CN109344325A - The recommended method and device of information based on intelligent meeting plate - Google Patents
The recommended method and device of information based on intelligent meeting plate Download PDFInfo
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Abstract
This application discloses the recommended methods and device of a kind of information based on intelligent meeting plate.This method comprises: determining the target meeting content characteristic of the active conference on intelligent meeting plate, determine the target meeting theme that target meeting content characteristic is subordinate to, it determines the corresponding conferencing information of target meeting theme, is that target meeting content characteristic recommends target information based on the corresponding conferencing information of target meeting theme.By the application, solves and need scene or the after the conference is over decision of acquisition reference information auxiliary meeting, the low problem of working efficiency during carrying out meeting using intelligent meeting plate in the related technology.
Description
Technical field
This application involves conferencing information process fields, in particular to a kind of conferencing information recommended method and device.
Background technique
Intelligent meeting plate (IMB, Interactive Meeting Board) is the interaction for the exploitation of enterprise's meeting room
It shows equipment and intelligent operation system, is display and operating platform with high-definition liquid crystal screen, collection computer, is wirelessly thrown electronic whiteboard
For the plurality of devices such as shadow equipment, teleconference equipment in one, IMB has writing, annotation, synchronous interaction, multimedia, long-distance video
The functions such as meeting, the multinomial technologies such as fusion high definition shows, human-computer interaction, multimedia signal processing and network transmission, alternative biography
The projector and blank of system, and it is more succinct, it is easy to operate.
During carrying out meeting using IMB, when referring to if necessary to meeting relevant information, generally require to rely on non-
IMB platform online retrieving information, inefficiency, and decision lag, such as: in IMB meeting, it need to know each industry of current GDP
Accounting situation assist the decision of meeting, the case where meeting personnel do not record the data, it is understood that this data, it is general at present
Mobile phone can be passed through at meeting scene or PC carrys out manual information retrieval, or acquisition related data does decision again after the meeting.
During carrying out meeting using intelligent meeting plate in the related technology, needs scene or adopt after the conference is over
Collect the decision of reference information auxiliary meeting, the low problem of working efficiency, currently no effective solution has been proposed.
Summary of the invention
The main purpose of the application is to provide the recommended method and device of a kind of information based on intelligent meeting plate, with
It solves during carrying out meeting using intelligent meeting plate in the related technology, needs scene or after the conference is over acquisition reference letter
The decision of breath auxiliary meeting, the low problem of working efficiency.
To achieve the goals above, according to the one aspect of the application, a kind of letter based on intelligent meeting plate is provided
The recommended method of breath.This method comprises:
Determine the target meeting content characteristic of the active conference on intelligent meeting plate, wherein target meeting content is special
Conference content of the sign based on active conference obtains；Determine the target meeting theme that target meeting content characteristic is subordinate to；Determine target
The corresponding conferencing information of session topic；It is that target meeting content characteristic recommends mesh based on the corresponding conferencing information of target meeting theme
Mark information.
Further, before determining the target meeting theme that target meeting content characteristic is subordinate to, method further include: according to
The conference content of history meeting on intelligent meeting plate constructs presetting database, wherein presetting database includes multiple meetings
Theme, wherein index conferencing information based on each session topic, conferencing information includes at least one: conference content is special
It seeks peace meeting relevant information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
Further, before constructing presetting database according to the conference content of the history meeting on intelligent meeting plate,
Method further include: the conference content of the history meeting on acquisition intelligent meeting plate；It is obtained according to the conference content of history meeting
Conference content feature, wherein conference content feature includes at least following one: meeting critical field and meeting association user.
Further, constructing presetting database according to the conference content of the history meeting on intelligent meeting plate includes: root
The session topic of each history meeting is determined according to conference content feature；Establish the index of session topic and conferencing information, wherein meeting
It discusses information and includes at least following one: conference content feature and the meeting frequency, wherein the meeting frequency, which is under session topic, includes
The number of history meeting；Information is crawled based on conference content feature, using the information crawled as meeting relevant information；Establish meeting
Discuss the index of theme and meeting relevant information.
Further, it is determined that the target meeting theme that target meeting content characteristic is subordinate to includes: to be calculated by the first formula
The meeting critical field similarity of active conference, wherein the first formula is
Wherein, simFIndicate the meeting critical field similarity of active conference, TFIndicate the meeting critical field of active conference
The set of composition, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein session topic
For any one session topic built in presetting database；
Pass through the meeting association user similarity that the second formula calculates active conference, wherein the second formula are as follows:
Wherein, simUIndicate the meeting association user similarity of active conference, TUIndicate the meeting association user of active conference
The set of composition, CUIndicate the set that the meeting association user that session topic indexes is constituted；
Pass through the meeting comprehensive similarity that third formula calculates active conference, wherein third formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of active conference, simTIndicate the meeting frequency under session topic；
The target meeting theme that active conference is subordinate to is determined according to the meeting comprehensive similarity of active conference.
Further, it is determined that the corresponding conferencing information of target meeting theme includes: corresponding according to target meeting subject index
Conference content feature and meeting relevant information.
Further, the conference content of history meeting includes at least image information, audio-frequency information and text information, according to going through
It includes: the writing identified in image information that the conference content of history meeting, which obtains conference content feature, and the pattern based on writing is true
Determine the corresponding meeting association user of writing；Text is converted by audio-frequency information, and determines that audio is believed based on the vocal print of audio-frequency information
Cease corresponding meeting association user；The text that writing, the audio-frequency information that will identify that according to natural language processing technique convert
The word processing shown on word and intelligent meeting plate is meeting critical field.
