CN109191058A - A kind of workflow template recommended method and system towards numerical simulation community - Google Patents
A kind of workflow template recommended method and system towards numerical simulation community Download PDFInfo
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Abstract
The present invention provides a kind of workflow template recommended method and system towards numerical simulation community, is related to computer field, can be improved the efficiency and satisfaction of user's numerical simulation and calculating.The described method includes: obtaining community target user information, filter out that there are community's friend informations of the required degree of association with the community target user, and obtains the workflow template information of the community target user and the community good friend filtered out；The information of community target user is compared with the community's friend information filtered out, obtains similar community users；The workflow template information that the workflow template information of community target user is uploaded with the community good friend filtered out is compared, similar operation flow template is obtained；The workflow template that similar community users upload is recommended mutually between corresponding similar community users, similar operation flow template is recommended mutually between corresponding upload user simultaneously, the union for taking two recommendation results, as final workflow template recommendation results.
Description
Technical field
The present invention relates to computer fields, particularly relate to a kind of workflow template recommended method towards numerical simulation community
And system.
Background technique
Software individually calls in high-performance numerical simulation in the prior art community, more demanding to the background knowledge of user,
And lacking a kind of intelligent workflow template recommender system can be efficient to use according to general character/individual demand of user
Recommend applicable workflow template in family.
Summary of the invention
The technical problem to be solved in the present invention is to provide a kind of workflow template recommended methods towards numerical simulation community
And system, to solve that applicable work can not be recommended for user according to general character/individual demand of user present in the prior art
The problem of making flow template.
It is pushed away in order to solve the above technical problems, the embodiment of the present invention provides a kind of workflow template towards numerical simulation community
Recommend method, comprising:
Community target user information is obtained, filters out that there are the community good friends of the required degree of association with the community target user
Information, and obtain the workflow template information of the community target user and the community good friend filtered out, wherein the community of acquisition
The numerical simulation demand and community operation behavior of target user's information and workflow template information to characterize user；
The information of community target user is compared with the community's friend information filtered out, obtains similar community users；
The workflow template information that the workflow template information of community target user is uploaded with the community good friend filtered out
It is compared, obtains similar operation flow template；
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, simultaneously will
Similar operation flow template is recommended mutually between corresponding upload user, takes the union of two recommendation results, as final work
Make flow template recommendation results.
Further, acquisition community target user's information, filters out that there are required passes with the community target user
Community's friend information of connection degree, and obtain the workflow template packet of the community target user and the community good friend filtered out
It includes:
From preset database, obtain community target user information, the community target user single order friend information,
The second order friend information of the community target user, wherein the single order good friend of community target user is the society of community target user
Area good friend, the second order good friend of community target user are the community good friend of the single order good friend of community target user；
Determine the degree of association between the community target user and its single order good friend, filtered out from the single order good friend with
Highest several single orders good friend of the community target user degree of association；
Determine the degree of association between the single order good friend of the community target user and the second order good friend of community target user, from
It is filtered out in the second order good friend and highest several second orders good friend of the single order good friend degree of association；
From preset database, the work of single order good friend and second order good friend that obtains the community target user and filter out
Make flow template information.
Further, community's target user's information of acquisition includes: the occupation of user, community's column of user's concern, use
The community good friend of workflow template, user that family uploads.
Further, the degree of association between the community target user and its single order good friend by it is between the two interact it is always secondary
Number determines.
Further, the workflow template information of acquisition include: applicable ambit, the scientific software that uses, template
Upload user；
Wherein, the quantity for the workflow template that each user uploads is one or more.
Further, the information by community target user is compared with the community's friend information filtered out, obtains
Similar community users include:
By the information of the single order good friend and second order good friend of the information of community target user and the community target user filtered out
It is compared, the user containing identical element label is classified as similar community users.
Further, the work that the workflow template information by community target user is uploaded with the community good friend filtered out
Make flow template information to be compared, obtaining similar operation flow template includes:
By workflow template information that community target user uploads and the single order good friend of community target user filtered out and
The workflow template information that second order good friend uploads is compared, and the workflow template containing identical element label is classified as similar
Workflow template.
