Intelligent recommendation method for manual authentication of school friends and related system

Abstract

The invention discloses an intelligent recommendation method and a related system for manual authentication of a school friend, and the method comprises the steps: building a school friend database which stores the information of the school friend that has been learned in the school; the to-be-authenticated school friend inputs own school friend information and a collaborative authentication student name; establishing a matching degree model according to the school friend information of the to-be-authenticated school friend, the collaborative authentication student name and the school friend database, and obtaining a matching degree set through the matching degree model; and selecting the to-be-recommended information with the first M matching degrees in the matching degree set as an authentication recommendation list. The authentication recommendation list is more accurate, and the manual authentication speed is increased.

Description

Technical Field

[0001] The present invention relates to an intelligent recommendation method and a related system for manual authentication of alumni, belonging to the technical field of information processing. Background Art

[0002] The alumni system is an important auxiliary tool for modern alumni management. The first step to enter the alumni system is alumni authentication. Existing authentication methods include facial recognition, ID cards and other unique and convenient authentication methods. However, for alumni files before the 1990s, some alumni files do not have photos, so facial recognition cannot be performed. Some do not have registered ID numbers, and cannot be authenticated by ID numbers. Therefore, in response to this situation, most authentication systems use system recommendation + manual authentication for authentication. The system recommendation is mainly analyzed from the dimensions of name, major, year of admission, year of graduation, etc., and a system recommendation list is given. Since it is simply analyzed from the dimensions of name, major, year of admission, year of graduation, etc., the recommended list given is relatively rough. When performing manual authentication, it takes more time to determine the alumni authentication information.

[0003] Chinese patent CN201910823591.5 discloses an alumni authentication method and system based on face recognition, which first processes the student ID card and then extracts the head portrait on the student ID card, and then performs face recognition, so its recognition speed is fast. If face recognition fails, the name + face recognition method is used. If it still fails, manual authentication is performed. It mainly uses face recognition for alumni authentication. Summary of the invention

[0004] Purpose of the invention: In order to overcome the deficiencies in the prior art, the present invention provides an intelligent recommendation method and related system for manual authentication of alumni.

[0005] Technical solution: To achieve the above purpose, the technical solution adopted by the present invention is:

[0006] An intelligent recommendation method for alumni manual authentication includes the following steps:

[0007] Step 1: Establish an alumni database, which stores information of alumni who have studied at the school.

[0008] Step 2: The alumni to be certified enter their alumni information and the names of the classmates who need to be certified together.

[0009] Step 3: Establish a matching model based on the alumni information of the alumni to be certified, the names of the classmates to be certified, and the alumni database, and obtain a matching set through the matching model.

[0010] Step 4: Select the top M recommended information in the matching degree set as the authentication recommendation list.

[0011] Preferably, the matching degree model is: ; in, Indicates the matching degree, Indicates the name matching coefficient of the alumni to be authenticated. Indicates the number of characters that match the name of the alumni to be authenticated. Indicates the number of characters in the name of the alumni to be authenticated. Indicates the name matching coefficient of the collaborative authentication classmates. Indicates the number of characters that match the names of the students in the collaborative authentication. Indicates the number of characters in the names of the students who need to be authenticated. Indicates List the matching coefficients of the alumni information to be verified. , Indicates the number of alumni information columns, Indicates List the matching degree of alumni information to be verified, Indicates Column collaborative certification classmates matching coefficient, Indicates Column collaborative certification classmates matching degree, Represents the cross-matching adjustment parameter.

[0012] Preferably, when matching, List the alumni information to be verified and the first Line If the alumni information of the column matches successfully, then List the alumni information to be verified in the alumni database Line The matching degree of the column is 1, otherwise it is 0. Column to jointly verify the student information and the first Line If the alumni information of the column matches successfully, then Column of collaborative certification classmates information in the alumni database Line The column has a matching score of 1, otherwise it is 0.

