CN110890969B - Method and device for mass-sending message, electronic equipment and storage medium - Google Patents
Method and device for mass-sending message, electronic equipment and storage medium Download PDFInfo
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- CN110890969B CN110890969B CN201911158819.XA CN201911158819A CN110890969B CN 110890969 B CN110890969 B CN 110890969B CN 201911158819 A CN201911158819 A CN 201911158819A CN 110890969 B CN110890969 B CN 110890969B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/02—Details
- H04L12/16—Arrangements for providing special services to substations
- H04L12/18—Arrangements for providing special services to substations for broadcast or conference, e.g. multicast
- H04L12/185—Arrangements for providing special services to substations for broadcast or conference, e.g. multicast with management of multicast group membership
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/21—Monitoring or handling of messages
- H04L51/212—Monitoring or handling of messages using filtering or selective blocking
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/21—Monitoring or handling of messages
- H04L51/214—Monitoring or handling of messages using selective forwarding
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Abstract
The application discloses a method and a device for mass texting messages, electronic equipment and a storage medium, and belongs to the technical field of multimedia. The method comprises the following steps: acquiring a target message to be sent by a target user in a group; determining a plurality of reference sessions from a plurality of first historical sessions of the target user, the reference sessions being determined based on first historical behavior information of the target user for the first historical sessions; the target message is sent to each reference session separately. According to the method and the device, the plurality of reference sessions for receiving the target message are determined and recommended to the user based on the first historical behavior information of the target user, so that the user can realize the mass sending of the target message without selecting the sessions. The method and the device not only improve the efficiency of mass messaging, but also ensure the use experience of the user.
Description
Technical Field
The present application relates to the field of multimedia technologies, and in particular, to a method and an apparatus for mass messaging, an electronic device, and a storage medium.
Background
With the development of multimedia technology, more and more applications are applied to the life of people, and chat applications are one of them. In the application process of the chat application program, a user often sends messages in a group, wherein the group sending refers to a message sending process of synchronously sending the same message to a plurality of conversations. Therefore, how to determine the multiple sessions for receiving the message is the key to implementing the mass messaging.
In the related art, when a group transmission request of a user is detected, a session list of the user is displayed through a client interface, wherein the session list comprises a plurality of selectable sessions. And then, if detecting that a plurality of conversations in the conversation list are selected, synchronously sending the target message input by the user to the selected conversations, thereby finishing the mass sending of the message.
It can be seen that the user needs to browse the session list, and find out a plurality of sessions for accepting the target message from the sessions included in the session list according to personal preferences. However, when the number of sessions included in the session list is large, the search difficulty is large for the user and the time required for the search is long. Therefore, the use experience of the user is reduced, and the efficiency of mass messaging is also influenced.
Disclosure of Invention
The embodiment of the application provides a mass sending method, a mass sending device, electronic equipment and a storage medium, and aims to solve the problem of low mass sending efficiency in the related technology. The technical scheme is as follows:
in one aspect, a method for mass messaging is provided, the method comprising:
acquiring a target message to be sent by a target user in a group;
determining a plurality of reference sessions from a plurality of first historical sessions of the target user, the reference sessions being determined based on first historical behavior information of the target user for the first historical sessions;
and respectively sending the target message to each reference session.
In one aspect, an apparatus for mass messaging is provided, the apparatus comprising:
the acquisition module is used for acquiring a target message to be sent by a target user in a group;
a reference session determination module to determine a plurality of reference sessions from a plurality of first historical sessions of the target user, the reference sessions determined based on first historical behavior information of the target user for the first historical sessions;
and the target message sending module is used for sending the target message to each reference session respectively.
In an exemplary embodiment, the reference session determining module is configured to obtain first historical behavior information corresponding to each first historical session; obtaining a plurality of reference categories based on the first historical behavior information, wherein the corresponding activity degrees of each reference category are different, and the first historical behavior information is located in one or more reference categories; and taking the first historical conversation corresponding to the first historical behavior information included in the reference categories with the highest active degree number as the reference conversation.
In an exemplary embodiment, the reference session determining module is configured to obtain second historical behavior information of other users, where each second historical behavior information corresponds to a second historical session; and clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference categories.
In an exemplary embodiment, the reference session determining module is configured to screen one or more historical behavior information groups from the first historical behavior information and the second historical behavior information; and clustering the historical behavior information groups aiming at any historical behavior information group to obtain a plurality of reference categories corresponding to the historical behavior information group.
In an exemplary embodiment, each of the historical behavior information and the second historical behavior information further corresponds to a message type, and the reference session determining module is configured to determine the first historical behavior information and the second historical behavior information, of which the message types are reference types, as a historical behavior information group; or, determining the first historical behavior information and the second historical behavior information with the same message type as one historical behavior information group to obtain a plurality of historical behavior information groups, wherein each historical behavior information group corresponds to one message type.