Further, the workflow template that similar community users are uploaded is mutual between corresponding similar community users
Mutually recommend, while similar operation flow template being recommended mutually between corresponding upload user, takes the union of two recommendation results,
Include: as final workflow template recommendation results
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, is obtained new
User template correspond to recommendation relationship Z1, while similar operation flow template being recommended mutually between corresponding upload user, it obtains
Recommendation relationship Z is corresponded to new user template2；
Take Z1And Z2Union, obtain final workflow template recommendation results Z=Z1∪Z2；
After obtaining Z, the method also includes:
The mailbox filled in when workflow template in Z is sent to corresponding user's registration community；
Workflow template in Z is directly recommended to the main interface of corresponding user login community.
The embodiment of the present invention also provides a kind of workflow template recommender system towards numerical simulation community, comprising:
Data obtaining module filters out that there are institutes with the community target user for obtaining community's target user's information
Community's friend information of the degree of association is needed, and obtains the workflow template letter of the community target user and the community good friend filtered out
Breath, wherein numerical simulation demand and society of the community's target user's information and workflow template information of acquisition to characterize user
Area's operation behavior；
User's comparison module, for the information of community target user to be compared with the community's friend information filtered out,
Obtain similar community users；
Template matching module, for uploading the workflow template information of community target user with the community good friend filtered out
Workflow template information be compared, obtain similar operation flow template；
Match recommending module, workflow template for uploading similar community users corresponding similar community users it
Between recommend mutually, while similar operation flow template being recommended mutually between corresponding upload user, takes two recommendation results
Union, as final workflow template recommendation results.
Further, the matching recommending module includes: recommending module；
The recommending module includes:
Mailbox recommending module is filled out when for the workflow template in recommendation results to be sent to corresponding user's registration community
The mailbox write；
Community's window recommending module logs in society for workflow template in recommendation results directly to be recommended to corresponding user
The main interface in area.
The advantageous effects of the above technical solutions of the present invention are as follows:
In above scheme, community target user information is obtained, filters out that there are required associations with the community target user
Community's friend information of degree, and obtain the workflow template information of the community target user and the community good friend filtered out；It will
The information of community target user is compared with the community's friend information filtered out, obtains similar community users；By community's target
The workflow template information that the workflow template information of user is uploaded with the community good friend filtered out is compared, and obtains similar work
Make flow template；The workflow template that similar community users upload is recommended mutually between corresponding similar community users, simultaneously
Similar operation flow template is recommended mutually between corresponding upload user, the union of two recommendation results is taken, as final
Workflow template recommendation results.In this way, recommending applicable work for it according to the numerical simulation demand and community operation behavior of user
Make flow template, the efficiency and satisfaction of user's numerical simulation and calculating can be greatly improved.
Detailed description of the invention
Fig. 1 is that the process of the workflow template recommended method provided in an embodiment of the present invention towards numerical simulation community is illustrated
Figure；
Fig. 2 is Relational Evaluation flow diagram provided in an embodiment of the present invention；
Fig. 3 is that user information provided in an embodiment of the present invention compares flow diagram；
Fig. 4 is template matching flow diagram provided in an embodiment of the present invention；
Fig. 5 is matching recommended flowsheet schematic diagram provided in an embodiment of the present invention；
Fig. 6 is the structural representation of the workflow template recommender system provided in an embodiment of the present invention towards numerical simulation community
Figure.
Specific embodiment
To keep the technical problem to be solved in the present invention, technical solution and advantage clearer, below in conjunction with attached drawing and tool
Body embodiment is described in detail.
The present invention can not recommend applicable workflow for user according to general character/individual demand of user for existing
The problem of template, provides a kind of workflow template recommended method and system towards numerical simulation community.
Embodiment one
As shown in Figure 1, the workflow template recommended method provided in an embodiment of the present invention towards numerical simulation community, packet
It includes:
S110 obtains community target user information, filters out that there are the societies of the required degree of association with the community target user
Area's friend information, and obtain the workflow template information of the community target user and the community good friend filtered out, wherein it obtains
Numerical simulation demand and community operation behavior to characterize user of community's target user's information and workflow template information；
The information of community target user is compared with the community's friend information filtered out, obtains similar community by S120
User；
S130, the workflow template that the workflow template information of community target user is uploaded with the community good friend filtered out
Information is compared, and obtains similar operation flow template；
S140 recommends mutually the workflow template that similar community users upload between corresponding similar community users,
Similar operation flow template is recommended mutually between corresponding upload user simultaneously, the union of two recommendation results is taken, as most
Whole workflow template recommendation results.
