Method, device, terminal and storage medium for generating scientific and technological innovation information

Abstract

The present application discloses a method, device, terminal and storage medium for generating scientific and technological innovation information. The method includes: establishing a portrait of the first enterprise user based on the identification information of the first enterprise user; determining an enterprise user database based on the portrait of the first enterprise user; classifying, labeling and segmenting multiple first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database; generating second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user. The present invention trains the initial content recommendation model through the established enterprise user database and the scientific and technological innovation information database to obtain a target content recommendation model, so as to directly generate the second scientific and technological innovation information corresponding to the portrait of the second enterprise user through the target content recommendation model and the portrait of the second enterprise user, and adopts an automated method without manual processing, thereby improving the efficiency of obtaining scientific and technological innovation information.

Description

Technical Field

[0001] The present application relates to the field of information push technology, and more specifically, to a method, device, terminal and storage medium for generating scientific and technological innovation information. Background Art

[0002] Scientific and technological innovation information (i.e. technological innovation information) is particularly important for enterprises. At the same time, how enterprises obtain the corresponding scientific and technological innovation information has become an urgent problem to be solved.

[0003] At present, enterprises mainly obtain scientific and technological information through manual operations, that is, by searching for information on the Internet, communicating with rival enterprises, and paying attention to real-time market trends to obtain relevant scientific and technological information.

[0004] However, there is a problem of low efficiency in obtaining scientific and technological innovation information using the above method. Summary of the invention

[0005] The main purpose of this application is to provide a method, device, terminal and storage medium for generating scientific and technological innovation information, so as to solve the problem of low efficiency in obtaining scientific and technological innovation information in related technologies.

[0006] In order to achieve the above objectives, in a first aspect, the present application provides a method for generating scientific and technological innovation information, comprising:

[0007] Based on the identification information of the first enterprise user, establish a portrait of the first enterprise user;

[0008] Determine the enterprise user database based on the portrait of the first enterprise user;

[0009] Classifying, labeling and word segmenting the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database;

[0010] Based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user, second scientific and technological innovation information corresponding to the portrait of the second enterprise user is generated.

[0011] In a possible implementation, establishing a portrait of the first enterprise user based on the identification information of the first enterprise user includes:

[0012] Receiving identification information of a first enterprise user;

[0013] Identify the identification information of the first enterprise user, and determine whether the first enterprise user is a new user;

[0014] If the first enterprise user is a new user, create a profile of the first enterprise user.

[0015] In a possible implementation, determining the enterprise user database according to the portrait of the first enterprise user includes:

[0016] Collecting enterprise information of the first enterprise user;

[0017] Match the enterprise information and the portrait to obtain the first enterprise user information;

[0018] The first enterprise user information is converted into data to obtain a plurality of first enterprise user data, and an enterprise user database is established based on the plurality of first enterprise user data, wherein the plurality of first enterprise user information corresponds one to one to the plurality of first enterprise user data.

[0019] In a possible implementation, multiple pieces of first scientific and technological innovation information are classified, labeled, and segmented in sequence to obtain a scientific and technological innovation information database, including:

[0020] Classifying and labeling the plurality of first scientific and creative information in turn to obtain a plurality of second scientific and creative information;

[0021] Perform word segmentation on the plurality of scientific innovation titles in the plurality of second scientific innovation information to obtain a plurality of third scientific innovation information, wherein the plurality of first scientific innovation information, the plurality of second scientific innovation information, the plurality of scientific innovation titles, and the plurality of third scientific innovation information correspond to each other one by one;

[0022] Data conversion is performed on the multiple third scientific and technological innovation information to obtain multiple target scientific and technological innovation information data, and a scientific and technological innovation information database is established based on the multiple target scientific and technological innovation information data, wherein the multiple third scientific and technological innovation information corresponds one-to-one to the multiple target scientific and technological innovation information data.

[0023] In a possible implementation, multiple pieces of first scientific and technological innovation information are classified and labeled in sequence to obtain multiple pieces of second scientific and technological innovation information, including:

[0024] Classifying the plurality of first scientific and technological innovation information according to industries, and obtaining at least one fourth scientific and technological innovation information corresponding to each industry;

[0025] For each industry, label at least one fourth scientific and technological innovation information to obtain at least one fourth scientific and technological innovation information carrying a label index;

[0026] At least one fourth scientific and technological innovation information carrying a label index in all industries is aggregated to obtain multiple second scientific and technological innovation information.