Further, if the corresponding conferencing information of not stored target meeting theme in presetting database, it is being based on target meeting
Discussing the corresponding conferencing information of theme is method further include: pass through crawler skill after target meeting content characteristic recommends target information
Art crawls information corresponding with meeting content characteristic in internet, and by the information recommendation crawled to active conference.
Further, method further include: by the way of pop-up on intelligent meeting plate displaying target information, alternatively,
By the way of scrolling windows on intelligent meeting plate displaying target information.
To achieve the goals above, according to the another aspect of the application, a kind of letter based on intelligent meeting plate is provided
The recommendation apparatus of breath.The device includes:
First determination unit, for determining the target meeting content characteristic of the active conference on intelligent meeting plate,
In, target meeting content characteristic is obtained based on the conference content of active conference；Second determination unit, for determining in target meeting
Hold the target meeting theme that feature is subordinate to；Third determination unit, for determining the corresponding conferencing information of target meeting theme；Recommend
Unit, for being that target meeting content characteristic recommends target information based on the corresponding conferencing information of target meeting theme.
Further, the device further include: construction unit, in the target meeting for determining that target meeting content characteristic is subordinate to
Before discussing theme, presetting database is constructed according to the conference content of the history meeting on intelligent meeting plate, wherein preset data
Library includes multiple session topics, wherein conferencing information is indexed based on each session topic, conferencing information include at least it is following it
One: conference content feature and meeting relevant information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
To achieve the goals above, according to the another aspect of the application, a kind of storage medium is provided, storage medium includes
The program of storage, wherein program executes the recommended method of information of any one of the above based on intelligent meeting plate.
To achieve the goals above, according to the another aspect of the application, a kind of processor is provided, processor is for running
Program, wherein program executes the recommended method of information of any one of the above based on intelligent meeting plate when running.
By the application, using following steps: determining the target meeting content of the active conference on intelligent meeting plate
Feature determines the target meeting theme that target meeting content characteristic is subordinate to, determines the corresponding conferencing information of target meeting theme, base
It is that target meeting content characteristic recommends target information in the corresponding conferencing information of target meeting theme, solves sharp in the related technology
During carrying out meeting with intelligent meeting plate, needs scene or acquisition reference information assists determining for meeting after the conference is over
Plan, the low problem of working efficiency.By recommending associated target information for the conference content of active conference, to support to resolve after deliberation
Plan has reached the scene of being not required to or has acquired reference information after the conference is over, and instant recommendation information supports the effect of meeting decision.
Detailed description of the invention
The attached drawing constituted part of this application is used to provide further understanding of the present application, the schematic reality of the application
Example and its explanation are applied for explaining the application, is not constituted an undue limitation on the present application.In the accompanying drawings:
Fig. 1 is according to a kind of process of the recommended method of the information based on intelligent meeting plate provided by the embodiments of the present application
Figure；
Fig. 2 is according to a kind of recommended method of the information optionally based on intelligent meeting plate provided by the embodiments of the present application
Flow chart；
Fig. 3 is according to a kind of recommended method of the information optionally based on intelligent meeting plate provided by the embodiments of the present application
Flow chart；
Fig. 4 is the schematic diagram according to electronic white plate image provided by the embodiments of the present application；And
Fig. 5 is according to a kind of signal of the recommendation apparatus of the information based on intelligent meeting plate provided by the embodiments of the present application
Figure.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
In description, only some but not all contents related to the present invention are shown in the drawings.
Embodiment one
Fig. 1 be according to the flow chart of the recommended method of the information provided by the embodiments of the present application based on intelligent meeting plate,
As shown in Figure 1, a kind of recommended method of information based on intelligent meeting plate provided in this embodiment specifically includes:
Step S101 determines the target meeting content characteristic of the active conference on intelligent meeting plate, wherein target meeting
View content characteristic is obtained based on the conference content of active conference.
It should be noted that intelligent meeting plate (IMB, Interactive Meeting Board) is for enterprise's meeting
The interactive display device and intelligent operation system of room exploitation are discussed, is display and operating platform with high-definition liquid crystal screen, collects computer, electricity
The plurality of devices such as sub- blank, wireless display equipment, teleconference equipment are in one, the data company of high-definition liquid crystal screen and other equipment
It is not construed as limiting in the communication mode embodiment connect, USB connection, internet, local area network, bluetooth, Wi-Fi or purple peak association can be passed through
Communication modes, the IMB such as view (ZigBee) have the functions such as writing, annotation, synchronous interaction, multimedia, Remote Video Conference, can replace
For traditional projector and blank.
Active conference refers to the ongoing meeting of present period, and target meeting content characteristic is the meeting by active conference
The feature for discussing contents extraction, can be the core word of active conference content, the word provided with annotation, or abstract, active conference
Conference content refer in the conference content that present period is shown, can be the content being written on electronic whiteboard, show in height
PPT on clear display screen, the current page of document.
The target meeting content characteristic for determining the active conference on intelligent meeting plate, for example, in present period, in meeting
It discusses in room and carries out economic relevant meeting using intelligent meeting plate, participant is in the viewpoint for delivering oneself, in order to emphasize
Economic growth amount has write a vocabulary " GDP " on electronic whiteboard conveniently, and the word of handwritten form is identified by image recognition technology
It converges " GDP ", obtains target meeting content characteristic " GDP ".For another example, participant is while the viewpoint for delivering oneself, in high definition
PPT is played on liquid crystal display, acquires the title in the PPT page of current presentation as target meeting content characteristic.
Step S102 determines the target meeting theme that target meeting content characteristic is subordinate to.