In an exemplary embodiment, the reference session determining module is configured to determine a message type of the target message; determining a target historical behavior information group from a plurality of historical behavior information groups, wherein the message type corresponding to the target historical behavior information group is the same as the message type of the target message; and taking the first historical conversation corresponding to the first historical behavior information included in the reference categories with the highest active degree in the plurality of reference categories corresponding to the target historical behavior information group as the reference conversation.
In an exemplary embodiment, the apparatus further comprises: the session number determining module is used for determining the number of historical sessions corresponding to the historical behavior information included in the reference category with the highest activity degree; and the reference session determining module is used for taking the history session corresponding to the history behavior information included in the reference category with the highest active degree by the reference number as the reference session if the number is smaller than the threshold.
In an exemplary embodiment, the apparatus further comprises: the reference session sending module is used for sending a plurality of reference sessions to the target user, and the target user is used for selecting from the plurality of reference sessions to obtain the selected reference session; and the target message sending module is used for sending the target message to the selected reference session.
In one aspect, an electronic device is provided, the device comprising a memory and a processor; the memory stores at least one instruction, and the at least one instruction is loaded and executed by the processor to implement any one of the possible methods for mass messaging provided by the present embodiment.
In another aspect, a readable storage medium is provided, which stores at least one instruction loaded and executed by a processor to implement any one of the possible mass messaging methods provided by the embodiments.
The technical scheme provided by the embodiment has the beneficial effects that at least:
and selecting a plurality of reference sessions from the first historical sessions of the target user according to the first historical behavior information of the target user and recommending the reference sessions to the target user. It is not necessary for the target user to browse and select from the session list, but a plurality of reference sessions for receiving the target message to be mass-sent can be directly acquired. Therefore, the efficiency of mass messaging is improved, and the use experience of the user is improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a schematic illustration of an interface provided by an embodiment of the present application;
FIG. 2 is a schematic diagram of an interface provided by an embodiment of the present application;
FIG. 3 is a schematic diagram of an implementation environment provided by an embodiment of the present application;
fig. 4 is a flowchart of a method for mass messaging according to an embodiment of the present disclosure;
FIG. 5 is a schematic diagram of a cluster provided in an embodiment of the present application;
FIG. 6 is a schematic diagram of an interface provided by an embodiment of the present application;
FIG. 7 is a schematic illustration of an interface provided by an embodiment of the present application;
FIG. 8 is a block diagram of an embodiment of the present application;
FIG. 9 is a schematic flow chart diagram provided by an embodiment of the present application;
fig. 10 is a block diagram of a device for mass messaging according to an embodiment of the present application;
fig. 11 is a terminal structure diagram provided in the embodiment of the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
With the development of multimedia technology, more and more applications are applied to the life of people, and chat applications are one of them. In the application process of the chat application program, a user often sends messages in a group, wherein the group sending refers to a message sending process of synchronously sending the same message to a plurality of conversations. Therefore, how to determine the multiple sessions for receiving the message is the key to implementing the mass messaging.
In the related art, when a group sending request of a user is detected, a session list of the user is displayed through a client interface, wherein the session list comprises a plurality of selectable sessions, and each session is a session which has message interaction with the user in historical time. And then, if detecting that a plurality of conversations in the conversation list are selected, synchronously sending the target message input by the user to the selected conversations, thereby finishing the mass sending of the message.
For example, referring to the client-side interface of fig. 1, when it is detected that the text label of "select client" is selected, confirming that the group request of the user is detected, the session list of the user is further displayed to facilitate the user to select from the session list. And then, sending the target message acquired through the input box to the selected multiple conversations, thereby completing the mass sending of the message.
Or, referring to the client interface in fig. 2, when it is detected that the text label of "new group sending" is selected, the session list of the user is further displayed, and after the selected multiple sessions are obtained, the target message obtained through the input box is sent to the selected multiple sessions, thereby completing the group sending of the message.
It can be seen that, in the related art, the user needs to browse the conversation list, and find out a plurality of conversations for accepting the target message from among the conversations included in the conversation list according to personal preferences. However, when the number of sessions included in the session list is large, the search difficulty is large for the user and the time required for the search is long. Therefore, the use experience of the user is reduced, and the efficiency of mass messaging is also influenced.
In addition, after detecting a group chat request of a user, the related art only includes a plurality of individual sessions in the session list displayed through the client interface, and does not include any group chat session. In other words, the related art does not provide the function of group chat session. The reason for not providing this function is that it may be utilized by some users to quickly and widely spread spam messages. However, although this approach avoids the propagation of spam messages, it makes the way of mass messaging inflexible for other normal users.
The embodiment of the application provides a method for mass messaging, which can be applied to the implementation environment shown in fig. 3. In fig. 3, at least one terminal 31 and a server 32 are included, and the terminal 31 may be communicatively connected to the server 32 to obtain a plurality of reference sessions for receiving the target message from the server 32.