[0013] Preferably, the certification recommendation list is arranged from high to low according to the matching degree.

[0014] Preferably, in the certification recommendation list, when the first matching degree is more than twice the second matching degree, the alumni information corresponding to the first matching degree is selected as the basis for certifying alumni.

[0015] Preferably, the alumni information includes the alumni's name, year of admission, year of graduation, education level, major, and current college.

[0016] Preferably, the year of admission, year of graduation, and educational background are selected through drop-down options.

[0017] Preferably, the major and current college are selected through drop-down options, or the major and current college are directly input.

[0018] Another object of the present invention is to provide an intelligent recommendation system for manual alumni authentication, which uses the intelligent recommendation method for manual alumni authentication, including an input unit, an alumni database unit, a matching model unit, a certification recommendation list unit, and a display unit, wherein:

[0019] The input unit is used for the alumni to be authenticated to input their own alumni information and the names of their co-authenticated classmates.

[0020] The alumni database unit stores information of alumni who have studied at the school.

[0021] The matching model unit is provided with a matching model, and the alumni information input by the alumni to be authenticated, the name of the co-authenticated classmate and the alumni database are used to obtain a matching set through the matching model.

[0022] The authentication recommendation list unit is used to select the top M pieces of information to be recommended in the matching degree set as the authentication recommendation list.

[0023] The display unit is used to display the certification recommendation list.

[0024] Another object of the present invention is to provide an electronic device, comprising: at least one processor, at least one memory and a communication interface. The processor, memory and communication interface communicate with each other. The memory stores program instructions executable by the processor, and the processor calls the program instructions to execute any intelligent recommendation method for manual authentication of alumni.

[0025] Compared with the prior art, the present invention has the following beneficial effects:

[0026] The present invention establishes a matching degree model based on the alumni information of the alumni to be authenticated, the names of the classmates to be authenticated, and the alumni database, and obtains a matching degree set through the matching degree model. The recommended information with the top M matching degrees in the matching degree set is selected as the authentication recommendation list, so the obtained authentication recommendation list is more accurate, and because the alumni information of the alumni to be authenticated and the names of the classmates to be authenticated are used for joint authentication, the matching degree of the first one in the obtained authentication recommendation list is much greater than the matching degree of the second one, so that during manual authentication, it is only necessary to check whether the alumni information corresponding to the first matching degree is the alumni information of the alumni to be authenticated, thereby speeding up the authentication speed. BRIEF DESCRIPTION OF THE DRAWINGS

[0027] Figure 1 Flowchart of the intelligent recommendation method for manual authentication of alumni.

[0028] Figure 2 Block diagram of the intelligent recommendation system for manual authentication of alumni. DETAILED DESCRIPTION

[0029] The present invention is further explained below in conjunction with the accompanying drawings and specific embodiments. It should be understood that these examples are only used to illustrate the present invention and are not used to limit the scope of the present invention. After reading the present invention, various equivalent forms of modifications to the present invention by those skilled in the art all fall within the scope defined by the claims attached to this application.

[0030] An intelligent recommendation method for manual authentication of alumni, such as Figure 1 As shown, the following steps are included:

[0031] Step 1: Establish an alumni database, which stores information about alumni who have studied at the school. The alumni information includes the alumni's name, year of admission, year of graduation, education, major, current college, etc.

[0032] Step 2: The alumni to be certified enter their alumni information and the name of the co-certified classmate. Generally, one name of the co-certified classmate is sufficient. The year of admission, year of graduation, and academic qualifications can be selected through the drop-down options. The major and current college can be selected through the drop-down options. Or the major and current college can be directly entered.

[0033] Step 3: Establish a matching model based on the alumni information of the alumni to be certified, the names of the classmates to be certified, and the alumni database, and obtain a matching set through the matching model.

