CN106982128B - Network-based community construction method - Google Patents
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- CN106982128B CN106982128B CN201710379465.6A CN201710379465A CN106982128B CN 106982128 B CN106982128 B CN 106982128B CN 201710379465 A CN201710379465 A CN 201710379465A CN 106982128 B CN106982128 B CN 106982128B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/52—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail for supporting social networking services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/02—Details
- H04L12/16—Arrangements for providing special services to substations
- H04L12/18—Arrangements for providing special services to substations for broadcast or conference, e.g. multicast
- H04L12/1813—Arrangements for providing special services to substations for broadcast or conference, e.g. multicast for computer conferences, e.g. chat rooms
- H04L12/1822—Conducting the conference, e.g. admission, detection, selection or grouping of participants, correlating users to one or more conference sessions, prioritising transmission
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- General Engineering & Computer Science (AREA)
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Abstract
The present invention provides a kind of network-based community construction method, comprising: whether the number of users at least one community checked in the current application program with community reaches pre-set user number threshold value；If so, reaching each community of pre-set user number threshold value for number of users, the history chat data in the community preset time period is obtained；At least N number of data label is extracted from the history chat data；For each data label, obtains in the community to the interested user identifier of current data label, establish each data label and the corresponding relationship to the interested user identifier of the data label；To there are all user identifiers of corresponding relationship to form a sub- community with each data label.The identical user of interest is divided into corresponding community according to user in the history chat data of community by the present invention, thereby may be ensured that the activity of the user in each community.
Description
Technical field
The present invention relates to community construction method, especially a kind of network-based community construction method.
Background technique
Community is that the activity of the user based on user's creation directly determines that the viscosity of community and community are potentially worth.
On the other hand, whether community maintenance and operation are smooth efficiently directly concerning the usage experience of user, also directly determine community
Management cost, and finally determine whether community can be with Continuous optimization.
User is organized in community with a kind of relationship of Weak link to community at the beginning of establishment.As time goes by, community
Connection relationship between inner part user can gradually increase, and the connection relationship between certain customers can gradually weaken, in community more
There can be the user unrelated with community theme.That is, as time goes by, the viscosity of community gradually lowers, inevitable to occur
The case where being shielded, being taken pass.
Drawbacks described above is that those skilled in the art's expectation overcomes.
Summary of the invention
(1) technical problems to be solved
In order to solve the above problem of the prior art, the present invention provides a kind of network-based community construction method, according to
The identical user of interest is divided into corresponding community by user in the history chat data of community, thereby may be ensured that each society
The liveness of user inside the group keeps community to the viscosity of community user.
(2) technical solution
In order to achieve the above object, in a first aspect, the main technical schemes that the present invention uses include:
A kind of network-based community construction method, comprising:
Whether the number of users at least one community checked in the current application program with community reaches pre-set user
Number threshold value；
If so, reaching each community of pre-set user number threshold value for number of users, the community preset time period is obtained
Interior history chat data；At least N number of data label is extracted from the history chat data, N is the integer greater than 2；
For each data label, obtains in the community to the interested user identifier of current data label, establish
Each data label and the corresponding relationship to the interested user identifier of the data label；
To there are all user identifiers of corresponding relationship to form a sub- community with each data label, wherein the sub- society
Group's is identified as the data label with corresponding relationship.
Further, in the method, each data label is established and to the interested user identifier of the data label
Before the step of corresponding relationship, further includes:
For each data label, check whether the quantity to the interested user identifier of the data label is greater than present count
Magnitude；
Current data label and the corresponding relationship to the interested user identifier of the data label are established if so, executing；
Otherwise, current data label and the corresponding relationship to the interested user identifier of the data label are not established.
Further, in the method, the user of at least one community in the current application program with community is checked
Before the step of whether quantity reaches preset threshold, further includes:
Receive the instruction for establishing the first application program neutron community of community administrator triggering；
Correspondingly, whether the number of users at least one community checked in the current application program with community reaches pre-
If the step of number of users threshold value, includes:
Check whether the number of users of at least one community in the first application program reaches pre-set user number threshold value.
