CN111193658A - Task management method, device, equipment and medium based on instant communication message - Google Patents
Task management method, device, equipment and medium based on instant communication message Download PDFInfo
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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
- H04L51/04—Real-time or near real-time messaging, e.g. instant messaging [IM]
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/18—Speech classification or search using natural language modelling
- G10L15/1822—Parsing for meaning understanding
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
- G10L2015/0635—Training updating or merging of old and new templates; Mean values; Weighting
Abstract
The invention discloses a task management method, a device, equipment and a medium based on instant messaging messages, wherein the method comprises the following steps: obtaining a conversation record in an instant messaging group; based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks; and generating corresponding tasks in a task management library according to the task information of the new tasks. By adopting the embodiment of the invention, the dialogue records can be automatically processed and identified so as to obtain the task information of the new task and carry out task management, thereby effectively improving the efficiency of task management.
Description
Technical Field
The present invention relates to the field of information processing technologies, and in particular, to a method, an apparatus, a device, and a medium for task management based on instant messaging messages.
Background
With the development of information technology, people increasingly rely on instant messaging tools such as WeChat and nailing for work and communication.
At present, in the modern agile software development process, a plurality of instant messaging groups are generally established in an instant messaging tool to communicate a work task, when task management is needed, useful information related to the task is searched from a conversation record of the instant messaging tool in a manual mode, and task management behaviors such as task creation and the like are manually extracted.
However, in the process of implementing the present invention, the inventor finds that, because the instant messaging group includes a large amount of session records, in the prior art, the task management is performed by manually searching and extracting useful information from the large amount of session records, which is time-consuming and labor-consuming, and is prone to information omission, which is not favorable for changing the useful information in the session records into executable and trackable work tasks, resulting in low efficiency of task management and low information utilization rate of the instant messaging messages.
Disclosure of Invention
Embodiments of the present invention provide a method, an apparatus, a device, and a medium for task management based on an instant messaging message, which can process and identify useful information in a dialog record to obtain and manage task information of a new task, thereby improving task management efficiency and information utilization of the instant messaging message.
In order to achieve the above object, an embodiment of the present invention provides a task management method based on an instant messaging message, including:
obtaining a conversation record in an instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers;
based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker;
inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task;
and generating corresponding tasks in a task management library according to the task information of the new tasks.
As an improvement of the above scheme, the task management method based on instant messaging messages further comprises the steps of:
when a preset reminding period is reached, extracting a task list from the task management library;
and pushing the task list to the instant messaging group.
As an improvement of the above solution, the work scenario library further includes second correspondence information indicating a correspondence between the work item information, the milestone information, and the iteration information.
As an improvement of the above scheme, the extracting a task list from the task management library specifically includes:
extracting a plurality of pieces of task information from the task management library according to preset extraction conditions;
obtaining milestone information and iteration information corresponding to each piece of extracted task information according to the work item information and the second corresponding relation information in each piece of extracted task information;
classifying each piece of extracted task information according to the milestone information and the iteration information corresponding to each piece of extracted task information to obtain a classification result;
and generating a task list according to the classification result and each piece of extracted task information.
As an improvement of the above scheme, the pushing the task list to the instant messaging group specifically includes:
converting the task list into display content in a conversation form;
and pushing the display content in the conversation form to the instant messaging group by using preset identity information.
As an improvement of the above scheme, the semantic analysis result further includes task revision information of a plurality of existing tasks; the task revision information of each existing task comprises task contents, items to be revised and contents to be revised of the existing task;
the task management method based on instant messaging messages further comprises the following steps:
and modifying the task information of the existing tasks in the task management library according to the task revision information of the existing tasks.
Correspondingly, the embodiment of the invention also provides a task management device based on the instant messaging message, which comprises the following steps:
the conversation record acquisition module is used for acquiring the conversation records in the instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers;
the preprocessing information acquisition module is used for acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message based on a preset working scene library; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker;
the semantic analysis module is used for inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task;
and the task information storage module is used for generating corresponding tasks in the task management library according to the task information of the new tasks.
