CN115564313A - Shared service data management method and device based on shared management platform - Google Patents
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Abstract
The invention discloses a shared service data management method and a device based on a shared management platform, wherein the method comprises the following steps: the method comprises the steps that a sharing management platform obtains sharing project service requirement data of enterprise publishing users and generates sharing project service requirement publishing strategies; issuing the sharing project service requirement data in the sharing management platform; the sharing management platform carries out directional matching and pushes sharing project requirement data to directional free occupational users based on a directional matching result; the sharing management platform receives a signing request of a sharing project service fed back by a free professional user; the shared management platform calls a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data; and carrying out signing treatment on the free professional users to be signed based on the selection of the enterprise publishing users in the signing center. In the embodiment of the invention, the enterprise publishing user signs up with the contract of the free professional user according to the project requirement, and provides security guarantee for both parties.
Description
Technical Field
The invention relates to the technical field of internet data processing, in particular to a shared service data management method and device based on a shared management platform.
Background
Under the new mode of shared economy, free-occupational personnel appear; in addition, in order to complete some projects more efficiently, some enterprises outsource the projects to some free occupations when the projects are short-term projects, and long-term employees do not need to be recruited, so that the labor cost of the enterprises is reduced; free professionals can also use free time to accept the projects, thereby increasing corresponding income; but the enterprises and the free occupational workers do not know each other, and do not have a trust foundation between the enterprises and the free occupational workers and do not know each other; so that a lot of uncertainty exists in project cooperation between the two; the project of the enterprise may have the problems that the project cannot be completed according to requirements, or free occupational personnel cannot receive the project money in time or in full amount after the project is completed, and the like; therefore, a management platform is urgently needed to provide related guarantee for enterprises and free occupational personnel, so as to guarantee the benefits of the two parties and make clear the responsibility of the two parties.
Disclosure of Invention
The invention aims to overcome the defects of the prior art, and provides a shared service data management method and device based on a shared management platform, which can be used for realizing the contract signing between an enterprise releasing user and a free professional user according to project requirements, defining the responsibility obligations of both parties and providing safety guarantee for both parties.
In order to solve the above technical problem, an embodiment of the present invention provides a shared service data management method based on a shared management platform, where the method includes:
the method comprises the steps that a sharing management platform obtains sharing project service demand data of enterprise publishing users, and generates sharing project service demand publishing strategies based on the sharing project service demand data;
issuing the shared project service requirement data in the shared management platform based on the shared project service requirement issuing strategy; at the same time, the user can select the required time,
the sharing management platform carries out directional matching with the free professional users by using the shared project service demand data, and pushes the shared project demand data to the directional free professional users based on the directional matching result;
the sharing management platform receives a signing request of a shared project service based on feedback of the published or pushed shared project requirement data of a free professional user;
the shared management platform forwards the signing request to the enterprise publishing user, and invokes a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
and performing signing processing on the signing center based on the to-be-signed free professional user selected by the enterprise publishing user in the signing request.
Optionally, the method further includes: after the enterprise publishing user completes signing at the signing center, the sharing management platform marks the publishing or pushing corresponding to the shared project service demand data as a signed state;
and the signed state is a signed request state which can be viewed but can not feed back the shared project service.
Optionally, the obtaining, by the sharing management platform, the shared project service requirement data of the enterprise publishing user includes:
the sharing management platform provides an authority authentication management center, and when the enterprise publishing user uploads the data required by the shared project service, the authority authentication management center receives a data uploading request of the enterprise publishing user, wherein the data uploading request comprises identity authentication information of the enterprise publishing user;
the authority authentication center carries out identity authentication processing of the enterprise issuing user based on the data uploading request, and issues data uploading authority to the enterprise issuing user after the identity authentication is passed;
and the sharing management platform acquires the data uploading authority of the enterprise publishing user based on the data to upload the shared project service requirement data.
Optionally, the generating a shared project service demand publishing policy based on the shared project service demand data includes:
the sharing management platform builds a feature vector list based on the sharing project service demand data;
presetting a weight of each feature vector in the feature vector list based on an N-Gram statistical language algorithm in an NLP algorithm model to obtain preset weight data;
carrying out keyword extraction processing on the preset weight data in the NLP algorithm model to obtain extracted keyword information;
and generating a sharing project service demand release strategy based on the extracted keyword information, wherein the sharing project service demand release strategy comprises release time, released sharing project service content, released service demand and sharing service project budget.
Optionally, the publishing the shared project service requirement data in the shared management platform based on the shared project service requirement publishing policy includes:
constructing content data to be published of the shared project service demand data based on the shared project service demand publishing strategy;
issuing the content data to be issued in an issuing display page in the sharing management platform;
the content data to be issued consists of abstract data and content data, wherein the abstract data comprises shared project service content, service requirements and shared service project budgets; the content data is the data of the shared project service requirement.
Optionally, the performing, by the sharing management platform, directional matching between the shared project service requirement data and the discretionary users, and pushing the shared project requirement data to the targeted discretionary users based on a directional matching result includes:
the sharing management platform obtains the extracted keyword information in the sharing project service requirement data;
the sharing management platform performs semantic similarity matching calculation by using the extracted keyword information and the retained skill keywords of the existing free occupational users to obtain a semantic similarity matching result;
sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result;
and selecting the top-ranked free occupational users as directed free occupational users in the ranking result, and pushing the shared project requirement data to the directed free occupational users.
