CN111078744A - Method, equipment and storage medium for pre-docking and guiding scientific and technological requirements - Google Patents

Method, equipment and storage medium for pre-docking and guiding scientific and technological requirements Download PDF

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CN111078744A
CN111078744A CN201911315586.XA CN201911315586A CN111078744A CN 111078744 A CN111078744 A CN 111078744A CN 201911315586 A CN201911315586 A CN 201911315586A CN 111078744 A CN111078744 A CN 111078744A
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technological
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马银波
张哲�
王虎
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Wuhan University of Technology WUT
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Abstract

The invention discloses a method, equipment and a storage medium for pre-docking and guiding scientific and technological requirements, wherein the method comprises the steps of preprocessing keywords corresponding to scientific and technological requirements input by an enterprise, and searching a database corresponding to the scientific and technological requirements; matching the keywords of the scientific and technological requirements with the standardized data in the database; and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result. The invention can judge the authenticity and the validity of the enterprise requirements in advance and push the scientific and technological achievements corresponding to the scientific and technological requirements provided by the enterprise to the enterprise, so that the intelligent scientific and technological service platform has more perfect and effective functions and stronger scientific and technological feelings.

Description

Method, equipment and storage medium for pre-docking and guiding scientific and technological requirements
Technical Field
The invention relates to the technical field of internet, in particular to a method, equipment and a storage medium for pre-docking and guiding scientific and technological requirements.
Background
Because research and development institutions such as colleges and universities, scientific research institutions and the like have strong scientific research capability, in order to implement scientific and technological achievements of research, the scientific and technological achievements formed by research and development of the scientific and technological achievements can be accurately pushed to enterprises through the intelligent scientific and technological conversion service platform of the colleges and universities, deep cooperation can be performed among the colleges and the scientific research institutions and the enterprises, the scientific and technological achievements are converted into actual products to be applied, and the technical better landing is promoted. However, in the actual operation process, the massive scientific and technological requirement information of the enterprise, and the differences in the research purposes, the research characteristics, and the like of the enterprise and the scientific research institutions in colleges and universities lead to inconsistency between the requirements submitted by the enterprise on the intelligent scientific and technological service platform and the actual requirements.
Thus, the prior art has yet to be improved and enhanced.
Disclosure of Invention
In view of the above-mentioned shortcomings of the prior art, the present invention provides a method, device and storage medium for pre-docking and guiding scientific and technological requirements, which can pre-determine the authenticity and validity of enterprise requirements and push the scientific and technological achievements related to the requirements proposed by the enterprise to the enterprise.
In order to achieve the purpose, the invention adopts the following technical scheme:
a method for pre-docking and guiding scientific and technological requirements comprises the following steps:
preprocessing keywords corresponding to scientific and technological requirements input by an enterprise, and finding out a database corresponding to the scientific and technological requirements;
matching the keywords of the scientific and technological requirements with the standardized data in the database;
and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result.
Preferably, in the method for pre-docking and guiding scientific and technological requirements, the step of preprocessing the keywords corresponding to the scientific and technological requirements input by the enterprise and searching the database corresponding to the scientific and technological requirements includes:
acquiring words and sentences to be processed with specific marks in the keywords;
performing single word segmentation on the words and sentences to be processed, and determining the actual meaning of each character in the words and sentences to be processed;
determining entity identifications in the words and sentences to be processed according to a character training model which is trained in advance, and determining identification sequences of the words and sentences to be processed;
and extracting words from the identification sequence, and determining the entity data type corresponding to the identification sequence and the database corresponding to the identification sequence according to the word extraction result.
Preferably, in the method for pre-docking and guiding scientific and technological requirements, the step of matching the keywords of the scientific and technological requirements with the standardized data in the database includes:
performing hash calculation on the keywords of the scientific and technological requirements by using a hash function to obtain hash index information;
and matching the keywords of the scientific and technological requirements with historical characters in a database corresponding to the Hash index information.