[0034] In this embodiment, the alumni information used includes alumni name, year of admission, year of graduation, education, major, and current college, a total of 6 items, namely , so the matching model is: ; in, Indicates the matching degree, Indicates the name matching coefficient of the alumni to be authenticated. Indicates the number of characters in the name of the alumni to be authenticated. The number of characters in the name of the alumni to be authenticated refers to the number of characters that match when the alumni name to be authenticated matches the alumni name in the alumni database. Indicates the number of characters in the name of the alumni to be authenticated. Indicates the name matching coefficient of the collaborative authentication classmates. Indicates the number of characters that match the names of the students in the collaborative authentication. Indicates the number of characters in the names of the students who need to be authenticated. Indicates List the matching coefficients of the alumni information to be verified. , Indicates List the matching degree of alumni information to be verified, Indicates the matching degree of the alumni’s admission year to be verified. Indicates the matching degree of the graduation year of the alumni to be certified. Indicates the degree of academic matching of the alumni to be certified. Indicates the degree of matching of alumni majors to be certified. Indicates the matching degree of the alumni to be certified. It represents the matching coefficient of the collaborative certification classmates. Indicates Column collaborative certification classmates matching degree, Indicates the matching degree of the admission year of the students in the collaborative certification. Indicates the matching degree of the graduation year of the co-certified classmates. Indicates the degree of academic matching of the students in collaborative certification. Indicates the degree of professional matching of students in collaborative certification. It means that the students of collaborative certification are currently matching the college.

[0035] When matching, List the alumni information to be verified and the first Line If the alumni information of the column matches successfully, then List the alumni information to be verified in the alumni database Line The matching degree of the column is 1, otherwise it is 0. For the information of the classmates who are jointly certified, since the alumni to be certified and the alumni who are jointly certified are classmates, the other information of the alumni to be certified is the same as that of the classmates who are jointly certified, that is, the year of admission, year of graduation, education, major, current college, etc. between the two are the same. Therefore, only the name of the classmates who are jointly certified is needed, and the other information is the same as that of the alumni who are jointly certified. Column to jointly verify the student information and the first Line If the alumni information of the column matches successfully, then Column of collaborative certification classmates information in the alumni database Line The match degree is 1, otherwise it is 0.

[0036] Step 4: Select the top M recommended information in the matching degree set as the authentication recommendation list. The authentication recommendation list is arranged from high to low according to the matching degree.

[0037] When performing manual authentication, if the first match degree in the authentication recommendation list is more than twice that of the second match degree, the alumni information corresponding to the first match degree is selected as the basis for authenticating the alumni.

[0038] In another embodiment, an intelligent recommendation system for manual alumni authentication is provided, which adopts the intelligent recommendation method for manual alumni authentication, including an input unit, an alumni database unit, a matching model unit, a certification recommendation list unit, and a display unit, wherein:

[0039] The input unit is used for the alumni to be authenticated to input their own alumni information and the names of their co-authenticated classmates.

[0040] The alumni database unit stores information of alumni who have studied at the school.

[0041] The matching model unit is provided with a matching model, and the alumni information input by the alumni to be authenticated, the name of the co-authenticated classmate and the alumni database are used to obtain a matching set through the matching model.

[0042] The authentication recommendation list unit is used to select the top M pieces of information to be recommended in the matching degree set as the authentication recommendation list.

[0043] The display unit is used to display the certification recommendation list.

[0044] In another embodiment, an electronic device is provided, comprising: at least one processor, at least one memory and a communication interface. The processor, the memory and the communication interface communicate with each other. The memory stores program instructions executable by the processor, and the processor calls the program instructions to execute any intelligent recommendation method for manual authentication of alumni.

[0045] The certification recommendation list of the present invention is accurate, and the matching degree of the first one in the certification recommendation list is much greater than the matching degree of the second one, so that during manual certification, it is only necessary to check whether the alumni information corresponding to the matching degree of the first one is the alumni information of the alumni to be certified, thereby speeding up the certification speed.