Optionally, before determining the target meeting theme that target meeting content characteristic is subordinate to, according to intelligent meeting plate
On history meeting conference content construct presetting database, wherein presetting database includes multiple session topics, wherein base
Conferencing information is indexed in each session topic, conferencing information includes at least one: conference content feature is related to meeting
Information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
It should be noted that history meeting refers to before active conference, the meeting carried out on intelligent meeting plate,
Since time conference content excessively remote may construct presetting database, can choose preset period of time without reference to value
The conference content of history meeting can also carry out screening and pick for some research directions not no conference content of researching value
It removes.Presetting database includes multiple session topics, for example, economic, sport, artificial intelligence etc. can be indexed according to session topic
To conferencing information, for example, according to this economic session topic, in the meeting that the history meeting being stored under theme can be indexed
Hold feature, for example, average salary, regional economy situation, the conference contents feature such as year economic growth amount, and according to conference content
The meeting relevant information that feature crawls on the internet, for example, the past 10 years Chinese crawled according to average salary
The specific data of the annual wage level of mouth go over 10 years GDP feelings according to each province that regional economy situation crawls
Condition, the past 10 years Chinese GDP growth curves crawled according to year economic growth amount.
Determine that target meeting content characteristic corresponds to the session topic in presetting database, for example, determining target meeting content
Feature is vocabulary " GDP ", and the session topic that vocabulary " GDP " is subordinate to is " economy ".
Step S103 determines the corresponding conferencing information of target meeting theme.
According to the corresponding conference content feature of target meeting subject index and meeting relevant information.
It should be noted that due to target meeting theme and corresponding conference content feature and the presence of meeting relevant information
Index relative, after the target meeting theme that target meeting content characteristic is subordinate to is via determination, according to target meeting subject index pair
The conference content feature and meeting relevant information answered, obtain the corresponding conferencing information of target meeting theme.
Step S104 is that target meeting content characteristic recommends target letter based on the corresponding conferencing information of target meeting theme
Breath.
Recommend target information that can show on intelligent meeting plate by the way of pop-up for target meeting content characteristic
Target information, alternatively, by the way of scrolling windows on intelligent meeting plate displaying target information.
For example, determining that target meeting content characteristic is vocabulary " GDP ", the meeting that can be indexed according to session topic " economy "
View information is that vocabulary " GDP " recommends target information, for example, recommending the number of prior year China's GDP, recommends China
The increment of GDP in the past 10 years.The target information less for entry, can be shown by the way of pop-up
It on the lower right corner of high-definition display screen, does not need such as, closing pop-up can be clicked, the target information more for entry can be with
It is shown in the top of high-definition display screen by the way of scrolling windows, rolls broadcasting from front to back by degree of association priority, plays extremely
For user for interested content, user can click scrolling windows, and pause rolls, and reads target information.
If the corresponding conferencing information of not stored target meeting theme in presetting database, corresponding based on target meeting theme
Conferencing information be target meeting content characteristic recommend target information after, this method further include: interconnected by crawler technology
Information corresponding with meeting content characteristic is crawled in net, and by the information recommendation crawled to active conference.
It should be noted that some conference content features may be more uncommon, or the main business degree of correlation with enterprise
It is lower, it can not be matched to corresponding session topic in the preset database, or can be matched in the preset database corresponding
Session topic after, it is difficult to get the corresponding conferencing information of specific conference content feature, i.e. target meeting content characteristic institute
The information needed in the preset database, does not then need basis to crawl information recommendation in real time using crawler on the internet to current
Meeting compensates for the deficiency of presetting database.
The present embodiment determines target by the target meeting content characteristic of the determining active conference on intelligent meeting plate
The target meeting theme that conference content feature is subordinate to determines the corresponding conferencing information of target meeting theme, is based on target meeting master
Inscribing corresponding conferencing information is that target meeting content characteristic recommends target information.It solves flat using intelligent meeting in the related technology
During plate carries out meeting, needs scene or the decision of acquisition reference information auxiliary meeting, working efficiency are low after the conference is over
Under problem, by recommending associated target information to reach and be not required to support meeting decision for the conference content of active conference
Scene acquires reference information after the conference is over, and instant recommendation information supports the effect of meeting decision.
Embodiment two
Fig. 2 is a kind of process of the recommended method of the information based on intelligent meeting plate provided by Embodiment 2 of the present invention
Figure.The present embodiment is to be embodied on the basis of the above embodiment 1.As shown in Fig. 2, provided in this embodiment be based on intelligence
The recommended method of the information of energy meeting plate specifically includes:
Step S201 acquires the conference content of the history meeting on intelligent meeting plate；According in the meeting of history meeting
Hold and obtain conference content feature, wherein conference content feature includes at least following one: meeting critical field is associated with use with meeting
Family.
It should be noted that recommending the target information of aid decision for active conference on intelligent meeting plate, need to slap
The theme of active conference is held, and to describe the theme of meeting, needs to acquire the conference content of history meeting to portray,
For example, the acquisition source of the conference content of history meeting can be with are as follows: the image of electronic whiteboard, video voice, use
Document and picture that voice, the multimedia equipment of family speech are shown etc., all can be by the meeting of the secondary meeting in each conference process
Content storage is discussed in the memory module on intelligent meeting plate, due to can generally mark the surname of producer on document information
Name, can know according to the writing on the image of electronic whiteboard and accordingly write personnel, can also be known accordingly according to audio-frequency information
Speech personnel, the acquisition such as the voice made a speech according to the image of electronic whiteboard, user, document for show of multimedia equipment and picture
The meeting critical field of conference content and the association user of critical field.