Preferably, in the method for pre-docking and guiding scientific and technological requirements, the step of matching the keyword of the scientific and technological requirement with the historical character in the database corresponding to the hash index information includes:
converting the keywords of the scientific and technological requirements into characters through a lexical analyzer, and matching the converted characters with historical characters in a database corresponding to the Hash index information.
Preferably, in the method for pre-docking and guiding scientific and technological requirements, the step of pre-docking the scientific and technological requirements according to the matching result and changing the scientific and technological requirements into actual requirements according to the matching result specifically includes:
when the characters which are the same as the converted characters are matched, pushing scientific and technological achievements corresponding to requirements corresponding to the matched characters to enterprises;
when the characters which are the same as the converted characters are not matched, but at least one similar result exists, pushing at least one alternative scientific and technological achievement to the enterprise;
and when the characters which are the same as the converted characters are not matched and a similar result does not exist, prompting the user to re-input the technological requirement.
Preferably, the method for pre-docking and guiding scientific and technical requirements further comprises: the scientific and technological requirements are reported by guiding the enterprise through the scientific and technological requirement guiding module, so that the enterprise finds the relevant recommended and suggested scientific and technological achievements of the required scientific and technological requirements.
Preferably, the method for pre-docking and guiding scientific and technical requirements further comprises: regularly classify and arrange scientific and technological requirements.
Preferably, the method for pre-docking and guiding scientific and technical requirements further comprises: and backing up the keywords of the scientific and technological requirements input by the enterprise.
An apparatus for pre-docking and directing scientific requirements, comprising a processor and a memory;
the memory has stored thereon a computer readable program executable by the processor;
the processor, when executing the computer readable program, implements the steps in the method of pre-docking and directing scientific requirements as described above.
A computer readable storage medium storing one or more programs, the one or more programs being executable by one or more processors to implement the steps in the method of pre-docking and directing scientific requirements as described above.
Compared with the prior art, the method, the device and the storage medium for pre-docking and guiding the scientific and technological requirements provided by the invention have the advantages that the keywords corresponding to the scientific and technological requirements input by an enterprise are preprocessed, and the database corresponding to the scientific and technological requirements is found out; matching the keywords of the scientific and technological requirements with the standardized data in the database; and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result. The invention can judge the authenticity and the validity of the enterprise requirements in advance and push the scientific and technological achievements corresponding to the scientific and technological requirements provided by the enterprise to the enterprise, so that the intelligent scientific and technological service platform has more perfect and effective functions and stronger scientific and technological feelings.
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FIG. 1 is a flow chart of a method for pre-docking and directing scientific requirements according to a preferred embodiment of the present invention;
fig. 2 is a flowchart of the step S100 in the method for pre-docking and guiding scientific and technological requirements according to the present invention;
fig. 3 is a flowchart of the step S200 in the method for pre-docking and guiding scientific and technological requirements according to the present invention;
FIG. 4 is a diagram illustrating an operating environment of a process for pre-docking and directing scientific requirements according to a preferred embodiment of the present invention;
FIG. 5 is a functional block diagram of a preferred embodiment of the system for installing procedures to pre-dock and direct technological requirements of the present invention.
Detailed Description
The present invention provides a method, a device and a storage medium for pre-docking and guiding scientific and technical requirements, and in order to make the objects, technical schemes and effects of the present invention clearer and clearer, the present invention is further described in detail below by referring to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Please refer to fig. 1, which is a flowchart illustrating a method for pre-docking and directing scientific requirements according to a preferred embodiment of the present invention, the method comprising the following steps:
s100, preprocessing keywords corresponding to scientific and technological requirements input by an enterprise, and finding out a database corresponding to the scientific and technological requirements.
In this embodiment, since the scientific and technological requirements input by the enterprise may not be real and effective scientific and technological requirements, and the scientific and technological requirements input by the enterprise may not be accurate scientific and technological requirements, the keywords corresponding to the scientific and technological requirements input by the enterprise need to be preprocessed, and then the database corresponding to the scientific and technological requirements can be found. A detailed flowchart of step S100 is shown in fig. 2.