[0027] In a possible implementation, based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user, generating the second scientific and technological innovation information corresponding to the portrait of the second enterprise user includes:

[0028] Establish a model training set based on the enterprise user database and scientific and technological innovation information database;

[0029] Using the model training set to train the initial content recommendation model to obtain the target content recommendation model;

[0030] The portrait of the second enterprise user is input into the target content recommendation model to generate the second scientific and technological innovation information.

[0031] In a possible implementation, a model training set is established based on the enterprise user database and the scientific and technological innovation information database, including:

[0032] Extracting a preset number of target enterprise user data from an enterprise user database;

[0033] Extracting a preset number of target scientific and technological innovation information matching the target enterprise user data from the scientific and technological innovation information database;

[0034] A preset number of target enterprise user data and a preset number of target scientific and technological innovation information are combined to obtain a model training set.

[0035] In a second aspect, an embodiment of the present invention provides a device for generating scientific and technological innovation information, including:

[0036] An enterprise portrait building module, used to build a portrait of the first enterprise user based on the identification information of the first enterprise user;

[0037] A first database establishment module, used to determine an enterprise user database based on the portrait of the first enterprise user;

[0038] The second database establishment module is used to classify, label and segment the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database;

[0039] The scientific and technological innovation information generation module is used to generate second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user.

[0040] In a third aspect, an embodiment of the present invention provides a terminal, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, the steps of any of the above methods for generating scientific and technological innovation information are implemented.

[0041] In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, which stores a computer program. When the computer program is executed by a processor, the steps of any of the above methods for generating scientific and technological innovation information are implemented.

[0042] The embodiment of the present invention provides a method, device, terminal and storage medium for generating scientific and technological innovation information, including: establishing a portrait of the first enterprise user based on the identification information of the first enterprise user, then determining the enterprise user database based on the portrait of the first enterprise user, and then classifying, labeling and segmenting multiple first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database, and finally generating second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user. The present invention trains the initial content recommendation model through the established enterprise user database and the scientific and technological innovation information database to obtain the target content recommendation model, so as to directly generate the second scientific and technological innovation information corresponding to the portrait of the second enterprise user through the target content recommendation model and the portrait of the second enterprise user, and adopts an automated method without manual processing, thereby improving the efficiency of obtaining scientific and technological innovation information. BRIEF DESCRIPTION OF THE DRAWINGS

[0043] The drawings constituting a part of this application are used to provide a further understanding of this application, so that other features, purposes and advantages of this application become more obvious. The schematic embodiment drawings and their descriptions of this application are used to explain this application and do not constitute an improper limitation on this application. In the drawings:

[0044] Figure 1 is a flow chart of a method for generating scientific and technological innovation information provided by an embodiment of the present invention;

[0045] Figure 2 It is a structural schematic diagram of a device for generating scientific and technological innovation information provided by an embodiment of the present invention;

[0046] Figure 3 is a schematic diagram of a terminal provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0047] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0048] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the numbers used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in sequences other than those illustrated or described herein.

[0049] It should be understood that in various embodiments of the present invention, the size of the sequence number of each process does not mean the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiments of the present invention.

[0050] It should be understood that in the present invention, "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, system, product or apparatus comprising a series of steps or units is not necessarily limited to those steps or units explicitly listed, but may include other steps or units not explicitly listed or inherent to these processes, methods, products or apparatuses.

[0051] It should be understood that in the present invention, "plurality" refers to two or more than two. "And / or" is merely a description of the association relationship of associated objects, indicating that three relationships may exist. For example, and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. The character " / " generally indicates that the objects associated before and after are in an "or" relationship. "Contains A, B and C", "Contains A, B, C" means that A, B, and C are all included, "Contains A, B or C" means that one of A, B, and C is included, and "Contains A, B and / or C" means that any one, any two, or any three of A, B, and C are included.

[0052] It should be understood that in the present invention, "B corresponding to A", "B corresponding to A", "A corresponds to B" or "B corresponds to A" means that B is associated with A and B can be determined based on A. Determining B based on A does not mean determining B based only on A, but B can also be determined based on A and / or other information. A and B match when the similarity between A and B is greater than or equal to a preset threshold.

[0053] Depending on the context, "if" as used herein may be interpreted as "when" or "when" or "in response to determining" or "in response to detecting."

[0054] The technical solution of the present invention is described in detail with specific embodiments below. The following specific embodiments can be combined with each other, and the same or similar concepts or processes may not be described in detail in some embodiments.

[0055] In order to make the purpose, technical solutions and advantages of the present invention more clear, specific embodiments will be described below in conjunction with the accompanying drawings.