Step S202 constructs presetting database according to the conference content of the history meeting on intelligent meeting plate, comprising: root
The session topic of each history meeting is determined according to conference content feature；Establish the index of session topic and conferencing information, wherein meeting
It discusses information and includes at least following one: conference content feature and the meeting frequency, wherein the meeting frequency, which is under session topic, includes
The number of history meeting；Information is crawled based on conference content feature, using the information crawled as meeting relevant information；Establish meeting
Discuss the index of theme and meeting relevant information.
For example, passing through the session topic that meeting critical field determines each history meeting, Conference ID and Conference ID are recorded
Under meeting critical field 1, meeting critical field 2, meeting critical field 3 ..., meeting critical field n, wherein Conference ID mark
Each meeting is illustrated, meeting critical field is lower collected conference content feature of this Conference ID respectively from 1 to n.
Pass through machine learning method based on meeting critical field and clusters out each corresponding session topic of history meeting, such as body
Class, automotive-type, IT class etc. are educated, can also be refined, such as sport category can be divided into football class, basketball class.
The index for establishing session topic and meeting content characteristic, the meeting frequency and meeting association user, passes through meeting master
Topic can index the meeting under the session topic comprising which meeting critical field, meeting association user and the session topic
The frequency after constructing session topic, is gone to crawl newest relevant information and is stored, pushes away for follow-up according to conference features
It recommends.If the conference content feature of economy class session topic has critical field GDP, then State Statistics Bureau's GDP data over the years are crawled,
The relevant news of GDP and information can be crawled, as the meeting relevant information under economy class session topic, establish session topic with
The index of meeting relevant information, so that constructing with each session topic is the presetting database identified, presetting database storage
Data it is as shown in table 1:
Table 1
Step S203 determines the target meeting content characteristic of the active conference on intelligent meeting plate, wherein target meeting
View content characteristic is obtained based on the conference content of active conference.
Step S202 determines the target meeting theme that target meeting content characteristic is subordinate to.
Due to the meeting critical field weight under the meeting critical field of active conference and some theme of presetting database
The quantity of conjunction is more, and active conference is more possible to be under the jurisdiction of the session topic, determines the target that target meeting content characteristic is subordinate to
Session topic includes the meeting critical field similarity for passing through the first formula and calculating active conference, wherein the first formula are as follows:
Wherein, simFIndicate the meeting critical field similarity of active conference, TFIndicate the meeting critical field of active conference
The set of composition, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein session topic
For any one session topic built in presetting database.
Further, since identical user usually studies same or similar field, so meeting association user is to working as
The session topic of preceding meeting be fixed really sound it is very big, the target meeting theme for determining that target meeting content characteristic is subordinate to will consider meeting
Association user similarity is discussed, passes through the meeting association user similarity that the second formula calculates active conference, wherein the second formula
Are as follows:
Wherein, simUIndicate the meeting association user similarity of active conference, TUIndicate the meeting association user of active conference
The set of composition, CUIndicate the set that the meeting association user that session topic indexes is constituted；
Further, it should be noted that in terms of business event, same enterprise carries out with Intelligent flat
When meeting, the business that session topic is often carried out with company is closely related, and a company stresses some business, under corresponding theme
The number of Meeting Held is more, and the target meeting theme for determining that target meeting content characteristic is subordinate to will consider the meeting frequency, passes through
The meeting comprehensive similarity of third formula calculating active conference, wherein third formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of active conference, simFIndicate that the meeting critical field of active conference is similar
Degree, simUIndicate the meeting association user similarity of active conference, simTIndicate the meeting frequency under session topic.
The target meeting theme that active conference is subordinate to is determined according to the meeting comprehensive similarity of active conference.
The corresponding session topic of each meeting comprehensive similarity, to counted multiple meeting comprehensive similarities according to value
Size is ranked up, the target that the corresponding session topic of highest meeting comprehensive similarity is subordinate to as target meeting content characteristic
Session topic.
Meeting critical field similarity, the meeting association user similarity of active conference for calculating active conference, in conjunction with
The corresponding meeting frequency of session topic, various aspects comprehensively consider in database, calculate meeting comprehensive similarity, and arranged
Sequence, using the corresponding session topic of highest meeting comprehensive similarity as the target meeting theme of active conference, thus visitor comprehensively
Determine the target meeting theme that target meeting content characteristic is subordinate to seeing.
Step S203 determines the corresponding conferencing information of target meeting theme.
Step S204 is that target meeting content characteristic recommends target letter based on the corresponding conferencing information of target meeting theme
Breath.
Through this embodiment, the conference content based on history meeting clusters session topic, and establishing with session topic is mark
Presetting database, based on session topic can index corresponding critical field, meeting association user, the meeting frequency and
Meeting relevant information, consequently facilitating accurately determining session topic for the target meeting content characteristic of active conference, it is suitable to recommend
Target information, avoid after only active conference content is made a summary, crawler public data gone by keyword, obtain with
The not high information of the active conference degree of correlation.
Embodiment three
Fig. 3 is a kind of process of the recommended method for information based on intelligent meeting plate that the embodiment of the present invention three provides
Figure.The present embodiment is embodied on the basis of above-described embodiment two, is shown in particular in the meeting according to history meeting
Hold the detailed process for obtaining conference content feature.
It should be noted that the collectable source of the conference content of history meeting can be with are as follows: image, the video of electronic whiteboard
Voice, voice, the document that shows of multimedia equipment and the picture of user's speech etc., thus, the conference content of history meeting is extremely
It less include image information, audio-frequency information and text information.
Obtaining conference content feature according to the conference content of history meeting includes:
Step S301 identifies the writing in image information, and determines that the corresponding meeting of writing is associated with based on the pattern of writing
User.
