CN110533382A - Processing method, device, server and the readable storage medium storing program for executing of meeting summary - Google Patents
Processing method, device, server and the readable storage medium storing program for executing of meeting summary Download PDFInfo
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Abstract
The present invention discloses processing method, device, server and the readable storage medium storing program for executing of a kind of meeting summary, which comprises in project conference process, receives the voice messaging of member's input of attending a meeting of the project meeting；The voice messaging is handled according to preset meeting summary create-rule, obtains the meeting summary of the project meeting；The meeting summary is saved into project management system and project task corresponding with the project meeting is associated, and the meeting summary is sent to the member that attends a meeting, wherein, the project task is to initiate request, creating in the project management system for task based on the meeting received before the project meeting starts.Through the above scheme, the automation for realizing project conference management improves the efficiency of project conference management.
Description
Technical field
The present invention relates to field of computer technology more particularly to a kind of processing method of meeting summary, device, server and
Readable storage medium storing program for executing.
Background technique
Project meeting is the important means that promotion project finally achieves, and the project plan, peace can be formulated by passing through project meeting
Row's work solves the problems, such as, the key content of project is communicated to program member, program member is made to understand the target of project.It is existing
Have in technology, when being managed to project meeting, usually by being manually managed, such as by manually carrying out minutes
And arrangement, the inefficiency of labor management, and accuracy rate not can guarantee.
Summary of the invention
This specification embodiment provides and a kind of processing method of meeting summary, device, server and readable storage medium storing program for executing.
In a first aspect, this specification embodiment provides a kind of processing method of meeting summary, which comprises
In project conference process, the voice messaging of member's input of attending a meeting of the project meeting is received；
The voice messaging is handled according to preset meeting summary create-rule, obtains the meeting of the project meeting
Discuss summary；
The meeting summary is saved into project management system and project task corresponding with the project meeting carries out
Association, and the meeting summary is sent to the member that attends a meeting, wherein the project task is before the project meeting starts
Request, creating in the project management system for task are initiated based on the meeting received.
Second aspect, this specification embodiment provide a kind of processing unit of meeting summary, comprising:
Speech reception module, the language of member's input of attending a meeting in project conference process, receiving the project meeting
Message breath；
Meeting summary generation module, for according to preset meeting summary create-rule to the voice messaging at
Reason, obtains the meeting summary of the project meeting；
Processing module, for saving the meeting summary into project management system and corresponding with the project meeting
Project task is associated, and the meeting summary is sent to the member that attends a meeting, wherein the project task is the item
Mesh meeting is initiated to request before starting based on the meeting received, creating in the project management system for task.
The third aspect, this specification embodiment provide a kind of server, including memory, processor and are stored in memory
The step of computer program that is upper and can running on a processor, the processor executes any of the above-described the method.
Fourth aspect, this specification embodiment provide a kind of computer readable storage medium, are stored thereon with computer journey
Sequence, when which is executed by processor the step of realization any of the above-described the method.
This specification embodiment has the beneficial effect that:
In the processing method for the meeting summary that this specification embodiment provides, before project meeting starts, based on reception
Request is initiated in the meeting arrived, and project task corresponding with project meeting is created in project management system；In project conference process
In, the voice messaging of member's input of attending a meeting of project meeting is received, and believe voice according to preset meeting summary create-rule
Breath is handled, and the meeting summary of project meeting is obtained；By meeting summary save into project management system and and project task
It is associated, and meeting summary is sent to the member that attends a meeting.In the above method, the automatic wound of request can be initiated based on meeting before meeting
Destination item is built, in conference process, is handled based on the voice messaging received, and to voice messaging, automatically generates meeting
Summary is discussed, and meeting summary can be associated with project task automatically, and be automatically transmitted to the member that attends a meeting.As it can be seen that this
Scheme in specification embodiment, the generation of meeting summary and the whole of project conference management are all participated in without artificial, are realized
The automation of project conference management, improves the efficiency of project conference management.And it can be attended a meeting by receiving in this programme
The voicemail logging of member is complete, true conference content, therefore, the accuracy based on the meeting summary that voice messaging generates
It is high.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 is a kind of flow chart of the processing method for meeting summary that this specification embodiment first aspect provides；
Fig. 2 is the interactive interface schematic diagram with project management robot that this specification embodiment provides；
Fig. 3 is the schematic diagram for the invitation information that this specification embodiment provides；
Fig. 4 is the schematic diagram that the meeting that this specification embodiment provides is reminded；
Fig. 5 is a kind of project conference management configuration diagram that this specification embodiment provides；
Fig. 6 is the schematic diagram of the processing unit for the meeting summary that this specification embodiment second aspect provides；
Fig. 7 is the schematic diagram for the server that this specification embodiment third aspect provides.
Specific embodiment
In order to better understand the above technical scheme, below by attached drawing and specific embodiment to this specification embodiment
Technical solution be described in detail, it should be understood that the specific features in this specification embodiment and embodiment are to this explanation
The detailed description of book embodiment technical solution, rather than the restriction to this specification technical solution, in the absence of conflict,
Technical characteristic in this specification embodiment and embodiment can be combined with each other.
