CN111177093A - Method, device and medium for sharing scientific and technological resources - Google Patents
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Abstract
The embodiment of the application provides a method, equipment and a medium for sharing scientific and technological resources, wherein the method comprises the following steps: determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal; determining scientific and technological resources matched with the user tags based on preset rules; generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides scientific and technological resources matched with the user tags; respectively sending the recommendation information to each user terminal; receiving response information from the user terminal, and determining the interest degree of the user corresponding to the user tag in the recommendation information according to the response information; and determining that the user corresponding to the user tag is a supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
Description
Technical Field
The present application relates to the field of service technologies, and in particular, to a method, a device, and a medium for sharing scientific and technological resources.
Background
With the rapid development of science and technology, science and technology resources become more important in the development of national economy, and the sharing and utilization in science and technology activities are also highly regarded by relevant departments and enterprises. Today, the market economy develops sufficiently, and scientific and technological resources can be bought and leased as a commodity. With the rapid development of the scientific and technological resource market, recommending corresponding scientific and technological resources for users becomes an important technical problem.
In the prior art, scientific and technical resources are often recommended to users correspondingly according to the prior art. However, in the scientific and technological resource market, not only scientific and technological resources need to be recommended to users, but also the increase of scientific and technological resources in the scientific and technological resource market needs to be ensured. Therefore, how to determine the users capable of providing the scientific resources and encourage the users to provide the scientific resources becomes an important technical problem.
Disclosure of Invention
The embodiment of the application provides a method, equipment and a medium for sharing scientific and technological resources, which are used for solving the following technical problems in the prior art: how to determine the users capable of providing the scientific resources and encourage the users to provide the scientific resources.
In one aspect, an embodiment of the present application provides a method for sharing scientific and technological resources, where the method includes:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
In a possible implementation manner, based on a preset rule, determining a scientific and technological resource matched with the user tag specifically includes:
determining a scientific and technological resource label matched with the user label;
and the scientific and technological resources corresponding to the scientific and technological resource labels are used as the scientific and technological resources matched with the user labels.
In one possible implementation, the scientific resource label is used to represent the category of the scientific resource.
In a possible implementation manner, the response information is generated by the user terminal according to an operation performed by a user on the recommendation information.
In a possible implementation manner, determining, according to the response information, a degree of interest of a user corresponding to the user terminal in recommendation information, specifically includes:
determining the number of received response messages;
and determining the interest degree of the user corresponding to the user terminal in the recommendation information according to the number of the response information and the number of the user terminals with the same user tags.
In a possible implementation manner, determining, according to the number of the response information and the number of the user terminals with the same user tag, a degree of interest of a user corresponding to the user terminal in the recommendation information, specifically includes:
calculating the ratio of the number of the response information and the number of the user terminals with the same user tags;
and determining the interest degree of the user corresponding to the user terminal in the recommendation information according to the ratio.
In one possible implementation manner, before determining a plurality of user terminals with the same user tag, the method further includes:
acquiring user attribute data of a user;
determining a user label of a user based on a preset user label model and according to user attribute data of the user;
and the preset user label model is a preset neural network model.
In one possible implementation, the user attribute data includes at least one of: age, gender, specialty, occupation, consumption records.
On the other hand, an embodiment of the present application provides a device for sharing scientific and technological resources, where the device includes:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
In another aspect, an embodiment of the present application provides a non-volatile computer storage medium for sharing scientific and technological resources, where the non-volatile computer storage medium stores computer-executable instructions, and the computer-executable instructions are configured to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
The scientific and technological resource sharing method, the scientific and technological resource sharing device and the scientific and technological resource sharing medium can send recommendation information to user terminals with the same user tags, and the recommendation information is used for indicating that a recommendation user provides scientific and technological resources matched with the user tags. According to the response information of the user terminal aiming at the recommendation information, the interest degree of the user corresponding to the user tag in the recommendation information is determined, and whether the user corresponding to the user tag is used as a supplier of the scientific and technological resources is determined according to the interest degree, so that the user capable of providing the scientific and technological resources is determined, and the richness of the scientific and technological resource market is ensured.
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The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a flowchart of a method for sharing scientific and technological resources according to an embodiment of the present disclosure;
fig. 2 is a schematic structural diagram of a device for sharing scientific and technological resources according to an embodiment of the present disclosure.