The terminal 31 may be any electronic product that can perform human-Computer interaction with a user through one or more modes such as a keyboard, a touch pad, a touch screen, a remote controller, voice interaction, or handwriting equipment, for example, a PC (Personal Computer), a mobile phone, a smart phone, a PDA (Personal Digital Assistant), a wearable device, a pocket PC (pocket PC), a tablet Computer, a smart car, a smart television, a smart sound box, and the like.
The server 32 may be a server, a server cluster composed of a plurality of servers, or a cloud computing service center.
It should be understood by those skilled in the art that the terminal 31 and the server 32 are only examples, and other existing or future terminals or servers may be suitable for the present application, and are included within the scope of the present application and are incorporated herein by reference.
Based on the implementation environment shown in fig. 3, referring to fig. 4, an embodiment of the present application provides a method for mass messaging, which can be applied to the server shown in fig. 3. As shown in fig. 4, the method includes:
Among them, the terminal can provide chat-type APP (Application). After entering the APP, the target user can log in through a user ID (Identification) so as to send and receive messages by using the user ID. After detecting that the target user completes login, the APP may further provide a display identifier capable of triggering display of the input box, where the display identifier includes one or more of text, images or videos, for example, text of "new group sending" is used as the display identifier. If the display identifier is detected to be selected, the target user is indicated to have the requirement of mass messaging, so that the input box is displayed through the APP interface, and the message detected through the input box is taken as the target message. And then, the terminal can send the target message to the server so that the server can acquire the target message to be sent by the target user in a group.
It should be noted that, during the process of sending the target message, the terminal may send the target message to the server in correspondence with the user ID of the target user, so that the server determines a reference session for receiving the target message based on the user ID, which is detailed in step 402.
The first historical conversation of the target user comprises conversations in which the target user participates in message interaction in past time. The past time refers to the time before the current moment when the target user needs to send the message in a group manner, and the conversation that the target user participates in the message interaction refers to the conversation that the target user performs one or two of message receiving operation and message sending operation. In addition, the session in which the target user refers to the message interaction may be a session for an individual of another user, or may be a session for a plurality of other users, that is, a group chat session.
It should be noted that the reference session is a session to be recommended to the target user by the server, that is, a session for receiving the target message, so that in this embodiment, a plurality of first history sessions with higher activity degrees of the target user are determined from all the first history sessions as the reference session in combination with the first history behavior information of the target user for the first history sessions.
Thus, in the exemplary embodiment, determining a plurality of reference sessions from a plurality of first historical sessions of the target user includes steps A1-A3 of:
step a1, obtaining first historical behavior information corresponding to each first historical session.
Each first history session can have a session ID, and the session ID is used for uniquely identifying the first history session, so as to distinguish a plurality of first history sessions of a target user. In an implementation, the first historical behavior information corresponding to each first historical session may be stored under a session ID of the first historical session, and then the session ID of each first historical session may be stored under a user ID of the target user.
For any of the first historical sessions, the first historical behavior information includes, but is not limited to, one or more of the following:
recent active time: the last time the target user performed an active operation in the first historical session. In implementation, the target user may send a message more than the reference number per minute as an active operation, or may set other behaviors as active operations according to experience or actual needs.
Recent active frequency: the number of times the target user performed active operations in the first historical session.
Number of most recent active messages: the number of messages sent by the target user in the first historical session.
Number of read messages: the number of messages sent by one or more other users browsing in the first historical session after the target user enters the first historical session.
Duration of session entry: a length of time between a point in time when the target user clicks into the first historical session and a point in time when the target user exits the first historical session.
It should be noted that each of the first historical behavior information needs to be counted within a certain time period. The time length may be a time length from a time point when the terminal downloads the APP to a time point when the first historical behavior information is extracted. Alternatively, the time length may be a reference time length before the time point at which the first historical behavior information is extracted, the reference time length being, for example, the past day, one week, two months, one year, or the like. Taking the reference time length as one week and the first historical behavior information as the session entering time length as an example, the extracted session entering time length of the first historical session refers to the sum of the time lengths of the target user entering the first historical session within the past week.
In addition, taking the first historical behavior information including the number of the latest active messages and the session entering duration as an example, the storage manner can be referred to the following table 1:
TABLE 1
| User ID | Session ID | Number of most recent active messages | Duration of incoming session |
| 1 | 11 | 20 | 1500 |
| 1 | 12 | 30 | 1000 |
| 1 | 13 | 40 | 2010 |
Step A2, a plurality of reference categories are obtained based on the first historical behavior information, and the activity degree corresponding to each reference category is different.
In implementation, obtaining the plurality of reference categories based on the first historical behavior information includes, but is not limited to, the following four ways:
the first acquisition mode is as follows: and clustering the plurality of first historical behavior information. Referring to fig. 5, the first historical behavior information may be classified into a plurality of reference categories by clustering, each of the reference categories including one or more of the first historical behavior information. In the clustering process, the number of reference categories is not limited in this embodiment, and the number of reference categories may be two, three, or more.