In a first aspect, this specification embodiment provides a kind of processing method of meeting summary, as shown in Figure 1, being this explanation
The flow chart of the processing method for the meeting summary that book embodiment provides, method includes the following steps:
Step S11: in project conference process, the voice messaging of member's input of attending a meeting of the project meeting is received；
Step S12: the voice messaging is handled according to preset meeting summary create-rule, obtains the project
The meeting summary of meeting；
Step S13: the meeting summary is saved into project management system and project corresponding with the project meeting
Task is associated, and the meeting summary is sent to the member that attends a meeting, wherein the project task is the project meeting
View is initiated to request before starting based on the meeting received, creating in the project management system for task.
Method in this specification embodiment can be applied in terminal device, also can be applied in server, may be used also
To be applied in project meeting management system.For being applied to project meeting management system, which can
To be made of project conference management front end, project conference management server end.Project conference management front end can be used for and project
Meeting related personnel interacts, such as receives the Various types of data of related personnel's input, such as receives request instruction, voice inputs number
According to etc..Project conference management server end is in communication with each other with project conference management front end, can be used for handling each of front end transmission
Class data.Project conference management front end may include diversified forms, such as intelligent sound box, chat robots or other front ends are set
It is standby, here without limitation.
For ease of description, below with project meeting management system, to the meeting summary in this specification embodiment
Processing method is described in detail.
Before project meeting starts, project meeting organizer, such as project manager, project conference management front end can be passed through
It carries out meeting and initiates request, request is initiated in meeting can pass through the text input or voice input triggering of project meeting organizer.
For example, when project conference management front end is the project management of installation on an electronic device in application, project meeting organizer
What can be provided by project management application is used to input with the dialog interface of project management robot progress text or voice.
For example, " organizing cooperating's platform project weekly assembly " is inputted in dialog interface, and when project meeting organizer sends the message, triggering
The transmission of request is initiated in meeting.The server end that request can be sent to project conference management is initiated in meeting, when server terminates
After receiving meeting initiation request, project management system is called, and creation and meeting transmission request pair in project management system
The project task answered.
It should be noted that project management system can be the system for carrying out integrated management to each project, project
Creation, essential information, implementation progress situations such as can be managed by project management system.For example, one
It during a project implementation, needs to complete by multiple stages, each stage can carry out project meeting, formulate current rank
The target and formulate current generation task dispatching that section to be realized.For the ease of being managed to project, in project initiation, lead to
A new project can be often created in project management system, and in project implementation meeting, an item can be created under the project
Conference content involved by project meeting is associated in the project task by mesh task.
In this specification embodiment, meeting is initiated in request to may include having item identification information, such as project code, item
Mesh title etc..It, can be according to existing item of the item identification information in project management system after receiving meeting and initiating request
It is searched in mesh, if finding the corresponding project of the item identification information, shows that project has created, then according to meeting
View initiates request and creates project task under the project.If not finding the corresponding project of the item identification information, show
Project is not created in project management system, then needs first to create a project in project management system, by the project of the project
Identification information is set as the item identification information in meeting initiation request, then creation is corresponding with current project meeting under the project
Project task.In the specific implementation process, when creating project task, the project task mark of project task can be generated,
For uniquely characterizing the project task, project task mark specifically can be project meeting title, project meeting coding etc..
In project conference process, the member that attends a meeting usually can air one's own views in a meeting, deliver and think current project
The voice of method and suggestion, the member that attends a meeting can be by project conference management front end receiver.For example, project conference management front end is intelligence
Speaker, intelligent sound box can be waken up when meeting starts, and intelligent sound box can all receive the voice messaging of entire session.
Due in this specification embodiment can by whole voice messagings of session without missing record, ensure that
The integrality of meeting original speech information.
Next, handling according to preset meeting summary create-rule the voice messaging received, project is obtained
The meeting summary of meeting.
In this specification embodiment, meeting summary may include one or more elements, can come according to actual needs into
Row setting.For example, meeting summary includes but is not limited to one or more of following summary element: meeting essential information, meeting
Abstract, Pending tasks, meeting raw information.Preset meeting summary create-rule can also be set according to actual needs,
When meeting summary is made of multiple element, preset meeting summary create-rule is also possible to the set of a variety of create-rules.
For example, when meeting summary includes conference summary and Pending tasks, preset meeting summary create-rule may include meeting
Discuss summarization generation rule and Pending tasks create-rule.
Finally, saving meeting summary into project management system, and it is associated with project task.It had been embodied
Cheng Zhong, project management system can be assigned memory space for each project, and the storage size of each project can phase
Together, it can also be different, here without limitation.After getting meeting summary, meeting summary can be saved in corresponding item
In mesh memory space.Further, it will view summary is associated with project task, can be realized according to various ways, for example,
The project task of meeting summary and project task can be identified and establish mapping relations.Or one is marked off in memory space
Point, for storing meeting summary corresponding with project task, then memory space in this section can be stored meeting summary
In.It is, of course, also possible to using other modes, here without limitation.
In addition, after obtaining meeting summary, meeting summary can be sent to all attend a meeting in this specification embodiment
Member so that conference member can understand the content respectively needed to be implemented according to meeting summary after the conference is over, and looks back
Conference content.