Detailed Description
In order to make the objects, technical solutions and advantages of the present disclosure more apparent, the technical solutions of the present disclosure will be clearly and completely described below with reference to the specific embodiments of the present disclosure and the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all of the embodiments. All other embodiments obtained by a person skilled in the art without making any inventive step based on the embodiments in the description belong to the protection scope of the present application.
The technical solutions provided by the embodiments of the present application are described in detail below with reference to the accompanying drawings.
Fig. 1 is a flowchart of a method for sharing scientific and technological resources according to an embodiment of the present disclosure. As shown in fig. 1, a method for sharing scientific and technological resources provided in an embodiment of the present application includes the following steps:
s101, the server acquires user attribute data of the user.
The user attribute data may be obtained from a corresponding database. In some embodiments of the present application, the user attribute data includes at least one of: age, gender, specialty, occupation, consumption records.
And S102, the server determines the user label of the user based on a preset user label model and according to the user attribute data of the user.
The user tag may be used to indicate a user category corresponding to the user terminal.
The preset user tag model mentioned herein may refer to a preset neural network model. And taking the user attribute data as the input of a preset user label model to obtain the user label of the user.
It should be noted that, in the embodiment of the present application, not only the user tag of the user may be determined in the above manner, but also the user tag may be determined in other manners, for example, by manual tagging.
S103, the server determines a plurality of user terminals with the same user label.
The user terminals with the same user tags are user terminals corresponding to users with the same user tags. That is, the server needs to select one user tag first, and then randomly select a plurality of user terminals from the user terminal set corresponding to the user tag.
It should be noted that each user may correspond to one user terminal. The user terminal mentioned here may be an electronic device such as a smart phone or a notebook computer.
And S104, determining the scientific and technological resources matched with the user tags based on a preset rule.
In some embodiments of the present application, based on a preset rule, the scientific and technological resource matched with the user tag is determined, and the determination is specifically realized in the following manner:
determining a scientific and technological resource label matched with the user label;
and the scientific and technological resources corresponding to the scientific and technological resource labels are used as the scientific and technological resources matched with the user labels.
For example, if the user tag is a medical device, the scientific and technical resource matched with the user tag is the medical device.
The scientific and technological resource label is used for representing the category of scientific and technological resources. The scientific resource label can also be generated based on a preset neural network model.
And S105, generating recommendation information according to the scientific and technological resources matched with the user tags, wherein the recommendation information is used for indicating that the recommendation user provides the scientific and technological resources matched with the user tags.
And S106, respectively sending the generated recommendation information to each user terminal.
Each user terminal here refers to a user terminal having the same user tag as the plurality of user terminals identified in S103.
S107, receiving response information from the user terminal, and determining the interest degree of the user corresponding to the user tag in the recommendation information according to the response information.
The response information is generated by the user terminal according to the operation of the user on the recommendation information. For example, when the user clicks and views the recommendation information, the user terminal generates corresponding response information.
In an embodiment of the application, according to the response information, determining the interest degree of the user corresponding to the user tag in the recommendation information may specifically be implemented in the following manner:
determining the number of received response messages;
calculating the ratio of the number of the response information and the number of the user terminals with the same user tags;
and determining the interest degree of the user corresponding to the user label on the recommendation information according to the ratio.
For example: in the case where the ratio is set to 0.2 in advance, the degree of interest is 20; in the case of a ratio of 0.5, the degree of interest is 50.
And S108, determining that the user corresponding to the user label is a supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
For example, if the preset threshold is 80, the user corresponding to the user tag is used as the supplier of the scientific and technological resource if the interest level is 81.
Through the scheme, the recommendation information can be sent to the user terminals with the same user label, and the recommendation information is used for indicating that the recommended user provides the scientific and technological resources matched with the user label. According to the response information of the user terminal aiming at the recommendation information, the interest degree of the user corresponding to the user tag in the recommendation information is determined, and whether the user corresponding to the user tag is used as a supplier of the scientific and technological resources is determined according to the interest degree, so that the user capable of providing the scientific and technological resources is determined, and the richness of the scientific and technological resource market is ensured.
Based on the same idea, some embodiments of the present application also provide a device and a non-volatile computer storage medium corresponding to the above method.
Fig. 2 is a schematic structural diagram of a device for sharing scientific and technological resources according to an embodiment of the present disclosure. As shown in fig. 1, the apparatus includes:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
Some embodiments of the present application provide a non-transitory computer storage medium corresponding to a sharing of scientific and technical resources of fig. 1, storing computer-executable instructions configured to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
The embodiments in the present application are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the device and media embodiments, the description is relatively simple as it is substantially similar to the method embodiments, and reference may be made to some descriptions of the method embodiments for relevant points.