Please refer to fig. 2, which is a detailed flowchart of the step S100, including the following steps:
s101, obtaining words and sentences to be processed with specific marks in the keywords;
s102, carrying out single word segmentation on the words and sentences to be processed, and determining the actual meaning of each character in the words and sentences to be processed;
s103, determining entity identifications in the words and sentences to be processed according to a character training model which is trained in advance, and determining identification sequences of the words and sentences to be processed;
and S104, extracting words from the identification sequence, and determining the entity data type corresponding to the identification sequence and the database corresponding to the identification sequence according to the word extraction result.
Specifically, in order to more accurately find out the database corresponding to the keyword, a to-be-processed sentence with a specific identifier in the keyword (for example, "data transmission" in the "method capable of quickly performing data transmission" is the specific identifier) needs to be found out first, then, a single word is segmented for the to-be-processed sentence, the purpose of the single word segmentation is to facilitate the recognition of a subsequent character training model, and further, an identifier sequence of the to-be-processed sentence is determined, then, an entity data type corresponding to the identifier sequence can be determined after the word extraction of the identifier sequence, and the database corresponding to the identifier sequence can be found out according to the entity data type.
S200, matching the keywords of the scientific and technological requirements with the standardized data in the database.
In this embodiment, in order to accurately find the scientific and technological achievements related to the keyword, the keyword needs to be matched with the standardized data in the database to find an optimal matching result, specifically, referring to fig. 3, the step S200 specifically includes:
s201, carrying out hash calculation on the keywords of the scientific and technological requirement by using a hash function to obtain hash index information;
s202, matching the keywords of the scientific and technological requirements with historical characters in a database corresponding to the Hash index information.
Specifically, the hash function is a function preset in a database, the hash index information can be obtained by calculating the keywords through the hash function, since the hash index information contains the position information of the characters, the history characters in the database corresponding to the hash index information can be found out through the hash index information, the history characters can be one or more, and then the matching result can be obtained by matching one by one. Specifically, the step S202 specifically includes:
converting the keywords of the scientific and technological requirements into characters through a lexical analyzer, and matching the converted characters with historical characters in a database corresponding to the Hash index information.
Specifically, since the character information is stored in the database, the keywords can be matched only after being converted, specifically, the keywords are converted into characters according with the character style of the database through a lexical analyzer, and then the characters can be matched one by one.
S300, pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result.
Specifically, the step S300 specifically includes:
when the characters which are the same as the converted characters are matched, pushing scientific and technological achievements corresponding to requirements corresponding to the matched characters to enterprises;
when the characters which are the same as the converted characters are not matched, but at least one similar result exists, pushing at least one alternative scientific and technological achievement to the enterprise;
and when the characters which are the same as the converted characters are not matched and a similar result does not exist, prompting the user to re-input the technological requirement.
According to the method and the system, the keywords are matched with the database, whether the keywords correspond to or resemble information in the database can be quickly judged, if yes, scientific and technological achievements can be pushed to an enterprise for being selected by the enterprise, if not, an enterprise requirement input error is prompted, the enterprise is prompted to input scientific and technological requirements again, and then the most appropriate scientific and technological achievements can be given to the user after the authenticity and the validity of the enterprise requirements are judged, so that the intelligent scientific and technological service platform is more complete in function, more effective and stronger in scientific and technological sense.
Preferably, the method for pre-docking and guiding scientific requirements further comprises:
the scientific and technological requirements are reported by guiding the enterprise through the scientific and technological requirement guiding module, so that the enterprise finds the relevant recommended and suggested scientific and technological achievements of the required scientific and technological requirements.
Specifically, in order to avoid an enterprise input requirement error, the scientific and technological requirement guidance module is arranged to guide the enterprise to report the scientific and technological requirement, specifically, the platform can be used for the enterprise to select the required scientific and technological requirement by classifying layer by layer, for example, the enterprise can find the required scientific and technological requirement by selecting a result source, then selecting a subject to which the result belongs, then selecting a field to which the result belongs and the like to gradually reduce the selection range, so that the enterprise can find the required scientific and technological requirement, and the enterprise can be guided to report.