By above description it is found that scheme in this specification embodiment, can be initiated based on meeting before meeting request from
Dynamic creation project task can receive the voice messaging in conference process, to voice messaging in conference process
Reason, automatically generates meeting summary, and meeting summary is associated with project task automatically, and be automatically transmitted to attend a meeting into
Member.As it can be seen that the scheme in this specification embodiment, the whole of project conference management is all participated in without artificial, realizes project meeting
The automation that view management and meeting summary generate, improves the efficiency of project conference management.And the ginseng received in this programme
The voice messaging of meeting member is to record complete, true conference content, therefore, the meeting summary based on voice messaging generation
Accuracy is high.
In the following, being illustrated to being managed before the meeting of project meeting.In the specific implementation process, receive meeting initiation ask
It is further comprising the steps of after asking: to obtain the Meeting Held information of the project meeting, the Meeting Held information includes meeting
Time, meeting-place and the member that attends a meeting；Based on the Meeting Held information, invitation information is generated, and will be described
Invitation information is sent to the member that attends a meeting.
In this specification embodiment, Meeting Held information can obtain through a variety of ways.For example, when project meeting
When view organizer passes through the transmission meeting initiation request of project conference management front end, while project conference management front end can also be passed through
Meeting Held information is provided.It for ease of description, with project conference management front end is still installation project pipe on an electronic device
For ought to using, project meeting organizer can be by the dialog interface of the project management robot provided with the application, with item
Mesh manages robot interactive.Referring to FIG. 2, for the interactive interface with project management robot.Project meeting organizer is talking with
" organizing cooperating's platform project weekly assembly " is inputted in interface, project management robot can further inquire " when hold meeting
View ", project meeting organizer reply " November 26,10 points~11 points ", " which ginseng is inquired again by project management robot
Add " project meeting organizer replys " cooperation platform project members ".Wherein, the member of cooperation platform project can be pre-
The member first set can be extracted the time of meeting in Meeting Held information and be attended a meeting by above-mentioned interaction content
Member.
In addition, Meeting Held information can also be obtained by calling other systems.For example, project conference management server
It end can be by calling OA system to obtain meeting-place.Specifically, when the time of meeting has been determined and attend a meeting member after, can be with
Further to call OA system, to obtain current meeting room use information, meeting room use information may include each meeting
Number information, meeting room occupied period that room can accommodate etc..According to meeting room use information, filter out and the time of meeting and ginseng
Can member can matched meeting room as meeting-place, and by the meeting-place filtered out feed back to project conference management service
Device end.Certainly, in addition to aforesaid way, Meeting Held information can also be obtained according to actual needs, here without limitation.
Even if member participates in meeting in order to notify to attend a meeting, the method in this specification embodiment is also based on meeting and calls together
Information is opened, invitation information is generated.Invitation information can generate in several ways, for example, will according to preset format
The much information for including in Meeting Held information is arranged, and invitation information is generated, as shown in figure 3, inviting for a kind of meeting
Please information schematic diagram, in Fig. 3, invitation information includes meeting title, the time of meeting, meeting-place, meeting organizer, ginseng
It can member.Invitation information can be automatically transmitted to each member that attends a meeting to schedule, for example, in project Meeting Held
First three days send invitation information, or invitation information etc. is sent on the day before project Meeting Held, do not do here
It limits.
Further, it is reminded before meeting can also being carried out to the member that attends a meeting, as shown in figure 4, for the schematic diagram that meeting is reminded, meeting
View, which is reminded, reminds personnel participating in the meeting on the day of can be Meeting Held, can also set other reminder times.The content that meeting is reminded
It can be configured according to actual needs with format, here without limitation.It should be noted that in above-described embodiment, Mei Gecan
Can member electronic equipment in project management application can be installed, by project management apply in project management robot
Dialog interface, can be to each member that attends a meeting sends invitation, meeting is reminded.
In project meeting, can by all voice messagings in project conference management front end receiver conference process, and
Based on voice messaging, the meeting summary of project meeting is generated.In specific implementation in, meeting summary can give birth in the following manner
At: speech recognition is carried out to the voice messaging, obtains speech recognition text；According to a variety of summaries for forming the meeting summary
Element is handled the speech recognition text by default processing model corresponding with every kind of summary element, is obtained and institute
State the corresponding summary element information of every kind of summary element；The corresponding a variety of summary element informations of a variety of summary elements are carried out
Integration, obtains the meeting summary.
In this specification embodiment, after receiving voice messaging, speech recognition is carried out to voice messaging, obtains voice
Identify text.In the specific implementation process, voice messaging is identified first, obtains original identification text, it then can be with
Original identification text is pre-processed, such as filters out meaningless text, duplicate text etc..
In addition, word mark can also be carried out to identification text, specifically in order to enable the meeting summary arrived is more accurate
, it can be realized according to following manner: speech recognition being carried out to the voice messaging, obtains original identification text；Based on pre-
If language mark database, word mark is carried out to the original identification text, using the text after mark as institute's predicate
Sound identifies text.