The device and the medium provided by the embodiment of the application correspond to the method one to one, so the device and the medium also have the similar beneficial technical effects as the corresponding method, and the beneficial technical effects of the method are explained in detail above, so the beneficial technical effects of the device and the medium are not repeated herein.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (10)
1. A method for sharing scientific and technological resources is characterized by comprising the following steps:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
2. The method according to claim 1, wherein the determining, based on a preset rule, the scientific and technological resources matched with the user tag specifically comprises:
determining a scientific and technological resource label matched with the user label;
and the scientific and technological resources corresponding to the scientific and technological resource labels are used as the scientific and technological resources matched with the user labels.
3. The method of claim 2, wherein the scientific resource label is used to represent a category of the scientific resource.
4. The method according to claim 1, wherein the response information is generated by the user terminal according to an operation performed by a user on the recommendation information.
5. The method according to claim 1, wherein determining, according to the response information, a degree of interest of a user corresponding to the user terminal in recommendation information includes:
determining the number of received response messages;
and determining the interest degree of the user corresponding to the user terminal in the recommendation information according to the number of the response information and the number of the user terminals with the same user tags.
6. The method according to claim 5, wherein determining the interest level of the user corresponding to the user terminal in the recommendation information according to the number of the response information and the number of the user terminals with the same user tag includes:
calculating the ratio of the number of the response information and the number of the user terminals with the same user tags;
and determining the interest degree of the user corresponding to the user terminal in the recommendation information according to the ratio.
7. The method of claim 1, wherein before determining a plurality of user terminals with the same user tag, the method further comprises:
acquiring user attribute data of a user;
determining a user label of a user based on a preset user label model and according to user attribute data of the user;
and the preset user label model is a preset neural network model.
8. The method of claim 7, wherein the user attribute data comprises at least one of: age, gender, specialty, occupation, consumption records.
9. A scientific and technological resource-based sharing device, wherein the device comprises:
at least one processor; and the number of the first and second groups,
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
10. A volatile computer storage medium based on sharing of scientific resources, storing computer-executable instructions configured to:
determining a plurality of user terminals with the same user tag, wherein the user tag is used for representing a user category corresponding to the user terminal;
determining scientific and technological resources matched with the user tags based on preset rules;
generating recommendation providing information according to the scientific and technological resources matched with the user tags; the recommendation providing information is used for representing that a recommendation user provides the scientific and technological resources matched with the user tags;
the recommendation information is respectively sent to each user terminal;
receiving response information from a user terminal, and determining the interest degree of a user corresponding to the user tag in the recommendation information according to the response information;
and determining that the user corresponding to the user tag is the supplier of the scientific and technological resources under the condition that the interest degree is greater than or equal to a preset threshold value.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111966703A (en) * | 2020-06-30 | 2020-11-20 | 广州迈安信息科技有限公司 | Engineering cost data query method, device, server and storage medium |
| CN113938422A (en) * | 2021-10-12 | 2022-01-14 | 上海淇玥信息技术有限公司 | Flow distribution method and device and electronic equipment |
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| CN106686063A (en) * | 2016-12-07 | 2017-05-17 | 乐视控股（北京）有限公司 | Information recommendation method and apparatus, and electronic device |
| CN108573428A (en) * | 2018-03-07 | 2018-09-25 | 阿里巴巴集团控股有限公司 | A kind of resource recommendation method and device |
| CN108984657A (en) * | 2018-06-28 | 2018-12-11 | Oppo广东移动通信有限公司 | Image recommendation method and apparatus, terminal, readable storage medium storing program for executing |
| CN109819284A (en) * | 2019-02-18 | 2019-05-28 | 平安科技（深圳）有限公司 | A kind of short video recommendation method, device, computer equipment and storage medium |
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| CN111966703A (en) * | 2020-06-30 | 2020-11-20 | 广州迈安信息科技有限公司 | Engineering cost data query method, device, server and storage medium |
| CN111966703B (en) * | 2020-06-30 | 2023-11-03 | 广州迈安信息科技有限公司 | Engineering cost data query method, device, server and storage medium |
| CN113938422A (en) * | 2021-10-12 | 2022-01-14 | 上海淇玥信息技术有限公司 | Flow distribution method and device and electronic equipment |
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