It should be noted that each reference category corresponds to a characteristic interval, and the characteristic interval is used for indicating the activity level of the reference category. Taking the example that the first history behavior information corresponding to the first history session includes the number of the most recent active messages, and the number of the most recent active messages corresponding to the plurality of first history sessions is between 10 and 90, if the number of the reference classes is set to three, the number of the most recent active messages of 10 to 30 may be taken as the reference class K1, the number of the most recent active messages of 40 to 60 may be taken as the reference class K2, and the number of the most recent active messages of 70 to 80 may be taken as the reference class K3. Namely, the characteristic intervals corresponding to K1, K2 and K3 are respectively 10-30, 40-60 and 70-90. Since a higher number of recent active messages represents a higher activity level, the activity levels of K1, K2, and K3 are sequentially increased. It can be inferred that the target user is most active in the first historical session for the number of most recent active messages included in K3.
In the above description, the first historical behavior information is exemplified to include only the number of the most recent active messages. When the first historical behavior information includes more than two kinds of information, that is, each first historical conversation corresponds to more than two kinds of information, the more than two kinds of information are clustered in a vector form to obtain a plurality of reference categories. Accordingly, the form of the characteristic interval corresponding to the reference category is also different. Taking the example that the first historical behavior information includes the number of the latest active messages and the session entering duration, the characteristic interval corresponding to the reference category may be: the number of the most recent active messages is 10-30 and the duration of the incoming session is 1000-2000 seconds as a reference category, the number of the most recent active messages is 10-30 and the duration of the incoming session is 2001-3000 seconds as a reference category, and so on. For the case that the first historical behavior information includes three or more kinds of information, the description is not repeated herein.
The second acquisition mode is as follows: and acquiring second historical behavior information of other users, wherein each second historical behavior information corresponds to a second historical conversation. And clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference categories.
The other users refer to all users except the target user among the users applying the APP. The second historical conversations of the other users are conversations in which the other users participate in message interaction in the past time, and the second historical behavior information corresponding to each second historical conversation includes, but is not limited to, one or more of the last active time, the last active frequency, the last active message number, the message reading number, and the session entering duration. In addition, each of the other users has a user ID, and each of the second history sessions also has a session ID. For any other user, each second historical behavior information may be stored under the session ID of the second historical session, which is then stored under the user IDs of the other users. The storage method can be seen in table 1, and is not described herein again.
In implementation, the manner of clustering the first historical behavior information and the second historical behavior information may be referred to the description of the first obtaining manner. After the clustering results in the plurality of reference categories, the plurality of first historical behavior information of the target user may be respectively located in one or more reference categories of the plurality of reference categories.
The third acquisition mode is as follows: and screening the first historical behavior information and the second historical behavior information to obtain a historical behavior information group. And clustering the historical behavior information group aiming at the historical behavior information group to obtain a plurality of reference categories corresponding to the historical behavior information group.
In implementation, each first historical behavior information and each second historical behavior information also correspond to one message type, so that the first historical behavior information and the second historical behavior information can be screened based on the message type to reduce the calculation amount of a subsequent clustering process. Taking the first historical behavior information as an example, the first historical behavior information corresponds to a first historical session, and the target user receives or sends one or more pieces of historical messages in the first historical session, where the message type corresponding to the first historical behavior information is the message type of the historical messages. Additionally, message types include, but are not limited to, text, links, images, audio, and video. The message type may be determined by the terminal and then sent to the server, or the server may obtain the history message from the terminal and then determine the message type of the history message.
It should be noted that, when there are multiple history messages and the message types of the multiple history messages may be different, the message type of each history message may be determined separately, and the message type with the largest number is determined as the message type corresponding to the first history session. The message type of the second history session is obtained in the same manner, and is not described herein again.
In an exemplary embodiment, the screening based on message type includes: and determining the first historical behavior information and the second historical behavior information of which the message types are reference types as a historical behavior information group. The reference type is not limited in this embodiment, and may be determined as any one of the above text, link, image, audio, and video according to actual needs or experience.
Taking the reference type as the text type as an example, the first historical behavior information and the second historical behavior information, of which the message type is the text type, may be screened out from all the first historical behavior information and the second historical behavior information, so as to obtain a historical behavior information group. In the process of clustering, only the historical behavior information included in the historical behavior information group is clustered, so that a plurality of reference categories are obtained.
The fourth acquisition mode: and screening the first historical behavior information and the second historical behavior information to obtain a plurality of historical behavior information groups. And clustering the historical behavior information groups aiming at each historical behavior information group to obtain a plurality of reference categories corresponding to the historical behavior information groups.
In this acquisition mode, screening can still be implemented according to the message type. In an exemplary embodiment, the screening process includes: and determining the first historical behavior information and the second historical behavior information which have the same message type as one historical behavior information group to obtain a plurality of historical behavior information groups, wherein each historical behavior information group corresponds to one message type.
For example, the first historical behavior information and the second historical behavior information of which the message types are texts can be determined as one historical behavior information group, and the first historical behavior information and the second historical behavior information of which the message types are links can be determined as another historical behavior information group. And then, clustering is carried out on each historical behavior information group respectively, so that a plurality of reference categories corresponding to each historical behavior information group are obtained.