For example, the writing recorded on the electronic whiteboard of IMB, can be converted to specific text word by image recognition technology
It converges, while can form the corresponding meeting association of the conference content feature by the mark of writing feature construction particular user and use
Family.
As shown in figure 4, can identify the text of " GDP ", " real estate " in figure, while the writing can also be marked,
Its corresponding meeting association user is established, subsequent user can be associated with corresponding when writing on electronic whiteboard according to writing
User, so that corresponding which session topic of user preference of corresponding conference content feature known.
Step S302 converts text for audio-frequency information, and determines that audio-frequency information is corresponding based on the vocal print of audio-frequency information
Meeting association user.
For example, audio-frequency information includes the voice of video and user and the participation at meeting scene employed in material
The voice of user's speech of Remote Video Conference, voice messaging is compared with horn of plenty, by speech text identification technology by institute in material
The voice of the video of use and the voice for user's speech of attending a meeting are converted into text, for the voice for user's speech of attending a meeting, identify
The vocal print of relative users determines the corresponding meeting association user of voice for user's speech of attending a meeting according to vocal print.
Step S303, the text that the writing that will identify that according to natural language processing technique, audio-frequency information convert with
And the word processing shown on intelligent meeting plate is meeting critical field.
Writing on electronic whiteboard is converted to specific text vocabulary, converts text envelope for audio-frequency information by above-mentioned steps
Breath, can be converted to critical field by natural language processing technique, in addition, usually playing demonstration PPT, Word text in meeting
Shelves, PDF document, for PDF text, abstract can be converted to by natural language processing technique, it, can be advanced for PPT
The identification of row image text, then natural language processing is carried out, obtain critical field.
Through this embodiment, the conference content of the various forms of expression that acquisition history meeting is related to, by corresponding technology,
The conference content of different expression form is converted into meeting critical field, to part pictorial information and audio-frequency information, is also set up
Meeting association user, obtains that critical field is comprehensively accurate, so that the foundation for presetting database is laid a good foundation.
It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions
It is executed in computer system, although also, logical order is shown in flow charts, and it in some cases, can be with not
The sequence being same as herein executes shown or described step.
The embodiment of the present application also provides a kind of recommendation apparatus of information based on intelligent meeting plate, need to illustrate
It is that the recommendation apparatus of the information based on intelligent meeting plate of the embodiment of the present application can be used for executing the embodiment of the present application and be mentioned
The recommended method for the information based on intelligent meeting plate supplied.Intelligent meeting is based on to provided by the embodiments of the present application below
The recommendation apparatus of the information of plate is introduced.
Example IV
Fig. 5 is the schematic diagram of the recommendation apparatus for the information based on intelligent meeting plate that the embodiment of the present application four provides.Such as
Shown in Fig. 5, which includes: the first determination unit 10, the second determination unit 20, third determination unit 30 and recommendation unit 40.
Specifically, the first determination unit 10, for determining in the target meeting of the active conference on intelligent meeting plate
Hold feature, wherein target meeting content characteristic is obtained based on the conference content of active conference；
Second determination unit 20, the target meeting theme being subordinate to for determining target meeting content characteristic；
Third determination unit 30, for determining the corresponding conferencing information of target meeting theme；
Recommendation unit 40, for being that target meeting content characteristic recommends mesh based on the corresponding conferencing information of target meeting theme
Mark information.
The recommendation apparatus of information provided by the embodiments of the present application based on intelligent meeting plate passes through the first determination unit 10
Determine the target meeting content characteristic of the active conference on intelligent meeting plate, wherein target meeting content characteristic is based on working as
The conference content of preceding meeting obtains；Second determination unit 20 determines the target meeting theme that target meeting content characteristic is subordinate to；The
Three determination units 30 determine the corresponding conferencing information of target meeting theme；Recommendation unit 40 is based on the corresponding meeting of target meeting theme
Discussing information is that target meeting content characteristic recommends target information.It solves and carries out meeting using intelligent meeting plate in the related technology
During, it needs scene or the decision of acquisition reference information auxiliary meeting, the low problem of working efficiency is led to after the conference is over
Crossing the conference content that recommendation unit 40 is active conference recommends associated target information to reach and be not required to support meeting decision
Scene acquires reference information after the conference is over, and instant recommendation information supports the effect of meeting decision.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, the device
Further include: construction unit, for before determining the target meeting theme that target meeting content characteristic is subordinate to, according to intelligent meeting
The conference content of history meeting on plate constructs presetting database, wherein and presetting database includes multiple session topics,
In, conferencing information is indexed based on each session topic, conferencing information includes at least one: conference content feature and meeting
Relevant information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, the device
Further include: acquisition unit, for according to the conference content of the history meeting on intelligent meeting plate construct presetting database it
Before, acquire the conference content of the history meeting on intelligent meeting plate；Acquiring unit, for the conference content according to history meeting
Obtain conference content feature, wherein conference content feature includes at least following one: meeting critical field is associated with use with meeting
Family.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, building is single
Member includes: the first determining module, for determining the session topic of each history meeting according to conference content feature；First establishes mould
Block, for establishing the index of session topic and conferencing information, wherein conferencing information includes at least following one: conference content is special
It seeks peace the meeting frequency, wherein the meeting frequency is the number for the history meeting for including under session topic；Module is crawled, for being based on
Conference content feature crawls information, using the information crawled as meeting relevant information；Second establishes module, for establishing meeting
The index of theme and meeting relevant information.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, second really
Order member includes: the first computing module, and the meeting critical field similarity of active conference is calculated for passing through the first formula,
In, the first formula are as follows:
Wherein, simFIndicate the meeting critical field similarity of active conference, TFIndicate the meeting critical field of active conference
The set of composition, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein session topic
For any one session topic built in presetting database；
Second computing module calculates the meeting association user similarity of active conference for passing through the second formula, wherein the
Two formula are as follows:
Wherein, simUIndicate the meeting association user similarity of active conference, TUIndicate the meeting association user of active conference
The set of composition, CUIndicate the set that the meeting association user that session topic indexes is constituted；
Third computing module calculates the meeting comprehensive similarity of active conference for passing through third formula, wherein third is public
Formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of active conference, simTIndicate the meeting frequency under session topic；
Second determining module determines the target meeting that active conference is subordinate to for the meeting comprehensive similarity according to active conference
Discuss theme.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, third is true
Order member is used for, according to the corresponding conference content feature of target meeting subject index and meeting relevant information.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, history meeting
The conference content of view includes at least image information, audio-frequency information and text information, and acquiring unit includes: identification module, for knowing
Writing in other image information, and the corresponding meeting association user of writing is determined based on the pattern of writing；Conversion module, being used for will
Audio-frequency information is converted into text, and determines the corresponding meeting association user of audio-frequency information based on the vocal print of audio-frequency information；Handle mould
Block, the text and intelligent meeting that writing, audio-frequency information for will identify that according to natural language processing technique convert
The word processing shown on plate is meeting critical field.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, the device
Further include: crawl unit, for the corresponding conferencing information of target meeting theme not stored in presetting database in the case where, in base
It is after target meeting content characteristic recommends target information, to be existed by crawler technology in the corresponding conferencing information of target meeting theme
Information corresponding with meeting content characteristic is crawled in internet, and by the information recommendation crawled to active conference.