Towards the workflow template recommended method of numerical simulation community described in the embodiment of the present invention, obtains community's target and use
Family information, filters out that there are community's friend informations of the required degree of association with the community target user, and obtains community's mesh
Mark the workflow template information of user and the community good friend filtered out；The information of community target user and the community that filters out is good
Friendly information is compared, and obtains similar community users；By the workflow template information of community target user and the community filtered out
The workflow template information that good friend uploads is compared, and obtains similar operation flow template；The work that similar community users are uploaded
Flow template is recommended mutually between corresponding similar community users, at the same by similar operation flow template corresponding upload user it
Between recommend mutually, the union of two recommendation results is taken, as final workflow template recommendation results.In this way, according to user's
Numerical simulation demand and community operation behavior recommend applicable workflow template for it, can greatly improve user's numerical simulation
With the efficiency and satisfaction of calculating.
In the present embodiment, the form of workflow template is that typical application is solidificated in workflow template, user according to
Corresponding template, which carries out easy configuration and adjustment, can carry out the numerical simulation calculation of Complicated Flow.
In the specific embodiment of the aforementioned workflow template recommended method towards numerical simulation community, further,
Acquisition community target user's information, filters out that there are the community good friend of required degree of association letters with the community target user
Breath, and the workflow template information for obtaining the community target user and the community good friend filtered out includes:
From preset database, obtain community target user information, the community target user single order friend information,
The second order friend information of the community target user, wherein the single order good friend of community target user is the society of community target user
Area good friend, the second order good friend of community target user are the community good friend of the single order good friend of community target user；
Determine the degree of association between the community target user and its single order good friend, filtered out from the single order good friend with
Highest several single orders good friend of the community target user degree of association；
Determine the degree of association between the single order good friend of the community target user and the second order good friend of community target user, from
It is filtered out in the second order good friend and highest several second orders good friend of the single order good friend degree of association；
From preset database, the work of single order good friend and second order good friend that obtains the community target user and filter out
Make flow template information.
In the present embodiment, it (includes: community target user and its single order that community registry user is stored in preset database
Good friend, second order good friend) detailed personal information, comprising: the occupation of user, user concern community's column, user upload work
Make flow template, the community good friend of user, comment information, contact details etc.；Each work is also stored in the preset database
Make the details of flow template, wherein the details of workflow template include: applicable ambit, use science it is soft
The upload user of part, template.
In the present embodiment, the single order good friend is the good friend for having direct friend relation with the community target user, i.e.,
The community good friend of the community target user；The second order good friend is to have indirect friend relation with the community target user
Good friend, i.e., the community good friend of the single order good friend of the described community target user.In the present embodiment, the community target user and one
The degree of association between rank good friend is determined by interaction total degree between the two.
In the present embodiment, the specific steps for screening the single order good friend of community target user may include:
Firstly, determining community target user, it is assumed that it has M single order good friend, then the user by storing in database
Data obtain the number sum array K={ k that community target user and its M single order good friend mutually comment on, contact1、k2、
k3……kM, element represents the degree of association of community target user Yu its single order good friend in array.Array interior element is arranged in descending order
Column, take out top n element, as with the highest N number of single order good friend of community's target user's degree of association, wherein N≤M.
In the present embodiment, screening second order good friend step is same as above, it can filters out N2A second order good friend.
In the present embodiment, after screening, the available community target user and the single order good friend filtered out and two
The information of rank good friend, wherein obtained community's target user's information includes: the occupation of user, and community's column of user's concern is used
The community good friend of workflow template, user that family uploads；Obtained single order, second order friend information is used with obtained community's target
Family information is consistent.
In the present embodiment, scientific software, mould that the workflow template information of acquisition includes: applicable ambit, uses
The upload user of plate.
In the present embodiment, each user can upload one or more workflow templates, i.e. user and workflow in community
Corresponding relationship between template is one-to-one or one-to-many.
In the specific embodiment of the aforementioned workflow template recommended method towards numerical simulation community, further,
The information by community target user is compared with the community's friend information filtered out, obtains similar community users and includes:
By the information of the single order good friend and second order good friend of the information of community target user and the community target user filtered out
It is compared, according to the similitude between user, the user containing identical element label is classified as similar community users.
In the specific embodiment of the aforementioned workflow template recommended method towards numerical simulation community, further,
The workflow template information that the workflow template information by community target user is uploaded with the community good friend filtered out carries out
It compares, obtaining similar operation flow template includes:
By workflow template information that community target user uploads and the single order good friend of community target user filtered out and
The workflow template information that second order good friend uploads is compared, and according to the similitude between workflow template, will contain identical member
The workflow template of plain label is classified as similar operation flow template.