Regardless of the manner in which the reference categories are obtained, step a3 may be triggered after multiple reference categories are obtained.
Step A3, using the first history session corresponding to the first history behavior information included in the reference categories with the highest activity level and the previous reference number as the reference session.
If the reference category is obtained according to the first, second, or third obtaining manner in step a2, the reference categories may be directly arranged in descending order of activity degree to obtain a reference category sequence, and a first history session corresponding to first history behavior information included in a previous reference number of reference categories with highest activity degree in the reference category sequence is used as a reference session.
In an exemplary embodiment, the reference number is greater than one, and after obtaining the plurality of reference categories, the method further comprises: and determining the number of historical conversations corresponding to the historical behavior information included in the reference category with the highest activity degree. And if the number is smaller than the threshold value, executing the historical conversation corresponding to the historical behavior information included in the reference categories with the highest active degree by taking the previous reference number as the reference conversation.
If the number of the first history sessions corresponding to the first history behavior information included in the reference category with the highest activity degree is smaller than the threshold value, it is indicated that the number of the first history sessions which can be used as the reference sessions is smaller, and therefore, the first history sessions corresponding to the first history behavior information included in the reference categories with other activity degrees can also be used as the reference sessions according to the reference number. Taking the reference number as two as an example, in addition to taking the first history session corresponding to the first history behavior information included in the reference category with the highest activity degree as the reference session, the first history session corresponding to the first history behavior information included in the reference category with the second highest activity degree is also taken as the reference session.
Accordingly, if the reference class is obtained according to the fourth obtaining manner in step a2, step A3 may be implemented as follows: the message type of the target message is determined. And determining a target historical behavior information group from the plurality of historical behavior information groups, wherein the message type corresponding to the target historical behavior information group is the same as the message type of the target message. And taking a first history session corresponding to the first history behavior information included in the reference categories with the highest active degree in the plurality of reference categories corresponding to the target history behavior information group as a reference session.
Because the message type corresponding to the target behavior information group is the same as the message type of the target message, the pertinence of the reference session determined based on the reference category included in the target behavior information group is strong. That is, by the determining means, when the message types of the target messages that the target user currently wants to send in a group are different, different first history sessions can be recommended to the target user as reference sessions.
It should be noted that, the above steps a1-A3 may be executed after the target message to be mass-sent by the target user is acquired, or may be executed before the target message to be mass-sent by the target user is acquired. For the latter case, the embodiment may store the determined reference session in the user ID of the target user. The terminal can send the user ID of the target user to the server after acquiring the target message to be mass-sent by the target user, and the server directly searches for the reference session according to the received user ID.
Step 203, the target message is sent to each reference session respectively.
After determining the reference sessions, the server may send a target message directly to each reference session. Alternatively, in an exemplary embodiment, after determining the plurality of reference sessions from the plurality of first historical sessions of the target user, the method comprises: and sending the plurality of reference conversations to a target user, wherein the target user is used for selecting from the plurality of reference conversations to obtain the selected reference conversation. Accordingly, the sending of the target message to each reference session separately comprises: and sending the target message to the selected reference session.
Referring to fig. 6 and 7, the server may transmit the determined reference session to the terminal, and the terminal may display the reference session. And then, if the terminal detects that the target user selects one or more reference sessions from the reference sessions to obtain the selected reference sessions, the selected reference sessions can be sent to the server, so that the server sends the target message to the selected reference sessions. In this sending mode, the target user can further select based on a plurality of reference sessions recommended by the server, so that the finally determined session for receiving the target message more satisfies the personal preference of the user.
Referring to fig. 8, the method provided in this embodiment may be implemented by the following modules, and the implementation flow of each module is shown in fig. 9:
and the history session acquisition module (# get-group-send) is operated on the terminal and is used for acquiring a first history session of the target user and a second history session of other users and also acquiring message types of the first history session and the second history session.
And the historical behavior information acquisition module (# get-user-action) is operated on the terminal and is used for acquiring the first historical behavior information of the target user and the second historical behavior information of other users.
And the clustering module (# segment-users-actions-analysis) runs in the server and is used for clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference conversations as the conversations recommended to the target user.
And a reference session display module (# show-conversation-dialog) running on the terminal and used for displaying a plurality of reference sessions.
And a mass-sending processing logic module (# server-group-send) running in the server and used for sending the target message group to the selected reference session.
And a group-sending realizing module (# group-send) running in the terminal and used for receiving the group-sending target message.
In summary, in this embodiment, according to the first historical behavior information of the target user, a plurality of reference sessions are selected from the first historical sessions of the target user and recommended to the target user. It is not necessary for the target user to browse and select from the session list, but a plurality of reference sessions for receiving the target message to be mass-sent can be directly acquired. Therefore, the efficiency of mass messaging is improved, and the use experience of the user is improved.