Optionally, in the recommendation apparatus of the information provided by the embodiments of the present application based on intelligent meeting plate, the device
Further include: display unit, for by the way of pop-up on intelligent meeting plate displaying target information, alternatively, for using
The mode of scrolling windows displaying target information on intelligent meeting plate.
The recommendation apparatus of the information based on intelligent meeting plate includes processor and memory, and above-mentioned first determines list
First 10, second determination unit 20, third determination unit 30 and recommendation unit 40 etc. store in memory as program unit,
Above procedure unit stored in memory is executed by processor to realize corresponding function.
Include kernel in processor, is gone in memory to transfer corresponding program unit by kernel.Kernel can be set one
Or more, by adjusting kernel parameter come solve in the related technology using intelligent meeting plate carry out meeting during, need
Scene or the after the conference is over decision of acquisition reference information auxiliary meeting, the low problem of working efficiency.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, if read-only memory (ROM) or flash memory (flash RAM), memory include that at least one is deposited
Store up chip.
The embodiment of the invention provides a kind of storage mediums, are stored thereon with program, real when which is executed by processor
The recommended method of the existing information based on intelligent meeting plate.
The embodiment of the invention provides a kind of processor, the processor is for running program, wherein described program operation
The recommended method of information based on intelligent meeting plate described in Shi Zhihang.
The embodiment of the invention provides a kind of equipment, equipment include processor, memory and storage on a memory and can
The program run on a processor, processor performs the steps of determination when executing program current on intelligent meeting plate
The target meeting content characteristic of meeting, wherein target meeting content characteristic is obtained based on the conference content of active conference；Determine mesh
The target meeting theme that rotating savings view content characteristic is subordinate to；Determine the corresponding conferencing information of target meeting theme；Based on target meeting
The corresponding conferencing information of theme is that target meeting content characteristic recommends target information.
Further, before determining the target meeting theme that target meeting content characteristic is subordinate to, method further include: according to
The conference content of history meeting on intelligent meeting plate constructs presetting database, wherein presetting database includes multiple meetings
Theme, wherein index conferencing information based on each session topic, conferencing information includes at least one: conference content is special
It seeks peace meeting relevant information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
Further, before constructing presetting database according to the conference content of the history meeting on intelligent meeting plate,
Method further include: the conference content of the history meeting on acquisition intelligent meeting plate；It is obtained according to the conference content of history meeting
Conference content feature, wherein conference content feature includes at least following one: meeting critical field and meeting association user.
Further, constructing presetting database according to the conference content of the history meeting on intelligent meeting plate includes: root
The session topic of each history meeting is determined according to conference content feature；Establish the index of session topic and conferencing information, wherein meeting
It discusses information and includes at least following one: conference content feature and the meeting frequency, wherein the meeting frequency, which is under session topic, includes
The number of history meeting；Information is crawled based on conference content feature, using the information crawled as meeting relevant information；Establish meeting
Discuss the index of theme and meeting relevant information.
Further, it is determined that the target meeting theme that target meeting content characteristic is subordinate to includes: to be calculated by the first formula
The meeting critical field similarity of active conference, wherein the first formula is
Wherein, simFIndicate the meeting critical field similarity of active conference, TFIndicate the meeting critical field of active conference
The set of composition, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein session topic
For any one session topic built in presetting database；
Pass through the meeting association user similarity that the second formula calculates active conference, wherein the second formula are as follows:
Wherein, simUIndicate the meeting association user similarity of active conference, TUIndicate the meeting association user of active conference
The set of composition, CUIndicate the set that the meeting association user that session topic indexes is constituted；
Pass through the meeting comprehensive similarity that third formula calculates active conference, wherein third formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of active conference, simTIndicate the meeting frequency under session topic；
The target meeting theme that active conference is subordinate to is determined according to the meeting comprehensive similarity of active conference.
Further, it is determined that the corresponding conferencing information of target meeting theme includes: corresponding according to target meeting subject index
Conference content feature and meeting relevant information.