As an improvement of the above solution, the task management device based on instant messaging messages further includes:
the task list generation module is used for extracting a task list from the task management library when a preset reminding period is reached;
and the task list pushing module is used for pushing the task list to the instant messaging group.
An embodiment of the present invention further provides a terminal device, which includes a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor, where the processor implements the task management method based on instant messaging message as described in any one of the above when executing the computer program.
An embodiment of the present invention further provides a computer-readable storage medium, where the computer-readable storage medium includes a stored computer program, where when the computer program runs, a device where the computer-readable storage medium is located is controlled to execute any one of the above task management methods based on instant messaging messages.
Compared with the prior art, the task management method, the device, the equipment and the medium based on the instant messaging messages provided by the embodiment of the invention firstly acquire the conversation records in the instant messaging group; based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; secondly, inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result of task information comprising a plurality of new tasks; and finally, generating corresponding tasks in a task management library according to the task information of the new tasks. In the process of task management, because the instant messaging messages in the conversation records of the instant messaging group are automatically processed and identified to obtain the task information of a new task and perform task management, the problems that in the prior art, the efficiency is low and the useful information is easy to be missed because the useful information in the conversation records needs to be manually searched and extracted to perform task processing are solved, the effective tracking and management of the useful information generated in the conversation records are realized, the loss and forgetting of the important information can be prevented, and the efficiency of task management and the information utilization rate of the instant messaging messages can be effectively improved.
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Fig. 1 is a flowchart illustrating an embodiment of a task management method based on instant messaging messages according to the present invention.
Fig. 2 is a flowchart illustrating a task management method based on instant messaging according to another embodiment of the present invention.
Fig. 3 is a schematic structural diagram of an embodiment of an instant messaging message-based task management device provided in the present invention.
Fig. 4 is a schematic structural diagram of an embodiment of a terminal device provided by the present invention.
Detailed Description
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 any inventive step, are within the scope of the present invention.
Fig. 1 is a schematic flow chart illustrating an embodiment of a task management method based on instant messaging messages according to the present invention.
The embodiment of the invention provides a task management method based on instant messaging messages, which can be suitable for processing conversation records in an instant messaging group to realize task management. The method comprises steps S11 to S14, which are as follows:
s11, obtaining conversation records in the instant messaging group; wherein, the conversation record comprises the content of a plurality of instant messaging messages and the identity information of the speakers.
It should be noted that the instant messaging group may include two speakers or may include a plurality of speakers, which is not limited herein.
The identity information of the speaker is information that can indicate the identity of the speaker, such as an account ID or a nickname.
S12, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message based on a preset working scene library; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant messaging message comprises the identity information of the speaker of the instant messaging message, and a work object, work content and work item information corresponding to the identity information of the speaker.
It can be understood that, in work, an instant messaging group is generally established for some specific tasks or some specific projects, and each member in the group has a work object, work content and assumed work item information corresponding to the member at a specific moment. The working scene library is preset in the database, and then the working object, the working content and the working item information corresponding to the identity information of the speaker of each instant messaging message in the conversation record are searched based on the first corresponding relation information of the working scene library, so that the preprocessing information corresponding to each instant messaging message is obtained and is used for being subsequently used as the input of a semantic analysis model to improve the pertinence of the semantic analysis model in performing semantic analysis on the conversation record, the complexity of the semantic analysis can be reduced, and the accuracy of the semantic analysis can be effectively improved.
In a specific embodiment, the first correspondence information may be a table containing correspondence between identity information of each member and work objects, work contents, and work item information, and the table may further contain work roles, mailbox addresses, real names, work languages, and affiliated companies of each member, so as to better implement task management.
In another specific embodiment, the first correspondence information may be obtained by:
establishing a user information table and a role relation table in the working scene library; the user information table is used for indicating the corresponding relation between the identity information of each member in the instant messaging group and the information of the work role and the work item, and the role relation table is used for indicating the corresponding relation between the work role, the work object and the work content;
based on the user information table, obtaining work role and work item information corresponding to the identity information of each member in the instant messaging group according to the identity information of each member in the instant messaging group;
based on the role relationship table, obtaining a work object and work content corresponding to the identity information of each member in the instant messaging group according to the work role corresponding to the identity information of each member in the instant messaging group;
and generating the first corresponding relation information according to the identity information of each member in the instant messaging group and the work item information, the work object and the work content corresponding to the identity information of each member.
