CN112164435A - Information matching method, device, equipment and storage medium - Google Patents
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Abstract
The application relates to an information matching method, an information matching device, an information matching system, information matching equipment and a storage medium, wherein the information matching method comprises the following steps: acquiring preset demand information of an application party; decomposing the preset demand information into a plurality of first elements according to a preset rule; the method and the device have the advantages that the corresponding research institution information is matched in the memory according to the first element, the historical research institution information stored according to the second element and the corresponding relation between the first element and the second element are stored in the memory, the problems of low efficiency and inaccurate matching of the offline matching mode in the related technology are solved, and offline process interconnection is realized.
Description
Technical Field
The present application relates to the field of computers, and in particular, to an information matching method, apparatus, device, and storage medium.
Background
At present, cooperation requirements of clinical research sponsors and research institutions are matched, the main mode is an offline matching mode, and the main ways for the offline sponsors to search the corresponding research institutions and researchers are introduction of acquaintances, introduction of clinical related personnel and the like. The large environment of the domestic clinical research is in the initial development stage, and the research institutions capable of bearing most of the clinical research are mainly the first-line hospitals in the world, such as the Shangdong hospitals. Such hospital qualifications are basically known by business or CRO companies.
However, the offline matching mode has the following disadvantages:
(1) the offline communication efficiency is low and the cost is high;
(2) for initiated research, the sponsor generally selects large hospitals with wide north and the like because the quality of the hospitals reaches the standard, the researchers with high pre-initiated research fitness are numerous and complete in facilities, and matched institutions and researchers can be easily found out, so that the cost is high and the number of idle researchers is low;
(3) the clinical research requirements and the fitness of institutional researchers are not high, and the most reasonable match cannot be found;
(4) the domestic clinical research system is not sound, and the quality management system tends to be sound and not sound.
At present, no effective solution is provided for the problems of low efficiency and inaccurate matching of the under-line matching mode in the related technology.
Disclosure of Invention
The embodiment of the application provides an information matching method, an information matching device, an information matching system, computer equipment and a computer readable storage medium, and aims to at least solve the problems of low efficiency and inaccurate matching of an offline matching mode in the related art.
In a first aspect, an embodiment of the present application provides an information matching method, including: acquiring preset demand information of an application party; decomposing the preset demand information into a plurality of first elements according to a preset rule; and matching corresponding research institution information in a memory according to the first element, wherein the memory stores historical research institution information stored according to the second element and the corresponding relation between the first element and the second element.
In some embodiments, decomposing the predetermined requirement information into a plurality of first elements according to a predetermined rule includes: obtaining a questionnaire template corresponding to an application party; and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises a plurality of first elements.
In some embodiments, after matching the corresponding research institution direction information in the memory by the first element, the method further includes: sending a questionnaire to the research institutions corresponding to the matched research institution information; receiving questionnaire information fed back by a research institution based on a demand questionnaire; the questionnaire information is sent to the sponsor.
In some embodiments, after sending the questionnaire information to the sponsor, the method further comprises: receiving an inquiry request of an application party based on questionnaire information feedback, wherein the inquiry request carries intention information; and receiving a challenge reply fed back by the research institution based on the challenge request and sending the challenge reply to the sponsor.
In some of these embodiments, the first element comprises: project name, project requirement category, project amount, required research institution qualification requirement and project period; the second element includes: type of study, primary investigator qualification, institutional advantage.
In a second aspect, an embodiment of the present application provides an information matching apparatus, including: the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring preset demand information of an application party; the decomposition module is used for decomposing the preset demand information into a plurality of first elements according to a preset rule; and the matching module is used for matching the corresponding research institution information in the memory according to the first element, wherein the memory stores the historical research institution information stored according to the second element and the corresponding relation between the first element and the second element.
In some embodiments, the decomposition module is further configured to obtain a questionnaire template corresponding to the sponsor; and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises a plurality of first elements.
In some embodiments, the matching module is further configured to, after matching the corresponding research institution direction information in the memory according to the first element, send a questionnaire to a research institution corresponding to the matched research institution information; receiving questionnaire information fed back by a research institution based on a demand questionnaire; the questionnaire information is sent to the sponsor.
In a third aspect, an embodiment of the present application provides a computer device, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and when the processor executes the computer program, the information matching method according to the first aspect is implemented.
In a fourth aspect, the present application provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the information matching method according to the first aspect is implemented.
