CN109300073B - Multilayer community service system based on trust management - Google Patents
Multilayer community service system based on trust management Download PDFInfo
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Abstract
The invention discloses a multilayer community service system based on trust management, which comprises a master plate block and a branch plate block which are organized into a tree structure, wherein a master plate main module, a first-level branch plate main module and a first-level resident merchant module are respectively arranged in the master plate block, and the master plate main module is arranged as a system administrator in the master plate block; the plate dividing block is respectively provided with a secondary plate dividing main module, a secondary imbedding merchant plate and a community user plate, the secondary plate dividing main module is set as a system administrator in the plate dividing block, and community residents undertake system roles in the secondary plate dividing main module; the functional modules arranged in the system further comprise a community group purchase module, a personal release module, a trial module, a community news module, a community chat module, a edition master functional module and a trust management module. The invention improves and optimizes the current online shopping mode, relieves the problems of environmental pollution and resource waste caused by the traditional online shopping mode, and makes the life of community residents more convenient.
Description
Technical Field
The invention discloses a multi-level community service system based on trust management, and relates to the field of mobile application software based on a cloud environment.
Background
In the aspect of group buying operation mode, the modes adopted by group buying in the last years are various, and the mainly adopted modes include a spontaneous group buying mode, a commercial group buying mode, an online marketing group buying mode and other modes. The community-oriented home decoration group purchase, WeChat group purchase, and 'where of residence' App developed by the general symbol for the own building are provided. These group buying manners are win-win for both the merchant and the customer, the customer can enjoy the welfare of 'collective bargaining' and better after-sales service, and the merchant increases the profit of sales through the increase of sales quantity.
However, in the prior art, no matter which group buying mode, the defects of lack of a reasonably sound credit evaluation platform, an after-sales maintenance platform and the like exist. First, the traditional group buying is currently discussed more about trust, environmental and even social issues, which make many group buying not popular with consumers. Secondly, some community-oriented apps do not really achieve the effect of cluster guidance, have no universality and universality, and do not establish the relation between a trust chain and a benefit chain of a merchant and a community owner, so that the functions of community group purchase and community service in the real sense are not finally realized. Thirdly, WeChat food group buying groups are very popular in some high-grade mature districts, but the problems of poor usability, incapability of looking up historical data, incapability of processing a large amount of data, small scale, difficult dispute handling and the like are caused by a 'snowball rolling' mode of following a single. In summary, the existing applications have many defects, and the overall operation mode is relatively lagged behind.
From the aspect of target users, on one hand, with the acceleration of the urbanization process and the rapid growth of mobile net residents, community residents, particularly community residents of a new floor, are easy to accept new things, a solid mass foundation is laid for the mobile App based on community services, and a wider development space is provided. On the other hand, according to the ai rui consultation statistics, the market scale of the mobile internet reaches three billion by the third quarter of 2017, wherein the market scale of the mobile shopping is still more than six months, and the mobile terminal is a core approach for connecting online and offline consumption scenes and is further developed in a penetration manner. The current development trend of the mobile market is mainly to obtain faithful clients by making exquisite services, and replace the traditional price fight and sales promotion and offer interest to attract customers. The prior art lacks a community service system which is more economical and convenient and has comprehensive functions by taking the residents in the service community as the starting point.
Disclosure of Invention
The technical problem to be solved by the invention is as follows: aiming at the defects of the prior art, the multi-level community service system based on trust management is provided, community users are attracted by a novel mode and a perfect function from the starting point of community residents, and the community service system which is more economical and convenient and has a comprehensive function is provided for people.
