CN115442470A

CN115442470A - Message notification method and device, storage medium and electronic equipment

Info

Publication number: CN115442470A
Application number: CN202211071648.9A
Authority: CN
Inventors: 朱金美; 罗涛; 李峰
Original assignee: Industrial and Commercial Bank of China Ltd ICBC
Current assignee: Industrial and Commercial Bank of China Ltd ICBC
Priority date: 2022-09-02
Filing date: 2022-09-02
Publication date: 2022-12-06

Abstract

The invention discloses a message notification method and device, a storage medium and electronic equipment, and relates to the field of financial technology, wherein the method comprises the following steps: acquiring information of the notification message on N analysis dimensions to obtain an information set, wherein N is a positive integer greater than or equal to 1; acquiring an analysis dimension combination based on a pre-selected message evaluation mode, and extracting all information related to the analysis dimension combination from an information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy; evaluating all information by adopting a message evaluation strategy to obtain message importance; and inquiring a notification strategy based on the message importance, and informing the target user of the notification message by adopting the notification strategy. The invention solves the technical problem that the user can easily ignore important messages because the type of the messages can not be distinguished in the related technology.

Description

Message notification method and device, storage medium and electronic equipment

Technical Field

The invention relates to the field of financial science and technology or other related technical fields, in particular to a message notification method and device, a storage medium and electronic equipment.

Background

At present, because of a great deal of reasons such as operating pressure, noise influence, lead to user's rate of insomnia constantly to increase, many users are because of the work reason, can't be with the cell-phone silence when the rest, and this will lead to the user to be informed or the phone is awaken the back by the cell-phone message when the rest, and it is difficult to fall asleep once more to reduce the rest quality.

In the related art, the message notification method has the following disadvantages: when a user has a rest, if the mobile phone is muted, the user may miss an important message; if the mobile phone is not silent, the user is awakened by the mobile phone message or the telephone when having a rest, and the rest quality is affected. In addition, if the important message notifies that the contact is updated, but the important message may belong to a strange contact, the user cannot be notified in time, so that the user easily ignores the important message, that is, the message notification manner in the related art is only a simple message transmission, the type of the message cannot be distinguished, the message notified to the user is messy, and the user easily ignores the important message, thereby affecting the user experience.

In view of the above problems, no effective solution has been proposed.

Disclosure of Invention

The embodiment of the invention provides a message notification method and device, a storage medium and electronic equipment, which are used for at least solving the technical problem that important messages are easily ignored by a user because the types of the messages cannot be distinguished in the related technology.

According to an aspect of an embodiment of the present invention, there is provided a message notification method, including: obtaining information on N analysis dimensions of a notification message to obtain an information set, wherein N is a positive integer greater than or equal to 1; acquiring an analysis dimension combination based on a pre-selected message evaluation mode, and extracting all information related to the analysis dimension combination from the information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy; evaluating all the information by adopting the message evaluation strategy to obtain message importance; and inquiring a notification strategy based on the message importance, and adopting the notification strategy to notify the target user of the notification message.

Optionally, the N analysis dimensions include: message keywords, important contacts, the unread number of historical messages, the reading time of the historical messages, message similarity and the association degree of contact objects.

Optionally, the step of obtaining information of the notification message in N analysis dimensions to obtain an information set includes: splitting the notification message by adopting a preset component analysis strategy to obtain a split word set; acquiring a contact object of the notification message; obtaining the quantity of unread messages related to the contact object in a historical time period; acquiring the number of read messages and the average reading time length of the contact object in the historical time period, and calculating the reading time efficiency parameter of the historical messages related to the contact object based on the number of unread messages, the number of read messages and the average reading time length; acquiring all historical messages of which the matching degree with the notification message is greater than a preset matching degree threshold value to obtain a similar message set; acquiring a group relation between the contact object and other contact objects, acquiring the total number of historical messages between the contact object and other contact objects, and evaluating association degrees based on the group relation and the total number of the historical messages to obtain a contact object association degree set, wherein the group relation is used for representing whether the contact objects belong to the same group list; and determining the information set based on the word set, the contact object, the number of unread messages of the contact object, the reading aging parameters of the historical messages, the similar message set and the contact object association degree set.

Optionally, the step of obtaining all history messages whose matching degree with the notification message is greater than a preset matching degree threshold includes: extracting all historical notification messages in the storage space to obtain a historical message set; calculating a Euclidean distance value between each historical message in the historical message set and the notification message; determining a matching degree between the history message and the notification message based on the Euclidean distance value; and selecting all historical messages with the matching degree larger than the preset matching degree threshold value.

Optionally, the message evaluation policy is adopted as a combination of one or more of the following evaluation policies, including: evaluating the first strategy: judging whether the words contained in the split word set are in a specified word set or not under the condition that the message evaluation mode is a keyword evaluation mode; and (4) evaluating a strategy II: judging whether a contact object of the notification message is in a designated contact list or not under the condition that the message evaluation mode is a contact evaluation mode; evaluating a strategy III: judging whether the read aging parameter of the historical message associated with the contact object is smaller than a first aging parameter threshold value or not under the condition that the message evaluation mode is a message read aging evaluation mode; and C, evaluating the strategy IV: judging whether the quantity of the unread messages related to the contact object is less than a preset quantity threshold value or not under the condition that the message evaluation mode is the unread message evaluation mode; and evaluating the strategy five: under the condition that the message evaluation mode is a similarity evaluation mode, judging whether the read aging parameters of M historical messages in the similar message set are smaller than a second aging parameter threshold value, wherein M is a positive integer greater than or equal to 1; evaluating the strategy six: and under the condition that the message evaluation mode is a contact object evaluation mode, judging whether the selected T contact objects are in the designated contact list or not, and judging whether the reading aging parameter of the history message associated with the T contact objects is smaller than a second aging parameter threshold value or not, wherein the selected T contact objects refer to the contact objects corresponding to the association degree which is larger than a preset association degree threshold value in the contact object association degree set, and T is a positive integer which is larger than or equal to 1.