Preferably, the method for pre-docking and guiding scientific and technical requirements further comprises: classifying and sorting scientific and technological requirements at regular intervals; specifically, scientific and technological requirements can be classified and sorted regularly by scientific and technological personnel (intelligent scientific and technological service platform managers) in colleges and universities so as to solve the deviation of machine learning.
Preferably, the method for pre-docking and guiding scientific and technical requirements further comprises: and backing up the keywords of the scientific and technological requirements input by the enterprise. Data are accumulated by synchronously backing up scientific and technological requirement reporting process data, so that the knowledge map is perfected, and convenience is provided for subsequent requirement reporting.
It should be understood that, although the steps in the flowcharts of fig. 1 to 3 are shown in sequence as indicated by the arrows, the steps are not necessarily performed in sequence as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise.
As shown in fig. 4, based on the method for pre-docking and guiding scientific and technological requirements, the present invention further provides a device for pre-docking and guiding scientific and technological requirements, where the device for pre-docking and guiding scientific and technological requirements may be a mobile terminal, a desktop computer, a notebook, a server, or other computing devices.
The apparatus for pre-docking and directing technological requirements includes a processor 10, a memory 20, and a display 30. Fig. 4 shows only some of the components of the device pre-docking and boot-strap technology requirements, but it should be understood that not all of the illustrated components are required to be implemented, and that more or fewer components may be implemented instead.
The storage 20 may in some embodiments be an internal storage unit of the pre-docking and booting technology required device, such as a hard disk or a memory of the pre-docking and booting technology required device. In other embodiments, the memory 20 may also be an external storage device of the pre-docking and booting device, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like, which are equipped on the pre-docking and booting device. Further, the memory 20 may also include both internal and external storage units of the device that pre-docks and boots the scientific requirements. The memory 20 is used for storing application software installed in the devices with the pre-docking and booting scientific requirements and various types of data, such as program codes of the devices with the pre-docking and booting scientific requirements. The memory 20 may also be used to temporarily store data that has been output or is to be output. In one embodiment, the memory 20 stores a pre-docking and booting technology requirement program 40, which can be executed by the processor 10 to implement the method for pre-docking and booting technology requirements of the embodiments of the present application.
The processor 10 may be, in some embodiments, a Central Processing Unit (CPU), a microprocessor or other data Processing chip, which is used to run program codes stored in the memory 20 or process data, such as executing the methods of the pre-docking and booting technology requirements.
The display 30 may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch panel, or the like in some embodiments. The display 30 is used for displaying information of the pre-docking and guidance science and technology required devices and for displaying a visual user interface. The components 10-30 of the pre-docking and lead-through technologically demanding device communicate with each other via a system bus.
In one embodiment, when the processor 10 executes the program 40 for pre-docking and booting the scientific requirements in the memory 20, the following steps are implemented:
preprocessing keywords corresponding to scientific and technological requirements input by an enterprise, and finding out a database corresponding to the scientific and technological requirements;
matching the keywords of the scientific and technological requirements with the standardized data in the database;
and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result.
In an embodiment, the step of preprocessing the keywords corresponding to the scientific and technological requirements input by the enterprise and finding the database corresponding to the scientific and technological requirements includes:
acquiring words and sentences to be processed with specific marks in the keywords;
performing single word segmentation on the words and sentences to be processed, and determining the actual meaning of each character in the words and sentences to be processed;
determining entity identifications in the words and sentences to be processed according to a character training model which is trained in advance, and determining identification sequences of the words and sentences to be processed;
and extracting words from the identification sequence, and determining the entity data type corresponding to the identification sequence and the database corresponding to the identification sequence according to the word extraction result.
In one embodiment, the step of matching the keywords of the scientific and technological requirements with the standardized data in the database includes:
performing hash calculation on the keywords of the scientific and technological requirements by using a hash function to obtain hash index information;
and matching the keywords of the scientific and technological requirements with historical characters in a database corresponding to the Hash index information.