For the modern agile software development process, the work item information is the work item developed by the member at present, such as online mall App development and the like; a work role, i.e. the role played by the member in the work project, such as a development manager, an architect, a project manager or an interface designer; the work object is an object in which the members work together in the work project, for example, the work object whose work role is member a of the development manager is member B whose work role is architect, the work object whose work role is member C of the project manager is member D whose work role is interface designer, and so on; the work content, that is, the work content assumed by the member in the work project, for example, the work content assumed by the member C whose work role is a project manager or the member D whose work role is an interface designer is a user interaction design, and the work content assumed by the member a whose work role is a development manager or the member B whose work role is an architect is a technical implementation.
S13, inputting the conversation records and the preprocessing information corresponding to each instant messaging message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task.
Optionally, the task information of each task further includes work item information and a task type of the task.
As can be understood, the task presenter is the speaker who presents the task; the task performer is an object for performing the task, and in a specific embodiment, the task performer may be a work object of a task presenter; the task content of the task is the main content of the task; the task work item information is the work item to which the task belongs; the task type is the type of the task, such as interactive design or Bug repair; the time requirement of the task is the predicted completion time of the task; the task state is the current state of the task, such as incomplete or completed.
The semantic analysis model is used for performing semantic analysis according to the input conversation record and the preprocessed information corresponding to each instant communication message, so as to judge whether each instant communication message contains information related to the task or not, and identify the instant communication message containing the information related to the task, so as to output a semantic analysis result of task information comprising a plurality of new tasks. Optionally, the semantic analysis model may also output attribute tags of each instant messaging message, such as chat content unrelated to work, task arrangement, task completion, demand, Bug, technical problem, and so on, thereby filtering unrelated conversations. It can be understood that the preprocessed information corresponding to each instant messaging message is used as training data to be added into the training of the semantic analysis model after each semantic analysis, so that the semantic analysis accuracy of the semantic analysis model is continuously improved.
And S14, generating corresponding tasks in the task management library according to the task information of the new tasks.
As can be appreciated, the task management library is used to manage tasks. After the semantic analysis result is obtained, according to the task information of a plurality of new tasks, corresponding tasks are generated in the task management library so as to create new tasks, and therefore task management is achieved.
The task management method based on the instant messaging message provided by the embodiment of the invention comprises the steps of firstly obtaining a conversation record in an instant messaging group; based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; secondly, inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result of task information comprising a plurality of new tasks; and finally, generating corresponding tasks in a task management library according to the task information of the new tasks. In the process of task management, because the instant messaging messages in the conversation records of the instant messaging group are automatically processed and identified to obtain the task information of a new task and perform task management, the problems that in the prior art, the efficiency is low and the useful information is easy to be missed because the useful information in the conversation records needs to be manually searched and extracted to perform task processing are solved, the effective tracking and management of the useful information generated in the conversation records are realized, the loss and forgetting of the important information can be prevented, and the efficiency of task management and the information utilization rate of the instant messaging messages can be effectively improved.
On the basis of the above examples, the present invention further provides various preferred embodiments.
As shown in fig. 2, as a preferred embodiment, the method for managing tasks based on instant messaging messages further includes steps S15 to S16, which are specifically as follows:
s15, when a preset reminding period is reached, extracting a task list from the task management library;
and S16, pushing the task list to the instant messaging group.
In the prior art, due to lack of task reminding, loss of a key action plan in a working process is easily caused, and the preferred embodiment automatically extracts a task list from a task management library and pushes the task list to an instant messaging group by presetting a reminding period when the reminding period is reached, so that timed reminding of tasks is realized, effective implementation of the key action plan is ensured, and the delivery quality of products is improved.