Compared with the related art, the information matching method provided by the embodiment of the application obtains the preset demand information of the sponsor; decomposing the preset demand information into a plurality of first elements according to a preset rule; matching corresponding research institution information in a memory according to a first element, wherein historical research institution information stored according to a second element and the corresponding relation between the first element and the second element are stored in the memory, so that the problems of low efficiency and inaccurate matching of an offline matching mode in the related technology are solved, and offline process interconnection is realized.
The details of one or more embodiments of the application are set forth in the accompanying drawings and the description below to provide a more thorough understanding of the application.
Drawings
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 flow chart of an information matching method according to an embodiment of the present application;
FIG. 2 is a schematic diagram of a collaborative requirements model according to an embodiment of the present application;
FIG. 3 is a schematic diagram of element information according to an embodiment of the present application;
FIG. 4 is a flow chart of a preferred information matching method according to an embodiment of the present application;
fig. 5 is a block diagram of a configuration of an information matching apparatus according to an embodiment of the present application;
fig. 6 is a schematic diagram of an electronic device according to an embodiment of the application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be described and illustrated below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments provided in the present application without any inventive step are within the scope of protection of the present application.
It is obvious that the drawings in the following description are only examples or embodiments of the present application, and that it is also possible for a person skilled in the art to apply the present application to other similar contexts on the basis of these drawings without inventive effort. Moreover, it should be appreciated that in the development of any such actual implementation, as in any engineering or design project, numerous implementation-specific decisions must be made to achieve the developers' specific goals, such as compliance with system-related and business-related constraints, which may vary from one implementation to another.
Reference in the specification to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the specification. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of ordinary skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments without conflict.
Unless defined otherwise, technical or scientific terms referred to herein shall have the ordinary meaning as understood by those of ordinary skill in the art to which this application belongs. Reference to "a," "an," "the," and similar words throughout this application are not to be construed as limiting in number, and may refer to the singular or the plural. The present application is directed to the use of the terms "including," "comprising," "having," and any variations thereof, which are intended to cover non-exclusive inclusions; for example, a process, method, system, article, or apparatus that comprises a list of steps or modules (elements) is not limited to the listed steps or elements, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus. Reference to "connected," "coupled," and the like in this application is not intended to be limited to physical or mechanical connections, but may include electrical connections, whether direct or indirect. The term "plurality" as referred to herein means two or more. "and/or" describes an association relationship of associated objects, meaning that three relationships may exist, for example, "A and/or B" may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship. Reference herein to the terms "first," "second," "third," and the like, are merely to distinguish similar objects and do not denote a particular ordering for the objects.
The embodiment provides an information matching method. Fig. 1 is a flowchart of an information matching method according to an embodiment of the present application, and as shown in fig. 1, the flowchart includes the following steps:
step S102, obtaining the preset demand information of the sponsor;
step S104, decomposing the preset demand information into a plurality of first elements according to a preset rule;
and step S106, matching corresponding research institution information in a memory according to the first element, wherein the memory stores historical research institution information stored according to the second element and the corresponding relation between the first element and the second element.
Through the steps, the preset demand information of the sponsor is decomposed into a plurality of first elements according to the preset rule; and matching corresponding research institution information in a memory according to the decomposed first element, wherein the memory stores historical research institution information stored according to a second element and the corresponding relation between the first element and the second element, so that the problems of low efficiency and inaccurate matching of the offline matching mode in the related technology are solved, offline process interconnection is realized, and the most reasonable research institution and researcher are found for the sponsor.
In some embodiments, decomposing the predetermined requirement information into a plurality of first elements according to a predetermined rule includes: obtaining a questionnaire template corresponding to an application party; and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises a plurality of first elements.
Specifically, for convenience of flow operation and low learning cost, the publishing cooperation requirement is in the form of an online questionnaire form. The questionnaire mode is an operation mode similar to a questionnaire network, and aiming at the industrial characteristics, the questionnaire also supports template import cooperation requirements, so that excel information can be conveniently and quickly input.
In some embodiments, after matching the corresponding research institution direction information in the memory by the first element, the method further includes: sending a questionnaire to the research institutions corresponding to the matched research institution information; receiving questionnaire information fed back by a research institution based on a demand questionnaire; the questionnaire information is sent to the sponsor.
In some embodiments, after sending the questionnaire information to the sponsor, the method further comprises: receiving an inquiry request of an application party based on questionnaire information feedback, wherein the inquiry request carries intention information; and receiving a challenge reply fed back by the research institution based on the challenge request and sending the challenge reply to the sponsor.