The invention adopts the following technical scheme for solving the technical problems:
a multilayer community service system based on trust management is provided, wherein a multilayer service plate comprising a master plate and a sub-plate is arranged in the system, and a tree structure is formed between the master plate and the sub-plate; the master edition master module is set as a system administrator in the master edition block; the plate dividing block is respectively provided with a secondary plate dividing main module, a secondary business home plate and a community user plate, wherein the secondary plate dividing main module is set as a system administrator in the plate dividing block, community residents of the secondary plate dividing main module undertake system roles, and different plate dividing blocks respectively correspond to different communities; the functional modules arranged in the system also comprise a community group purchase module, a personal release module, a trial module, a community news module, a community chat module, a edition master functional module and a trust management module; a primary in-resident merchant in a system master edition publishes commodity information, after the master edition is approved, the commodity information is distributed to corresponding sub-edition blocks by a primary sub-edition block edition owner according to the geographic position, and the commodity information is provided for the follow-up selection processing of community users through a community group buying module; the orders of community users in the section blocks are gathered to a server, the goods are uniformly delivered to corresponding communities through a primary entry merchant of the general section block, and a secondary section version and a secondary entry merchant of the section block corresponding to the community complete the delivery of the goods to the community users; a secondary resident merchant of the plate dividing block issues commodity information or group purchase information through a community group purchase module; the community users publish personal appeal information through the personal publishing module; the primary resident merchant or the secondary resident merchant issues the trial activity of the organization through the trial module; the system computationally presents an assessment of reputation values to parties involved in the trading entity.
As a further preferred aspect of the present invention, the measure of reputation value is derived by combining a recommended reputation and a direct reputation; the recommended reputation is determined based on four factors of historical trading score, trading time, historical trading volume and roles in orders of trading entities; the direct reputation is determined based on the counterparty score, the counterparty's own reputation value.
As a further preferable scheme of the present invention, the publishing, by the community user, of the personal appeal information by the personal publishing module specifically includes: the community users in the block release service information on the basis of trust, and the personal release module in the block releases service information to provide corresponding service for one or more community users in the same block, and the community users in need follow the order; community users in the block send out paid or unpaid help in the personal publishing module in the block, and other community users select to receive orders; after the above-mentioned actions are completed, the two parties can mutually complete reputation value evaluation.
As a further preferred scheme of the present invention, the issuing of the trial activity by the primary resident merchant or the secondary resident merchant via the trial module specifically includes: the method comprises the following steps that a resident merchant initiates regular free trial eating and trial attendance activities through a system, the merchant sets attendance number and time, community users selectively participate, and after the trial eating and trial of the community users participating in the activities are finished, objective evaluation of commodities is given for other community users to refer to; when the merchant issues the commodities participating in the trial activities, the objective evaluation of the trial commodities is issued at the same time.
As a further preferable scheme of the present invention, the community news module is used for issuing current news or community property notification; the community chatting module is used for realizing online interactive communication of community users.
As a further preferable scheme of the invention, a server side of the system adopts a cloud server, and clients of a main edition owner, a sub edition owner, an in-dwelling merchant and a community user adopt a mobile App form.
As a further preferred aspect of the present invention, the recommended reputation includes a long-term reputation and a short-term reputation; the direct reputation is determined by evaluations given by both parties participating in the trading activity, and the evaluations are divided into five categories: five stars, four stars, three stars, two stars, one star, the default is five stars, and the mapping function of the direct reputation is dirt _ rept:
the evaluation received by the evaluated person two weeks ago is the historical recommended reputation of the evaluated person, and the calculation method of the historical recommended reputation is the same as the calculation method of the direct reputation and is recorded as cust _ rept;
the role of the evaluator is a buyer or a seller, if the role of the historical transaction of the evaluator is the same as the role in the current interaction, the influence factor on the record is larger, otherwise, the influence on the current evaluation needs to be reduced, and the calculation function of the role factor role _ factor of the evaluator is as follows:
the historical trading time has an influence on the current reputation value, the system defaults the value of the historical trading time to one year, curr _ time represents the current time, time represents the historical trading time, and the time factor time _ factor has a calculation function of:
calculation function of volume factor:
the whole recorded credit factor accp _ factor is:
accp_factor=role_factor×time_factor×volume_factor
the long-term reputation value long _ rept is calculated as:
the short-term reputation is obtained by analyzing short-term behaviors by utilizing the real-body evaluation in the last two weeks and introducing two variables:
xi=timei-(curr_time-14),yi=cust_repti;
wherein x isiDenotes relative time, yiIndicates user rating, presence (x)1,y1),(x2,y2),…,(xn,yn) The sequence of the sequence is determined by the sequence,
calculating short-term reputation tent according to short-term reputation trial formulareptThe short-term reputation calculation formula consists of a constant c, a parameterParameter(s)Calculating to obtain;
then, the short-term reputation value is given by:
the recommended reputation is a combination of short-term reputation and long-term reputation:
rec_rept=0.4×long_rept+0.6×short_rept;
the reputation value is a composite of the recommended reputation and the direct reputation:
rept=0.7×rec_rept+0.3×dir_rept。
compared with the prior art, the invention adopting the technical scheme has the following technical effects: according to the invention, the functions are realized by combining the mobile App terminal and the cloud server, green, low-carbon and convenient community service is provided by the way, and a brand-new convenient community service software system is established.