[0056] In one embodiment, Figure 1 As shown, a method for generating scientific and technological innovation information is provided, comprising the following steps:

[0057] Step S101: creating a portrait of the first enterprise user based on the identification information of the first enterprise user;

[0058] Step S102: determining an enterprise user database according to the portrait of the first enterprise user;

[0059] Step S103: classifying, labeling and segmenting the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database;

[0060] Step S104: Based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user, generate second scientific and technological innovation information corresponding to the portrait of the second enterprise user.

[0061] The identification information is information used to identify the first enterprise user, and may be in any information form, such as numbers or letters, etc., and is not specifically limited here.

[0062] Specifically, after receiving the identification information of the first enterprise user, the identification information is parsed, a portrait of the first enterprise user is established based on the parsing result, and the portrait of the first enterprise user is stored in a database to form an enterprise user database. Then, based on the data in the enterprise user database and the scientific and technological innovation information database, the initial content recommendation model is trained to obtain a target content recommendation model, and finally the portrait of the second enterprise user is input into the target content recommendation model, and the second scientific and technological innovation information corresponding to the portrait of the second enterprise user is directly output.

[0063] The embodiment of the present invention provides a method for generating scientific and technological innovation information, including: establishing a portrait of the first enterprise user based on the identification information of the first enterprise user, then determining the enterprise user database based on the portrait of the first enterprise user, and then classifying, labeling and segmenting multiple first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database, and finally generating second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user. The present invention trains the initial content recommendation model through the established enterprise user database and the scientific and technological innovation information database to obtain the target content recommendation model, so as to directly generate the second scientific and technological innovation information corresponding to the portrait of the second enterprise user through the target content recommendation model and the portrait of the second enterprise user, and adopts an automated method without manual processing, thereby improving the efficiency of obtaining scientific and technological innovation information.

[0064] In one embodiment, step S101 includes:

[0065] Step S201: receiving identification information of a first enterprise user;

[0066] Step S202: Identify the identification information of the first enterprise user, and determine whether the first enterprise user is a new user;

[0067] Step S203: If the first enterprise user is a new user, create a portrait of the first enterprise user.

[0068] After receiving the identification information of the first enterprise user, the identification information will be parsed to obtain the parsing result, wherein the parsing result includes whether the first enterprise user is a new user or not. If the first enterprise user is a new user, a profile of the first enterprise user is established; if the first enterprise user is not a new user, there is no need to establish a profile of the first enterprise user.

[0069] In one embodiment, step S102 includes:

[0070] Step S301: Collecting enterprise information of a first enterprise user;

[0071] Step S302: Match the enterprise information and the portrait to obtain the first enterprise user information;

[0072] Step S303: convert the first enterprise user information to obtain a plurality of first enterprise user data, and establish an enterprise user database based on the plurality of first enterprise user data, wherein the plurality of first enterprise user information corresponds one to one to the plurality of first enterprise user data.

[0073] After establishing the portrait of the first enterprise user, it is also necessary to collect the enterprise information of the first enterprise user, wherein the enterprise information includes basic enterprise information, intellectual property information, investment and financing information, qualification information, etc. The above enterprise information needs to be processed and converted into the format corresponding to the database for storage.

[0074] In one embodiment, step S103 includes:

[0075] Step S401: Classify and label multiple first scientific and technological innovation information in turn to obtain multiple second scientific and technological innovation information.

[0076] Specifically, multiple first scientific and technological innovation information are classified according to industry to obtain at least one fourth scientific and technological innovation information corresponding to each industry; for each industry, at least one fourth scientific and technological innovation information is labeled to obtain at least one fourth scientific and technological innovation information carrying a label index; at least one fourth scientific and technological innovation information carrying a label index in all industries is summarized to obtain multiple second scientific and technological innovation information.

[0077] Furthermore, the industry includes the financial industry, the intellectual property industry, etc., and the industry includes only the financial industry and the intellectual property industry. The four first scientific and technological innovation information are classified according to the industry to obtain two fourth scientific and technological innovation information corresponding to the financial industry and two fourth scientific and technological innovation information corresponding to the intellectual property industry. The two fourth scientific and technological innovation information corresponding to the financial industry and the two fourth scientific and technological innovation information corresponding to the intellectual property industry are labeled to obtain four fourth scientific and technological innovation information with label indexes, and the four second scientific and technological innovation information are composed of the four fourth scientific and technological innovation information with label indexes.