In some of these embodiments, the first element comprises: project name, project requirement category, project amount, required research institution qualification requirement and project period; the second element includes: type of study, primary investigator qualification, institutional advantage.
Specifically, the first element represents the collaboration requirement information of the release of the sponsor, the collaboration requirement model of which is shown in fig. 2, and the collaboration requirement information of the sponsor includes but is not limited to the following: the method comprises the following steps of cooperating requirement names, project names, requirement classifications, project amounts, hospital qualification requirements, indications, test stages, research medicines/instruments and the like. According to the element (label) platforms, some corresponding research institution lists can be automatically matched, and corresponding cooperation requirements can also be pushed to account numbers of corresponding institutions by the platforms. The second element represents research institution information including, but not limited to, the following critical information: study type, classification and description of indications, main researchers and whether clinical trial experience, department clinic amount and advantage description exist in the field. These are key information criteria combined with the characteristics of the offline mode and clinical research, and other more essential information is shown in fig. 3.
It should be noted that research institutions and researchers can also issue research intentions, the system can check whether there is a matched project to be researched according to the provided critical information, and whether the configuration is open or not according to the setting, if the configuration is open, the research intention information can be pushed to the sponsor end, when a new collaboration requirement is issued subsequently, the research intentions can be screened according to the research intentions, if there is a corresponding intention, direct online/offline communication can be performed, time cost is saved, and the researchers can match the project initiated by the sponsor according to the own research intentions.
Fig. 4 is a flowchart of a preferred information matching method according to an embodiment of the present application, and as shown in fig. 4, a sponsor serves as an initiator of a collaborative demand, and by issuing a questionnaire to a platform, the platform matches an appropriate research institution for the sponsor according to a research institution that issued a research intention (also an individual researcher issues a research intention). After the matched proper mechanisms are matched, the mechanisms submit application forms according to questionnaires, the application side determines whether the cooperation is performed or not according to internal verification, the intention of the cooperation is sent to the matched mechanisms in a challenging mode, and finally the cooperation parties are determined. The cooperation demands initiated by the sponsor are of various types, key indexes have no commonality, and how to extract the information can reduce the cost of manual matching by replacing manual matching with AI.
Through the embodiment, the problems that the demand elements of a clinical research initiator are collected and perfected, what is the intention of the sponsor is determined, how to arrange the offline fussy investigation information into key indexes, and how to synchronize the offline process into an online mechanism are solved; the online and offline process interconnection is realized, the most reasonable institution and researcher are found for the sponsor, the researcher can match the project initiated by the sponsor according to the research intention of the researcher, the Internet is used as a means to assist clinical research, manage clinical data, analyze clinical results, save communication cost, and quickly and accurately match the sponsor and the institution, so that the institution and the researcher have reasonable resources, and the clinical research of the two-three-wire urban hospital which develops related qualifications can be researched, thereby strengthening the domestic clinical research group and the strength.
It should be noted that the steps illustrated in the above-described flow diagrams or in the flow diagrams of the figures may be performed in a computer system, such as a set of computer-executable instructions, and that, although a logical order is illustrated in the flow diagrams, in some cases, the steps illustrated or described may be performed in an order different than here.
The present embodiment further provides an information matching apparatus, which is used to implement the foregoing embodiments and preferred embodiments, and the description of the apparatus is omitted here. As used hereinafter, the terms "module," "unit," "subunit," and the like may implement a combination of software and/or hardware for a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 5 is a block diagram of a configuration of an information matching apparatus according to an embodiment of the present application, and as shown in fig. 5, the apparatus includes:
an obtaining module 52, configured to obtain the predetermined requirement information of the sponsor;
the decomposition module 54 is used for decomposing the predetermined demand information into a plurality of first elements according to a predetermined rule;
and a matching module 56, configured to match, in the memory, the corresponding research institution information according to the first element, where the memory stores the historical research institution information stored according to the second element and the corresponding relationship between the first element and the second element.
In some embodiments, the decomposition module 54 is further configured to obtain a questionnaire template corresponding to the sponsor; and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises a plurality of first elements.
In some embodiments, the matching module 56 is further configured to, after matching the corresponding research institution direction information in the memory according to the first element, send a questionnaire to a research institution corresponding to the matched research institution information; receiving questionnaire information fed back by a research institution based on a demand questionnaire; the questionnaire information is sent to the sponsor.