Drawings
Fig. 1 is a schematic diagram of a group purchase model B2CC in a multi-level community in the present invention.
Fig. 2 is a design diagram of a group purchase module of a multi-level community in the present invention.
Fig. 3 is a flow chart of the multi-level community group purchase module in the present invention.
FIG. 4 is a method of computing a trust management module reputation value in the present invention.
FIG. 5 is a schematic diagram of the system architecture of the present invention
Detailed Description
Reference will now be made in detail to embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are illustrative only for the purpose of explaining the present invention, and are not to be construed as limiting the present invention.
The technical scheme of the invention is further explained in detail by combining the drawings as follows:
the invention provides the following services for community users with close geographic positions: the system comprises a community group buying module, a product trial eating use module, a vegetable buying module, a nearby characteristic commodity buying module, a child picking-up module, a neighbor looking-up and old people looking for, a neighbor looking-up and flower and pet looking for, a neighbor looking-up and water and electricity looking for, a community windward vehicle, a parking space sharing module, a property notification pushing module, an owner chatting module and the like, wherein all functions are realized through the community group buying module, the owner issuing module, the trial eating trial use module and the like, and the system structure chart is shown in fig. 5. After the whole process is completed by three functions of community group buying, owner releasing and trial use, the buyer and the seller need to evaluate the product or service of the other party, and the system calculates respective credit value through a credit model to provide a basis for subsequent interaction.
The schematic diagram of the model of the group purchase B2CC in the multi-level community of the present invention is shown in fig. 1. In the B2CC mode, a merchant provides group buying service for community users close to the geographic position, group buying information published by a general block can be pushed in a plurality of sub-blocks according to the geographic position, and the group buying information is delivered uniformly after being intercepted. The mode relies on trust established by the relationship of geography, the purchase amount can be increased by utilizing the psychology of people, and meanwhile, the trust management system is used as the guarantee, so that the user can feel more relieved about various services. The B2CC mode optimizes the logistics mode of the current online shopping: on one hand, the multi-level group purchase mode of 'group purchase by different versions and unified delivery' can save energy, reduce emission and reduce logistics garbage; on the other hand, the sub-version group purchase initiated by the nearby merchants can achieve the purposes of facilitating residents, effectively utilizing peripheral resources and optimizing resource allocation.
The group buying function in the invention adopts a multilayer group buying mode, which is mainly embodied in a multilayer design mode of a master plate and a sub-plate and a sound credit evaluation management function, and fig. 2 shows the overall structure of the multilayer group buying design of the invention. The master plate block provides group purchase service for one area, the branch plate blocks serve community residents with the same delivery address, and the plate owners are plate managers regardless of the master plate block or the branch plate blocks. The general block is added by applying for a general commodity general distributor with higher credit, the general distributor needs to upload effective proofs before applying for adding the block, such as basic information of a legal person business license, an applicant identity card, a mobile phone number, an account opening bank and the like, if the general distributor needs to provide a health license, if an agent product needs an agent book, a product authorization book and the like, the general distributor can enter the block after the approval of the master. The community residents need to provide effective identification and determine the receiving address when joining the plate dividing blocks, one plate only has one receiving address, and the receiving address cannot be modified.