In this specification embodiment, preset language mark database can be pre-set, wrap in the database
The proper noun in project fields is contained.It, can be to original identification text simultaneously after getting original identification text
Carry out word mark and pretreatment, naturally it is also possible to only carry out word mark, or only be pre-processed, here without limitation.
When carrying out part-of-speech tagging, due in the voice messaging in project meeting, being all much the proprietary of the project fields
Word will affect the accuracy of subsequent text-processing if marked without word.For example, " project management " is management neck
The proper noun in domain, may be by " project during subsequent text-processing if be not labeled to " project management "
Management " splits into " project " and " management " two words, deviation occurs so as to cause in semantic understanding.Therefore, to original knowledge
Other text carry out language mark be it is highly important, language mark can be the mark to proper noun, can also be to part of speech
Mark, here without limitation.
It should be noted that the summary element of meeting summary can be set according to actual needs, for example, meeting summary can
To include meeting essential information, conference summary, meeting Pending tasks, meeting raw information.Wherein, meeting essential information can wrap
Include meeting title, the time of meeting；Conference summary is the key message of project meeting；Meeting Pending tasks are in project conference process
The task that the needs determined are completed；Meeting raw information is the original minutes of project meeting.
Different meeting summary elements can be respectively processed by respective processing model, can also be by covering institute
There is the complex model of meeting summary Element generation to be handled, here without limitation.In this specification embodiment, with respective place
For managing model, to be illustrated to meeting summary element.In the following, being obtained respectively to summary element each in meeting summary
Mode is taken to be illustrated.
When including Pending tasks in meeting summary element, Pending tasks information is obtained in the following manner: will be described
Speech recognition text carries out sentence division, multiple subordinate sentences is obtained, wherein each subordinate sentence is made of multiple target words；By default
Term vector model, obtain the corresponding term vector of target word in each subordinate sentence；Based on the mesh in each subordinate sentence
The corresponding term vector of word is marked, clustering processing is carried out to each subordinate sentence by preset Clustering Model, is obtained described each
The cluster result of subordinate sentence, the cluster result are Pending tasks classification or non-Pending tasks classification；From the poly- of the multiple subordinate sentence
The N number of subordinate sentence for belonging to non-Pending tasks classification is obtained in class result, and using N number of subordinate sentence as the meeting Pending tasks pair
The N number of meeting Pending tasks information answered, N is positive integer.
In this specification embodiment, after obtaining speech recognition text, speech recognition text is carried out at subordinate sentence first
Reason, subordinate sentence can be accomplished in several ways, such as pass through the modes such as dead time, preset subordinate sentence model in voice messaging
Obtain multiple subordinate sentences of speech recognition text.For each subordinate sentence, each subordinate sentence is made of multiple target words, target
Word can be all words for including in the subordinate sentence, the partial words being also possible in the subordinate sentence, here without limitation.Example
Such as, when target word is the partial words of subordinate sentence, it can be the word for filtering out and obtaining after the auxiliary words of mood in sentence, may be used also
To be the word screened by presetting screening conditions.In one embodiment, target word can lead to multipair sentence and carry out
Word segmentation processing obtains, for example, by taking subordinate sentence " computer end creation active interface " as an example, word segmentation result is " computer end ", " creation ",
" active interface ", it is possible to using these three words as the target word of the subordinate sentence.
Further, the term vector of target word is obtained by preset term vector model.Preset term vector model can
To be selected according to actual needs, for example, Skip-Gram model, CBOW (continuous bag of word) model etc.,
Here without limitation, it should be noted that preset term vector model is preparatory trained model.In specific implementation process
In, above-mentioned participle process can be realized by preset term vector model, can be using subordinate sentence as preset term vector model
Input, the output of preset term vector model is the term vector of target word.
After obtaining the term vector of target word, the term vector of the target word in each subordinate sentence is sequentially inputted to shift to an earlier date
In trained preset Clustering Model, the cluster result of each subordinate sentence is obtained.It should be noted that preset Clustering Model
Cluster result can be set according to actual needs, for example, cluster result includes Pending tasks classification and non-Pending tasks
Classification or cluster result include Pending tasks classification or conclusion sentence classification.Using cluster result as Pending tasks classification and
For non-Pending tasks classification, when a sentence is divided into Pending tasks classification, show the sentence for Pending tasks letter
Breath.N number of subordinate sentence of Pending tasks classification will be assigned to as N number of meeting Pending tasks information.It should be noted that preset cluster
Model can be selected according to actual needs, such as K- mean cluster model, hierarchical clustering model etc., here without limitation.
For example, sentence division is carried out to speech recognition text, obtains multiple subordinate sentences: " not needing to upgrade ", " creation electricity
Brain end active link ", " operation can trigger equity and provide functional module ", " making a score accumulation rule ", by above-mentioned subordinate sentence
It is input to preset term vector model, obtains the term vector of target word, then the term vector of target word is input to preset
Clustering Model obtains the cluster result of each subordinate sentence.Wherein, " creation computer end active link ", " a score accumulation rule of production
Cluster result then " is Pending tasks classification, the cluster knot of " not needing to upgrade ", " operation can trigger equity and provide functional module "
Fruit is non-Pending tasks classification.