Optionally, the notification policy is one of: a loud speaker notification, a vibration notification, an alarm clock notification, a pointer notification, a light notification.

Optionally, the step of querying a notification policy based on the message importance includes: acquiring a current time point and an importance mapping table; and inquiring a notification strategy associated with the message importance based on the current time point and the importance mapping table.

According to another aspect of the embodiments of the present invention, there is provided a message notification apparatus, including: the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring information of the notification message on N analysis dimensions to obtain an information set, and N is a positive integer greater than or equal to 1; an extracting unit, configured to obtain an analysis dimension combination based on a pre-selected message evaluation mode, and extract all information related to the analysis dimension combination from the information set, where the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to a message evaluation policy; the evaluation unit is used for evaluating all the information by adopting the message evaluation strategy to obtain the message importance; and the query unit is used for querying a notification strategy based on the message importance and informing a target user of the notification message by adopting the notification strategy.

Optionally, the obtaining unit includes a first splitting module, configured to split the notification message by using a preset component analysis strategy to obtain a split word set; the first acquisition module is used for acquiring a contact object of the notification message; the second acquisition module is used for acquiring the quantity of unread messages related to the contact object in a historical time period; a third obtaining module, configured to obtain the number of read messages and the average reading duration of the contact object associated in a historical time period, and calculate a reading aging parameter of the historical message associated with the contact object based on the number of unread messages, the number of read messages, and the average reading duration; the fourth acquisition module is used for acquiring all historical messages of which the matching degree with the notification message is greater than a preset matching degree threshold value to obtain a similar message set; a fifth obtaining module, configured to obtain a group relationship between the contact object and other contact objects, obtain a total number of historical messages between the contact object and other contact objects, and evaluate a correlation based on the group relationship and the total number of historical messages to obtain a set of correlation of the contact objects, where the group relationship is used to represent whether the contact objects belong to the same group list; a first determining module, configured to determine the information set based on the word set, the contact object, the number of unread messages of the contact object, the reading aging parameter of the history messages, the similar message set, and the contact object association degree set.

Optionally, the fourth obtaining module includes: the first extraction submodule is used for extracting all historical notification messages in the storage space to obtain a historical message set; a first calculation submodule, configured to calculate a euclidean distance value between each history message in the history message set and the notification message; a first determining sub-module, configured to determine a matching degree between the history message and the notification message based on the euclidean distance value; and the first selecting submodule is used for selecting all the historical messages with the matching degree larger than the preset matching degree threshold.

Optionally, the first splitting module comprises: the first judgment submodule is used for evaluating a first strategy: judging whether the words contained in the split word set are in a specified word set or not under the condition that the message evaluation mode is a keyword evaluation mode; the second judgment submodule is used for evaluating a strategy two: judging whether a contact object of the notification message is in a designated contact list or not under the condition that the message evaluation mode is a contact evaluation mode; the third judgment sub-module is used for evaluating a third strategy: under the condition that the message evaluation mode is a message reading timeliness evaluation mode, judging whether a reading timeliness parameter of the historical message related to the contact object is smaller than a first timeliness parameter threshold value or not; a fourth judgment submodule, configured to evaluate a policy four: judging whether the quantity of the unread messages related to the contact object is less than a preset quantity threshold value or not under the condition that the message evaluation mode is the unread message evaluation mode; a fifth judgment sub-module, configured to evaluate a policy five: under the condition that the message evaluation mode is a similarity evaluation mode, judging whether reading aging parameters of M historical messages in the similar message set are smaller than a second aging parameter threshold value, wherein M is a positive integer larger than or equal to 1; a sixth judgment sub-module, configured to evaluate a policy six: and under the condition that the message evaluation mode is a contact object evaluation mode, judging whether the selected T contact objects are in the designated contact list or not, and judging whether the reading aging parameter of the history message associated with the T contact objects is smaller than a second aging parameter threshold value or not, wherein the selected T contact objects refer to the contact objects corresponding to the association degree which is larger than a preset association degree threshold value in the contact object association degree set, and T is a positive integer which is larger than or equal to 1.

Optionally, the query unit comprises: a sixth obtaining module, configured to obtain a current time point and an importance mapping table; and the first query module is used for querying the notification strategy associated with the message importance based on the current time point and the importance mapping table.

According to another aspect of the embodiments of the present invention, there is also provided a computer-readable storage medium, which includes a stored computer program, wherein when the computer program runs, the apparatus on which the computer-readable storage medium is located is controlled to execute any one of the above-mentioned message notification methods.

According to another aspect of the embodiments of the present invention, there is also provided an electronic device, including one or more processors and a memory for storing one or more programs, wherein when the one or more programs are executed by the one or more processors, the one or more processors are caused to implement the message notification method of any one of the above.