The design scheme of the multi-level group purchase function is shown in figure 3, and the whole process is as follows:
after the merchant releases the commodity in the general edition block, the information included in the released commodity is as follows: name of the goods, description of the goods, picture or video, expiration date, delivery area, minimum number of people in group, etc. After the review of the master layout owner of the master layout is passed, the sub-layout owners click a 'sharing' function to forward the order to the sub-layouts. The residents in the block community can follow the order and pay, and the general block merchant can check the condition of the block community. The community residents can cancel the order through the order cancellation function of the commodity before the merchant releases the goods, and the merchant does not schedule the delivery any more.
After the order cutting time is up, the system can automatically classify and gather orders in the sub-block to the server according to the block, and group purchase information of each sub-block is displayed in corresponding commodities of the total block, and the method comprises the following steps: group buying community, pickup location, buyer name, buyer phone number, buyer address, purchase quantity, etc.
The merchant arranges the goods according to the receiving address and the detailed order condition, clicks a 'delivery' button to start delivery, the order states of all community users are converted into a 'to-be-received' state, and the edition separation owner can check the order following condition of the edition and assist the post-delivery affairs. The general distributor delivers the goods to a specified position of a community, generally a group buying community gate, with the assistance of a version separating owner.
After the community user successfully takes the goods, clicking 'confirm delivery' in the system, and evaluating the dealer in the general block within a specified time. The edition separating main body checks the current order state, and if a user forgets to take goods exists, the edition separating main body has three modes to send a prompt: clicking a goods taking function, and sending a message to a user client through a system to inform a user of taking goods; selecting a 'short message sending' function in the system to send the information of the order and the goods taking place to the user; and selecting a 'call making' function in the system to call the group purchase user and inform the user of taking the goods.
If the commodity has quality problems, the buyer can click the function of applying for selling, the problem commodity is described in the following interface through pictures and characters, after the image-text information after applying for selling is published, the publisher and the seller receive detailed descriptions, the buyer and the seller need to coordinate and solve within 7 working days, and the publisher coordinates and promotes the problem to be solved.
After all users, merchants and the edition separating main evaluate each other, the system calculates the reputation value of each related party according to the corresponding algorithm in the trust management method, and finally the whole order process is finished.
The group purchase commodities can be released in the community section by a resident merchant in the community section (or section). The information included in the issued product is: commodity name, commodity description, picture or video, expiration date, delivery time, minimum group size, etc. After the edition-based main audit checks the commodities issued by the merchants, the community users follow the orders, cut the group after the order arrives at the deadline, and automatically collect the information of the follow group to the merchants. The merchant delivers goods according to the order information, the platemaker assists the merchant in delivering goods, promotes buyers to receive goods, assists in communicating and coordinating various problems in the buying and selling process, and the users confirm the goods receiving in the system after receiving the goods and mutually evaluate the goods. Finally, the split owner charges the merchant a flat charge on successful transactions.
Trial functional blocks. To gain the buyer's trust, the merchant may issue trial activity. The trial commodity is set on the front page of the plate. The merchant sets time and number for trial, community users in the version register trial after reaching specified time, and the system determines a trial user list according to time by adopting a first-come-first-obtain algorithm. After registration is finished, a merchant delivers goods to a community, a community user gives a score and concurrency table evaluation in commodity evaluation after trial use, the system recalculates the credit of the merchant by using a trust management algorithm according to the evaluation given by the user, and then the whole function is finished.
And the community users individually release the function blocks. Community users can publish personal appeal within a section, which can be divided into two cases.
In the first case, community users publish services as service providers. And the group owner carries out verification individual issuing according to the credit and other information given by the system, the verification can be returned if the verification is not passed, and the verification is displayed in the block after the verification is passed. And the residents in the residential area follow orders as required. And paying after the service is finished, evaluating the two parties, recalculating the credit of the merchant by the system according to the evaluation given by the user by adopting a trust management algorithm, and then finishing the whole order.