Further, the work scene library further comprises second corresponding relation information used for indicating corresponding relations among the work item information, the milestone information and the iteration information.
Further, the extracting the task list from the task management library specifically includes:
s151, extracting a plurality of pieces of task information from the task management library according to preset extraction conditions;
s152, obtaining milestone information and iteration information corresponding to each piece of extracted task information according to the work item information and the second corresponding relation information in each piece of extracted task information;
s153, classifying each piece of extracted task information according to the milestone information and the iteration information corresponding to each piece of extracted task information to obtain a classification result;
and S154, generating a task list according to the classification result and each piece of extracted task information.
The preset extraction condition may be set according to actual conditions, for example, set to extract task information of a task whose time requirement is the current day, or extract task information of a task whose all task states are incomplete, and the like, and is not limited herein.
The iteration information and the milestone information are common characteristics in the modern agile software development process and are used for providing classification basis for the follow-up summary feedback task list, for example, the task A belongs to the iteration 1 to meet the milestone X, so that the generated task list is more organized, the corresponding task is easy to search, and task management is better realized.
Optionally, the second corresponding relationship information may be a table containing a corresponding relationship between each work item information and the milestone information and the iteration information, and the table may further contain a start time and an end time of each work item information, so as to better implement task management.
Specifically, the step S16 specifically includes:
s161, converting the task list into display contents in a conversation form;
and S162, pushing the display content in the conversation form to the instant messaging group according to preset identity information.
The task list is converted into display contents in a conversation form, and the display contents in the conversation form are pushed to the instant messaging group through preset identity information (such as a virtual robot), so that the task list is displayed more intuitively, and convenience of a user in checking the task list is improved.
On the basis of the above embodiment, as a preferred implementation manner, the semantic analysis result further includes task revision information of a plurality of existing tasks; the task revision information of each existing task comprises task contents, items to be revised and contents to be revised of the existing task;
the task management method based on instant messaging messages further comprises the following steps:
and S17, modifying the task information of the existing tasks in the task management library according to the task revision information of the existing tasks.
The semantic analysis mode is also used for judging the state of the existing tasks according to the conversation records and outputting semantic analysis results further comprising task revision information of a plurality of existing tasks. For example, in the semantic analysis process, it is recognized that "yesterday" has been said by the speaker a that the problem of adjusting the size of the history detail button is improved ", and semantic analysis is performed by the semantic analysis model, it is determined that the" task state "of the existing task whose task content is" adjust the size of the history detail button "needs to be revised to" completed state ", and then the" task state "of the task content which is" adjust the size of the history detail button ", the item to be revised to" task state ", and the content to be revised to" completed state "are output as task revision information, so that the" task state "in the task information whose task content is" adjust the size of the history detail button "in the task management library is subsequently revised to" completed state ", thereby implementing task information revision of the existing task. For another example, in the semantic analysis process, it is recognized that the speaker B says "yesterday, which is a problem related to optimizing shopping cart design, can be completed by delaying to 12 months and 20 days", and semantic analysis is performed through the semantic analysis model, it is determined that the "time requirement" of the existing task with the task content of "optimizing shopping cart design" needs to be revised to "12 months and 20 days", and then the "time requirement" of the task with the task content of "optimizing shopping cart design", the item to be revised to be "time requirement", and the "12 months and 20 days" of the content to be revised are output as task revision information, so that the "time requirement" in the task information with the task content of "optimizing shopping cart design" in the task management library is subsequently revised to "12 months and 20 days", and task information revision of the existing task is realized. By adopting the preferred embodiment, the task information revision of the existing task can be realized, so that the convenience and comprehensiveness of task management are improved.
The embodiment of the invention also provides a task management device based on the instant messaging message, which can implement all the processes of the task management method based on the instant messaging message.
Fig. 3 is a schematic structural diagram of an embodiment of the task management device based on instant messaging messages according to the present invention.