Optionally, the subscription request includes desensitization user resume information of the free professional user.
Optionally, the invoking a corresponding subscription interface based on the type of the shared project service requirement data to construct a subscription center includes:
the shared management platform calls a corresponding signing interface based on the type of the shared project service demand data, and establishes a signing center based on the corresponding signing interface;
and the signing center is used for adding an encrypted watermark to the signed electronic document.
Optionally, the signing processing performed in the signing center based on the discretionary users to be signed selected by the enterprise publishing user in the signing request includes:
generating an electronic document to be signed in the signing center based on the liberty professional user to be signed selected by the enterprise publishing user in the signing request;
the signing center issues signing authority to the enterprise publishing users and the free professional users to be signed;
and after the enterprise publishing user and the freelance user to sign the electronic document to be signed based on the signing authority, the signing center performs the processing of adding encryption watermarks on the signed electronic document.
In addition, an embodiment of the present invention further provides a shared service data management device based on a shared management platform, where the device includes:
a generation module: the system comprises a sharing management platform, a sharing management platform and a sharing management server, wherein the sharing management platform is used for acquiring sharing project service demand data of an enterprise publishing user and generating a sharing project service demand publishing strategy based on the sharing project service demand data;
a release module: the system comprises a sharing management platform, a sharing management platform and a sharing management platform, wherein the sharing management platform is used for issuing the sharing project business demand data based on the sharing project business demand issuing strategy; at the same time, the user can select the desired position,
a pushing module: the system comprises a sharing management platform, a free professional user and a user server, wherein the sharing management platform is used for carrying out directional matching on shared project service demand data and the free professional user and pushing the shared project demand data to the directional free professional user based on a directional matching result;
a receiving module: the shared management platform is used for receiving a signing request of a shared project service of a free professional user based on feedback of published or pushed shared project demand data;
constructing a module: the shared management platform is used for forwarding the signing request to the enterprise publishing user and calling a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
a signing module: and the contract signing processing is carried out in the contract signing center on the basis of the free professional users to be contracted selected by the enterprise publishing users in the contract signing requests.
In the embodiment of the invention, shared project service demand data of enterprise publishing users are received through a shared management platform, and a shared project service demand publishing strategy is generated according to the shared project service demand data for publishing or pushing; when a free occupational user feeds back a signing request, providing a signing center, so that an enterprise release user and the free occupational user complete signing of the project in the signing center; and the signed electronic document is covered with the encrypted watermark, so that the electronic document cannot be tampered; meanwhile, related services are provided for enterprise publishing users and free occupational users by using a sharing management platform, so that some worry problems of the two parties can be effectively eliminated, and the rights and interests of the two parties are effectively guaranteed; the enterprise issuing user can sign the contract of the free professional user according to the project requirement, the responsibility obligation of both parties can be determined, and the safety guarantee is provided for both parties.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flow chart of a shared service data management method based on a shared management platform in an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a shared service data management apparatus based on a shared management platform in an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
Referring to fig. 1, fig. 1 is a flowchart illustrating a shared service data management method based on a shared management platform according to an embodiment of the present invention.
As shown in fig. 1, a shared service data management method based on a shared management platform includes:
s11: the method comprises the steps that a sharing management platform obtains sharing project service demand data of enterprise publishing users, and generates sharing project service demand publishing strategies based on the sharing project service demand data;
in the specific implementation process of the invention, the step of acquiring the shared project service requirement data of the enterprise publishing user by the shared management platform comprises the following steps: the sharing management platform provides an authority authentication management center, and when the enterprise issuing user uploads the data required by the shared project service, the authority authentication management center receives a data uploading request of the enterprise issuing user, wherein the data uploading request comprises identity authentication information of the enterprise issuing user; the authority authentication center carries out identity authentication processing of the enterprise issuing user based on the data uploading request, and issues data uploading authority to the enterprise issuing user after the identity authentication is passed; and the sharing management platform obtains the data uploading authority of the enterprise publishing user to upload the shared project service demand data.
Further, the generating a sharing project service demand publishing policy based on the sharing project service demand data includes: the sharing management platform builds a feature vector list based on the sharing project service demand data; presetting a weight of each feature vector in the feature vector list based on an N-Gram statistical language algorithm in an NLP algorithm model to obtain preset weight data; carrying out keyword extraction processing on the preset weight data in the NLP algorithm model to obtain extracted keyword information; and generating a sharing project service demand release strategy based on the extracted keyword information, wherein the sharing project service demand release strategy comprises release time, released sharing project service content, released service demand and sharing service project budget.
Specifically, the enterprise publishing user is a registered user of the sharing management platform, and when the enterprise publishing user publishes the shared project service requirement data; first, the shared management platform needs to be logged in, and the corresponding authority of the shared management platform is obtained, so that the data required by the shared project service can be issued.