Further, the conference content of history meeting includes at least image information, audio-frequency information and text information, according to going through
It includes: the writing identified in image information that the conference content of history meeting, which obtains conference content feature, and the pattern based on writing is true
Determine the corresponding meeting association user of writing；Text is converted by audio-frequency information, and determines that audio is believed based on the vocal print of audio-frequency information
Cease corresponding meeting association user；The text that writing, the audio-frequency information that will identify that according to natural language processing technique convert
The word processing shown on word and intelligent meeting plate is meeting critical field.
Further, if the corresponding conferencing information of not stored target meeting theme in presetting database, it is being based on target meeting
Discussing the corresponding conferencing information of theme is method further include: pass through crawler skill after target meeting content characteristic recommends target information
Art crawls information corresponding with meeting content characteristic in internet, and by the information recommendation crawled to active conference.
Further, method further include: by the way of pop-up on intelligent meeting plate displaying target information, alternatively,
By the way of scrolling windows on intelligent meeting plate displaying target information.Equipment herein can be server, PC, PAD,
Mobile phone etc..
Present invention also provides a kind of computer program products, when executing on data processing equipment, are adapted for carrying out just
The program of beginningization there are as below methods step: determining the target meeting content characteristic of the active conference on intelligent meeting plate,
In, target meeting content characteristic is obtained based on the conference content of active conference；Determine the target that target meeting content characteristic is subordinate to
Session topic；Determine the corresponding conferencing information of target meeting theme；It is target based on the corresponding conferencing information of target meeting theme
Conference content feature recommends target information.
Further, before determining the target meeting theme that target meeting content characteristic is subordinate to, method further include: according to
The conference content of history meeting on intelligent meeting plate constructs presetting database, wherein presetting database includes multiple meetings
Theme, wherein index conferencing information based on each session topic, conferencing information includes at least one: conference content is special
It seeks peace meeting relevant information, wherein meeting relevant information is based on conference content feature and crawls to obtain.
Further, before constructing presetting database according to the conference content of the history meeting on intelligent meeting plate,
Method further include: the conference content of the history meeting on acquisition intelligent meeting plate；It is obtained according to the conference content of history meeting
Conference content feature, wherein conference content feature includes at least following one: meeting critical field and meeting association user.
Further, constructing presetting database according to the conference content of the history meeting on intelligent meeting plate includes: root
The session topic of each history meeting is determined according to conference content feature；Establish the index of session topic and conferencing information, wherein meeting
It discusses information and includes at least following one: conference content feature and the meeting frequency, wherein the meeting frequency, which is under session topic, includes
The number of history meeting；Information is crawled based on conference content feature, using the information crawled as meeting relevant information；Establish meeting
Discuss the index of theme and meeting relevant information.
Further, it is determined that the target meeting theme that target meeting content characteristic is subordinate to includes: to be calculated by the first formula
The meeting critical field similarity of active conference, wherein the first formula is
Wherein, simFIndicate the meeting critical field similarity of active conference, TFIndicate the meeting critical field of active conference
The set of composition, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein session topic
For any one session topic built in presetting database；
Pass through the meeting association user similarity that the second formula calculates active conference, wherein the second formula are as follows:
Wherein, simUIndicate the meeting association user similarity of active conference, TUIndicate the meeting association user of active conference
The set of composition, CUIndicate the set that the meeting association user that session topic indexes is constituted；
Pass through the meeting comprehensive similarity that third formula calculates active conference, wherein third formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of active conference, simTIndicate the meeting frequency under session topic；
The target meeting theme that active conference is subordinate to is determined according to the meeting comprehensive similarity of active conference.
Further, it is determined that the corresponding conferencing information of target meeting theme includes: corresponding according to target meeting subject index
Conference content feature and meeting relevant information.
Further, the conference content of history meeting includes at least image information, audio-frequency information and text information, according to going through
It includes: the writing identified in image information that the conference content of history meeting, which obtains conference content feature, and the pattern based on writing is true
Determine the corresponding meeting association user of writing；Text is converted by audio-frequency information, and determines that audio is believed based on the vocal print of audio-frequency information
Cease corresponding meeting association user；The text that writing, the audio-frequency information that will identify that according to natural language processing technique convert
The word processing shown on word and intelligent meeting plate is meeting critical field.
Further, if the corresponding conferencing information of not stored target meeting theme in presetting database, it is being based on target meeting
Discussing the corresponding conferencing information of theme is method further include: pass through crawler skill after target meeting content characteristic recommends target information
Art crawls information corresponding with meeting content characteristic in internet, and by the information recommendation crawled to active conference.
Further, method further include: by the way of pop-up on intelligent meeting plate displaying target information, alternatively,
By the way of scrolling windows on intelligent meeting plate displaying target information.
It should be understood by those skilled in the art that, embodiments herein can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the application
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the application, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The application is referring to method, the process of equipment (system) and computer program product according to the embodiment of the present application
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
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 device, the command device 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.
In a typical configuration, calculating equipment includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie
The example of matter.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer readable instructions, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices
Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
It include so that the process, method, commodity or the equipment that include a series of elements not only include those elements, but also to wrap
Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including element
There is also other identical elements in process, method, commodity or equipment.
It will be understood by those skilled in the art that embodiments herein can provide as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application
Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code
The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
The above is only embodiments herein, are not intended to limit this application.To those skilled in the art,
Various changes and changes are possible in this application.It is all within the spirit and principles of the present application made by any modification, equivalent replacement,
Improve etc., it should be included within the scope of the claims of this application.
Claims (13)
1. a kind of recommended method of the information based on intelligent meeting plate characterized by comprising
Determine the target meeting content characteristic of the active conference on intelligent meeting plate, wherein the target meeting content is special
Conference content of the sign based on the active conference obtains；
Determine the target meeting theme that the target meeting content characteristic is subordinate to；
Determine the corresponding conferencing information of the target meeting theme；
It is that the target meeting content characteristic recommends target information based on the corresponding conferencing information of the target meeting theme.