The method comprises the following steps of obtaining information of a notification message on N analysis dimensions to obtain an information set, obtaining an analysis dimension combination based on a pre-selected message evaluation mode, extracting all information related to the analysis dimension combination from the information set, evaluating all the information by using a message evaluation strategy to obtain message importance, inquiring the notification strategy based on the message importance, and informing a target user of the notification message by using the notification strategy, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to the message evaluation strategy.

According to the method and the device, the importance of the notification message can be evaluated through the message evaluation strategy from multiple analysis dimensions, the notification strategy corresponding to the importance is further inquired, the message notified to the user is screened, the user can obtain the important message in time, and the technical problem that the user can easily ignore the important message due to the fact that the type of the message cannot be distinguished in the related technology is solved.

In the present disclosure, a message notification method according to message importance is provided, so that experience is better and more intelligent, notification messages are evaluated through a multidimensional analysis angle, the importance of the messages is determined, a user can not be disturbed by unimportant messages during a rest, and more important messages can be obtained.

Drawings

The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:

FIG. 1 is a flow diagram of an alternative message notification method according to an embodiment of the invention;

FIG. 2 is a flow diagram of an alternative method for obtaining information of notification messages in N analysis dimensions according to an embodiment of the present invention;

FIG. 3 is an alternative messaging system architecture diagram in accordance with embodiments of the present invention;

FIG. 4 is a schematic diagram of an alternative message notification apparatus according to an embodiment of the present invention;

fig. 5 is a block diagram of a hardware structure of an electronic device (or a mobile device) of a message notification method according to an embodiment of the present invention.

Detailed Description

In order to make those skilled in the art better understand the technical solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.

It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in other sequences than those illustrated or described herein. Moreover, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.

It should be noted that the message notification method and apparatus in the present disclosure may be applied to the field of financial technology, and when the message is notified according to the message importance, the message notification method and apparatus may also be applied to any field other than the field of financial technology, and when the message is notified according to the message importance, the application field of the message notification method and apparatus in the present disclosure is not limited.

It should be noted that the relevant information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data for presentation, analyzed data, etc.) referred to in the present disclosure are information and data authorized by the user or sufficiently authorized by each party. For example, an interface is provided between the system and the relevant user or organization, before obtaining the relevant information, an obtaining request needs to be sent to the user or organization through the interface, and after receiving the consent information fed back by the user or organization, the relevant information is obtained.

The invention can be applied to various message notification devices/products (such as various mobile terminals, PC terminals and chat software), starts from a plurality of analysis dimensions, establishes a message evaluation strategy, evaluates the message importance, further obtains a corresponding notification strategy according to the message importance, and timely notifies users of important notification messages, thereby solving the problem that the users do not want to be disturbed by unimportant messages and miss important messages during rest, providing a more intelligent message notification method with better experience according to the message importance for the users, and selectively providing message notification for the users according to the message importance.

The present invention will be described in detail with reference to examples.

Example one

In accordance with an embodiment of the present invention, there is provided a message notification method embodiment, it should be noted that the steps illustrated in the flowchart of the figure may be performed in a computer system such as a set of computer executable instructions, and that while a logical order is illustrated in the flowchart, in some cases the steps illustrated or described may be performed in an order different than here.

The present invention is described below with reference to preferred implementation steps, and fig. 1 is a flowchart of a message notification method provided in an embodiment of the present application, and as shown in fig. 1, the method includes the following steps:

step S101, obtaining information of a notification message on N analysis dimensions to obtain an information set, wherein N is a positive integer greater than or equal to 1;

step S102, acquiring an analysis dimension combination based on a pre-selected message evaluation mode, and extracting all information related to the analysis dimension combination from an information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy;

step S103, evaluating all information by adopting a message evaluation strategy to obtain message importance;

and step S104, inquiring a notification strategy based on the message importance, and informing a target user of the notification message by adopting the notification strategy.

Through the steps, firstly, information of the notification message on N analysis dimensions is obtained to obtain an information set, wherein an analysis dimension combination is obtained based on a pre-selected message evaluation mode, all information related to the analysis dimension combination is extracted from the information set, the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, the message evaluation mode corresponds to a message evaluation strategy, all information is evaluated by the message evaluation strategy to obtain message importance, finally, the notification strategy is inquired based on the message importance, and the notification message is notified to a target user by the notification strategy. In this embodiment, the importance of the notification message can be evaluated through the message evaluation policy from a plurality of analysis dimensions, and then the notification policy corresponding to the importance is queried, and the message notified to the user is screened, so that the user can acquire the important message in time, thereby solving the technical problem that the user can easily ignore the important message because the category of the message cannot be identified in the related art.

The following is a detailed description of the above embodiments.

Step S101, obtaining information of the notification message in N analysis dimensions to obtain an information set, wherein N is a positive integer greater than or equal to 1.

The notification message in this embodiment is obtained from a user terminal (including but not limited to a mobile phone, an ipad, and a watch), and a user receives the notification message or the phone from the contact through a terminal device.

In embodiments of the present invention, the N analysis dimensions include, but are not limited to: message keywords, important contacts, the unread number of historical messages, the reading time of the historical messages, message similarity and the association degree of contact objects. After the notification message received by the user terminal is acquired, the one or more analysis dimensions can be selected to process the message, and the message importance degree is judged.