1. Using scenario one: when a personal user goes out for shopping, for example, buying vegetables, food nearby, other living goods and the like, generation purchase information can be issued in the cell block. Because the publisher is a neighbor and the system has detailed information such as the residence place of the publisher, other users trust the publisher relatively, on the other hand, the publisher tries to select commodities for other neighbors as much as possible in order to maintain the reputation of the publisher in the neighbor eyes, and after the transaction is finished, the two parties mutually evaluate in the system.
2. Using scenario two: the owner goes out to release the windward vehicle information, the user who has to be close to the destination can go on a journey together through the mode of carpooling, needs the carpooler to pay negotiation expense after the stroke is accomplished, and the neighbour goes on a journey factor of safety jointly, can also get through the neighbour relation.
3. Usage scenario three: with the release of the two-child policy, the problem that children get on and off school and pick up the children becomes a difficult problem of many families, but at present, the probability that children in the same community are in the same school is high, so that the App can be used by one parent to pick up and pick up several children together, and the parents who pick up and pick up the children do not have time to pay a certain fee.
In the second case, the community user issues an appeal as a service seeker, and the appeal is invisible to other users after the other users in the block take over the appeal. And after the help is sought, the two parties perform mutual evaluation, and the system calculates and displays respective credit values to finish the help seeking.
1. Using scenario one: the small trouble of the household electrical appliances, such as the fact that a ballast needs to be replaced when the lamp is broken, can release information on the plate and endow certain labor cost. Compared with the service of the home maintenance electric appliance, the service scene has the advantages that the home fee can be avoided among neighbors because the same cell and the close geographical position are in the same place.
2. Using scenario two: the resident is because going out, and the old man at home is looked after to nobody in the short time flowers and plants, pet, can issue the information in district's individual issuing module, and the district resident can follow the order according to self condition, and the publisher can be based on with single reputation value and evaluation selection neighbour, pay and mutual evaluation after accomplishing the service.
Besides, by means of trust built by the geopolitical relations of residents, residents can release information such as local caregivers for finding part and part of the functions nearby and sharing own parking spaces at fixed time points, and finally an intelligent community ecological chain is built through the mode to create a brand-new and green harmonious community.
No matter the total edition is group-purchased, the sub-edition is group-purchased, trial-eating and trial-use and owner individual release, each interaction basically comprises two roles of a buyer and a seller, after the buyer confirms receiving goods, the buyer and the seller mutually evaluate each other, and the credit values of the buyer and the seller are calculated according to the evaluation results. Reputation values consist of a recommended reputation consisting of a long-term reputation and a short-term reputation and direct reputation values, as shown in fig. 4.
The direct reputation calculation method is determined by evaluations given by two parties, and the evaluations are divided into five types: five stars, four stars, three stars, two stars, one star, the default is five stars. For ease of calculation, a mapping function for direct reputation (dirt _ rept) is introduced:
the medium-term and long-term reputation of the recommended reputation consists of four part factors of historical evaluation received two weeks ago, role of an evaluator, historical trading time and historical trading volume.
The evaluation received by the evaluated person two weeks ago is the historical recommended reputation of the evaluated person, and the calculation method of the evaluation is the same as the calculation method of the direct reputation and is recorded as the cust _ rept.