Further, in the method, the step of extracting at least N number of data label from the history chat data, packet
It includes:
It is more than pre- for extracting the frequency of occurrences from the history chat data based on machine learning algorithm or character recognition technology
If at least two keywords of frequency threshold/picture, using keyword/picture of extraction as data label.
Further, in the method, there are all user identifiers of corresponding relationship to form one each data label
Sub- community, the step of being identified as the data label with corresponding relationship of the sub- community, comprising:
All data labels are shown to community administrator, so that community administrator selects the sub- community for needing to construct；
Receive at least one data label of community administrator selection；
Correspondingly, the data label selected according to community administrator will have corresponding relationship with the data label of selection
All user identifiers form a sub- community.
Further, the method also includes:
Whether the number of users at least one community periodically checked in the current application program with community reaches pre-
If threshold value；
If so, the prompt information for whether constructing sub- community issued, the prompt information includes: application program identification, answers
It is greater than the mark of the community of preset threshold with number of users in program.
In order to achieve the above object, second aspect, the main technical schemes that the present invention uses further include:
A kind of network-based community construction device, comprising:
Community constructs judgment module, the user of at least one community for checking in the current application program with community
Whether quantity reaches pre-set user number threshold value；If so, reaching each community of pre-set user number threshold value for number of users, obtain
Take the history chat data in the community preset time period；At least N number of data label, N are extracted from the history chat data
For the integer greater than 2；
Community constructs preparation module, for being directed to each data label, obtains in the community to current data label
Interested user identifier establishes each data label and the corresponding relationship to the interested user identifier of the data label；
Module is completed in community building, all user identifiers composition one for will have corresponding relationship with each data label
A sub- community, wherein the sub- community is identified as the data label with corresponding relationship.
Further, described device, further include community building confirmation module, for establish each data label with to this
Before the corresponding relationship of the interested user identifier of data label, for each data label, check emerging to the data label sense
Whether the quantity of the user identifier of interest is greater than present count magnitude；
Current data label and the corresponding relationship to the interested user identifier of the data label are established if so, executing；
Otherwise, current data label and the corresponding relationship to the interested user identifier of the data label are not established.
Further, described device further includes community building trigger module, for checking the current application with community
Before whether the number of users of at least one community in program reaches preset threshold, the foundation of community administrator triggering is received
The instruction of first application program neutron community；
Correspondingly, the community building judgment module is used to check the number of users of at least one community in the first application program
Whether amount reaches pre-set user number threshold value.
It should be appreciated that described device is located in server, perhaps it is located in intelligent terminal or is helped positioned at individual digital
In reason, either it is located in desktop computer or laptop computer.
(3) beneficial effect
The beneficial effects of the present invention are: the present invention provides a kind of network-based community construction method, according to user in society
The identical user of interest is divided into corresponding community by the history chat data of group, thereby may be ensured that each society user inside the group
Liveness, keep community to the viscosity of community user.
Detailed description of the invention
Fig. 1 is the flow diagram of one embodiment of the invention；
Fig. 2 is the composition schematic diagram of another embodiment of the present invention.
Specific embodiment
In order to preferably explain the present invention, in order to understand, with reference to the accompanying drawing, by specific embodiment, to this hair
It is bright to be described in detail.
As shown in Figure 1, the network-based community construction method of one embodiment of the invention, comprising:
Step S1: whether the number of users at least one community checked in the current application program with community reaches pre-
If number of users threshold value；
If so, reaching each community of pre-set user number threshold value for number of users, the community preset time period is obtained
Interior history chat data；At least N number of data label is extracted from the history chat data, N is the integer greater than 2；
Step S2: being directed to each data label, obtains in the community and marks to the interested user of current data label
Know, establishes each data label and the corresponding relationship to the interested user identifier of the data label；
Step S3: will there are all user identifiers of corresponding relationship to form a sub- community with each data label, wherein
The sub- community is identified as the data label with corresponding relationship.