[0078] Step S402: Perform word segmentation processing on the multiple scientific innovation titles in the multiple second scientific innovation information to obtain multiple third scientific innovation information, wherein the multiple first scientific innovation information, the multiple second scientific innovation information, the multiple scientific innovation titles and the multiple third scientific innovation information correspond to each other one by one.

[0079] Specifically, the scientific and technological innovation titles are split into Chinese pinyin and the first letter of the pinyin. This makes it easier to search by pinyin, first letter of the pinyin, and keyword. The keywords are completed to facilitate the establishment of data indexes and word segmentation. The use of distributed processing and multi-threaded data processing can greatly improve data processing efficiency and data retrieval accuracy.

[0080] Step S403: Perform data conversion on the multiple third scientific and technological innovation information to obtain multiple target scientific and technological innovation information data, and establish a scientific and technological innovation information database based on the multiple target scientific and technological innovation information data, wherein the multiple third scientific and technological innovation information corresponds one-to-one to the multiple target scientific and technological innovation information data.

[0081] Specifically, since the third science and technology innovation information is in the Chinese GB2312 format, there will be garbled characters when cleaning this type of format data. Therefore, the Chinese GB2312 format data encoding needs to be converted into UTF8 encoding.

[0082] In one embodiment, step S104 includes:

[0083] Step S501: Establish a model training set based on the enterprise user database and the scientific and technological innovation information database.

[0084] Specifically, the method of establishing the model training set is: extracting a preset number of target enterprise user data from the enterprise user database, then extracting a preset number of target scientific and technological innovation information matching the target enterprise user data from the scientific and technological innovation information database, and then combining the preset number of target enterprise user data and the preset number of target scientific and technological innovation information to obtain the model training set. The preset number is not specifically limited.

[0085] Step S502: training the initial content recommendation model using the model training set to obtain a target content recommendation model;

[0086] Step S503: Input the portrait of the second enterprise user into the target content recommendation model to generate second scientific and technological innovation information.

[0087] Specifically, the initial content recommendation model may be a BP neural network model. After the initial content recommendation model is trained with a training set, the required target content recommendation model is formed.

[0088] It should be understood that the order of execution of the steps in the above embodiment does not necessarily mean the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiment of the present invention.

[0089] The following is an embodiment of the device of the present invention. For details not described in detail, reference may be made to the corresponding method embodiments described above.

[0090] Figure 2 A schematic diagram of the structure of a device for generating scientific and technological innovation information provided by an embodiment of the present invention is shown. For the convenience of explanation, only the part related to the embodiment of the present invention is shown. The device for generating scientific and technological innovation information includes an enterprise portrait establishment module 21, a first database establishment module 22, a second database establishment module 23 and a scientific and technological innovation information generation module 24, which are as follows:

[0091] An enterprise portrait building module 21, used to build a portrait of the first enterprise user based on the identification information of the first enterprise user;

[0092] A first database establishment module 22, used to determine an enterprise user database based on the portrait of the first enterprise user;

[0093] The second database establishment module 23 is used to classify, label and segment the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database;

[0094] The scientific and technological innovation information generation module 24 is used to generate second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user.

[0095] In a possible implementation, the enterprise portrait building module 21 includes:

[0096] An identification information receiving submodule, used to receive identification information of a first enterprise user;

[0097] an identification information identification submodule, used to identify the identification information of the first enterprise user and determine whether the first enterprise user is a new user;

[0098] The portrait creation submodule is used to create a portrait of the first enterprise user if the first enterprise user is a new user.

[0099] In a possible implementation, the first database establishing module 22 includes:

[0100] An enterprise information collection submodule, used to collect enterprise information of the first enterprise user;

[0101] A data matching submodule, used to match the enterprise information with the portrait to obtain the first enterprise user information;

[0102] The first database establishment submodule is used to perform data conversion on the first enterprise user information to obtain multiple first enterprise user data, and establish an enterprise user database based on the multiple first enterprise user data, wherein the multiple first enterprise user information corresponds to the multiple first enterprise user data one by one.

[0103] In a possible implementation, the second database establishing module 23 includes:

[0104] A first processing submodule is used to classify and label the plurality of first scientific and creative information in sequence to obtain a plurality of second scientific and creative information;

[0105] The second processing submodule is used to perform word segmentation processing on the plurality of scientific innovation titles in the plurality of second scientific innovation information to obtain a plurality of third scientific innovation information, wherein the plurality of first scientific innovation information, the plurality of second scientific innovation information, the plurality of scientific innovation titles and the plurality of third scientific innovation information correspond to each other one by one;

[0106] The third processing submodule is used to perform data conversion on multiple third scientific and technological innovation information to obtain multiple target scientific and technological innovation information data, and establish a scientific and technological innovation information database based on the multiple target scientific and technological innovation information data, wherein the multiple third scientific and technological innovation information corresponds one-to-one to the multiple target scientific and technological innovation information data.