Fig. 2 is a flowchart for acquiring information of notification messages in N analysis dimensions according to an embodiment of the present invention, where as shown in fig. 2, the method includes the following steps:

step S201, a notification message is split by adopting a preset component analysis strategy, and a split word set is obtained.

It should be noted that the type of each word/data in the notification message is not limited, and includes, but is not limited to, numbers, chinese characters, letters, and characters.

Step S202, acquiring a contact object of the notification message.

It should be noted that, in the present application, by obtaining the contact object of the notification message, it is determined whether the contact object is an important contact using the current user terminal, where the important contact includes, but is not limited to, a common contact, a favorite contact, or a contact in a designated contact list.

Step S203, the quantity of unread messages of the associated contact objects in the historical time period is obtained.

Step S204, the number of the read messages and the average reading time length of the associated contact object in the historical time period are obtained, and the reading time-efficiency parameter of the historical messages of the associated contact object is calculated based on the number of the unread messages, the number of the read messages and the average reading time length.

The reading time efficiency of the historical information is calculated according to the received historical information, and the calculation formula is as follows: reading age = (number of unread messages/number of read messages) × reading average time length, and the content of a history message reading age is schematically illustrated in table 1, specifically, the content in table 1 is as follows:

TABLE 1 historical message read aging

Step S205, all history messages with the matching degree of the notification messages larger than a preset matching degree threshold value are obtained, and a similar message set is obtained.

In the embodiment of the present invention, the step of acquiring all history messages whose matching degree with the notification message is greater than the preset matching degree threshold includes: extracting all historical notification messages in the storage space to obtain a historical message set; calculating Euclidean distance values between each historical message and the notification message in the historical message set; determining the matching degree between the historical message and the notification message based on the Euclidean distance value; and selecting all historical messages with the matching degree larger than a preset matching degree threshold value.

It should be noted that, in the embodiment of the present invention, when the matching degree between the history message and the notification message is calculated, the matching degree between the history message and the notification message may also be obtained by calculating a cosine distance and a minimum edit distance.

It should be noted that, after receiving a new notification message, matching the new notification message with a historical notification message stored in a user terminal, determining whether the two messages are similar through a matching degree, determining the similarity, and recommending N (where N is an integer greater than or equal to 1, and the number of the messages is not limited, and may be set according to the actual needs of the user and the actual application scenarios) messages similar to the current message to the user. The following schematically illustrates the content of calculating the message similarity by using table 2, specifically:

table 2 message similarity calculation

Step S206, acquiring a group relationship between the contact object and other contact objects, and acquiring a total number of history messages between the contact object and other contact objects, wherein the group relationship is used for representing whether the contact objects belong to the same group list.

In this embodiment, the message in the message receiving module may be received, and if the message belongs to a group message, the message is stored in a message list, and the group relationship between the contact objects is schematically illustrated by table 3, specifically:

TABLE 3 contact object group relationships

After the group relationship between the contact objects is judged, the association degree of the contact objects can be evaluated according to whether the current message contact object and other contact objects are in the same group or not and the total number of historical messages of the current message contact object sending messages to other contact objects in the group in a historical time period (for example, within 5 days). The following schematically illustrates the content of evaluating the association degree of the contact object by using table 4, specifically:

TABLE 4 contact object Association

And step S207, determining an information set based on the word set, the contact object, the unread message number of the contact object, the reading aging parameters of the historical messages and the similar message set.

In the embodiment of the invention, the notification message is processed through multiple dimensions to obtain the relevant information set, so that the message importance degree is judged, the importance degree judgment standard is improved, and the condition that the message importance is not clear due to the fact that the message is processed from a single dimension is avoided.

Step S102, an analysis dimension combination is obtained based on a pre-selected message evaluation mode, and all information related to the analysis dimension combination is extracted from an information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy.

And step S103, evaluating all information by adopting a message evaluation strategy to obtain the message importance.

It should be noted that, the message evaluation policy is a combination of one or more of the following evaluation policies, including: evaluating the first strategy: under the condition that the message evaluation mode is the keyword evaluation mode, judging whether the words contained in the split word set are in the specified word set or not; and (4) evaluating a strategy II: under the condition that the message evaluation mode is a contact person evaluation mode, judging whether a contact object of the notification message is in a designated contact person list or not; evaluating the strategy III: under the condition that the message evaluation mode is a message reading timeliness evaluation mode, judging whether the reading timeliness parameter of the historical message of the associated contact object is smaller than a first timeliness parameter threshold value or not; and C, evaluating the strategy IV: judging whether the quantity of the unread messages of the associated contact objects is less than a preset quantity threshold value or not under the condition that the message evaluation mode is the unread message evaluation mode; and evaluating the strategy five: under the condition that the message evaluation mode is a similarity evaluation mode, judging whether the read aging parameters of M historical messages in the similar message set are smaller than a second aging parameter threshold value, wherein M is a positive integer larger than or equal to 1; evaluating the strategy six: and under the condition that the message evaluation mode is a contact object evaluation mode, judging whether the selected T contact objects are in a designated contact list or not, and judging whether the reading aging parameter of the history message associated with the T contact objects is smaller than a second aging parameter threshold value or not, wherein the selected T contact objects refer to the contact objects corresponding to the association degree which is larger than a preset association degree threshold value in the association degree set of the contact objects, and T is a positive integer which is larger than or equal to 1.