It should be noted that pre-set user number threshold value be community administrator according to the characteristics of community and the characteristics of user to society
The technological means that group's scale is controlled, for making community be maintained at the rule appropriate for being conducive to excite and keep liveness
Mould.
Similar therewith, preset time period is also community administrator according to the characteristics of community and the characteristics of user updates community
The technological means that frequency is controlled, for so that community maintains biggish liveness.It should be appreciated that in concrete application
When, preset time period can according to need flexible setting, such as: the different corresponding preset time periods of the application program with community
It is possibly different from；The corresponding preset time period of difference community is possibly different from the same application program with community；
In the same application program with community the corresponding preset time period of same community in different time points on be possibly different from.
It should be noted that the common skill in this field can be used by judging whether user identifier is interested in current data label
Art personnel it is conceivable that any technological means, be not defined here.For example, can be according to the chat record of user identifier
In, the frequency number for actively issuing the message that the message comprising current data label or passive response bag contain current data label comes
Judge whether the user identifier is interested in current data label.
It should be appreciated that when it is implemented, the network-based community construction method of one embodiment of the invention is will be with
When there are each data label all user identifiers of corresponding relationship to form a sub- community, issued first to each user identifier
Sub- community enters group invitation, and receives the sound that for the sub- community enters group invitation of user's triggering in the corresponding terminal of user identifier
It answers；And according to the response, user identifier is formed into a sub- community.
The network-based community construction method of one embodiment of the invention reaches pre-set user number threshold for number of users
Each community of value, obtains the history chat data in the community preset time period；It is extracted from the history chat data
At least N number of data label；For each data label, obtains in the community and the interested user of current data label is marked
Know, establish each data label and will have with each data label to the corresponding relationship of the interested user identifier of the data label
A sub- community is formed by all user identifiers of corresponding relationship.
The network-based community construction method of one embodiment of the invention, which realizes, draws the identical user of current interest
It assigns in corresponding community, thereby may be ensured that the activity of the user in each community, keep community to the viscosity of community user.
Further, in the step S2, each data label is established and to the interested user identifier of the data label
Corresponding relationship the step of before, can also include the following steps:
For each data label, check whether the quantity to the interested user identifier of the data label is greater than present count
Magnitude；
If so, the current data label of establishing executed in above-mentioned steps S2 is marked with to the interested user of the data label
The corresponding relationship of knowledge；
Otherwise, it does not execute in step S2 and does not establish current data label and to the interested user identifier of the data label
Corresponding relationship.
Made by judging the quantity to the interested user identifier of each data label whether newly-built one correspond to
The network-based community construction method of the community of the data label sense, one embodiment of the invention can avoid the occurrence of smaller rule
The community of mould reduces the risk for creating new group to actively avoid the occurrence of the insufficient invalid community of the activity of the user in community,
Guarantee the validity of the new group of creation.
Further, in the method, before step S1, can also include:
Receive the instruction for establishing the first application program neutron community of community administrator triggering；
Correspondingly, in step S1, the number of users of at least one community in the current application program with community is checked
The step of whether reaching pre-set user number threshold value include:
Check whether the number of users of at least one community in the first application program reaches pre-set user number threshold value.
For example, the first application program can be current microblogging wechat etc., and community can be regarded as the community in wechat, or
Person know in some forum group or ends of the earth community in some forum group etc..
The network-based community construction method of one embodiment of the invention can be to multiple application programs with community
Carry out community building.In the specific implementation, the network-based community construction method of one embodiment of the invention is in response to community
Administrator triggering the instruction for establishing a certain application program neutron community and community construction work is unfolded so that community building have more
Targetedly.
For example, in preceding method, at least N number of data label is extracted from the history chat data in step S1
The step of, comprising:
It is more than pre- for extracting the frequency of occurrences from the history chat data based on machine learning algorithm or character recognition technology
If at least two keywords of frequency threshold/picture, using keyword/picture of extraction as data label.