In the specific embodiment of the aforementioned workflow template recommended method towards numerical simulation community, further,
The workflow template that similar community users are uploaded is recommended mutually between corresponding similar community users, while will be similar
Workflow template is recommended mutually between corresponding upload user, takes the union of two recommendation results, as final workflow
Template recommendation results include:
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, generates one
A new user template corresponds to recommendation relationship Z1, while similar operation flow template being pushed away mutually between corresponding upload user
It recommends, generates a new user template and correspond to recommendation relationship Z2；
Take Z1And Z2Union, obtain final workflow template recommendation results Z=Z1∪Z2；
After obtaining Z, the workflow template in Z is recommended into corresponding user, is specifically included:
The mailbox filled in when workflow template in Z is sent to corresponding user's registration community；
Workflow template in Z is directly recommended to the main interface of corresponding user login community.
For a better understanding of the present invention described in embodiment towards the workflow template recommended method of numerical simulation community,
It is illustrated in conjunction with specific embodiments, it is assumed that community target user is the user A in database, to user's A recommended work stream
Template, M=50, N=2.
Firstly, server end is scanned the information stored in database, obtain in the information and user of all users
The information of the workflow template of biography；
Selection user A, user A have M (M=50) name single order good friend, then count this 50 single order good friends respectively and user A is mutual
Dynamic total degree must interact total degree array K={ k1、k2、k3……k50, element in array is pressed into numerical values recited sort descending,
N=2 takes the corresponding single order good friend of preceding 2 numerical value to choose this 2 as with the highest 2 single order good friends of user's A degree of association
The user information of rank good friend, as shown in Figure 2.
It can similarly obtain the user information of 4 second order good friends.
So far, the information of 7 users has been obtained, comprising: user A information, the single order friend information of 2 user A, 4 use
The second order friend information of family A and they it is corresponding on the workflow template that is transmitted through, as shown in table 1.
The information for the user that table 1 obtains
| User | Occupation | Community's column of concern | The workflow template of upload |
| User A | Math teacher | Higher mathematics community | Template 1 |
| Single order good friend 1 | Doctor | Chemical experiment | Template 2, template 3 |
| Single order good friend 2 | Mathematics fan | Higher mathematics | Template 4 |
| Second order good friend 1 | Biologist | Biological prefecture | Template 5 |
| Second order good friend 2 | Natural science | Earth geography | Template 6 |
| Second order good friend 3 | Chemical analysis person | Chemical experiment | Template 7 |
| Second order good friend 4 | Architect | Project cost | Template 8 |
As shown in figure 3, by the single order good friend and second order of the information of community target user and the community target user filtered out
The information of good friend is compared, and the user containing identical element label is classified as similar community users, according to table 1: using
Family A and single order good friend 2 are directed to art of mathematics, are similar users；Single order good friend 1 and second order good friend 3 are directed to chemical field, are
Similar users.
As shown in Table 1: 8 workflow templates are transmitted through on 7 users are total, the information of workflow template is as shown in table 2:
2 workflow template information of table
| Template | Field | Software | Upload user |
| Template 1 | Mathematics | matlab、maple | User A |
| Template 2 | Medicine, chemistry | Chemoffice、Wien2k | Single order good friend 1 |
| Template 3 | Medicine | Wien2k | Single order good friend 1 |
| Template 4 | Mathematics | mathematica | Single order good friend 2 |
| Template 5 | Biology | paraview | Second order good friend 1 |
| Template 6 | It is geographical | EXCEL | Second order good friend 2 |
| Template 7 | Chemistry | chemdrawpro | Second order good friend 3 |
| Template 8 | Building | EXCEL | Second order good friend 4 |
In table 2, chemoffice, Wien2K etc. are all relevant art scientific software.
As shown in figure 4, by workflow template information that community target user uploads with the community target user's that filters out
The workflow template information that single order good friend and second order good friend upload is compared, by the workflow template containing identical element label
It is classified as similar operation flow template；According to table 2: template 1 and template 4 are directed to art of mathematics, are similar templates；Template 2
Medical domain is directed to template 3 and all has invoked Wien2k software, is similar templates；Template 6 and template 8 all have invoked
EXCEL software is similar templates.