In an embodiment, the step of matching the keyword of the scientific and technological requirement with the historical character in the database corresponding to the hash index information includes:
converting the keywords of the scientific and technological requirements into characters through a lexical analyzer, and matching the converted characters with historical characters in a database corresponding to the Hash index information.
In one embodiment, the step of pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result specifically includes:
when the characters which are the same as the converted characters are matched, pushing scientific and technological achievements corresponding to requirements corresponding to the matched characters to enterprises;
when the characters which are the same as the converted characters are not matched, but at least one similar result exists, pushing at least one alternative scientific and technological achievement to the enterprise;
and when the characters which are the same as the converted characters are not matched and a similar result does not exist, prompting the user to re-input the technological requirement.
In one embodiment, when the processor 10 executes the program 40 for pre-docking and booting the scientific requirements in the memory 20, it further implements:
the scientific and technological requirements are reported by guiding the enterprise through the scientific and technological requirement guiding module, so that the enterprise finds the relevant recommended and suggested scientific and technological achievements of the required scientific and technological requirements.
In one embodiment, when the processor 10 executes the program 40 for pre-docking and booting the scientific requirements in the memory 20, it further implements:
regularly classify and arrange scientific and technological requirements.
In one embodiment, when the processor 10 executes the program 40 for pre-docking and booting the scientific requirements in the memory 20, it further implements:
and backing up the keywords of the scientific and technological requirements input by the enterprise.
Please refer to fig. 5, which is a functional block diagram of a system for installing procedures for pre-docking and directing scientific requirements according to a preferred embodiment of the present invention. In this embodiment, the system for installing the programs for pre-docking and booting the scientific requirements may be divided into one or more modules, and the one or more modules are stored in the memory 20 and executed by one or more processors (in this embodiment, the processor 10) to complete the present invention. For example, in fig. 5, a system of installing programs for pre-docking and booting technological requirements may be divided into a preprocessing module 21, a matching module 22, and an output module 23. The module referred to in the present invention refers to a series of computer program instruction segments capable of performing specific functions, which are more suitable than programs for describing the execution process of the program of the pre-docking and guiding technological requirements in the device of the pre-docking and guiding technological requirements. The following description will specifically describe the functionality of the modules 21-23.
The preprocessing module 21 is configured to preprocess a keyword corresponding to a scientific and technological requirement input by an enterprise, and find a database corresponding to the scientific and technological requirement;
the matching module 22 is used for matching the keywords of the scientific and technological requirements with the standardized data in the database;
and the output module 23 is configured to pre-dock the scientific and technological requirements according to the matching result, and change the scientific and technological requirements into actual requirements according to the matching result.
Preferably, the preprocessing module 21 specifically includes:
a to-be-processed sentence acquisition unit, configured to acquire a to-be-processed sentence with a specific identifier in the keyword;
the single word segmentation unit is used for performing single word segmentation on the words and sentences to be processed and determining the actual meaning of each character in the words and sentences to be processed;
an identification sequence obtaining unit, configured to determine an entity identification in the word and sentence to be processed according to a pre-trained character training model, and determine an identification sequence of the word and sentence to be processed;
and the database acquisition unit is used for extracting words from the identification sequence and determining the entity data type corresponding to the identification sequence and the database corresponding to the identification sequence according to the word extraction result.
Preferably, the matching module 22 specifically includes:
the index calculation unit is used for carrying out Hash calculation on the keywords of the scientific and technological requirements by utilizing a Hash function to obtain Hash index information;
and the matching unit is used for matching the keywords of the scientific and technological requirements with the historical characters in the database corresponding to the Hash index information.
Preferably, the matching unit is specifically configured to:
converting the keywords of the scientific and technological requirements into characters through a lexical analyzer, and matching the converted characters with historical characters in a database corresponding to the Hash index information.
Preferably, the output module 23 is specifically configured to:
when the characters which are the same as the converted characters are matched, pushing scientific and technological achievements corresponding to requirements corresponding to the matched characters to enterprises;
when the characters which are the same as the converted characters are not matched, but at least one similar result exists, pushing at least one alternative scientific and technological achievement to the enterprise;
and when the characters which are the same as the converted characters are not matched and a similar result does not exist, prompting the user to re-input the technological requirement.
