the historical data and/or a recommendation message sending mode determined according to the historical data.
In some embodiments, the processor 72 is specifically configured to perform fitting operation on the communication environment data reported by the terminal and multiple pieces of historical data in a database respectively to obtain similarity between each piece of historical data and the communication environment data, where the database stores multiple pieces of historical data, each piece of historical data includes multiple data identifiers and corresponding values thereof, and each data identifier represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
In some embodiments, the processor 72 is specifically configured to determine the recommended message sending mode according to a message sending mode adopted by the history data with the highest similarity.
In some embodiments, the processor 72 is further configured to obtain a message ticket, extract communication environment data from the message ticket, and store the extracted communication environment data in the database as the historical data.
In some embodiments, the processor 72 is specifically configured to divide the historical data into N groups according to data types, where N is a positive integer; sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group; and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
In some embodiments, the processor 72 is further configured to receive a sending mode suggestion returned by the terminal; and storing the corresponding relation between the communication environment data reported by the terminal and the sending mode suggestion.
In some embodiments, the data type of the communication environment data comprises at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
Embodiments of the present invention also provide a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the steps in the method for converged communication messaging as described above.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technologies, compact disc read only memory (CD-ROM), Digital Versatile Disc (DVD) or other optical storage, magnetic cassettes, magnetic tape disk storage or other magnetic storage terminal devices to be detected, or any other non-transmission medium that can be used to store information that can be accessed by a computer terminal device to be detected. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
While the foregoing is directed to the preferred embodiment of the present invention, it will be understood by those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention as defined in the appended claims.

Claims (15)

1. A method for converged communication messaging, applied to a terminal, includes:
collecting communication environment data of the terminal when the converged communication message is sent;
reporting the communication environment data to network side equipment;
receiving recommendation message sending mode information returned by the network side equipment;
and switching the message sending mode according to the recommended message sending mode information.
2. The method of converged communication messaging of claim 1, wherein the data type of the communication environment data includes at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
3. The method of converged communication messaging of claim 1, wherein the switching of messaging modes according to the recommended messaging mode information comprises any one of:
the recommended message sending mode information comprises historical data with the highest similarity to the communication environment data, a message sending mode adopted by the historical data with the highest similarity is determined as a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode;
the recommended message sending mode information comprises a recommended message sending mode, and if the message sending mode of the terminal is different from the recommended message sending mode, the message sending mode of the terminal is switched to the recommended message sending mode.
4. The method of converged communication messaging according to claim 3, wherein after switching the messaging mode of the terminal to the recommended messaging mode, the method further comprises:
judging whether the flow consumed by the terminal for sending the converged communication message is reduced or not after the terminal is switched to the recommended message sending mode;
and if so, sending the recommended message sending mode as a sending mode suggestion to the network side equipment.
5. A method for converged communication messaging, applied to a network side device, includes:
receiving communication environment data reported by a terminal;
determining historical data with the highest similarity to the communication environment data according to the communication environment data;
and sending recommendation message sending mode information to the terminal, wherein the recommendation message sending mode information comprises the historical data and/or a recommendation message sending mode determined according to the historical data.
6. The method of converged communication messaging of claim 5, wherein determining the historical data with the highest similarity to the communication environment data comprises:
fitting operation is carried out on the communication environment data reported by the terminal and a plurality of pieces of historical data in a database respectively to obtain the similarity between each piece of historical data and the communication environment data, the plurality of pieces of historical data are stored in the database, each piece of historical data comprises a plurality of data identifications and values corresponding to the data identifications, and each data identification represents a data type of the communication environment data;
and sequencing the similarity, and determining the historical data with the highest similarity to the communication environment data.
7. The method of converged communication messaging of claim 5, wherein determining the recommended messaging mode comprises:
and determining the recommended message sending mode according to the message sending mode adopted by the historical data with the highest similarity.
8. The method of converged communication messaging of claim 6, further comprising:
and acquiring a message call ticket, extracting communication environment data from the message call ticket, and storing the extracted communication environment data in the database as the historical data.
9. The method of converged communication messaging according to claim 6, wherein the method specifically comprises:
dividing the historical data into N groups according to data types, wherein N is a positive integer;
sequencing the N groups, and respectively calculating the similarity of the data in each group and the data of the same type in the communication environment data from the first group;
and determining the similarity between the historical data and the communication environment data according to the calculation results of the first N groups in the N groups, wherein N is a positive integer less than or equal to N.
10. The method of converged communication messaging of claim 5, further comprising:
receiving a sending mode suggestion returned by the terminal;
and storing the corresponding relation between the communication environment data reported by the terminal and the sending mode suggestion.
11. The method of converged communication messaging of claim 5, wherein the data type of the communication environment data includes at least one of:
1 for 1 message called type;
group membership of a group message;
group average entry quiet time;
the liveness of the group message in the current time period;
concurrent group chat;
a time period for message transmission;
the length of the message sent;
the type of message sent;
the speed at which the message is sent;
the message sender sends message amount daily;
the message receiver sends message amount every day;
familiarity of message senders and message receivers;
and (4) user access mode.
12. An apparatus for converged communication messaging, applied to a terminal, comprising:
the acquisition module is used for acquiring the communication environment data of the terminal when the converged communication message is sent;
a reporting module, configured to report the communication environment data to a network side device;
the receiving module is used for receiving the recommendation message sending mode information returned by the network side equipment;
and the switching module is used for switching the message sending mode according to the information of the recommended message sending mode.
13. An apparatus for converged communication messaging, applied to a network side device, includes:
the receiving module is used for receiving the communication environment data reported by the terminal;
the processing module is used for determining historical data with the highest similarity to the communication environment data according to the communication environment data;
and the sending module is used for sending the recommended message sending mode information to the terminal, wherein the recommended message sending mode information comprises the historical data and/or the recommended message sending mode determined according to the historical data.
14. An apparatus for converged communication messaging, comprising a memory, a processor, and a computer program stored on the memory and executable on the processor; characterized in that the processor, when executing the program, implements the method of converged communication messaging of any one of claims 1 to 4 or the method of converged communication messaging of any one of claims 5 to 11.
15. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method of converged communication messaging of any one of claims 1 to 4 or the method of converged communication messaging of any one of claims 5 to 11.
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