As shown in figure 5, the workflow template that similar community users are uploaded is mutual between corresponding similar community users
Recommend, generates a new user template and correspond to recommendation relationship Z1, while by similar operation flow template in corresponding upload user
Between recommend mutually, generate a new user template correspond to recommendation relationship Z2；Integrate Z1And Z2, obtain final workflow mould
Plate recommendation results Z (S141):
| User | Consequently recommended template |
| User A | Template 4 |
| Single order good friend 1 | Nothing |
| Single order good friend 2 | Template 1 |
| Second order good friend 1 | Template 7 |
| Second order good friend 2 | Template 8 |
| Second order good friend 3 | Template 2, template 3 |
| Second order good friend 4 | Template 6 |
In the present embodiment, the workflow template in recommendation results is sent to corresponding user using mailbox recommending module and is infused
The mailbox filled in when volume community；Workflow template in recommendation results directly recommended to using community's window recommending module corresponding
The main interface (S142) of user login community.
Embodiment two
The present invention also provides a kind of specific embodiment of workflow template recommender system towards numerical simulation community, by
In the workflow template recommender system provided by the invention towards numerical simulation community and the aforementioned work towards numerical simulation community
The specific embodiment for making flow template recommended method is corresponding, and being somebody's turn to do the workflow template recommender system towards numerical simulation community can
To be achieved the object of the present invention by executing the process step in above method specific embodiment, thus it is above-mentioned towards numerical value
Explanation in the workflow template recommended method specific embodiment of virtual community, be also applied for it is provided by the invention towards
The specific embodiment of the workflow template recommender system of numerical simulation community, will in present invention specific embodiment below
It repeats no more.
As shown in fig. 6, the embodiment of the present invention also provides a kind of workflow template recommender system towards numerical simulation community,
Include:
Data obtaining module 11 filters out and exists with the community target user for obtaining community's target user's information
Community's friend information of the required degree of association, and obtain the workflow template of the community target user and the community good friend filtered out
Information, wherein the community's target user's information and workflow template information of acquisition to characterize user numerical simulation demand and
Community operation behavior；
User's comparison module 12, for comparing the information of community target user with the community's friend information filtered out
It is right, obtain similar community users；
Template matching module 13, for by the workflow template information of community target user and the community good friend that filters out
The workflow template information of biography is compared, and obtains similar operation flow template；
Recommending module 14 is matched, the workflow template for uploading similar community users is in corresponding similar community users
Between recommend mutually, while similar operation flow template being recommended mutually between corresponding upload user, takes two recommendation results
Union, as final workflow template recommendation results.
Towards the workflow template recommender system of numerical simulation community described in the embodiment of the present invention, obtains community's target and use
Family information, filters out that there are community's friend informations of the required degree of association with the community target user, and obtains community's mesh
Mark the workflow template information of user and the community good friend filtered out；The information of community target user and the community that filters out is good
Friendly information is compared, and obtains similar community users；By the workflow template information of community target user and the community filtered out
The workflow template information that good friend uploads is compared, and obtains similar operation flow template；The work that similar community users are uploaded
Flow template is recommended mutually between corresponding similar community users, at the same by similar operation flow template corresponding upload user it
Between recommend mutually, the union of two recommendation results is taken, as final workflow template recommendation results.In this way, according to user's
Numerical simulation demand and community operation behavior recommend applicable workflow template for it, can greatly improve user's numerical simulation
With the efficiency and satisfaction of calculating.
In the specific embodiment of the aforementioned workflow template recommender system towards numerical simulation community, further,
The matching recommending module includes: recommending module；
The recommending module includes:
Mailbox recommending module is filled out when for the workflow template in recommendation results to be sent to corresponding user's registration community
The mailbox write；
Community's window recommending module logs in society for workflow template in recommendation results directly to be recommended to corresponding user
The main interface in area.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.
The above is a preferred embodiment of the present invention, it is noted that for those skilled in the art
For, without departing from the principles of the present invention, several improvements and modifications can also be made, these improvements and modifications
It should be regarded as protection scope of the present invention.
Claims (10)
1. a kind of workflow template recommended method towards numerical simulation community characterized by comprising
Community target user information is obtained, filters out that there are the community good friend of required degree of association letters with the community target user
Breath, and obtain the workflow template information of the community target user and the community good friend filtered out, wherein community's mesh of acquisition
Mark the numerical simulation demand and community operation behavior of user information and workflow template information to characterize user；
The information of community target user is compared with the community's friend information filtered out, obtains similar community users；
The workflow template information that the workflow template information of community target user is uploaded with the community good friend filtered out is carried out
It compares, obtains similar operation flow template；
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, while will be similar
Workflow template is recommended mutually between corresponding upload user, takes the union of two recommendation results, as final workflow
Template recommendation results.