Preferably, the system for installing the program for pre-docking and guiding the scientific requirements further comprises: and the enterprise guiding module is used for guiding the enterprise to report the scientific and technological requirements through the scientific and technological requirement guiding module so that the enterprise finds the relevant recommended suggested scientific and technological achievements of the required scientific and technological requirements.
Preferably, the system for installing the program for pre-docking and guiding the scientific requirements further comprises: and the classification and arrangement module is used for classifying and arranging the scientific and technological requirements at regular intervals.
Preferably, the system for installing the program for pre-docking and guiding the scientific requirements further comprises: and the backup module is used for backing up the keywords of the scientific and technological requirements input by the enterprise.
In summary, in the method, the device and the storage medium for pre-docking and guiding scientific and technological requirements provided by the present invention, the method includes pre-processing keywords corresponding to scientific and technological requirements input by an enterprise, and finding out a database corresponding to the scientific and technological requirements; matching the keywords of the scientific and technological requirements with the standardized data in the database; and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result. The invention can judge the authenticity and the validity of the enterprise requirements in advance and push the scientific and technological achievements corresponding to the scientific and technological requirements provided by the enterprise to the enterprise, so that the intelligent scientific and technological service platform has more perfect and effective functions and stronger scientific and technological feelings.
Of course, it will be understood by those skilled in the art that all or part of the processes of the methods of the above embodiments may be implemented by a computer program instructing relevant hardware (such as a processor, a controller, etc.), and the program may be stored in a computer readable storage medium, and when executed, the program may include the processes of the above method embodiments. The storage medium may be a memory, a magnetic disk, an optical disk, etc.
It should be understood that equivalents and modifications of the technical solution and inventive concept thereof may occur to those skilled in the art, and all such modifications and alterations should fall within the scope of the appended claims.

Claims (10)

1. A method for pre-docking and guiding scientific and technological requirements is characterized by comprising the following steps:
preprocessing keywords corresponding to scientific and technological requirements input by an enterprise, and finding out a database corresponding to the scientific and technological requirements;
matching the keywords of the scientific and technological requirements with the standardized data in the database;
and pre-docking the scientific and technological requirements according to the matching result, and changing the scientific and technological requirements into actual requirements according to the matching result.
2. The method for pre-docking and directing scientific and technological requirements according to claim 1, wherein the step of pre-processing the keywords corresponding to the scientific and technological requirements input by the enterprise and searching the database corresponding to the scientific and technological requirements comprises:
acquiring words and sentences to be processed with specific marks in the keywords;
performing single word segmentation on the words and sentences to be processed, and determining the actual meaning of each character in the words and sentences to be processed;
determining entity identifications in the words and sentences to be processed according to a character training model which is trained in advance, and determining identification sequences of the words and sentences to be processed;
and extracting words from the identification sequence, and determining the entity data type corresponding to the identification sequence and the database corresponding to the identification sequence according to the word extraction result.
3. The method of pre-docking and directing scientific requirements according to claim 2 wherein the step of matching keywords of the scientific requirements with standardized data in the database comprises:
performing hash calculation on the keywords of the scientific and technological requirements by using a hash function to obtain hash index information;
and matching the keywords of the scientific and technological requirements with historical characters in a database corresponding to the Hash index information.
4. The method according to claim 3, wherein the step of matching the keyword of the scientific requirement with the historical character in the database corresponding to the hash index information comprises:
converting the keywords of the scientific and technological requirements into characters through a lexical analyzer, and matching the converted characters with historical characters in a database corresponding to the Hash index information.
5. The method according to claim 4, wherein the steps of pre-docking the scientific and technological requirements according to the matching result and changing the scientific and technological requirements to actual requirements according to the matching result specifically include:
when the characters which are the same as the converted characters are matched, pushing scientific and technological achievements corresponding to requirements corresponding to the matched characters to enterprises;
when the characters which are the same as the converted characters are not matched, but at least one similar result exists, pushing at least one alternative scientific and technological achievement to the enterprise;
and when the characters which are the same as the converted characters are not matched and a similar result does not exist, prompting the user to re-input the technological requirement.