In this embodiment, the designated contact list may refer to an important contact set by the user, and the importance of the message is evaluated by the designated contact or the message keyword: and judging whether the current message contact is an important contact or not or whether the current message contains a message keyword. If the user sets that the time efficiency evaluation message importance is read according to the historical message: and judging whether the reading time efficiency of the historical messages of the current message contact is smaller than a certain threshold value. If the user sets that the message importance is evaluated according to the unread message number, whether the unread number of the historical messages is smaller than a certain threshold value can be judged.

In this embodiment, if the user sets that the message importance is evaluated according to the message similarity, it may be determined whether the read aging of M (for example, 3) messages similar to the current message is smaller than a certain threshold, if so, a message notification mode switching instruction may be issued, and if not, the contact association needs to be further evaluated. If the user setting evaluates the message importance according to the contact relevance: and judging whether the T (such as 3) contacts with the maximum relevancy of the current contact are important contacts or not, wherein the reading time of the T contacts is smaller than a certain threshold.

It should be noted that, when the user performs the message importance evaluation, any of the above message evaluation policies may be combined, for example: the user can set the message importance according to the important contact and the message keyword, and set the value of the importance to be 0-1, firstly judge whether the current message contact is the important contact, obtain a first judgment result, then judge whether the current message contains the message keyword, obtain a second judgment result, if the first judgment result and the second judgment result are both displayed not, the message importance is 0, if one judgment result is displayed yes, the message importance is 0.6, if both the first judgment result and the second judgment result are displayed yes, the message importance is 1. In practical application, a user can combine the message evaluation strategies according to actual conditions to evaluate the message importance.

Wherein the notification policy is one of: a loud speaker notification, a vibration notification, an alarm clock notification, a pointer notification, a light notification. In the embodiment of the present invention, the step of querying the notification policy based on the message importance includes: acquiring a current time point and an importance mapping table; and inquiring a notification strategy associated with the message importance based on the current time point and the importance mapping table.

In the embodiment of the invention, after the importance of the message is obtained (for example, the importance value is set between 0 and 1, the level of the notification message is confirmed by comparing with the threshold value/level range), the message is notified according to the current time point, and when the time point is in the rest time of the user, the message with lower importance is not pushed or notified by brightening the screen, so that the rest of the user is not influenced, and the user can still see the message through the notification interface and automatically select whether to ignore or not when fully resting; for the message notification with high importance, the notification is performed according to a notification policy set in advance by a user, for example, when the importance of the message is higher than 0.9, the notification is performed through an alarm clock, when the importance of the message is higher than 0.6 and lower than 0.9, the notification is performed through vibration, and the like. When the time point is in the non-rest time, the message with lower importance degree can be informed through light, and the message with high importance degree can be informed through sound amplification, vibration or pointer. The specific notification method is not limited in this embodiment, and may be set by the user according to the user's needs and habits, or may be set as a default notification method.

By the embodiment, starting from a plurality of analysis dimensions (reading time of historical messages, unread number of the historical messages, message similarity, message keywords, important contacts and contact association), a message evaluation strategy is established, the message importance is evaluated, and a corresponding notification strategy is obtained, so that a more intelligent message notification mode with better experience according to the message importance is provided for a user, and the technical problem that the user can easily ignore important messages due to the fact that the type of the messages cannot be distinguished in the related technology is solved.

The invention is described below in connection with an alternative embodiment.

Example two

The present embodiment provides a message notification system, and each implementation module included in the message notification system corresponds to each implementation step in the first embodiment.

Fig. 3 is a diagram of an alternative message notification system architecture according to an embodiment of the present invention, as shown in fig. 3, the message notification system architecture includes two bodies, a user and a client, where the user: and setting a message notification mode switching mode at the client and receiving the message notification of the client.

The client side comprises: the user sets a message notification mode switching mode; evaluating the importance of the message according to a mode set by a user; switching the message notification mode according to the message notification mode switching mode and the message importance set by the user; the message is notified to the user.

The following describes the message notification system related modules in this embodiment in detail.

The message receiving module 300: for receiving messages.

The message storage module 301: for storing user history messages.

Message notification mode switching mode setting module 31: the method for setting the message notification mode switching mode by the user comprises the following steps: a message importance evaluation mode setting module 311, a switched message notification mode setting module 312, a message keyword setting module 313, and an important contact setting module 314.

Message importance evaluation mode setting module 311: setting a message importance evaluation mode, specifically: reading age of historical messages, unread number of the historical messages, message similarity, message keywords and important contacts. The message importance evaluation mode can be one or more of the five types.

The switched message notification mode setting module 312: and setting message notification modes after switching, such as ringing, vibration, watch and the like.

Message keyword setting module 313: and setting a message keyword for the message importance evaluation module 35 to evaluate the message importance by whether the message contains the set keyword.

Important contact setting module 314: important contacts (corresponding to the designated contact list) are set, and the message importance evaluation module 35 evaluates the message importance by whether the corresponding contact of the message is an important contact.

Historical message reading age evaluation module 32: receiving the message from the message receiving module 300, and calculating the reading aging of the history message (for example, the message of the last 5 days) of the contact corresponding to the message, wherein the reading aging = (the number of unread messages/the number of read messages) × the average reading time.

History message unread number evaluation module 33: receiving the message from the message receiving module 300, and calculating the unread number of the history messages (such as the messages of the last 5 days, the number of the history messages is not limited in this embodiment, and may be the history messages of 7 days and 10 days) of the contact corresponding to the message.