Providing a corresponding security interface on the shared management platform, and then constructing an authority authentication management center through the security interface; when the enterprise issuing user uploads the data required by the updated project service, firstly, authentication is carried out in an authority authentication management center, and data uploading authority is obtained, namely, the enterprise issuing user sends a data uploading request to the authority authentication management center, after the authority authentication management center receives the data uploading request of the enterprise issuing user, the authority authentication center carries out identity authentication processing on the enterprise issuing user according to the data uploading request, and after the identity authentication is passed, data uploading authority is issued to the enterprise issuing user, wherein the data uploading request comprises identity authentication information of the enterprise issuing user; when the identity authentication processing of the enterprise releasing user is carried out, the identity authentication information uploaded by the enterprise releasing user is matched, and the authentication can be completed; the identity authentication information in the data uploading request is information for block chain encryption at an enterprise publishing user side and exists in a hash value mode; as the enterprise publishing user registers the user for the sharing management platform, the corresponding identity information is kept in the sharing management platform during registration, and the information encrypted by using the block chain exists in a hash value mode, and corresponding user marking is carried out at the same time; and stored in the rights authentication center; when an enterprise issues a data uploading request sent by a user, identity authentication information contained in the data uploading request is sent to mark the user; the authority authentication center realizes identity authentication processing in a mode of matching identities according to user marks, namely a mode of matching by using a hash value; after passing the identity authentication, the authority authentication center issues a data uploading authority to the enterprise issued user; finally, the enterprise issuing user can upload the shared project service requirement data according to the data uploading authority; and the sharing management platform can obtain the sharing project service requirement data uploaded by the enterprise publishing user through receiving.
After the shared management platform obtains the shared project service demand data, the shared project service demand data need to be processed, firstly, a feature vector list is constructed according to the shared project service demand data, and specifically, through combination of a word bag model and N-Gram features in NLP, words can be accurately segmented and the sequence after word segmentation can be adjusted; the bag-of-words model is a standard target classification framework consisting of 4 parts of feature extraction, feature clustering, feature coding, feature aggregation and classifier classification; the N-Gram characteristic is an algorithm based on a statistical language model, is also called a first-order Markov chain, and is characterized in that the content in the text is subjected to sliding window operation with the size of N according to bytes to form a byte fragment sequence with the length of N; each byte segment is called as a gram, the occurrence frequency of all the grams is counted, and filtering is carried out according to a preset threshold value to form a key gram list, namely a vector feature space of the text; each gram in the list is a feature vector dimension; the method comprises the steps of performing rough segmentation processing on speech segment sequences of service requirement data of a shared project, and then performing Bi-gram cutting processing; finally, filtering to obtain a feature vector list; performing rough segmentation processing on the acquired sharing project service requirement data to acquire rough segmentation results, and then performing Bi-gram cutting processing on the rough segmentation results to acquire a gram frequency list; and finally, filtering the gram frequency list to obtain a feature vector list.
The NLP algorithm model comprises an input, mapping (hiding) and output framework; when a section of words or a sequence of words is input into the NLP algorithm model, the probabilities of different categories of the sequence are output; the hidden layer is obtained by summing and averaging the input layers and multiplying the input layers by a weight matrix A; the output layer is obtained by multiplying the hidden layer by the weight matrix B. The model adopts a hierarchical Softmax skill, is established on the basis of Huffman coding, codes the tags, and can greatly reduce the number of model prediction targets; the operation time can be improved; the output layer is multiplied by the weight matrix B by the hidden layer by the formula:
wherein the content of the first and second substances,
indicating a true label,
representing a feature vector list (N-Gram features after document N is normalized), wherein A and B respectively represent weight matrixes;
and N is a positive integer.
Therefore, the feature vector list is input into the NLP algorithm model, and the N-Gram statistical language algorithm in the NLP algorithm model presets the weight of each feature vector in the feature vector list to obtain preset weight data; then, extracting keywords from preset weight data in the NLP algorithm model to obtain extracted keyword information; and finally, generating a sharing project service demand issuing strategy by extracting the key word information, wherein the sharing project service demand issuing strategy comprises issuing time, issued sharing project service content, issued service demand and sharing service project budget.
S12: issuing the shared project service demand data in the shared management platform based on the shared project service demand issuing strategy;
in a specific implementation process of the present invention, the issuing of the shared project service requirement data in the shared management platform based on the shared project service requirement issuing policy includes: constructing content data to be published of the shared project service demand data based on the shared project service demand publishing strategy; issuing the content data to be issued in an issuing display page in the sharing management platform; the content data to be issued consists of abstract data and content data, wherein the abstract data comprises shared project service content, service requirements and shared service project budgets; the content data is the data of the shared project service requirement.
Specifically, content data to be published of the shared project service demand data is constructed through the shared project service demand publishing strategy, and then the content data to be published is published in a publishing display page in a sharing management platform; the constructed content data to be released mainly comprises abstract data and content data, wherein the abstract data comprises shared project service content, service requirements and shared service project budget; the content data is the data of the shared project service requirement; through the publishing processing, the liberty-professional users using the shared management platform can find the publishing contents; the method is beneficial for the discretionary user to judge whether the discretionary user has the intention of accepting the project according to the released content.
S13: the sharing management platform carries out directional matching with the free occupational users by using the shared project service demand data, and pushes the shared project demand data to the directional free occupational users based on the directional matching result;
in the specific implementation process of the invention, the sharing management platform utilizes the shared project service requirement data to carry out directional matching with the free professional users, and pushes the shared project requirement data to the directional free professional users based on the directional matching result, which comprises the following steps: the sharing management platform obtains the extracted keyword information in the shared project service requirement data; the sharing management platform performs semantic similarity matching calculation by using the extracted keyword information and the retained skill keywords of the existing free occupational users to obtain a semantic similarity matching result; sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result; and selecting the top-ranked free occupational users as directed free occupational users in the ranking result, and pushing the shared project requirement data to the directed free occupational users.