For including text information or pictorial information in history chat data, one embodiment of the invention based on network
Community construction method be based on machine learning algorithm or character recognition technology and extract the frequency of occurrences from the history chat data
More than at least two keywords/picture of predeterminated frequency threshold value, and using keyword/picture of extraction as data label, thus
The interested data label that user in current community can accurately be obtained, according to data label by the identical use of current interest
Family is divided into corresponding community, thereby may be ensured that the activity of the user in each community, keeps community to community user
Viscosity.
In practical applications, it can not limit using machine learning algorithm or character recognition technology, other can identify number
According to the technology of the information of the high content of middle keyword/picture or other frequencies of occurrences.
In practical applications, in preceding method, in step S3, each data label is had to all users of corresponding relationship
Mark one sub- community of composition, the step of being identified as the data label with corresponding relationship of the sub- community specifically include:
All data labels are shown to community administrator, so that community administrator selects the sub- community for needing to construct；
Receive at least one data label of community administrator selection；
Correspondingly, the data label selected according to community administrator will have corresponding relationship with the data label of selection
All user identifiers form a sub- community.
All data labels are shown to community administrator, so that community administrator selects that the sub- community constructed is needed to make
Obtaining in community building can not meet in conjunction with the expertise or selection tendency of community administrator so as to actively avoid creating
Expected community is managed, the risk for creating new group is reduced, guarantees the validity of the new group of creation.
In an optional implementation manner, preceding method can also include the steps that following S4 being not shown in the figure:
S4, periodically check whether the number of users of at least one community in the current application program with community reaches
Preset threshold；
If so, the prompt information for whether constructing sub- community issued, the prompt information includes: application program identification, answers
It is greater than the mark of the community of preset threshold with number of users in program.
The network-based community construction method of one embodiment of the invention, which can be checked periodically, currently has community
Whether the number of users of at least one community in application program reaches preset threshold；If so, issuing whether construct sub- community
Prompt information, the prompt information includes: application program identification, number of users is greater than the community of preset threshold in application program
Mark.The network-based community construction method of one embodiment of the invention creates mentioning for new group by active automatic detecting
Show that there is higher degree of intelligence, man-machine interaction is more preferable, will save the time of community administrator, improves the efficiency of management.
It should be appreciated that when it is implemented, the network-based community construction method of one embodiment of the invention can also be with
Similarity mode is carried out to the data label obtained for history chat record in different community, and similarity mode degree is expired
At least one data label of sufficient given threshold regards as identical data label, then is obtained in different community respectively to current number
According to the interested user identifier of label, data label is established with the corresponding relationship to the interested user identifier of the data label simultaneously
There are all user identifiers of corresponding relationship to form a sub- community data label identical with this, wherein the sub- community
It is identified as the data label with corresponding relationship.By similarity mode, the identical user of interest in different community can be marked
Knowledge is integrated into the same community, thereby may be ensured that the activity of the user in each community, keeps community to community user's
Viscosity.
It should be noted that the network-based community construction method of one embodiment of the invention can be applied in server
In, in intelligent terminal, in personal digital assistant perhaps in desktop computer or in laptop computer.As long as being transported in the terminal
Row has the application program with community, so that it may using the network-based community construction method of one embodiment of the invention to society
Group is managed, and the identical user of interest is divided into corresponding community in the history chat data of community according to user,
It thereby may be ensured that the activity of the user in each community, keep community to the viscosity of community user.
As shown in Fig. 2, the network-based community construction device of another embodiment of the present invention, comprising:
Community constructs judgment module 100, at least one community for checking in the current application program with community
Whether number of users reaches pre-set user number threshold value；If so, reaching each society of pre-set user number threshold value for number of users
Group, obtains the history chat data in the community preset time period；At least N number of data mark is extracted from the history chat data
Label, N are the integer greater than 2；
Community constructs preparation module 200, for being directed to each data label, obtains in the community to current data mark
Interested user identifier is signed, each data label and the corresponding relationship to the interested user identifier of the data label are established；
Module 300 is completed in community building, all user identifier groups for will have corresponding relationship with each data label
At a sub- community, wherein the sub- community is identified as the data label with corresponding relationship.