Based on the same concept, the embodiment of the present application provides a device for mass messaging, referring to fig. 10, the device includes:
an obtaining module 1001, configured to obtain a target message to be sent by a target user in a group;
a reference session determining module 1002, configured to determine a plurality of reference sessions from a plurality of first historical sessions of a target user, where a reference session is determined based on first historical behavior information of the target user for the first historical sessions;
a target message sending module 1003, configured to send a target message to each reference session respectively.
In an exemplary embodiment, the reference session determining module 1002 is configured to obtain first historical behavior information corresponding to each first historical session; acquiring a plurality of reference categories based on first historical behavior information, wherein the corresponding activity degrees of each reference category are different, and the first historical behavior information is positioned in one or more reference categories; and taking the first historical conversation corresponding to the first historical behavior information included in the reference categories with the highest activity degree as the reference conversation.
In an exemplary embodiment, the reference session determining module 1002 is configured to obtain second historical behavior information of other users, where each second historical behavior information corresponds to a second historical session; and clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference categories.
In an exemplary embodiment, the reference session determining module 1002 is configured to filter one or more historical behavior information groups from the first historical behavior information and the second historical behavior information; and clustering the historical behavior information groups aiming at any historical behavior information group to obtain a plurality of reference categories corresponding to the historical behavior information groups.
In an exemplary embodiment, each first historical behavior information and each second historical behavior information further correspond to a message type, and the reference session determining module 1002 is configured to determine the first historical behavior information and the second historical behavior information, of which the message types are reference types, as a historical behavior information group; or, determining the first historical behavior information and the second historical behavior information with the same message type as one historical behavior information group to obtain a plurality of historical behavior information groups, wherein each historical behavior information group corresponds to one message type.
In an exemplary embodiment, the reference session determining module 1002 is configured to determine a message type of the target message; determining a target historical behavior information group from the plurality of historical behavior information groups, wherein the message type corresponding to the target historical behavior information group is the same as the message type of the target message; and taking a first history session corresponding to the first history behavior information included in the reference categories with the highest active degree in the plurality of reference categories corresponding to the target history behavior information group as a reference session.
In an exemplary embodiment, the apparatus further comprises: the session number determining module is used for determining the number of historical sessions corresponding to the historical behavior information included in the reference category with the highest activity degree; the reference session determining module 1002 is configured to, if the number is smaller than the threshold, use a history session corresponding to history behavior information included in a previous reference number of reference categories with the highest activity degree as a reference session.
In an exemplary embodiment, the apparatus further comprises: the reference session sending module is used for sending the plurality of reference sessions to a target user, and the target user is used for selecting from the plurality of reference sessions to obtain the selected reference session; and a target message sending module 1003, configured to send the target message to the selected reference session.
In summary, in this embodiment, according to the first historical behavior information of the target user, a plurality of reference sessions are selected from the first historical sessions of the target user and recommended to the target user. It is not necessary for the target user to browse and select from the session list, but a plurality of reference sessions for receiving the target message to be mass-sent can be directly acquired. Therefore, the efficiency of mass messaging is improved, and the use experience of the user is improved.
It should be noted that, when the apparatus provided in the foregoing embodiment implements the functions thereof, only the division of the functional modules is illustrated, and in practical applications, the functions may be distributed by different functional modules according to needs, that is, the internal structure of the apparatus may be divided into different functional modules to implement all or part of the functions described above. In addition, the apparatus and method embodiments provided by the above embodiments belong to the same concept, and specific implementation processes thereof are described in the method embodiments for details, which are not described herein again.
Referring to fig. 11, a schematic structural diagram of a terminal 1100 provided in an embodiment of the present application is shown. The terminal 1100 may be a portable mobile terminal such as: a smart phone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio Layer III, motion video Experts compression standard Audio Layer 3), an MP4 player (Moving Picture Experts Group Audio Layer IV, motion video Experts compression standard Audio Layer 4), a notebook computer, or a desktop computer. Terminal 1100 may also be referred to by other names such as user equipment, portable terminal, laptop terminal, desktop terminal, and so forth.
In general, terminal 1100 includes: a processor 1101 and a memory 1102.
In some embodiments, the terminal 1100 may further include: a peripheral interface 1103 and at least one peripheral. The processor 1101, memory 1102 and peripheral interface 1103 may be connected by a bus or signal lines. Various peripheral devices may be connected to the peripheral interface 1103 by buses, signal lines, or circuit boards. Specifically, the peripheral device includes: at least one of the group consisting of radio frequency circuitry 1104, display screen 1105, camera 1106, audio circuitry 1107, positioning component 1108, and power supply 1109.
The peripheral interface 1103 may be used to connect at least one peripheral associated with I/O (Input/Output) to the processor 1101 and the memory 1102. In some embodiments, the processor 1101, memory 1102, and peripheral interface 1103 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 1101, the memory 1102 and the peripheral device interface 1103 may be implemented on separate chips or circuit boards, which is not limited by this embodiment.