The message similarity evaluation module 34: receiving the message from the message receiving module 300, performing similarity matching (for example, performing message similarity calculation based on euclidean distance/cosine distance/minimum edit distance, etc.) with the message in the message storage module 301, and recommending N (for example, 2 messages, the number of similar messages is not limited in this embodiment) messages similar to the current message.

Message importance evaluation module 35: the message importance is evaluated in combination with the setting of the message notification mode switching mode setting module 31, the history message reading time limit, the history message unread number, and the message similarity.

Historical message group list storage module 302: and receiving the message of the message receiving module 300, and storing the group list if the message belongs to the group message.

The contact association degree evaluation module 36: and evaluating the association degree of the contacts according to whether the current message contact is in the same group with other contacts and the number of messages sent to other contacts by the current message contact in the group within a certain time (such as within 5 days).

The message notification module 37: and performing message notification to the user according to the result of the message importance evaluation module 35.

Specific examples of the steps of switching the notification modes according to the message importance include:

firstly, the user defaults the message notification mode to be mute notification.

The method comprises the following steps: and if the user sets that the message importance is evaluated according to the important contact or the message keyword, judging whether the current message contact is the important contact or whether the current message contains the message keyword, if so, executing the sixth step, and if not, executing the seventh step.

And step two, if the user sets the message importance degree according to the historical message reading timeliness evaluation, judging whether the historical message reading timeliness of the current message contact is smaller than a certain threshold value, if so, executing the step six, otherwise, executing the step seven.

Step three: and if the user sets that the message importance is evaluated according to the number of the unread messages, judging whether the unread number of the historical messages is smaller than a certain threshold value, if so, executing a sixth step, and otherwise, executing a seventh step.

Step four: if the user sets that the message importance is evaluated according to the message similarity: and judging whether the reading aging of N (such as 3) messages similar to the current message is smaller than a certain threshold value, if so, executing a sixth step, and otherwise, executing a seventh step.

Step five: if the user setting evaluates the message importance according to the contact relevance: and judging whether the T (such as 3) contacts with the maximum association degree of the current contact are important contacts or not, wherein the reading time efficiency of the T contacts is less than a certain threshold value, if so, entering a sixth step, and if not, entering a seventh step.

Step six: and sending a command of switching the message notification mode to the message notification module 36.

Step seven: an instruction to not switch the message notification mode is issued to the message notification module 36.

In the embodiment of the invention, the message importance is evaluated from multiple dimensions, so that a corresponding notification strategy is obtained, a more intelligent message notification mode and a message switching mode which are better in experience according to the message importance are provided for a user, and the technical problem that the user can easily ignore important messages because the type of the messages cannot be distinguished in the related technology is solved.

The embodiment of the invention solves the problems that the user does not want to be disturbed by unimportant messages and does not want to miss important messages when in rest,

the invention is described below in connection with an alternative embodiment.

EXAMPLE III

The present embodiment provides a message notification apparatus, and each implementation unit included in the message notification apparatus corresponds to each implementation step in the first embodiment.

Fig. 4 is a schematic diagram of an alternative message notification apparatus according to an embodiment of the present invention, as shown in fig. 4, including: an obtaining unit 41, an extracting unit 42, an evaluating unit 43, a querying unit 44, wherein,

an obtaining unit 41, configured to obtain information of the notification message in N analysis dimensions to obtain an information set, where N is a positive integer greater than or equal to 1;

an extracting unit 42, configured to obtain an analysis dimension combination based on a pre-selected message evaluation mode, and extract all information related to the analysis dimension combination from the information set, where the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to a message evaluation policy;

the evaluation unit 43 is configured to evaluate all information by using a message evaluation policy to obtain a message importance;

and the query unit 44 is configured to query the notification policy based on the message importance, and notify the target user of the notification message by using the notification policy.

The message notification apparatus obtains information of the notification message in N analysis dimensions through the obtaining unit 41 to obtain an information set, where N is a positive integer greater than or equal to 1; an analysis dimension combination is obtained through an extraction unit 42 based on a pre-selected message evaluation mode, and all information related to the analysis dimension combination is extracted from an information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy; evaluating all the information by using a message evaluation strategy through an evaluating unit 43 to obtain message importance; the notification policy is queried by the query unit 44 based on the message importance and the notification policy is employed to notify the target user of the notification message. In this embodiment, the importance of the notification message can be evaluated through the message evaluation policy from a plurality of analysis dimensions, and then the notification policy corresponding to the importance is queried, and the message notified to the user is screened, so that the user can acquire the important message in time, thereby solving the technical problem that the user can easily ignore the important message because the category of the message cannot be identified in the related art.

Optionally, the obtaining unit includes a first splitting module, configured to split the notification message by using a preset component analysis strategy to obtain a split word set; the first acquisition module is used for acquiring the contact object of the notification message to obtain the contact object; the second acquisition module is used for acquiring the quantity of the unread messages of the associated contact objects in the historical time period; the third acquisition module is used for acquiring the number of the read messages and the average reading time length of the associated contact object in the historical time period, and calculating the reading time efficiency parameter of the historical messages of the associated contact object based on the number of the unread messages, the number of the read messages and the average reading time length; the fourth acquisition module is used for acquiring all historical messages of which the matching degree with the notification message is greater than a preset matching degree threshold value to obtain a similar message set; the fifth acquisition module is used for acquiring the group relationship between the contact objects and other contact objects, acquiring the total number of historical messages between the contact objects and other contact objects, and evaluating the association degree based on the group relationship and the total number of the historical messages to obtain a contact object association degree set, wherein the group relationship is used for representing whether the contact objects belong to the same group list; the first determining module is used for determining an information set based on the word set, the contact object, the unread message number of the contact object, the reading aging parameter of the historical message and the similar message set.