The above modules may be functional modules or program modules, and may be implemented by software or hardware. For a module implemented by hardware, the modules may be located in the same processor; or the modules can be respectively positioned in different processors in any combination.
The embodiment of the present disclosure provides an electronic device, as shown in fig. 6, the electronic device includes one or more processors 61 and a memory 62, and one processor 63 is taken as an example in fig. 6.
The controller may further include: an input device 63 and an output device 64.
The processor 61, the memory 62, the input device 63 and the output device 64 may be connected by a bus or other means, as exemplified by the bus connection in fig. 6.
The processor 61 may be a Central Processing Unit (CPU). The processor 61 may also be other general purpose processors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or combinations thereof. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 62, which is a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer executable programs, and modules, such as program instructions/modules corresponding to the control methods in the embodiments of the present disclosure. The processor 61 executes various functional applications of the server and data processing by running non-transitory software programs, instructions and modules stored in the memory 62, i.e. implements the method of the above-described method embodiment.
The memory 62 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to use of a processing device operated by the server, and the like. Further, the memory 62 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 62 may optionally include memory located remotely from the processor 61, which may be connected to a network connection device via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input device 63 may receive input numeric or character information and generate key signal inputs related to user settings and function control of the processing device of the server. The output device 64 may include a display device such as a display screen.
One or more modules are stored in the memory 62, which when executed by the one or more processors 61, perform the method as shown in fig. 1.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program to instruct related hardware, and the program can be stored in a computer readable storage medium, and when executed, the program can include the processes of the embodiments of the motor control methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-only memory (ROM), a Random Access Memory (RAM), a flash memory (FlashMemory), a hard disk (hard disk drive, abbreviated as HDD) or a Solid State Drive (SSD), etc.; the storage medium may also comprise a combination of memories of the kind described above.
In addition, in combination with the method for executing the binding function in the foregoing embodiments, the embodiments of the present application may provide a computer-readable storage medium to implement the method. The computer readable storage medium having stored thereon computer program instructions; the computer program instructions, when executed by a processor, implement any of the binding function execution methods in the above embodiments.
The technical features of the embodiments described above may be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the embodiments described above are not described, but should be considered as being within the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. An information matching method, comprising:
acquiring preset demand information of an application party;
decomposing the preset demand information into a plurality of first elements according to a preset rule;
and matching corresponding research institution information in a memory according to the first element, wherein the memory stores historical research institution information stored according to a second element and the corresponding relation between the first element and the second element.
2. The method according to claim 1, wherein the decomposing the predetermined requirement information into a plurality of first elements according to a predetermined rule comprises:
obtaining a questionnaire template corresponding to the sponsor;
and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises the plurality of first elements.
3. The method of claim 2, further comprising, after matching corresponding research institution directional information in memory by the first factor:
sending the questionnaire to the research institutions corresponding to the matched research institution information;
receiving questionnaire information fed back by the research institution based on the demand questionnaire;
and sending the questionnaire information to the sponsor.
4. The method of claim 2, after sending the questionnaire information to the sponsor, further comprising:
receiving a challenge request of the sponsor based on the questionnaire information feedback, wherein the challenge request carries intention of collaboration information;
and receiving a challenge reply fed back by the research institution based on the challenge request and sending the challenge reply to the sponsor.
5. The method according to any one of claims 1 to 4, wherein the first element comprises: project name, project requirement category, project amount, required research institution qualification requirement and project period; the second element includes: type of study, primary investigator qualification, institutional advantage.
6. An information matching apparatus, comprising:
the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring preset demand information of an application party;
the decomposition module is used for decomposing the preset demand information into a plurality of first elements according to a preset rule;
and the matching module is used for matching corresponding research institution information in a memory according to the first element, wherein the memory stores historical research institution information stored according to a second element and the corresponding relation between the first element and the second element.
7. The apparatus of claim 6, wherein the decomposition module is further configured to obtain a questionnaire template corresponding to the sponsor; and acquiring a demand questionnaire according to the questionnaire template and the demand information of the sponsor, wherein the demand questionnaire comprises the plurality of first elements.
8. The apparatus according to claim 7, wherein the matching module is further configured to, after matching corresponding research institution direction information in the memory according to the first element, send the questionnaire to a research institution corresponding to the matched research institution information; receiving questionnaire information fed back by the research institution based on the demand questionnaire; and sending the questionnaire information to the sponsor.
9. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the information matching method according to any one of claims 1 to 5 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the information matching method according to any one of claims 1 to 5.
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Application publication date: 20210101 |