The role of the evaluator may be the buyer and the seller, if the role of the historical transaction (role) is the same as the role in the current interaction (curr _ role), the influence factor on this record is larger, otherwise the influence on the current evaluation needs to be reduced, so the role factor (role _ factor) of the evaluator is:
historical trading time also has a large impact on the current reputation value, and if trades occur long ago, there is a need to reduce the impact on the current trade. The present system defaults to this value as one year. curr _ time represents the current time, time represents the historical transaction time, and the time factor (time _ factor) is calculated by the following equation:
for the same commodity, the record of the larger historical transaction amount is more credible, so the large transaction is more likely to be a true transaction and should have a larger influence, so the volume factor (volume _ factor) function is as follows:
the whole recorded credit factor accp _ factor is:
accp_factor=role_factor×time_factor×volume_factor
therefore, the long-term reputation value (long _ rept) is calculated by:
the medium-short term reputation of the recommended reputation is to analyze the short term behavior by using the real-body evaluation in the last two weeks. First, two variables need to be introduced: x is a radical of a fluorine atomi=timei-(curr_time-14),yi=cust_repti;xiRepresenting a phaseFor time, yiIndicates user rating, presence (x)1,y1),(x2,y2),…,(xn,yn) And (4) sequencing.
calculating short-term reputation tent according to short-term reputation trial calculation formulareptThe short-term reputation calculation formula consists of a constant c and parametersParameter(s)Calculating to obtain;
then, the short-term reputation value is given by:
the recommended reputation is a combination of short-term reputation and long-term reputation:
rec_rept=0.4×long_rept+0.6×short_rept;
finally, the final reputation values of the two parties after the current transaction are shown in the following formula, wherein the recommendation reputation accounts for 70%, and the direct reputation or the evaluation of the current user accounts for 30%:
rept=0.7×rec_rept+0.3×dir_rept。
and a community chat module. The user who joins the plate can enter the community chat function through the navigation button at the bottom of the mobile App. The plate owner is an administrator of the chat module, the statement about the illegal publication can be forbidden, and the plate can be kicked out seriously. Any user can share interested group buying, individual publishing, trial and trial in the chat module in a picture-text link mode. The user can set a group message receiving mode, and the group message mode mainly comprises the following steps: reminding, receiving and not reminding, and not receiving. By default, the reminder, i.e., the receipt of any group message, causes the navigation bar icon to blink and prompt for the number of messages. And if the user receives no reminding, the user receives any group message and is identified by a small red icon in the navigation bar, and the user can open the chat function to view. The group messages are not accepted, the users do not receive any prompt information, and the messages which are not viewed are emptied after the message amount exceeds the maximum cache of each user.
And a community news module. The publisher may set up an administrator of the news module, typically a property worker or a person in charge of the proprietary committee. Property notifications, community activities, proprietary board activities, etc. may be published in the module. The publisher and administrator may set-up posts in the news module. The community news module can share the chat module in a picture and text link mode.
The embodiments of the present invention have been described in detail with reference to the drawings, but the present invention is not limited to the above embodiments, and various changes can be made within the knowledge of those skilled in the art without departing from the gist of the present invention. Although the present invention has been described with reference to the preferred embodiments, it will be understood by those skilled in the art that various changes may be made and equivalents may be substituted for elements thereof without departing from the scope of the present invention.
Claims (5)
1. A multi-level community service system based on trust management is characterized in that: the system is provided with multi-level service sections comprising a master section and section sections, and a tree structure is formed between the master section and the section sections;
the master edition master module is set as a system administrator in the master edition;
the plate dividing block is respectively provided with a secondary plate dividing main module, a secondary business home plate and a community user plate, wherein the secondary plate dividing main module is set as a system administrator in the plate dividing block, community residents of the secondary plate dividing main module undertake system roles, and different plate dividing blocks respectively correspond to different communities;
the functional modules arranged in the system also comprise a community group purchase module, a personal release module, a trial module, a community news module, a community chat module, a edition master functional module and a trust management module;
the method comprises the following steps that a primary resident merchant in a system master edition publishes commodity information, after the master edition is approved, the commodity information is distributed to corresponding sub-edition blocks by a primary sub-edition block owner according to geographic positions, and a community user can follow up the commodity information to select and process the commodity information through a community group buying module; the orders of community users in the layout blocks are gathered to the server, the goods are uniformly delivered to the corresponding communities through the primary in-store merchants of the general layout block, and the secondary layout blocks and the secondary in-store merchants of the layout blocks corresponding to the communities complete the delivery of the goods to the community users;