2. the method according to claim 1, wherein in the target for determining that the target meeting content characteristic is subordinate to
Before session topic, the method also includes:
Presetting database is constructed according to the conference content of the history meeting on the intelligent meeting plate, wherein the present count
It include multiple session topics according to library, wherein conferencing information is indexed based on each session topic, the conferencing information includes at least
Following one: conference content feature and meeting relevant information, wherein the meeting relevant information is based on the conference content feature
It crawls to obtain.
3. according to the method described in claim 2, it is characterized in that, according to the history meeting on the intelligent meeting plate
Before conference content constructs presetting database, the method also includes:
Acquire the conference content of the history meeting on the intelligent meeting plate；
Conference content feature is obtained according to the conference content of the history meeting, wherein the conference content feature includes at least
Following one: meeting critical field and meeting association user.
4. according to the method described in claim 3, it is characterized in that, according to the meeting of the history meeting on the intelligent meeting plate
View content constructs presetting database
The session topic of each history meeting is determined according to the conference content feature；
Establish the index of the session topic Yu the conferencing information, wherein the conferencing information includes at least following one: institute
State conference content feature and the meeting frequency, wherein the meeting frequency is the history meeting for including under the session topic
Number；
Information is crawled based on the conference content feature, using the information crawled as the meeting relevant information；
Establish the index of the session topic Yu the meeting relevant information.
5. according to the method described in claim 4, it is characterized in that, determining the target meeting that the target meeting content characteristic is subordinate to
Discussing theme includes:
Pass through the meeting critical field similarity that the first formula calculates the active conference, wherein first formula is
Wherein, simFIndicate the meeting critical field similarity of the active conference, TFIndicate that the meeting of the active conference is crucial
The set that field is constituted, CFIndicate the set that the meeting critical field that any one session topic indexes is constituted, wherein described
Session topic is described any one session topic built in presetting database；
Pass through the meeting association user similarity that the second formula calculates the active conference, wherein second formula are as follows:
Wherein, simUIndicate the meeting association user similarity of the active conference, TUIndicate the meeting association of the active conference
The set that user is constituted, CUIndicate the set that the meeting association user that the session topic indexes is constituted；
Pass through the meeting comprehensive similarity that third formula calculates the active conference, wherein the third formula are as follows:
simC,T=simF×simU×simT
simC,TIndicate the meeting comprehensive similarity of the active conference, simTIndicate the meeting frequency under the session topic；
The target meeting theme that the active conference is subordinate to is determined according to the meeting comprehensive similarity of the active conference.
6. according to the method described in claim 3, it is characterized in that, determining the corresponding conferencing information packet of the target meeting theme
It includes:
According to the corresponding conference content feature of the target meeting subject index and meeting relevant information.
7. according to the method described in claim 3, it is characterized in that, the conference content of the history meeting is believed including at least image
Breath, audio-frequency information and text information, obtaining conference content feature according to the conference content of the history meeting includes:
It identifies the writing in described image information, and determines that the corresponding meeting association of the writing is used based on the pattern of the writing
Family；
Text is converted by the audio-frequency information, and the corresponding meeting of the audio-frequency information is determined based on the vocal print of the audio-frequency information
Discuss association user；
The text and intelligence for being converted the writing identified, the audio-frequency information according to natural language processing technique
The word processing shown on meeting plate is the meeting critical field.
8. according to the method described in claim 2, it is characterized in that, the if not stored target meeting in the presetting database
The corresponding conferencing information of theme is being the target meeting content characteristic based on the corresponding conferencing information of the target meeting theme
After recommending target information, the method also includes:
Information corresponding with the conference content feature is crawled in internet by crawler technology, and the information crawled is pushed away
It recommends to the active conference.
9. the method according to claim 1, wherein the method also includes:
The target information is shown on the intelligent meeting plate by the way of pop-up,
Alternatively, showing the target information on the intelligent meeting plate by the way of scrolling windows.
10. a kind of recommendation apparatus of the information based on intelligent meeting plate characterized by comprising
First determination unit, for determining the target meeting content characteristic of the active conference on intelligent meeting plate, wherein institute
Target meeting content characteristic is stated to obtain based on the conference content of the active conference；
Second determination unit, the target meeting theme being subordinate to for determining the target meeting content characteristic；
Third determination unit, for determining the corresponding conferencing information of the target meeting theme；
Recommendation unit, for being target meeting content characteristic recommendation based on the corresponding conferencing information of the target meeting theme
Target information.
11. device according to claim 10, which is characterized in that described device further include:
Construction unit, for before determining the target meeting theme that the target meeting content characteristic is subordinate to, according to the intelligence
The conference content of history meeting on energy meeting plate constructs presetting database, wherein the presetting database includes multiple meetings
Discuss theme, wherein conferencing information is indexed based on each session topic, the conferencing information includes at least one: meeting
Content characteristic and meeting relevant information, wherein the meeting relevant information is based on the conference content feature and crawls to obtain.
12. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein described program right of execution
Benefit require any one of 1 to 9 described in the information based on intelligent meeting plate recommended method.
13. a kind of processor, which is characterized in that the processor is for running program, wherein right of execution when described program is run
Benefit require any one of 1 to 9 described in the information based on intelligent meeting plate recommended method.
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| CN114997817A (en) * | 2022-05-13 | 2022-09-02 | 北京百度网讯科技有限公司 | Method and device for recommending participation, electronic equipment and storage medium |
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