Specifically, it is far from enough that the publication is performed only on the designated interface of the shared management platform, so that many free-occupation users miss the publication because the publication content in the designated interface is too much; therefore, some targeted push processing is required according to the published content; that is, the sharing management platform firstly obtains the extracted keyword information in the sharing project service requirement data; then, performing semantic similarity matching calculation by using the extracted keyword information and the existing retention skill keywords of the free occupational user to obtain a semantic similarity matching result; then, sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result; finally, selecting the free occupational users in the front of the sequence as directed free occupational users in the sequencing result, and pushing the shared project requirement data to the directed free occupational users; therefore, the free-professional users who are in line with the project can know that the project exists at the first time and feed back according to the actual conditions of the users after the users view the project.
S14: the sharing management platform receives a signing request of a shared project service of a free professional user based on feedback of the published or pushed shared project requirement data;
in the specific implementation process of the invention, the signing request contains desensitization user resume information of the free professional user.
Specifically, the sharing management platform receives a signing request of a shared project service fed back by a free professional user according to published or pushed shared project requirement data, wherein the signing request contains desensitization user resume information of the free professional user; desensitization user resume information of the free professional user is block chain encryption of sensitive information such as user names in resumes, management and storage are carried out in the shared management platform, and only hash values after block chain encryption are displayed in the desensitization user resume information; this ensures the privacy of the discretionary user.
S15: the shared management platform forwards the signing request to the enterprise publishing user, and invokes a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
in a specific implementation process of the present invention, the invoking a corresponding subscription interface based on the type of the shared project service requirement data to construct a subscription center includes: the shared management platform calls a corresponding signing interface based on the type of the shared project service requirement data, and establishes a signing center based on the corresponding signing interface; and the signing center is used for adding an encrypted watermark to the signed electronic document.
Specifically, the sharing management platform calls a corresponding signing interface according to the type of the shared project service requirement data, and then establishes a signing center through the corresponding signing interface; the signing center is used for adding encrypted watermarks on signed electronic documents and providing signing platforms for free professional users and enterprise publishing users.
S16: and performing signing processing on the signing center based on the to-be-signed free professional user selected by the enterprise publishing user in the signing request.
In a specific implementation process of the present invention, the signing process performed by the signing center based on the freelance users to be signed selected by the enterprise publishing users in the signing request includes: generating an electronic document to be signed in the signing center based on the liberty professional user to be signed selected by the enterprise publishing user in the signing request; the signing center issues signing authority to the enterprise publishing users and the free professional users to be signed; and after the enterprise publishing user and the free-occupation user to be signed complete signing on the electronic document to be signed based on the signing authority, the signing center performs watermarking on the signed electronic document.
Specifically, an electronic document to be signed is generated in the signing center through a to-be-signed free professional user selected by the enterprise publishing user in the signing request; then the signing center issues signing authority to enterprise publishing users and free professional users to be signed; then the signing center performs signing encryption watermarking processing on the signed electronic document after the signing is completed by the enterprise publishing user and the free professional user to be signed; therefore, the two parties or the third party can be effectively prevented from tampering the signed electronic document.
When the electronic document to be signed is generated in the signing center based on the discretionary user to be signed selected by the enterprise publishing user in the signing request, the method further comprises the following steps: the enterprise release user generates a signing authority request for signing in a signing center according to the selected free professional user to be signed in the signing request; after receiving the signing authority request, the signing center generates a signing authentication electronic document of an enterprise issuing user and a signing authentication document of a free professional user according to the signing authority request, the enterprise issuing user and the free professional user; issuing the signing authentication electronic document of the enterprise issuing user to the enterprise issuing user, and issuing the signing authentication document of the free occupational user to the free occupational user; the enterprise issuing user carries out signing authentication in the signing center according to the signing authentication electronic document of the enterprise issuing user to form the signing authentication electronic document of the enterprise user; the method comprises the steps that a free professional user carries out signing authentication according to a signing authentication document of the free professional user to form a signing authentication electronic document of the free professional user; and then generating an electronic document to be signed in the signing center through the signing authentication electronic document of the enterprise user and the signing authentication electronic document of the free professional user.
The electronic document to be signed is generated in the above mode, namely, the signing authentication before signing is carried out on both sides of the signing user; the two parties of the contract have sufficient knowledge of the contract, and know the responsibility, obligation, rights and interests and the like of the two parties after the contract is made; rather than both parties signing a contract for the draft; this may make it more beneficial for both parties to fulfill the content involved in the subscription.
In the specific implementation process of the invention, the method further comprises the following steps: after the enterprise publishing user completes signing at the signing center, the sharing management platform marks the publishing or pushing corresponding to the shared project service demand data as a signed state; the signed state is a signed request state of viewable but not feedbackable shared project service.
Specifically, after the enterprise publishing user completes signing at the signing center, the sharing management platform marks the publishing or pushing corresponding to the shared project service requirement data as a signed state; at this time, the free professional user can only view the published or pushed content, and cannot feed back the subscription willingness according to the content, that is, the signed status is the signing request status of viewable but not feedbackable shared project service.