the secondary in-store merchants of the plate dividing blocks issue commodity information or group purchase information through the community group purchase module;
the community users publish personal appeal information through the personal publishing module;
the primary resident merchant or the secondary resident merchant issues the trial activity of the organization through the trial module; the system computationally gives an assessment of reputation values to parties involved in the trading entity;
the measurement of the reputation value is comprehensively obtained by recommending reputation and direct reputation;
the recommended reputation is determined based on four factors of historical trading score, trading time, historical trading volume and roles in orders of trading entities;
the direct reputation is determined based on the credit rating of the counterparty and the reputation value of the counterparty;
the recommended reputation comprises a long-term reputation and a short-term reputation component;
the direct reputation is determined by evaluations given by both parties participating in the trading activity, which are divided into five categories: five stars, four stars, three stars, two stars, one star, the default is five stars, and the mapping function of the direct reputation is dirt _ rept:
the evaluation received by the evaluated person two weeks ago is the historical recommended reputation of the evaluated person, and the calculation method of the evaluation and the calculation method of the direct reputation are the same and are recorded as the cust _ rept;
the role of the evaluator is a buyer or a seller, if the role of the historical transaction of the evaluator is the same as the role in the current interaction, the influence factor on the record is larger, otherwise, the influence on the current evaluation needs to be reduced, and the calculation function of the role factor role _ factor of the evaluator is as follows:
the historical trading time has an influence on the current reputation value, the system defaults the value of the historical trading time to one year, curr _ time represents the current time, time represents the historical trading time, and the time factor time _ factor has a calculation function of:
calculation function of volume factor:
the whole recorded credit factor accp _ factor is:
accp_factor=role_factor×time_factor×volume_factor
the long-term reputation value long _ rept is calculated as:
the short-term reputation is characterized in that the short-term behavior is analyzed by utilizing the physical evaluation in the last two weeks, and two variables are introduced:
xi=timei-(curr_time-14),yi=cust_repti;
wherein x isiDenotes relative time, yiIndicates user rating, presence (x)1,y1),(x2,y2),…,(xn,yn) The sequence of the sequence is determined by the sequence,
calculating short-term reputation tent according to short-term reputation trial formulareptThe short-term reputation calculation formula consists of a constant c and parametersParameter(s)Obtaining by operation;
then, the short-term reputation value is given by:
the recommended reputation is a combination of short-term reputation and long-term reputation:
rec_rept=0.4×long_rept+0.6×short_rept;
the reputation value is a composite of the recommended reputation and the direct reputation:
rept=0.7×rec_rept+0.3×dir_rept。
2. the multi-tier community service system based on trust management of claim 1, wherein: the community users publish personal appeal information through the personal publishing module, and the method specifically comprises the following steps:
the community users in the block publish service information on a personal publishing module in the block on the basis of trust, so that corresponding services are provided for one or more community users in the same block, and the community users in need follow orders;
community users in the block send out paid or unpaid help in the personal publishing module in the block, and other community users select to receive orders;
after the above-mentioned actions are completed, the two parties can mutually complete reputation value evaluation.
3. The multi-tier community service system based on trust management of claim 1, wherein: the primary entrance merchant or the secondary entrance merchant issues the organization trial activity through the trial module, and the method specifically comprises the following steps:
the method comprises the following steps that a resident merchant initiates regular free trial eating and trial attendance activities through a system, the merchant sets the attendance number and time, community users selectively participate, and after the trial eating and the trial of the community users participating in the activities are completed, objective evaluation of commodities is given for reference of other community users; when the merchant issues the commodities participating in the trial activities, the objective evaluation of the trial commodities is issued at the same time.
4. The multi-tier community service system based on trust management of claim 1, wherein: the community news module is used for releasing current affair news or community property notification; the community chatting module is used for realizing online interactive communication of community users.
5. The multi-tier community service system based on trust management of claim 1, wherein: a server side of the system adopts a cloud server, and clients of a main edition master, a sub edition master, an in-dwelling merchant and community users adopt a mobile App form.
Priority Applications (1)
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