The Radio Frequency circuit 1104 is used to receive and transmit RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuit 1104 communicates with communication networks and other communication devices via electromagnetic signals. The radio frequency circuit 1104 converts an electric signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electric signal. Optionally, the radio frequency circuit 1104 includes: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 1104 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: metropolitan area networks, various generation mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the rf circuit 1104 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.
The display screen 1105 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 1105 is a touch display screen, the display screen 1105 also has the ability to capture touch signals on or over the surface of the display screen 1105. The touch signal may be input to the processor 1101 as a control signal for processing. At this point, the display screen 1105 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, display 1105 may be one, providing the front panel of terminal 1100; in other embodiments, the display screens 1105 can be at least two, respectively disposed on different surfaces of the terminal 1100 or in a folded design; in still other embodiments, display 1105 can be a flexible display disposed on a curved surface or on a folded surface of terminal 1100. Even further, the display screen 1105 may be arranged in a non-rectangular irregular pattern, i.e., a shaped screen. The Display screen 1105 may be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and the like.
The audio circuitry 1107 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 1101 for processing or inputting the electric signals to the radio frequency circuit 1104 to achieve voice communication. For stereo capture or noise reduction purposes, multiple microphones may be provided, each at a different location of terminal 1100. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 1101 or the radio frequency circuit 1104 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, the audio circuitry 1107 may also include a headphone jack.
In some embodiments, terminal 1100 can also include one or more sensors 1110. The one or more sensors 1110 include, but are not limited to: acceleration sensor 1111, gyro sensor 1112, pressure sensor 1113, fingerprint sensor 1114, optical sensor 1115, and proximity sensor 1116.
The acceleration sensor 1110 can detect the magnitude of acceleration in three coordinate axes of the coordinate system established with the terminal 1100. For example, the acceleration sensor 1111 may be configured to detect components of the gravitational acceleration in three coordinate axes. The processor 1101 may control the display screen 1105 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 1111. The acceleration sensor 1111 may also be used for acquisition of motion data of a game or a user.
The gyro sensor 1112 may detect a body direction and a rotation angle of the terminal 1100, and the gyro sensor 1112 may cooperate with the acceleration sensor 1111 to acquire a 3D motion of the user with respect to the terminal 1100. From the data collected by gyroscope sensor 1112, processor 1101 may implement the following functions: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.
Pressure sensor 1113 may be disposed on a side bezel of terminal 1100 and/or underlying display screen 1105. When the pressure sensor 1113 is disposed on the side frame of the terminal 1100, the holding signal of the terminal 1100 from the user can be detected, and the processor 1101 performs left-right hand recognition or shortcut operation according to the holding signal collected by the pressure sensor 1113. When the pressure sensor 1113 is disposed at the lower layer of the display screen 1105, the processor 1101 controls the operability control on the UI interface according to the pressure operation of the user on the display screen 1105. The operability control comprises at least one of a group consisting of a button control, a scroll bar control, an icon control and a menu control.
The fingerprint sensor 1114 is configured to collect a fingerprint of the user, and the processor 1101 identifies the user according to the fingerprint collected by the fingerprint sensor 1114, or the fingerprint sensor 1114 identifies the user according to the collected fingerprint. Upon recognizing that the user's identity is a trusted identity, the user is authorized by the processor 1101 to perform relevant sensitive operations including unlocking the screen, viewing encrypted information, downloading software, paying for and changing settings, etc. Fingerprint sensor 1114 may be disposed on the front, back, or side of terminal 1100. When a physical button or vendor Logo is provided on the terminal 1100, the fingerprint sensor 1114 may be integrated with the physical button or vendor Logo.
Optical sensor 1115 is used to collect ambient light intensity. In one embodiment, the processor 1101 may control the display brightness of the display screen 1105 based on the ambient light intensity collected by the optical sensor 1115. Specifically, when the ambient light intensity is high, the display brightness of the display screen 1105 is increased; when the ambient light intensity is low, the display brightness of the touch screen 11011 is turned down. In another embodiment, processor 1101 may also dynamically adjust the shooting parameters of camera assembly 1106 based on the ambient light intensity collected by optical sensor 1115.
Proximity sensor 1116, also referred to as a distance sensor, is typically disposed on a front panel of terminal 1100. Proximity sensor 1116 is used to capture the distance between the user and the front face of terminal 1100. In one embodiment, when the proximity sensor 1116 detects that the distance between the user and the front face of the terminal 1100 is gradually decreased, the display screen 1105 is controlled by the processor 1101 to switch from a bright screen state to a dark screen state; when the proximity sensor 1116 detects that the distance between the user and the front face of the terminal 1100 becomes progressively larger, the display screen 1105 is controlled by the processor 1101 to switch from a breath-screen state to a light-screen state.
Those skilled in the art will appreciate that the configuration shown in fig. 11 does not constitute a limitation of terminal 1100, and may include more or fewer components than those shown, or may combine certain components, or may employ a different arrangement of components.
Based on the same concept, the embodiment also provides an electronic device, which comprises a memory and a processor; the memory stores at least one instruction, and the at least one instruction is loaded and executed by the processor to implement any one of the possible methods for mass messaging provided by the present embodiments.