Further, described device can also include that community constructs confirmation module 210, for establishing each data label
Before the corresponding relationship to the interested user identifier of the data label, for each data label, check to the data mark
Whether the quantity for signing interested user identifier is greater than present count magnitude；
If so, module 300 is completed in community building establishes current data label and to the interested user of the data label
The corresponding relationship of mark；
Otherwise, community building completes module 300 and does not establish current data label and to the interested user of the data label
The corresponding relationship of mark.
Further, described device can also include that community constructs trigger module 400, for checking currently there is community
Application program at least one community number of users whether reach preset threshold before, receive community administrator triggering
The instruction for establishing the first application program neutron community；
Correspondingly, the community building judgment module 100 is used to check the use of at least one community in the first application program
Whether amount amount reaches pre-set user number threshold value.
It should be appreciated that described device is located in server, perhaps it is located in intelligent terminal or is helped positioned at individual digital
In reason, either it is located in desktop computer or laptop computer.
The network-based community construction device of another embodiment of the present invention can chat according to user in the history of community
The identical user of interest is divided into corresponding community by data, thereby may be ensured that the activity of the user in each community,
Keep community to the viscosity of community user.
The technical principle that detailed description of the preferred embodimentsthe present invention has been described is combined above.These descriptions are intended merely to explain the present invention
Principle, and shall not be construed in any way as a limitation of the scope of protection of the invention.Based on the explanation herein, art technology
Personnel, which do not need to make the creative labor, can associate the other specific embodiments of the present invention, these modes fall within this hair
Within bright protection scope.
Claims (4)
1. a kind of network-based community construction method characterized by comprising
Whether the number of users at least one community checked in the current application program with community reaches pre-set user number threshold
Value；
If so, reaching each community of pre-set user number threshold value for number of users, obtain in the community preset time period
History chat data；At least N number of data label is extracted from the history chat data, N is the integer greater than 2；
For each data label, obtains in the community to the interested user identifier of current data label, establish each
Data label and the corresponding relationship to the interested user identifier of the data label；
To there are all user identifiers of corresponding relationship to form a sub- community with each data label, wherein the sub- community
It is identified as the data label with corresponding relationship；
Wherein, it establishes before the step of each data label is with to the corresponding relationship of the interested user identifier of the data label,
The method also includes:
For each data label, check whether the quantity to the interested user identifier of the data label is greater than preset quantity
Value；
Current data label and the corresponding relationship to the interested user identifier of the data label are established if so, executing；
Otherwise, current data label and the corresponding relationship to the interested user identifier of the data label are not established；
Whether reach preset threshold in the number of users at least one community checked in the current application program with community
Before step, the method also includes:
Receive the instruction for establishing the first application program neutron community of community administrator triggering；
Correspondingly, whether the number of users at least one community checked in the current application program with community reaches default use
The step of amount threshold value includes:
Check whether the number of users of at least one community in the first application program reaches pre-set user number threshold value；
The method also includes:
Whether the number of users at least one community periodically checked in the current application program with community reaches default threshold
Value；
If so, the prompt information for whether constructing sub- community issued, the prompt information includes: application program identification, using journey
Number of users is greater than the mark of the community of preset threshold in sequence；
The step of extracting at least N number of data label from the history chat data, comprising:
Extracting the frequency of occurrences from the history chat data based on machine learning algorithm or character recognition technology is more than default frequency
At least two keywords of rate threshold value/picture, using keyword/picture of extraction as data label, the history chat data
In include text information or pictorial information, based on machine learning algorithm or character recognition technology from the history chat data
At least two keywords/picture that the frequency of occurrences is more than predeterminated frequency threshold value is extracted, and using keyword/picture of extraction as number
According to label, to accurately obtain the interested data label of user in current community, according to data label by current interest
Identical user is divided into corresponding community, guarantees the activity of the user in each community, keeps community to community user
Viscosity.