In the embodiment of the invention, shared project service demand data of enterprise publishing users are received through a shared management platform, and a shared project service demand publishing strategy is generated according to the shared project service demand data for publishing or pushing; when a free occupational user feeds back a signing request, providing a signing center, so that an enterprise release user and the free occupational user complete signing of the project in the signing center; and the signed electronic document is covered with the encrypted watermark, so that the electronic document cannot be tampered; meanwhile, related services are provided for enterprise publishing users and free occupational users by using the sharing management platform, so that some concerns of both parties can be effectively eliminated, and rights and interests of both parties are effectively guaranteed; the enterprise issuing user can sign the contract of the free professional user according to the project requirement, the responsibility obligation of both parties can be determined, and the safety guarantee is provided for both parties.
Example two
Referring to fig. 2, fig. 2 is a schematic structural diagram of a shared service data management apparatus based on a shared management platform according to an embodiment of the present invention.
As shown in fig. 2, a shared service data management apparatus based on a shared management platform, the apparatus includes:
the generation module 21: the system comprises a sharing management platform, a sharing management platform and a sharing management platform, wherein the sharing management platform is used for acquiring sharing project service demand data of enterprise publishing users and generating a sharing project service demand publishing strategy based on the sharing project service demand data;
in the specific implementation process of the present invention, the obtaining, by the sharing management platform, the shared project service requirement data of the enterprise publishing user includes: the sharing management platform provides an authority authentication management center, and when the enterprise issuing user uploads the data required by the shared project service, the authority authentication management center receives a data uploading request of the enterprise issuing user, wherein the data uploading request comprises identity authentication information of the enterprise issuing user; the authority authentication center carries out identity authentication processing of the enterprise issuing user based on the data uploading request, and issues data uploading authority to the enterprise issuing user after the identity authentication is passed; and the sharing management platform obtains the data uploading authority of the enterprise publishing user to upload the shared project service demand data.
Further, the generating a shared project service demand publishing policy based on the shared project service demand data includes: the sharing management platform builds a feature vector list based on the sharing project service demand data; presetting a weight of each feature vector in the feature vector list based on an N-Gram statistical language algorithm in an NLP algorithm model to obtain preset weight data; carrying out keyword extraction processing on the preset weight data in the NLP algorithm model to obtain extracted keyword information; and generating a sharing project service demand issuing strategy based on the extracted keyword information, wherein the sharing project service demand issuing strategy comprises issuing time, issued sharing project service content, issued service demand and sharing service project budget.
Specifically, the enterprise publishing user is a registered user of the sharing management platform, and when the enterprise publishing user publishes the shared project service requirement data; firstly, the shared management platform is required to be logged in, and the corresponding authority of the shared management platform is obtained, so that the data required by the shared project service can be issued.
Providing a corresponding security interface on the shared management platform, and then constructing an authority authentication management center through the security interface; when the enterprise issuing user uploads the data required by the update project service, firstly, authentication is needed in the authority authentication management center, and data uploading authority is obtained, namely, the enterprise issuing user sends a data uploading request to the authority authentication management center, after the authority authentication management center receives the data uploading request of the enterprise issuing user, the authority authentication center carries out identity authentication processing on the enterprise issuing user according to the data uploading request, and after the identity authentication is passed, data uploading authority is issued to the enterprise issuing user, wherein the data uploading request comprises identity authentication information of the enterprise issuing user; when the identity authentication processing of the enterprise releasing user is carried out, the identity authentication information uploaded by the enterprise releasing user is matched, and the authentication can be completed; the identity authentication information in the data uploading request is information for block chain encryption at an enterprise publishing user side and exists in a hash value mode; as the enterprise publishing user registers the user for the sharing management platform, the corresponding identity information is kept in the sharing management platform during registration, and the information encrypted by using the block chain exists in a hash value mode, and corresponding user marking is carried out at the same time; and stored in the rights authentication center; when an enterprise issues a data uploading request sent by a user, identity authentication information contained in the data uploading request is sent to mark the user; the authority authentication center realizes identity authentication processing in a mode of matching identities according to user marks, namely a mode of matching by utilizing a hash value; after passing the identity authentication, the authority authentication center issues a data uploading authority to the enterprise issued user; finally, the enterprise issuing user can upload the shared project service requirement data according to the data uploading authority; and the sharing management platform can obtain the sharing project service requirement data uploaded by the enterprise publishing user through receiving.
After the shared management platform obtains the shared project service demand data, the shared project service demand data need to be processed, firstly, a feature vector list is constructed according to the shared project service demand data, and specifically, through combination of a word bag model and N-Gram features in NLP, words can be accurately segmented and the sequence after word segmentation can be adjusted; the bag-of-words model is a standard target classification framework consisting of 4 parts of feature extraction, feature clustering, feature coding, feature aggregation and classifier classification; the N-Gram characteristic is an algorithm based on a statistical language model, is also called a first-order Markov chain, and is characterized in that the content in the text is subjected to sliding window operation with the size of N according to bytes to form a byte fragment sequence with the length of N; each byte segment is called as a gram, the occurrence frequency of all the grams is counted, and filtering is carried out according to a preset threshold value to form a key gram list, namely a vector feature space of the text; each gram in the list is a feature vector dimension; the method comprises the steps of performing rough segmentation processing on speech segment sequences of service requirement data of a shared project, and then performing Bi-gram cutting processing; finally, filtering to obtain a feature vector list; performing rough segmentation processing on the acquired sharing project service requirement data to acquire rough segmentation results, and then performing Bi-gram cutting processing on the rough segmentation results to acquire a gram frequency list; and finally, filtering the gram frequency list to obtain a feature vector list.