Optionally, the fourth obtaining module includes: the first extraction submodule is used for extracting all historical notification messages in the storage space to obtain a historical message set; the first calculation submodule is used for calculating the Euclidean distance value between each historical message in the historical message set and the notification message; the first determining submodule is used for determining the matching degree between the historical message and the notification message based on the Euclidean distance value; and the first selection submodule is used for selecting all the historical messages of which the matching degree is greater than a preset matching degree threshold value.

Optionally, the first splitting module comprises: the first judgment submodule is used for evaluating a first strategy: under the condition that the message evaluation mode is the keyword evaluation mode, judging whether the words contained in the split word set are in the specified word set or not; the second judgment submodule is used for evaluating a strategy two: under the condition that the message evaluation mode is a contact person evaluation mode, judging whether a contact object of the notification message is in a designated contact person list or not; a third judgment submodule, configured to evaluate a policy three: under the condition that the message evaluation mode is a message reading timeliness evaluation mode, judging whether the reading timeliness parameter of the historical message of the associated contact object is smaller than a first timeliness parameter threshold value or not; a fourth judgment submodule, configured to evaluate a policy four: under the condition that the message evaluation mode is an unread message evaluation mode, judging whether the quantity of the unread messages of the associated contact objects is less than a preset quantity threshold value or not; a fifth judgment sub-module, configured to evaluate a policy five: under the condition that the message evaluation mode is a similarity evaluation mode, judging whether the read aging parameters of M historical messages in the similar message set are smaller than a second aging parameter threshold value, wherein M is a positive integer larger than or equal to 1; a sixth judgment sub-module, configured to evaluate a policy six: and under the condition that the message evaluation mode is a contact object evaluation mode, judging whether the selected T contact objects are in a designated contact list or not, and judging whether the reading timeliness parameters of the history messages associated with the T contact objects are smaller than a second timeliness parameter threshold or not, wherein the selected T contact objects are contact objects corresponding to the association degree which is larger than a preset association degree threshold in a contact object association degree set, and T is a positive integer which is larger than or equal to 1.

The above-mentioned message notification apparatus may further include a processor and a memory, and the above-mentioned obtaining unit 41, the extracting unit 42, the evaluating unit 43, the querying unit 44, etc. are all stored in the memory as program units, and the processor executes the above-mentioned program units stored in the memory to implement the corresponding functions.

The processor comprises a kernel, and the kernel calls a corresponding program unit from the memory. The kernel can be set to be one or more, the kernel parameters are adjusted to start from a plurality of analysis dimensions, the importance of the notification message is evaluated through the message evaluation strategy, the notification strategy corresponding to the importance is further inquired, the message notified to the user is screened, the user can obtain the important message in time, and a more intelligent message notification mode which is better in experience according to the message importance is provided for the user.

The memory may include volatile memory in a computer readable medium, random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip.

According to another aspect of the embodiments of the present invention, there is also provided a computer-readable storage medium including a stored computer program, wherein when the computer program runs, the apparatus on which the computer-readable storage medium is located is controlled to execute any one of the above message notification methods.

According to another aspect of embodiments of the present invention, there is also provided an electronic device, including one or more processors and a memory for storing one or more programs, wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the message notification method of any one of the above.

The present application further provides a computer program product adapted to perform a program for initializing the following method steps when executed on a data processing device: acquiring information of a notification message on N analysis dimensions to obtain an information set, wherein N is a positive integer greater than or equal to 1; acquiring an analysis dimension combination based on a pre-selected message evaluation mode, and extracting all information related to the analysis dimension combination from an information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy; evaluating all information by adopting a message evaluation strategy to obtain message importance; and inquiring a notification strategy based on the message importance, and adopting the notification strategy to notify the target user of the notification message.

Fig. 5 is a block diagram of a hardware structure of an electronic device (or mobile device) of a message notification method according to an embodiment of the present invention. As shown in fig. 5, the electronic device may include one or more (shown as 502a, 502b, \8230;, 502 n) processors 502 (processor 502 may include, but is not limited to, a processing device such as a microprocessor MCU or a programmable logic device FPGA), memory 504 for storing data. Besides, the method can also comprise the following steps: a display, an input/output interface (I/O interface), a Universal Serial Bus (USB) port (which may be included as one of the ports of the I/O interface), a network interface, a keyboard, a power supply, and/or a camera. It will be understood by those skilled in the art that the structure shown in fig. 5 is only an illustration and is not intended to limit the structure of the electronic device. For example, the electronic device may also include more or fewer components than shown in FIG. 5, or have a different configuration than shown in FIG. 5.

The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.

In the above embodiments of the present invention, the description of each embodiment has its own emphasis, and reference may be made to the related description of other embodiments for parts that are not described in detail in a certain embodiment.