In addition, the method after obtaining N number of meeting Pending tasks information, in this specification embodiment further include: be directed to
Each meeting Pending tasks information in N number of meeting Pending tasks information, is arranged the prompting of the meeting Pending tasks information
Time, and determine the operational staff for executing the meeting Pending tasks information；Based on the reminder time, by the meeting pending
Business information is pushed to the operational staff.
Since the schedule of Pending tasks influences whether the progress of entire project, in order to ensure the completion of project,
It can be by the way that Pending tasks information be pushed to operational staff on time, to supervise and remind operational staff.Each pending letter of meeting
The reminder time of breath can be set according to actual needs, determine meeting in speech recognition text for example, can pass through
The context of Pending tasks information determines whether there is the temporal information that task starts within a context, if so, then by task
The temporal information of beginning is determined as the reminder time of the pending information of the meeting.Alternatively, can be formulated according to current project progress
The reminder time of each pending information of meeting, reminder time can also be determined by other means, here a just different citing
.
It determines the operational staff of meeting Pending tasks information, meeting pending can also be determined in speech recognition text
The context for information of being engaged in determines whether there is the information of distribution operational staff, if so, then will be in project meeting within a context
The personal information of distribution is determined as the operational staff of the meeting Pending tasks information.For example, if Pending tasks information is
" making a score accumulation rule ", determines the context of Pending tasks information, for example, pending in speech recognition text
Business information is " a score accumulation rule is made by Zhang San " above, then is determined as Zhang San " making a score accumulation
The operational staff of rule ".Alternatively, operational staff, distribution can be distributed for each meeting Pending tasks information according to actual needs
Operational staff can be the member that attends a meeting in project meeting, be also possible to other staff.Alternatively, can also artificially be executed
The distribution of personnel, here without limitation.
After the reminder time and operational staff that each meeting Pending tasks information has been determined, by the pending letter of each meeting
Breath is pushed to corresponding operational staff according to reminder time, to remind the operational staff to handle Pending tasks.For example, meeting
Pending tasks information " making a score accumulation rule " distributes to Xiao Ming to do, and reminder time is 10 points of the morning of December 13,
So, meeting Pending tasks information is pushed, in 10 points of the morning of December 13, the electronic equipment of Xiang little Ming to remind Xiao Ming to carry out
Task processing.
In addition, the scheme in this specification embodiment, can be each meeting Pending tasks information setting processing time limit, and
Carry out closing on the prompting in time limit, when close to the deadline date to remind operational staff to execute the meeting Pending tasks as early as possible.
It, can be by following when including conference summary in the summary element of meeting summary in this specification embodiment
Mode obtains the corresponding conference summary information of conference summary.Firstly, speech recognition text is carried out sentence division, multiple points are obtained
Target word, wherein each subordinate sentence is made of multiple target words, is then input in preset term vector model by sentence, obtains
The term vector of target word, then the term vector based on target word and preset text snippet generate model, obtain voice and know
The conference summary information of other text.
During obtaining conference summary information, speech recognition text can be pre-processed, word mark, specifically
Step can refer to above description, in addition, term vector can also refer to above description the step of generation, it is just no longer superfluous here
It states.Preset text snippet generates model, can be selected according to actual needs, such as production neural network model,
Recurrent neural networks model etc., it is trained in advance that preset text snippet, which generates model,.It is raw based on preset text snippet
At model, the conference summary information of available project meeting.
Other than meeting Pending tasks and conference summary, the meeting essential information of meeting summary can be according to Meeting Held
Information obtains, and the meeting raw information of meeting summary can obtain according to the speech recognition text after voice recognition processing.
It is, of course, also possible to by other means come obtain meeting summary each summary element information, here without limitation.It is obtaining
After the information of each meeting summary element, the information of each meeting summary element is integrated, for example, according to preset
Sequence is arranged, and meeting summary is generated.
It, can be to pre- in order to improve the accuracy rate of text-processing in meeting summary generating process in this specification embodiment
If language mark database automatically updated.In the specific implementation process, according to word each in speech recognition text with
The degree of association between each word in preset language mark database, is updated preset language mark database.
It for example,, can after the term vector for obtaining each target word during carrying out speech recognition text
The degree of association between the term vector of each word in term vector and database to calculate each target word, for example, when hair
" project management " the two words in existing target word " project management " and preset language mark database
The degree of association it is very high, be greater than 90%, then " project management " can be added to preset language mark
In database.It should be noted that can come according to actual needs when carrying out database update based on the degree of association between word
The setting for degree of being associated, for example, being carried out more when the degree of association is greater than 90% or 95% to preset language mark database
Newly, or by other means carry out qualified association degree, here without limitation.
Further, in this specification embodiment, the content in project meeting is inquired in order to facilitate personnel participating in the meeting,
The function of search of project meeting can also be provided, in the specific implementation process, can be accomplished by the following way: receive letter
After ceasing searching request, the search information of target user's input is received；According to described search information, corresponding with the voice messaging
Speech recognition text in search associated with described search information target text；The target text is sent to the mesh
Mark user.
Specifically, target user can be the related personnel of project meeting, such as target user can be personnel participating in the meeting.