The NLP algorithm model comprises an input, mapping (hiding) and output framework; when a section of words or a sequence of words is input into the NLP algorithm model, the probabilities of different categories of the sequence are output; the hidden layer is obtained by summing and averaging the input layers and multiplying the input layers by a weight matrix A; the output layer is obtained by multiplying the hidden layer by the weight matrix B. The model adopts a hierarchical Softmax technique, is established on the basis of Huffman coding, codes tags and can greatly reduce the number of predicted targets of the model; the operation time can be improved; the output layer is multiplied by the weight matrix B from the hidden layer by the formula:
wherein, the first and the second end of the pipe are connected with each other,
indicates a true label,
representing a feature vector list (N-Gram features after document N normalization), wherein A and B respectively represent weight matrixes;
and N is a positive integer.
Therefore, the feature vector list is input into the NLP algorithm model, and the N-Gram statistical language algorithm in the NLP algorithm model presets the weight of each feature vector in the feature vector list to obtain preset weight data; then, carrying out keyword extraction processing on preset weight data in the NLP algorithm model to obtain extracted keyword information; and finally, generating a sharing project service demand release strategy by extracting the keyword information, wherein the sharing project service demand release strategy comprises release time, released sharing project service content, released service demand and sharing service project budget.
The issuing module 22: the system comprises a sharing management platform, a sharing management platform and a sharing management platform, wherein the sharing management platform is used for issuing the sharing project business demand data based on the sharing project business demand issuing strategy;
in a specific implementation process of the present invention, the issuing of the shared project service requirement data in the shared management platform based on the shared project service requirement issuing policy includes: constructing content data to be published of the shared project service demand data based on the shared project service demand publishing strategy; issuing the content data to be issued in an issuing display page in the sharing management platform; the content data to be released consists of abstract data and content data, wherein the abstract data comprise shared project service content, service requirements and shared service project budget; the content data is the data of the shared project service requirement.
Specifically, the content data to be published of the shared project service demand data is constructed through the shared project service demand publishing strategy, and then the content data to be published is published in a publishing display page in the shared management platform; the constructed content data to be released mainly comprises abstract data and content data, wherein the abstract data comprises shared project service content, service requirements and shared service project budget; the content data is the service requirement data of the shared project; through the publishing processing, the liberty-professional users using the shared management platform can find the publishing contents; the method is beneficial for the discretionary user to judge whether the discretionary user has the intention of accepting the project according to the released content.
The pushing module 23: the system comprises a sharing management platform, a free professional user and a user server, wherein the sharing management platform is used for carrying out directional matching on shared project service demand data and the free professional user and pushing the shared project demand data to the directional free professional user based on a directional matching result;
in a specific implementation process of the present invention, the sharing management platform performs directional matching with a freelance user by using shared project service requirement data, and pushes the shared project requirement data to the directional freelance user based on a directional matching result, including: the sharing management platform obtains the extracted keyword information in the shared project service requirement data; the sharing management platform performs semantic similarity matching calculation by using the extracted keyword information and the retained skill keywords of the existing free occupational users to obtain a semantic similarity matching result; sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result; and selecting the top-ranked free occupational users as directed free occupational users in the ranking result, and pushing the shared project requirement data to the directed free occupational users.
Specifically, it is far from enough that the publication is performed only on the designated interface of the shared management platform, so that many free-occupation users miss the publication because the publication content in the designated interface is too much; therefore, some targeted push processing is required according to the published content; that is, the sharing management platform firstly obtains the extracted keyword information in the sharing project service requirement data; then, performing semantic similarity matching calculation by using the extracted keyword information and the existing retention skill keywords of the free occupational user to obtain a semantic similarity matching result; then, sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result; finally, selecting the front-ranked free occupational users as directional free occupational users in the ranking result, and pushing the shared project requirement data to the directional free occupational users; therefore, the free-professional users who are in line with the project can know that the project exists at the first time and feed back according to the actual conditions of the users after the users view the project.
The receiving module 24: the shared management platform is used for receiving a signing request of a shared project service of a free professional user based on feedback of published or pushed shared project demand data;
in the specific implementation process of the invention, the signing request contains desensitization user resume information of the free professional user.
Specifically, the sharing management platform receives a signing request of a shared project service fed back by a free professional user according to published or pushed shared project requirement data, wherein the signing request contains desensitization user resume information of the free professional user; desensitization user resume information of the free professional users is sensitive information such as user names in resumes, block chain encryption is carried out on the sensitive information, the sensitive information is managed and stored in the shared management platform, and only hash values after block chain encryption are displayed in the desensitization user resume information; this ensures the privacy of the discretionary user.
The construction module 25: the shared management platform is used for forwarding the signing request to the enterprise publishing user and calling a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
in a specific implementation process of the present invention, the invoking a corresponding subscription interface based on the type of the shared project service requirement data to construct a subscription center includes: the shared management platform calls a corresponding signing interface based on the type of the shared project service requirement data, and establishes a signing center based on the corresponding signing interface; and the signing center is used for adding an encrypted watermark to the signed electronic document.
Specifically, the sharing management platform calls a corresponding signing interface according to the type of the shared project service requirement data, and then establishes a signing center through the corresponding signing interface; the signing center is used for adding encrypted watermarks on signed electronic documents and providing signing platforms for free professional users and enterprise publishing users.