The task management device based on the instant communication message provided by the embodiment of the invention comprises:
a conversation record obtaining module 21, configured to obtain a conversation record in an instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers;
the preprocessing information acquisition module 22 is configured to acquire, based on a preset work scene library, preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker;
the semantic analysis module 23 is configured to input the conversation record and the preprocessed information corresponding to each instant messaging message into a pre-trained semantic analysis model for semantic analysis, so as to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task;
and the task information storage module 24 is used for generating corresponding tasks in the task management library according to the task information of the new tasks.
Further, the task management device based on instant messaging messages further comprises:
the task list generation module is used for extracting a task list from the task management library when a preset reminding period is reached;
and the task list pushing module is used for pushing the task list to the instant messaging group.
The task management device based on the instant messaging information, provided by the embodiment of the invention, firstly obtains a conversation record in an instant messaging group; based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; secondly, inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result of task information comprising a plurality of new tasks; and finally, generating corresponding tasks in a task management library according to the task information of the new tasks. In the process of task management, because the instant messaging messages in the conversation records of the instant messaging group are automatically processed and identified to obtain the task information of a new task and perform task management, the problems that in the prior art, the efficiency is low and the useful information is easy to be missed because the useful information in the conversation records needs to be manually searched and extracted to perform task processing are solved, the effective tracking and management of the useful information generated in the conversation records are realized, the loss and forgetting of the important information can be prevented, and the efficiency of task management and the information utilization rate of the instant messaging messages can be effectively improved.
Fig. 4 is a schematic structural diagram of an embodiment of the terminal device provided in the present invention.
The terminal device provided by the embodiment of the present invention includes a processor 31, a memory 32, and a computer program stored in the memory 32 and configured to be executed by the processor 31, where the processor 31 implements the task management method based on instant messaging messages according to any embodiment when executing the computer program.
In addition, an embodiment of the present invention further provides a computer-readable storage medium, where the computer-readable storage medium includes a stored computer program, where when the computer program runs, a device where the computer-readable storage medium is located is controlled to execute the task management method based on instant messaging messages according to any of the above embodiments.
The processor 31, when executing the computer program, implements the steps in the above embodiment of the instant messaging message based task management method, for example, all the steps of the instant messaging message based task management method shown in fig. 1. Alternatively, the processor 31, when executing the computer program, implements the functions of the modules/units in the above-mentioned task management device based on instant messaging, for example, the functions of the modules of the task management device based on instant messaging shown in fig. 3.
Illustratively, the computer program may be divided into one or more modules, which are stored in the memory 32 and executed by the processor 31 to accomplish the present invention. The one or more modules may be a series of computer program instruction segments capable of performing specific functions, which are used for describing the execution process of the computer program in the terminal device. For example, the computer program may be divided into a dialogue record acquisition module, a preprocessing information acquisition module, a semantic analysis module, and a task information storage module, and the specific functions of each module are as follows: the conversation record acquisition module is used for acquiring the conversation records in the instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers; the preprocessing information acquisition module is used for acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message based on a preset working scene library; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker; the semantic analysis module is used for inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task; and the task information storage module is used for generating corresponding tasks in the task management library according to the task information of the new tasks.
The terminal device may include, but is not limited to, a processor 31, a memory 32. It will be appreciated by those skilled in the art that the schematic diagram is merely an example of a terminal device and does not constitute a limitation of a terminal device, and may include more or less components than those shown, or combine certain components, or different components, for example, the terminal device may also include input output devices, network access devices, buses, etc.
The Processor 31 may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. The general-purpose processor may be a microprocessor or the processor may be any conventional processor or the like, and the processor 31 is a control center of the terminal device and connects various parts of the whole terminal device by using various interfaces and lines.
The memory 32 can be used for storing the computer programs and/or modules, and the processor 31 can implement various functions of the terminal device by running or executing the computer programs and/or modules stored in the memory 32 and calling the data stored in the memory 32. The memory 32 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required for at least one function, and the like; the storage data area may store data created according to the use of the terminal device, and the like. In addition, the memory may include high speed random access memory, and may also include non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), at least one magnetic disk storage device, a Flash memory device, or other volatile solid state storage device.