When target user needs the partial content in queried for items meeting, search information can be inputted by project conference management front end
Information search request is sent, information search request can be sent to project conference management server by project conference management front end,
Project conference management server is based on search information, and search information is matched with speech recognition text.For example, can will search
Rope information in speech recognition text word or sentence matched one by one, when matching degree be greater than threshold value when, show matching at
Function, and using the context of the word of successful match or sentence as target text associated with search information.It is, of course, also possible to
By other means come the target text obtained, here without limitation.Finally, the target text that will acquire is sent to carry out information
The target user of search.
In order to be preferably managed to project meeting, as shown in figure 5, a kind of project provided for this specification embodiment
Conference management configuration diagram.Referring to FIG. 5, project conference management framework is by data Layer, model layer, service layer, alternation of bed structure
At.
Wherein, alternation of bed includes a variety of project conference management entrances, i.e. project conference management front end, such as intelligent sound box, item
Mesh, which manages robot and other, can call the equipment or interactive entrance of conference management API.Service layer is capable of providing various items
Mesh conference management service, for example, calculate conference summary, generate Pending tasks information, Project Management Service (creation including project,
Inquiry is updated, is deleted).Model layer is provided configured with various preset models, such as term vector model, Clustering Model etc., model layer
Various models can for service layer service, when service layer carry out data processing when, can most call directly the model of model layer.
In addition, the various models in model layer can periodically update, guarantee the real-time of model.Data Layer includes various project meeting pipes
Data, including project information, personal information, preset language mark database needed for reason etc..The data of data Layer can be for
Model layer and service layer use.In addition, project conference management framework can also be first associated with other systems, such as project management
System, OA system etc..Other interconnected systems can be called, flexibly for project conference management service.
It, can be to before the meeting of project meeting, in meeting, after the meeting carry out in conclusion the scheme that this specification embodiment provides
Management.Request is initiated based on meeting before meeting and automatically creates project task, determines Meeting Held information, sends invitation.In
The complete speech information in conference process is received in meeting, voice messaging is handled after the meeting, generates meeting summary, and will
View summary is sent to personnel participating in the meeting and sends Pending tasks and reminds.Above scheme participates in without artificial, realizes project meeting
The automation of management improves the efficiency of project conference management.Simultaneously as the voice messaging received in meeting is complete language
Message breath, ensure that the quality and integrality of meeting initial data, further improves the meeting obtained based on meeting initial data
Discuss the accuracy rate of summary.
Second aspect, based on the same inventive concept, this specification embodiment provide a kind of project conference management apparatus, please join
Examine Fig. 6, comprising:
Speech reception module 61 is used in project conference process, receives member's input of attending a meeting of the project meeting
Voice messaging；
Meeting summary generation module 62, for according to preset meeting summary create-rule to the voice messaging at
Reason, obtains the meeting summary of the project meeting；
Processing module 63, for by the meeting summary save into the project management system and with the project meeting
Corresponding project task is associated, and the meeting summary is sent to the member that attends a meeting, wherein the project task is
The project meeting is initiated to request before starting based on the meeting received, creating in the project management system for task.
In a kind of optional implementation, described device further include:
Data obtaining module, for obtaining the Meeting Held of the project meeting after receiving meeting and initiating request
Information, the Meeting Held information include the time of meeting, meeting-place and the member that attends a meeting；
Invitation processing module generates invitation information, and by the meeting for being based on the Meeting Held information
View message request is sent to the member that attends a meeting.
In a kind of optional implementation, meeting summary generation module 62 is used for:
Speech recognition is carried out to the voice messaging, obtains speech recognition text；
According to a variety of summary elements for forming the meeting summary, pass through default processing mould corresponding with every kind of summary element
Type handles the speech recognition text, obtains summary element information corresponding with every kind of summary element；
The corresponding a variety of summary element informations of a variety of summary elements are integrated, the meeting summary is obtained.
In a kind of optional implementation, when a variety of summary elements include meeting Pending tasks, meeting summary
Generation module 62, is used for:
The speech recognition text is subjected to sentence division, multiple subordinate sentences are obtained, wherein each subordinate sentence is by multiple target words
Language composition；
By preset term vector model, the corresponding term vector of target word in each subordinate sentence is obtained；
Based on the corresponding term vector of target word in each subordinate sentence, by preset Clustering Model to described each
Subordinate sentence carries out clustering processing, obtains the cluster result of each subordinate sentence, the cluster result be Pending tasks classification or it is non-to
Do task category；
It is obtained from the cluster result of the multiple subordinate sentence and belongs to N number of subordinate sentence of the Pending tasks classification, and by the N
For a subordinate sentence as the corresponding N number of meeting Pending tasks information of the meeting Pending tasks, N is positive integer.
In a kind of optional implementation, described device further include:
Setup module, for for each meeting Pending tasks information in N number of meeting Pending tasks information, setting
The reminder time of the meeting Pending tasks information, and determine the operational staff for executing the meeting Pending tasks information；
The meeting Pending tasks information is pushed to the operational staff for being based on the reminder time by reminding module.
In a kind of optional implementation, meeting summary generation module 63 is used for:
Speech recognition is carried out to the voice messaging, obtains original identification text；
Based on preset language mark database, word mark is carried out to the original identification text, after mark
Text is as the speech recognition text.