2. the method according to claim 1, wherein each data label to be had to all users of corresponding relationship
Mark one sub- community of composition, the step of being identified as the data label with corresponding relationship of the sub- community, comprising:
All data labels are shown to community administrator, so that community administrator selects the sub- community for needing to construct；
Receive at least one data label of community administrator selection；
Correspondingly, the data label selected according to community administrator will have all of corresponding relationship with the data label of selection
User identifier forms a sub- community.
3. a kind of network-based community construction device characterized by comprising
Community constructs judgment module, the number of users of at least one community for checking in the current application program with community
Whether pre-set user number threshold value is reached；If so, reaching each community of pre-set user number threshold value for number of users, obtaining should
History chat data in community preset time period；At least N number of data label is extracted from the history chat data, N is big
In 2 integer；
Community constructs preparation module, for being directed to each data label, obtains emerging to current data label sense in the community
The user identifier of interest establishes each data label and the corresponding relationship to the interested user identifier of the data label；
Module is completed in community building, for will have all user identifiers of corresponding relationship to form a son with each data label
Community, wherein the sub- community is identified as the data label with corresponding relationship；
It further include community building confirmation module, for establishing each data label and being marked to the interested user of the data label
Before the corresponding relationship of knowledge, for each data label, check to the quantity of the interested user identifier of the data label whether
Greater than present count magnitude；
If so, module is completed in community building establishes current data label and pair to the interested user identifier of the data label
It should be related to；
Otherwise, community building completes module and does not establish current data label and pair to the interested user identifier of the data label
It should be related to；
It further include community building trigger module, at least one community checked in the current application program with community
Before whether number of users reaches preset threshold, receive community administrator triggering establishes the first application program neutron community
Instruction；
Correspondingly, the community building judgment module is used to check that the number of users of at least one community in the first application program to be
It is no to reach pre-set user number threshold value；
The step of extracting at least N number of data label from the history chat data, comprising:
Extracting the frequency of occurrences from the history chat data based on machine learning algorithm or character recognition technology is more than default frequency
At least two keywords of rate threshold value/picture, using keyword/picture of extraction as data label, the history chat data
In include text information or pictorial information, based on machine learning algorithm or character recognition technology from the history chat data
At least two keywords/picture that the frequency of occurrences is more than predeterminated frequency threshold value is extracted, and using keyword/picture of extraction as number
According to label, to accurately obtain the interested data label of user in current community, according to data label by current interest
Identical user is divided into corresponding community, guarantees the activity of the user in each community, keeps community to community user
Viscosity.
4. device according to claim 3, which is characterized in that described device is located in server, or is located at intelligence eventually
In end, perhaps it is located in personal digital assistant or is located in desktop computer or laptop computer.
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| CN108269196A (en) * | 2017-12-01 | 2018-07-10 | 优视科技有限公司 | Add in the method, apparatus and computer equipment of network social association |
| CN108052568B (en) * | 2017-12-07 | 2020-11-10 | 百度在线网络技术（北京）有限公司 | Feature screening method, device, terminal and medium |
| CN110401545B (en) * | 2019-06-18 | 2023-07-25 | 平安科技（深圳）有限公司 | Chat group creation method, chat group creation device, computer equipment and storage medium |
| CN111325519B (en) * | 2020-01-21 | 2023-04-18 | 成都市第四人民医院 | Management system of quality control circle |
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| CN104079960A (en) * | 2013-12-05 | 2014-10-01 | 深圳市腾讯计算机系统有限公司 | File recommending method and device |
| CN104869048A (en) * | 2014-02-24 | 2015-08-26 | 腾讯科技（北京）有限公司 | Grouping processing method, device and system of MicroBlog data |
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