2. the workflow template recommended method according to claim 1 towards numerical simulation community, which is characterized in that described
Community target user information is obtained, filters out that there are community's friend informations of the required degree of association with the community target user, and
The workflow template information for obtaining the community target user and the community good friend filtered out includes:
From preset database, the single order friend information, described of community target user information, the community target user is obtained
The second order friend information of community target user, wherein the single order good friend of community target user is that the community of community target user is good
Friend, the second order good friend of community target user are the community good friend of the single order good friend of community target user；
Determine the degree of association between the community target user and its single order good friend, filtered out from the single order good friend with it is described
Highest several single orders good friend of community's target user's degree of association；
The degree of association between the single order good friend of the community target user and the second order good friend of community target user is determined, from described
It is filtered out in second order good friend and highest several second orders good friend of the single order good friend degree of association；
From preset database, the workflow of single order good friend and second order good friend that obtains the community target user and filter out
Template Information.
3. the workflow template recommended method according to claim 1 or 2 towards numerical simulation community, which is characterized in that
Community's target user's information of acquisition includes: the workflow mould of the occupation of user, community's column of user's concern, user's upload
Plate, user community good friend.
4. the workflow template recommended method according to claim 2 towards numerical simulation community, which is characterized in that described
The degree of association between community target user and its single order good friend is determined by the total degree that interacts between the two.
5. the workflow template recommended method according to claim 2 towards numerical simulation community, which is characterized in that obtain
Workflow template information include: applicable ambit, the upload user of the scientific software that uses, template；
Wherein, the quantity for the workflow template that each user uploads is one or more.
6. the workflow template recommended method according to claim 2 towards numerical simulation community, which is characterized in that described
The information of community target user is compared with the community's friend information filtered out, obtaining similar community users includes:
The information of community target user is carried out with the single order good friend of community target user and the information of second order good friend filtered out
It compares, the user containing identical element label is classified as similar community users.
7. the workflow template recommended method according to claim 1 towards numerical simulation community, which is characterized in that described
The workflow template information that the workflow template information of community target user is uploaded with the community good friend filtered out is compared,
Obtaining similar operation flow template includes:
By single order good friend and the second order of workflow template information and the community target user filtered out that community target user uploads
The workflow template information that good friend uploads is compared, and the workflow template containing identical element label is classified as similar operation
Flow template.
8. the workflow template recommended method according to claim 1 towards numerical simulation community, which is characterized in that described
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, while by similar operation
Flow template is recommended mutually between corresponding upload user, takes the union of two recommendation results, as final workflow template
Recommendation results include:
The workflow template that similar community users upload is recommended mutually between corresponding similar community users, obtains new use
Family template corresponds to recommendation relationship Z1, while similar operation flow template being recommended mutually between corresponding upload user, it obtains new
User template correspond to recommendation relationship Z2；
Take Z1And Z2Union, obtain final workflow template recommendation results Z=Z1∪Z2；
After obtaining Z, the method also includes:
The mailbox filled in when workflow template in Z is sent to corresponding user's registration community；
Workflow template in Z is directly recommended to the main interface of corresponding user login community.
9. a kind of workflow template recommender system towards numerical simulation community characterized by comprising
Data obtaining module filters out that there are required passes with the community target user for obtaining community's target user's information
Community's friend information of connection degree, and the workflow template information of the community target user and the community good friend filtered out are obtained,
Wherein, numerical simulation demand and community behaviour of the community's target user's information and workflow template information of acquisition to characterize user
Make behavior；
User's comparison module is obtained for the information of community target user to be compared with the community's friend information filtered out
Similar community users；
Template matching module, the work for uploading the workflow template information of community target user with the community good friend filtered out
Make flow template information to be compared, obtains similar operation flow template；
Recommending module is matched, the workflow template for uploading similar community users is mutual between corresponding similar community users
Mutually recommend, while similar operation flow template being recommended mutually between corresponding upload user, takes the union of two recommendation results,
As final workflow template recommendation results.
10. the workflow template recommender system according to claim 9 towards numerical simulation community, which is characterized in that institute
Stating matching recommending module includes: recommending module；
The recommending module includes:
Mailbox recommending module is filled in when for the workflow template in recommendation results to be sent to corresponding user's registration community
Mailbox；
Community's window recommending module, for workflow template in recommendation results directly to be recommended to corresponding user login community
Main interface.
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