In a kind of optional implementation, described device further include:
Database update module, for being marked according to each word in the speech recognition text and the preset language
The degree of association between each word in database is updated the preset language mark database.
In a kind of optional implementation, described device further include:
Data obtaining module is searched for, for after receiving information search request, receiving the search letter of target user's input
Breath；
Searching module, for being looked into speech recognition text corresponding with the voice messaging according to described search information
Look for target text associated with described search information；
Sending module, for the target text to be sent to the target user.
About above-mentioned apparatus, wherein the concrete function of modules is in meeting summary provided in an embodiment of the present invention
It is described in detail in the embodiment of processing method, no detailed explanation will be given here.
The third aspect, based on inventive concept same as the processing method of meeting summary in previous embodiment, the present invention is also
A kind of server is provided, as shown in fig. 7, comprises memory 404, processor 402 and being stored on memory 404 and can handle
The computer program run on device 402, the processor 402 realize the processing of meeting summary described previously when executing described program
The step of either method method.
Wherein, in Fig. 7, bus architecture (is represented) with bus 400, and bus 400 may include any number of interconnection
Bus and bridge, bus 400 will include the one or more processors represented by processor 402 and what memory 404 represented deposits
The various circuits of reservoir link together.Bus 400 can also will peripheral equipment, voltage-stablizer and management circuit etc. it
Various other circuits of class link together, and these are all it is known in the art, therefore, no longer carry out further to it herein
Description.Bus interface 406 provides interface between bus 400 and receiver 401 and transmitter 403.Receiver 401 and transmitter
403 can be the same element, i.e. transceiver, provide the unit for communicating over a transmission medium with various other devices.Place
It manages device 402 and is responsible for management bus 400 and common processing, and memory 404 can be used for storage processor 402 and execute behaviour
Used data when making.
Fourth aspect, based on the inventive concept with the processing method in previous embodiment based on meeting summary, the present invention is also
A kind of computer readable storage medium is provided, computer program is stored thereon with, is realized above when which is executed by processor
The step of either the processing method based on meeting summary method.
This specification is referring to the method, equipment (system) and computer program product according to this specification embodiment
Flowchart and/or the block diagram describes.It should be understood that can be realized by computer program instructions every in flowchart and/or the block diagram
The combination of process and/or box in one process and/or box and flowchart and/or the block diagram.It can provide these computers
Processor of the program instruction to general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices
To generate a machine, so that generating use by the instruction that computer or the processor of other programmable data processing devices execute
In setting for the function that realization is specified in one or more flows of the flowchart and/or one or more blocks of the block diagram
It is standby.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of equipment, the commander equipment realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (18)
1. a kind of processing method of meeting summary, which comprises
In project conference process, the voice messaging of member's input of attending a meeting of the project meeting is received；
The voice messaging is handled according to preset meeting summary create-rule, the meeting for obtaining the project meeting is recorded
It wants；
The meeting summary is saved into project management system and project task corresponding with the project meeting is associated,
And the meeting summary is sent to the member that attends a meeting, wherein the project task is based on before the project meeting starts
Request, creating in the project management system for task are initiated in the meeting received.
2. according to the method described in claim 1, the method also includes:
After receiving meeting and initiating request, the Meeting Held information of the project meeting, the Meeting Held information are obtained
Including the time of meeting, meeting-place and the member that attends a meeting；
Based on the Meeting Held information, invitation information is generated, and the invitation information is sent to described attend a meeting
Member.
3. according to the method described in claim 1, it is described according to preset meeting summary create-rule to the voice messaging into
Row processing, obtains the meeting summary of the project meeting, comprising:
Speech recognition is carried out to the voice messaging, obtains speech recognition text；
According to a variety of summary elements for forming the meeting summary, pass through default processing model pair corresponding with every kind of summary element
The speech recognition text is handled, and summary element information corresponding with every kind of summary element is obtained；
The corresponding a variety of summary element informations of a variety of summary elements are integrated, the meeting summary is obtained.
4. described to pass through according to the method described in claim 3, when a variety of summary elements include meeting Pending tasks
Default processing model corresponding with every kind of summary element handles the speech recognition text, obtains and every kind of summary
The corresponding summary element information of element, comprising:
The speech recognition text is subjected to sentence division, multiple subordinate sentences are obtained, wherein each subordinate sentence is by multiple target word groups
At；
By preset term vector model, the corresponding term vector of target word in each subordinate sentence is obtained；
Based on the corresponding term vector of target word in each subordinate sentence, by preset Clustering Model to each subordinate sentence
Clustering processing is carried out, the cluster result of each subordinate sentence is obtained, the cluster result is Pending tasks classification or pending non-
Business classification；
The N number of subordinate sentence for belonging to the Pending tasks classification is obtained from the cluster result of the multiple subordinate sentence, and by described N number of point
For sentence as the corresponding N number of meeting Pending tasks information of the meeting Pending tasks, N is positive integer.