In the embodiments provided in the present application, it should be understood that the disclosed technical content can be implemented in other manners. The above-described embodiments of the apparatus are merely illustrative, and for example, a division of a unit may be a division of a logic function, and an actual implementation may have another division, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or may not be executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.

The foregoing is only a preferred embodiment of the present invention, and it should be noted that it is obvious to those skilled in the art that various modifications and improvements can be made without departing from the principle of the present invention, and these modifications and improvements should also be considered as the protection scope of the present invention.

Claims

1. A message notification method, comprising:

acquiring information of a notification message on N analysis dimensions to obtain an information set, wherein N is a positive integer greater than or equal to 1;

acquiring an analysis dimension combination based on a pre-selected message evaluation mode, and extracting all information related to the analysis dimension combination from the information set, wherein the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to a message evaluation strategy;

evaluating all the information by adopting the message evaluation strategy to obtain message importance;

and inquiring a notification strategy based on the message importance, and adopting the notification strategy to notify the target user of the notification message.

2. The method of claim 1, wherein the N analysis dimensions comprise: message keywords, important contacts, the unread number of historical messages, the reading time of the historical messages, message similarity and the association degree of contact objects.

3. The method of claim 2, wherein the step of obtaining information of the notification message in N analysis dimensions to obtain the set of information comprises:

splitting the notification message by adopting a preset component analysis strategy to obtain a split word set;

acquiring a contact object of the notification message;

obtaining the quantity of unread messages related to the contact object in a historical time period;

acquiring the number of read messages and the average reading time length of the contact object in the historical time period, and calculating the reading time efficiency parameter of the historical messages related to the contact object based on the number of unread messages, the number of read messages and the average reading time length;

acquiring all historical messages of which the matching degree with the notification message is greater than a preset matching degree threshold value to obtain a similar message set;

acquiring a group relation between the contact object and other contact objects, acquiring the total number of historical messages between the contact object and other contact objects, and evaluating association degrees based on the group relation and the total number of the historical messages to obtain a contact object association degree set, wherein the group relation is used for representing whether the contact objects belong to the same group list;

and determining the information set based on the word set, the contact object, the number of unread messages of the contact object, the reading aging parameter of the historical messages, the similar message set and the contact object association degree set.

4. The method according to claim 3, wherein the step of obtaining all history messages with matching degree greater than a preset matching degree threshold value comprises:

extracting all historical notification messages in the storage space to obtain a historical message set;

calculating a Euclidean distance value between each historical message in the historical message set and the notification message;

determining a matching degree between the history message and the notification message based on the Euclidean distance value;

and selecting all history messages with the matching degree larger than the preset matching degree threshold value.

5. The method of claim 3, wherein the message evaluation policy is a combination of one or more of the following evaluation policies, including:

evaluating a first strategy: judging whether the words contained in the split word set are in a specified word set or not under the condition that the message evaluation mode is a keyword evaluation mode;

and (4) evaluating a strategy II: judging whether a contact object of the notification message is in a designated contact list or not under the condition that the message evaluation mode is a contact evaluation mode;

evaluating a strategy III: judging whether the read aging parameter of the historical message associated with the contact object is smaller than a first aging parameter threshold value or not under the condition that the message evaluation mode is a message read aging evaluation mode;

and C, evaluating the strategy IV: judging whether the quantity of the unread messages related to the contact object is less than a preset quantity threshold value or not under the condition that the message evaluation mode is the unread message evaluation mode;

and evaluating a strategy five: under the condition that the message evaluation mode is a similarity evaluation mode, judging whether the read aging parameters of M historical messages in the similar message set are smaller than a second aging parameter threshold value, wherein M is a positive integer greater than or equal to 1;

evaluating the strategy six: and under the condition that the message evaluation mode is a contact object evaluation mode, judging whether the selected T contact objects are in the designated contact list or not, and judging whether the reading aging parameter of the history message associated with the T contact objects is smaller than a second aging parameter threshold value or not, wherein the selected T contact objects refer to the contact objects corresponding to the association degree which is larger than a preset association degree threshold value in the contact object association degree set, and T is a positive integer which is larger than or equal to 1.

6. The method of claim 1, wherein the notification policy is one of: loud speaker notification, vibration notification, alarm clock notification, pointer notification, light notification.

7. The method of claim 6, wherein querying a notification policy based on the message importance comprises:

acquiring a current time point and an importance mapping table;

and inquiring a notification strategy associated with the message importance degree based on the current time point and the importance degree mapping table.

8. A message notification apparatus, comprising:

the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring information of the notification message on N analysis dimensions to obtain an information set, and N is a positive integer greater than or equal to 1;

an extracting unit, configured to obtain an analysis dimension combination based on a pre-selected message evaluation mode, and extract all information related to the analysis dimension combination from the information set, where the analysis dimension combination is constructed by one or more analysis dimensions selected from the N analysis dimensions, and the message evaluation mode corresponds to a message evaluation policy;

the evaluation unit is used for evaluating all the information by adopting the message evaluation strategy to obtain the message importance;

and the query unit is used for querying a notification strategy based on the message importance and informing a target user of the notification message by adopting the notification strategy.

9. A computer-readable storage medium, comprising a stored computer program, wherein the computer program, when executed, controls an apparatus in which the computer-readable storage medium is located to perform the message notification method according to any one of claims 1 to 7.

10. An electronic device comprising one or more processors and memory storing one or more programs, wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the message notification method of any of claims 1-7.