The signing module 26: and the contract signing processing is carried out in the contract signing center on the basis of the free professional users to be contracted selected by the enterprise publishing users in the contract signing requests.
In a specific implementation process of the present invention, the signing process performed by the signing center based on the freelance users to be signed selected by the enterprise publishing users in the signing request includes: generating an electronic document to be signed in the signing center based on the liberty professional user to be signed selected by the enterprise publishing user in the signing request; the signing center issues signing authority to the enterprise publishing users and the free professional users to be signed; and after the enterprise publishing user and the free-occupation user to be signed complete signing on the electronic document to be signed based on the signing authority, the signing center performs watermarking on the signed electronic document.
Specifically, an electronic document to be signed is generated in the signing center through a free professional user to be signed selected by an enterprise publishing user in a signing request; then the signing center issues signing authority to enterprise publishing users and free professional users to be signed; then the signing center finishes signing within the signing authority of the enterprise publishing user and the free occupational user to be signed, and after the enterprise publishing user finishes signing with the free occupational user to be signed, the signing center performs covering encryption watermarking on the signed electronic document; therefore, the two parties or the third party can be effectively prevented from tampering the signed electronic document.
When the electronic document to be signed is generated in the signing center based on the discretionary user to be signed selected by the enterprise publishing user in the signing request, the method further comprises the following steps: the enterprise publishing user generates a signing authority request for signing at a signing center according to the selected free professional user to be signed in the signing request; after receiving the signing authority request, the signing center generates a signing authentication electronic document of an enterprise issuing user and a signing authentication document of a free professional user according to the signing authority request, the enterprise issuing user and the free professional user; issuing the signing authentication electronic document of the enterprise issuing user to the enterprise issuing user, and issuing the signing authentication document of the free occupational user to the free occupational user; the enterprise issuing user carries out signing authentication in the signing center according to the signing authentication electronic document of the enterprise issuing user to form the signing authentication electronic document of the enterprise user; the method comprises the steps that a free professional user carries out signing authentication according to a signing authentication document of the free professional user to form a signing authentication electronic document of the free professional user; and then generating an electronic document to be signed in the signing center through the signing authentication electronic document of the enterprise user and the signing authentication electronic document of the free professional user.
The electronic document to be signed is generated in the above mode, namely, the signing authentication before signing is carried out on both sides of the signing user; both parties of the contract have sufficient knowledge of the contract, and know the responsibility, obligation, rights and interests and the like of both parties after the contract; instead of both parties signing a contract for the draft rate; this may be more beneficial for both parties to fulfill the content involved in the subscription.
In the specific implementation process of the present invention, the device is further configured to mark, by the sharing management platform, the release or push corresponding to the shared project service requirement data as a signed state after the enterprise release user completes signing at the signing center; the signed state is a signed request state of viewable but not feedbackable shared project service.
Specifically, after the enterprise publishing user completes signing at the signing center, the sharing management platform marks the publishing or pushing corresponding to the shared project service requirement data as a signed state; at this time, the free professional user can only view the released or pushed content, and cannot feed back the subscription willingness according to the content, that is, the signed state is a subscription request state in which the shared project service can be viewed but cannot be fed back.
In the embodiment of the invention, shared project service demand data of enterprise publishing users are received through a shared management platform, and a shared project service demand publishing strategy is generated according to the shared project service demand data for publishing or pushing; when a free occupational user feeds back a signing request, providing a signing center, so that an enterprise release user and the free occupational user complete signing of the project in the signing center; and adding an encrypted watermark on the signed electronic document, so that the electronic document cannot be tampered; meanwhile, related services are provided for enterprise publishing users and free occupational users by using a sharing management platform, so that some worry problems of the two parties can be effectively eliminated, and the rights and interests of the two parties are effectively guaranteed; the method can realize that the enterprise publishing user signs the contract with the free professional user according to the project requirement, can determine the responsibility obligation of both parties, and provides safety guarantee for both parties.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by hardware related to instructions of a program, and the program may be stored in a computer-readable storage medium, and the storage medium may include: a Read Only Memory (ROM), a Random Access Memory (RAM), a magnetic or optical disk, and the like.
In addition, the method and the apparatus for managing shared service data based on a shared management platform according to the embodiments of the present invention are described in detail above, and a specific embodiment should be used herein to explain the principle and the implementation manner of the present invention, and the description of the above embodiment is only used to help understanding the method and the core idea of the present invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (9)
1. A shared service data management method based on a shared management platform is characterized by comprising the following steps:
the method comprises the steps that a sharing management platform obtains sharing project service demand data of enterprise publishing users, and generates sharing project service demand publishing strategies based on the sharing project service demand data;
issuing the shared project service demand data in the shared management platform based on the shared project service demand issuing strategy; at the same time, the user can select the desired position,
the sharing management platform carries out directional matching with the free occupational users by using the shared project service demand data, and pushes the shared project demand data to the directional free occupational users based on the directional matching result;
the sharing management platform receives a signing request of a shared project service of a free professional user based on feedback of the published or pushed shared project requirement data;
the shared management platform forwards the signing request to the enterprise publishing user, and invokes a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
performing signing processing on the signing center based on the to-be-signed free professional user selected by the enterprise publishing user in the signing request;
the signing processing is carried out in the signing center on the basis of the liberty occupational user to be signed selected by the enterprise publishing user in the signing request, and comprises the following steps:
generating an electronic document to be signed in the signing center based on the liberty professional user to be signed selected by the enterprise publishing user in the signing request;
the signing center issues signing authority to the enterprise publishing user and the free professional user to be signed;
and after the enterprise publishing user and the free-occupation user to be signed complete signing on the electronic document to be signed based on the signing authority, the signing center performs watermarking on the signed electronic document.