5. according to the method described in claim 4, it is described from the cluster result of the multiple subordinate sentence obtain belong to it is described pending
N number of subordinate sentence of task category, and believe N number of subordinate sentence as the corresponding N number of meeting Pending tasks of the meeting Pending tasks
After breath, the method also includes:
For each meeting Pending tasks information in N number of meeting Pending tasks information, meeting Pending tasks letter is set
The reminder time of breath, and determine the operational staff for executing the meeting Pending tasks information；
Based on the reminder time, which is pushed to the operational staff.
6. obtaining speech recognition text according to the method described in claim 3, described carry out speech recognition to the voice messaging
This, comprising:
Speech recognition is carried out to the voice messaging, obtains original identification text；
Based on preset language mark database, word mark is carried out to the original identification text, by the text after mark
As the speech recognition text.
7. according to the method described in claim 6, the method also includes:
According between each word in each word in the speech recognition text and the preset language mark database
The degree of association, the preset language mark database is updated.
8. according to the method described in claim 1, the method also includes:
After receiving information search request, the search information of target user's input is received；
According to described search information, searched and described search information phase in speech recognition text corresponding with the voice messaging
Associated target text；
The target text is sent to the target user.
9. a kind of processing unit of meeting summary, described device include:
Speech reception module, the voice letter of member's input of attending a meeting in project conference process, receiving the project meeting
Breath；
Meeting summary generation module is obtained for being handled according to preset meeting summary create-rule the voice messaging
Obtain the meeting summary of the project meeting；
Processing module, for saving the meeting summary into project management system and project corresponding with the project meeting
Task is associated, and the meeting summary is sent to the member that attends a meeting, wherein the project task is the project meeting
View is initiated to request before starting based on the meeting received, creating in the project management system for task.
10. device according to claim 9, described device further include:
Data obtaining module, for obtaining the Meeting Held information of the project meeting after receiving meeting and initiating request,
The Meeting Held information includes the time of meeting, meeting-place and the member that attends a meeting；
Invitation processing module generates invitation information, and the meeting is invited for being based on the Meeting Held information
Please information be sent to the member that attends a meeting.
11. device according to claim 9, the meeting summary generation module, are used for:
Speech recognition is carried out to the voice messaging, obtains speech recognition text；
According to a variety of summary elements for forming the meeting summary, pass through default processing model pair corresponding with every kind of summary element
The speech recognition text is handled, and summary element information corresponding with every kind of summary element is obtained；
The corresponding a variety of summary element informations of a variety of summary elements are integrated, the meeting summary is obtained.
12. device according to claim 11, when a variety of summary elements include meeting Pending tasks, the meeting
Summary generation module is discussed, is used for:
The speech recognition text is subjected to sentence division, multiple subordinate sentences are obtained, wherein each subordinate sentence is by multiple target word groups
At；
By preset term vector model, the corresponding term vector of target word in each subordinate sentence is obtained；
Based on the corresponding term vector of target word in each subordinate sentence, by preset Clustering Model to each subordinate sentence
Clustering processing is carried out, the cluster result of each subordinate sentence is obtained, the cluster result is Pending tasks classification or pending non-
Business classification；
The N number of subordinate sentence for belonging to the Pending tasks classification is obtained from the cluster result of the multiple subordinate sentence, and by described N number of point
For sentence as the corresponding N number of meeting Pending tasks information of the meeting Pending tasks, N is positive integer.
13. device according to claim 12, described device further include:
Setup module, for the meeting to be arranged for each meeting Pending tasks information in N number of meeting Pending tasks information
It discusses the reminder time of Pending tasks information, and determines the operational staff for executing the meeting Pending tasks information；
The meeting Pending tasks information is pushed to the operational staff for being based on the reminder time by reminding module.
14. device according to claim 11, the meeting summary generation module, are used for:
Speech recognition is carried out to the voice messaging, obtains original identification text；
Based on preset language mark database, word mark is carried out to the original identification text, by the text after mark
As the speech recognition text.
15. device according to claim 14, described device further include:
Database update module, for according to each word in the speech recognition text and the preset language labeled data
The degree of association between each word in library is updated the preset language mark database.
16. device according to claim 9, described device further include:
Data obtaining module is searched for, for receiving the search information of target user's input after receiving information search request；
Searching module, for according to described search information, searched in speech recognition text corresponding with the voice messaging with
The associated target text of described search information；
Sending module, for the target text to be sent to the target user.
17. a kind of server including memory, processor and stores the computer that can be run on a memory and on a processor
The step of program, the processor realizes any one of claim 1-8 the method when executing described program.
18. a kind of computer readable storage medium, is stored thereon with computer program, power is realized when which is executed by processor
Benefit requires the step of any one of 1-8 the method.
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| CN113938337A (en) * | 2021-11-18 | 2022-01-14 | 上海幻引信息技术服务有限公司 | System and method for automatically tracking summary and task of conference |
| CN114936001A (en) * | 2022-04-14 | 2022-08-23 | 阿里巴巴（中国）有限公司 | Interaction method and device and electronic equipment |
| CN115086281A (en) * | 2022-06-13 | 2022-09-20 | 重庆回形针信息技术有限公司 | Conference system, method and storage medium |
| CN115086281B (en) * | 2022-06-13 | 2023-09-19 | 重庆回形针信息技术有限公司 | Conference system, conference method and storage medium |
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