6. The method of pre-docking and directing scientific requirements according to claim 1, further comprising: the scientific and technological requirements are reported by guiding the enterprise through the scientific and technological requirement guiding module, so that the enterprise finds the relevant recommended and suggested scientific and technological achievements of the required scientific and technological requirements.
7. The method of pre-docking and directing scientific requirements according to claim 1, further comprising: regularly classify and arrange scientific and technological requirements.
8. The method of pre-docking and directing scientific requirements according to claim 1, further comprising: and backing up the keywords of the scientific and technological requirements input by the enterprise.
9. An apparatus for pre-docking and directing scientific requirements comprising a processor and a memory;
the memory has stored thereon a computer readable program executable by the processor;
the processor, when executing the computer readable program, implements the steps in the method of pre-docking and directing technological requirements of any one of claims 1-8.
10. A computer readable storage medium, storing one or more programs, the one or more programs being executable by one or more processors to perform the steps in the method of pre-docking and directing technological requirements as recited in any one of claims 1-8.
CN201911315586.XA 2019-12-19 2019-12-19 Method, equipment and storage medium for pre-docking and guiding scientific and technological requirements Pending CN111078744A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112288406A (en) * 2020-11-04 2021-01-29 唐开强 Service object retrieval method based on scientific and technological information crowd-sourced platform

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104036045A (en) * 2014-07-01 2014-09-10 彩带网络科技（北京）有限公司 Information analysis method and service platform
CN105139116A (en) * 2015-08-15 2015-12-09 杭州后博科技有限公司 Project docking system and project docking method between college teacher and enterprise
CN105243470A (en) * 2015-09-17 2016-01-13 中关村四方现代服务产业技术创新战略联盟 Demand-service butt joint scientific and technical achievements transformation system
CN106844351A (en) * 2017-02-24 2017-06-13 黑龙江特士信息技术有限公司 A kind of medical institutions towards multi-data source organize class entity recognition method and device
JP2017182392A (en) * 2016-03-30 2017-10-05 国立大学法人徳島大学 Industrial-academic link matching support system
CN108681577A (en) * 2018-05-08 2018-10-19 亳州中药材商品交易中心有限公司 A kind of novel library structure data index method
CN109377324A (en) * 2018-12-05 2019-02-22 河北工业大学 A kind of technical need docking business model system based on artificial intelligence
US20190179966A1 (en) * 2017-11-29 2019-06-13 Baidu Online Network Technology (Beijing) Co., Ltd. Method and apparatus for identifying demand

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104036045A (en) * 2014-07-01 2014-09-10 彩带网络科技（北京）有限公司 Information analysis method and service platform
CN105139116A (en) * 2015-08-15 2015-12-09 杭州后博科技有限公司 Project docking system and project docking method between college teacher and enterprise
CN105243470A (en) * 2015-09-17 2016-01-13 中关村四方现代服务产业技术创新战略联盟 Demand-service butt joint scientific and technical achievements transformation system
JP2017182392A (en) * 2016-03-30 2017-10-05 国立大学法人徳島大学 Industrial-academic link matching support system
CN106844351A (en) * 2017-02-24 2017-06-13 黑龙江特士信息技术有限公司 A kind of medical institutions towards multi-data source organize class entity recognition method and device
US20190179966A1 (en) * 2017-11-29 2019-06-13 Baidu Online Network Technology (Beijing) Co., Ltd. Method and apparatus for identifying demand
CN108681577A (en) * 2018-05-08 2018-10-19 亳州中药材商品交易中心有限公司 A kind of novel library structure data index method
CN109377324A (en) * 2018-12-05 2019-02-22 河北工业大学 A kind of technical need docking business model system based on artificial intelligence

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112288406A (en) * 2020-11-04 2021-01-29 唐开强 Service object retrieval method based on scientific and technological information crowd-sourced platform

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