[0046] The above is only a preferred embodiment of the present invention. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principle of the present invention. These improvements and modifications should also be regarded as the scope of protection of the present invention.

Claims

1. An intelligent recommendation method for alumni manual authentication, characterized in that: The following steps are involved: Step 1, establishing an alumni database, wherein the alumni database stores information of alumni who have studied at the school; Step 2: The alumni to be certified enter their alumni information and the names of their co-certified classmates; Step 3: Establish a matching model based on the alumni information of the alumni to be certified, the names of the classmates who are co-certified, and the alumni database, and obtain a matching set through the matching model; Step 4: Select the top M recommended information in the matching degree set as the authentication recommendation list.

2. The intelligent recommendation method for alumni manual authentication according to claim 1, characterized in that: The matching degree model is: ； in, Indicates the matching degree, Indicates the name matching coefficient of the alumni to be authenticated. Indicates the number of characters that match the name of the alumni to be authenticated. Indicates the number of characters in the name of the alumni to be authenticated. Indicates the name matching coefficient of the collaborative authentication classmates. Indicates the number of characters that match the names of the students in the collaborative authentication. Indicates the number of characters in the names of the students who need to be authenticated. Indicates List the matching coefficients of the alumni information to be verified. , Indicates the number of alumni information columns, Indicates List the matching degree of alumni information to be verified, Indicates Column collaborative certification classmates matching coefficient, Indicates Column collaborative certification classmates matching degree, Represents the cross-matching adjustment parameter.

3. The intelligent recommendation method for manual authentication of alumni according to claim 2, characterized in that: When matching, List the alumni information to be verified and the first Line If the alumni information of the column matches successfully, then List the alumni information to be verified in the alumni database Line The matching degree of the column is 1, otherwise it is 0; Column to jointly verify the student information and the first Line If the alumni information of the column matches successfully, then Column of collaborative certification classmates information in the alumni database Line The column has a matching score of 1, otherwise it is 0.

4. The intelligent recommendation method for manual authentication of alumni according to claim 3, characterized in that: The certification recommendation list is arranged from high to low according to the matching degree.

5. The intelligent recommendation method for manual authentication of alumni according to claim 4, characterized in that: In the certification recommendation list, when the first matching degree is more than twice that of the second matching degree, the alumni information corresponding to the first matching degree is selected as the basis for certification alumni.

6. The intelligent recommendation method for manual authentication of alumni according to claim 5, characterized in that: The alumni information includes alumni name, year of admission, year of graduation, education level, major, and current college.

7. The intelligent recommendation method for manual authentication of alumni according to claim 6, characterized in that: The year of admission, year of graduation and educational background can be selected through the drop-down options.

8. The intelligent recommendation method for manual authentication of alumni according to claim 7, characterized in that: The major and current college can be selected through the drop-down options; or the major and current college can be directly entered.

9. An intelligent recommendation system for manual authentication of alumni, characterized in that: The intelligent recommendation method for manual alumni authentication as described in claim 1 includes an input unit, an alumni database unit, a matching model unit, a authentication recommendation list unit, and a display unit, wherein: The input unit is used for the alumni to be authenticated to input their own alumni information and the names of their co-authenticated classmates; The alumni database unit stores information on alumni who have studied at the school; The matching degree model unit is provided with a matching degree model, and the alumni information input by the alumni to be authenticated, the name of the co-authenticated classmate and the alumni database are used to obtain a matching degree set through the matching degree model; The authentication recommendation list unit is used to select the top M recommended information in the matching degree set as the authentication recommendation list; The display unit is used to display the certification recommendation list.

10. An electronic device, characterized in that: include: at least one processor, at least one memory, and a communication interface; The processor, memory and communication interface communicate with each other; The memory stores program instructions that can be executed by the processor, and the processor calls the program instructions to execute any intelligent recommendation method for manual authentication of alumni according to claims 1-10.

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