Based on the same concept, the present embodiment also provides a readable storage medium, in which at least one instruction is stored, and the instruction is loaded and executed by a processor to implement any one of the possible group messaging methods provided by the present embodiment.
All the above optional technical solutions may be combined arbitrarily to form optional embodiments of the present application, and are not described herein again.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only exemplary of the present application and should not be taken as limiting the present application, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.
Claims (11)
1. A method for mass messaging, the method comprising:
acquiring a target message to be sent by a target user in a group;
determining a plurality of reference conversations from a plurality of first historical conversations of the target user, wherein the reference conversations are determined based on first historical behavior information of the target user for the first historical conversations, and the first historical conversations of the target user comprise conversations in which the target user participates in message interaction in past time;
and respectively sending the target message to each reference session.
2. The method of claim 1, wherein determining a plurality of reference sessions from a plurality of first historical sessions of the target user comprises:
acquiring first historical behavior information corresponding to each first historical session;
obtaining a plurality of reference categories based on the first historical behavior information, wherein the corresponding activity degrees of each reference category are different, and the first historical behavior information is located in one or more reference categories;
and taking the first historical conversation corresponding to the first historical behavior information included in the reference categories with the highest active degree number as the reference conversation.
3. The method of claim 2, wherein obtaining a plurality of reference categories based on the first historical behavior information comprises:
acquiring second historical behavior information of other users, wherein each second historical behavior information corresponds to a second historical session;
and clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference categories.
4. The method of claim 3, wherein clustering the first historical behavior information and the second historical behavior information to obtain a plurality of reference categories comprises:
screening the first historical behavior information and the second historical behavior information to obtain one or more historical behavior information groups;
and clustering the historical behavior information groups aiming at any historical behavior information group to obtain a plurality of reference categories corresponding to the historical behavior information group.
5. The method of claim 4, wherein each of the first historical behavior information and the second historical behavior information further corresponds to a message type, and wherein the step of filtering the first historical behavior information and the second historical behavior information to obtain one or more historical behavior information groups comprises:
determining first historical behavior information and second historical behavior information of which the message types are reference types as a historical behavior information group;
or, determining the first historical behavior information and the second historical behavior information with the same message type as one historical behavior information group to obtain a plurality of historical behavior information groups, wherein each historical behavior information group corresponds to one message type.
6. The method according to claim 5, wherein if there are a plurality of historical behavior information groups, the taking a first historical session corresponding to first historical behavior information included in a reference category with a reference number of highest activity as the reference session comprises:
determining a message type of the target message;
determining a target historical behavior information group from a plurality of historical behavior information groups, wherein the message type corresponding to the target historical behavior information group is the same as the message type of the target message;
and taking the first historical conversation corresponding to the first historical behavior information included in the reference categories with the highest active degree in the plurality of reference categories corresponding to the target historical behavior information group as the reference conversation.
7. The method of claim 2, wherein the reference number is greater than one, and wherein after obtaining the plurality of reference classes, the method further comprises:
determining the number of historical conversations corresponding to historical behavior information included in one reference category with the highest activity degree;
and if the number is smaller than the threshold value, executing the historical conversation corresponding to the historical behavior information included in the reference categories with the highest active degree by taking the previous reference number as the reference conversation.
8. The method of any of claims 1-7, wherein after determining a plurality of reference sessions from a plurality of first historical sessions of the target user, the method comprises:
sending the multiple reference sessions to the target user, wherein the target user is used for selecting from the multiple reference sessions to obtain the selected reference session;
the sending the target message to each reference session respectively includes:
and sending the target message to the selected reference session.
9. An apparatus for mass messaging, the apparatus comprising:
the acquisition module is used for acquiring a target message to be sent by a target user in a group;
a determining module, configured to determine a plurality of reference sessions from a plurality of first historical sessions of the target user, where the reference sessions are determined based on first historical behavior information of the target user for the first historical sessions, and the first historical sessions of the target user include sessions in which the target user has participated in message interaction in past time;
and the sending module is used for respectively sending the target message to each reference session.
10. An electronic device, comprising a memory and a processor; the memory has stored therein at least one instruction that is loaded and executed by the processor to implement the method for mass messaging as claimed in any of claims 1-8.
11. A readable storage medium having stored therein at least one instruction that is loaded and executed by a processor to implement the method for mass messaging according to any of claims 1-8.
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| CN111427629B (en) * | 2020-03-30 | 2023-03-17 | 北京梧桐车联科技有限责任公司 | Application starting method and device, vehicle equipment and storage medium |
| CN111428158B (en) * | 2020-04-09 | 2023-04-18 | 汉海信息技术(上海)有限公司 | Method and device for recommending position, electronic equipment and readable storage medium |
| CN114938359A (en) * | 2022-05-16 | 2022-08-23 | 上海华客信息科技有限公司 | Message group sending, configuring and executing method and device and storage medium |
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