2. The method for managing shared service data according to claim 1, wherein the method further comprises:
after the enterprise publishing user completes signing at the signing center, the sharing management platform marks the publishing or pushing corresponding to the shared project service demand data as a signed state;
the signed state is a signed request state of viewable but not feedbackable shared project service.
3. The method for managing shared service data according to claim 1, wherein the step of obtaining the shared project service requirement data of the enterprise publishing user by the shared management platform comprises:
the sharing management platform provides an authority authentication management center, and when the enterprise issuing user uploads the data required by the shared project service, the authority authentication management center receives a data uploading request of the enterprise issuing user, wherein the data uploading request comprises identity authentication information of the enterprise issuing user;
the authority authentication center carries out identity authentication processing on the enterprise issuing user based on the data uploading request, and issues data uploading authority to the enterprise issuing user after the identity authentication is passed;
and the sharing management platform acquires the data uploading authority of the enterprise publishing user based on the data to upload the shared project service requirement data.
4. The method for managing shared business data according to claim 1, wherein the generating a shared project business requirement issuing policy based on the shared project business requirement data comprises:
the sharing management platform builds a feature vector list based on the sharing project service demand data;
presetting a weight of each feature vector in the feature vector list based on an N-Gram statistical language algorithm in an NLP algorithm model to obtain preset weight data;
carrying out keyword extraction processing on the preset weight data in the NLP algorithm model to obtain extracted keyword information;
and generating a sharing project service demand issuing strategy based on the extracted keyword information, wherein the sharing project service demand issuing strategy comprises issuing time, issued sharing project service content, issued service demand and sharing service project budget.
5. The method for managing shared service data according to claim 1, wherein the publishing the shared project service requirement data in the shared management platform based on the shared project service requirement publishing policy includes:
constructing content data to be published of the shared project service demand data based on the shared project service demand publishing strategy;
issuing the content data to be issued in an issuing display page in the sharing management platform;
the content data to be issued consists of abstract data and content data, wherein the abstract data comprises shared project service content, service requirements and shared service project budgets; the content data is the service requirement data of the shared project.
6. The method according to claim 1, wherein the sharing management platform performs directional matching with the liberty-professional users by using the shared project service requirement data, and pushes the shared project requirement data to the targeted liberty-professional users based on a directional matching result, and the method comprises:
the sharing management platform obtains the extracted keyword information in the sharing project service requirement data;
the sharing management platform performs semantic similarity matching calculation by using the extracted keyword information and the retained skill keywords of the existing free occupational users to obtain a semantic similarity matching result;
sorting the semantic similarity matching result of each free occupational user from high to low to obtain a sorting result;
and selecting the top-ranked free occupational users as directed free occupational users in the ranking result, and pushing the shared project requirement data to the directed free occupational users.
7. The method according to claim 1, wherein the subscription request includes information of a resume of a user with no career.
8. The method for managing shared service data according to claim 1, wherein the invoking of the corresponding subscription interface based on the type of the shared project service requirement data to construct a subscription center comprises:
the shared management platform calls a corresponding signing interface based on the type of the shared project service requirement data, and establishes a signing center based on the corresponding signing interface;
and the signing center is used for adding an encrypted watermark to the signed electronic document.
9. A shared service data management apparatus based on a shared management platform, the apparatus comprising:
a generation module: the system comprises a sharing management platform, a sharing management platform and a sharing management server, wherein the sharing management platform is used for acquiring sharing project service demand data of an enterprise publishing user and generating a sharing project service demand publishing strategy based on the sharing project service demand data;
a release module: the system comprises a sharing management platform, a sharing management platform and a sharing management platform, wherein the sharing management platform is used for issuing the sharing project business demand data based on the sharing project business demand issuing strategy; at the same time, the user can select the desired position,
a pushing module: the system comprises a sharing management platform, a free professional user and a free professional user, wherein the sharing management platform is used for carrying out directional matching on shared project service demand data and the free professional user and pushing the shared project demand data to the directional free professional user based on a directional matching result;
a receiving module: the shared management platform is used for receiving a signing request of a shared project service of a free professional user based on feedback of published or pushed shared project demand data;
constructing a module: the shared management platform is used for forwarding the signing request to the enterprise publishing user and calling a corresponding signing interface to construct a signing center based on the type of the shared project service requirement data;
a signing module: the contract signing center is used for signing on the basis of the liberty professional user to be signed selected by the enterprise publishing user in the contract signing request;
the signing module: the electronic document signing system is also used for generating an electronic document signing a contract in the signing center based on the freely professional user to be signed selected by the enterprise publishing user in the signing request; the signing center issues signing authority to the enterprise publishing user and the free professional user to be signed; and after the enterprise publishing user and the free-occupation user to be signed complete signing on the electronic document to be signed based on the signing authority, the signing center performs watermarking on the signed electronic document.
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