Wherein, the terminal device integrated module/unit can be stored in a computer readable storage medium if it is implemented in the form of software functional unit and sold or used as a stand-alone product. Based on such understanding, all or part of the flow of the method according to the embodiments of the present invention may also be implemented by a computer program, which may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method embodiments may be implemented. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), electrical carrier wave signals, telecommunications signals, software distribution medium, and the like.
It should be noted that the above-described device embodiments are merely illustrative, where the units described as separate parts may or may not be physically separate, and the parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. In addition, in the drawings of the embodiment of the apparatus provided by the present invention, the connection relationship between the modules indicates that there is a communication connection between them, and may be specifically implemented as one or more communication buses or signal lines. One of ordinary skill in the art can understand and implement it without inventive effort.
The above description is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, several modifications and variations can be made without departing from the technical principle of the present invention, and these modifications and variations should also be regarded as the protection scope of the present invention.
Claims (10)
1. A task management method based on instant communication messages is characterized by comprising the following steps:
obtaining a conversation record in an instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers;
based on a preset working scene library, acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker;
inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task;
and generating corresponding tasks in a task management library according to the task information of the new tasks.
2. The instant messenger based task management method of claim 1, further comprising the steps of:
when a preset reminding period is reached, extracting a task list from the task management library;
and pushing the task list to the instant messaging group.
3. The instant messenger based task management method of claim 2, wherein the work scenario library further includes second correspondence information indicating a correspondence between the work item information, milestone information, iteration information.
4. The task management method based on the instant messaging message as claimed in claim 3, wherein the extracting of the task list from the task management library specifically comprises:
extracting a plurality of pieces of task information from the task management library according to preset extraction conditions;
obtaining milestone information and iteration information corresponding to each piece of extracted task information according to the work item information and the second corresponding relation information in each piece of extracted task information;
classifying each piece of extracted task information according to the milestone information and the iteration information corresponding to each piece of extracted task information to obtain a classification result;
and generating a task list according to the classification result and each piece of extracted task information.
5. The method for managing tasks based on instant messaging messages according to claim 2, wherein the pushing the task list to the instant messaging group specifically comprises:
converting the task list into display content in a conversation form;
and pushing the display content in the conversation form to the instant messaging group by using preset identity information.
6. The method for task management based on instant messaging messages according to claim 1 or 2, wherein the semantic analysis result further includes task revision information of a plurality of existing tasks; the task revision information of each existing task comprises task contents, items to be revised and contents to be revised of the existing task;
the task management method based on instant messaging messages further comprises the following steps:
and modifying the task information of the existing tasks in the task management library according to the task revision information of the existing tasks.
7. An instant messaging message-based task management device, comprising:
the conversation record acquisition module is used for acquiring the conversation records in the instant messaging group; wherein, the conversation record comprises the contents of a plurality of instant messaging messages and the identity information of the speakers;
the preprocessing information acquisition module is used for acquiring preprocessing information corresponding to each instant messaging message according to the identity information of the speaker of each instant messaging message based on a preset working scene library; the working scene library comprises first corresponding relation information used for indicating the corresponding relation between the identity information of each member in the instant messaging group and working objects, working contents and working item information; the preprocessing information corresponding to each instant communication message comprises the identity information of a speaker of the instant communication message, and a work object, work content and work item information corresponding to the identity information of the speaker;
the semantic analysis module is used for inputting the conversation record and the preprocessing information corresponding to each instant communication message into a pre-trained semantic analysis model for semantic analysis to obtain a semantic analysis result; the semantic analysis result comprises task information of a plurality of new tasks, and the task information of each task comprises a presenter, an executor, task content, time requirements and a task state of the task;
and the task information storage module is used for generating corresponding tasks in the task management library according to the task information of the new tasks.
8. The instant messaging message-based task management device of claim 7, further comprising:
the task list generation module is used for extracting a task list from the task management library when a preset reminding period is reached;
and the task list pushing module is used for pushing the task list to the instant messaging group.
9. A terminal device comprising a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor, the processor implementing the instant messaging message based task management method of any one of claims 1-6 when executing the computer program.
10. 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 instant messaging message based task management method according to any one of claims 1 to 6.
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