[0107] In a possible implementation, the first processing submodule includes:

[0108] A first processing unit is used to classify the plurality of first scientific and technological innovation information according to industries, and obtain at least one fourth scientific and technological innovation information corresponding to each industry;

[0109] A second processing unit is used to label at least one fourth scientific and technological innovation information for each industry to obtain at least one fourth scientific and technological innovation information carrying a label index;

[0110] The third processing unit is used to aggregate at least one fourth scientific and technological innovation information carrying a label index in all industries to obtain multiple second scientific and technological innovation information.

[0111] In a possible implementation, the scientific and technological innovation information generation module 24 includes:

[0112] The training set establishment submodule is used to establish a model training set based on the enterprise user database and the scientific and technological innovation information database;

[0113] The model training submodule is used to train the initial content recommendation model using the model training set to obtain the target content recommendation model;

[0114] The scientific and technological innovation information generation submodule is used to input the portrait of the second enterprise user into the target content recommendation model to generate the second scientific and technological innovation information.

[0115] In a possible implementation, the training set establishment submodule includes:

[0116] A first data extraction unit, used to extract a preset amount of target enterprise user data from the enterprise user database;

[0117] A second data extraction unit is used to extract a preset amount of target scientific and technological innovation information matching the target enterprise user data from the scientific and technological innovation information database;

[0118] The training set establishment unit is used to combine a preset number of target enterprise user data and a preset number of target scientific and technological innovation information to obtain a model training set.

[0119] Figure 3 is a schematic diagram of a terminal provided by an embodiment of the present invention. Figure 3 As shown, the terminal 3 of this embodiment includes: a processor 30, a memory 31, and a computer program 32 stored in the memory 31 and executable on the processor 30. When the processor 30 executes the computer program 32, the steps in the above-mentioned various embodiments of the method for generating scientific and technological innovation information are implemented, for example Figure 1 Alternatively, when the processor 30 executes the computer program 32, the functions of each module / unit in the above-mentioned device embodiments are implemented, for example Figure 2 Functions of the modules / units 21 to 24 are shown.

[0120] The present invention also provides a readable storage medium, in which a computer program is stored. When the computer program is executed by a processor, it is used to implement the methods provided in the above-mentioned various embodiments.

[0121] Among them, the readable storage medium can be a computer storage medium or a communication medium. The communication medium includes any medium that facilitates the transmission of a computer program from one place to another. The computer storage medium can be any available medium that can be accessed by a general-purpose or special-purpose computer. For example, a readable storage medium is coupled to a processor so that the processor can read information from the readable storage medium and write information to the readable storage medium. Of course, the readable storage medium can also be a component of the processor. The processor and the readable storage medium can be located in an application-specific integrated circuit (Application Specific Integrated Circuits, abbreviated as: ASIC). In addition, the ASIC can be located in a user device. Of course, the processor and the readable storage medium can also exist in a communication device as discrete components. The readable storage medium can be a read-only memory (ROM), a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, and an optical data storage device, etc.

[0122] The present invention also provides a program product, which includes an execution instruction, which is stored in a readable storage medium. At least one processor of a device can read the execution instruction from the readable storage medium, and at least one processor executes the execution instruction so that the device implements the methods provided in the above various embodiments.

[0123] In the embodiments of the above-mentioned devices, it should be understood that the processor may be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), etc. The general-purpose processor may be a microprocessor or any conventional processor. The steps of the method disclosed in the present invention may be directly implemented as being executed by a hardware processor, or may be executed by a combination of hardware and software modules in the processor.

[0124] The above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit the same. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments may still be modified, or some of the technical features may be replaced by equivalents. Such modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention, and should be included in the protection scope of the present invention.

Claims

1. A method for generating scientific and technological innovation information, characterized in that: include: Based on the identification information of the first enterprise user, establishing a profile of the first enterprise user; Determining an enterprise user database based on the portrait of the first enterprise user; Classifying, labeling and word segmenting the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database; Based on the enterprise user database, the scientific and technological innovation information database, and the portrait of the second enterprise user, generating second scientific and technological innovation information corresponding to the portrait of the second enterprise user; The step of establishing a portrait of the first enterprise user based on the identification information of the first enterprise user includes: Receiving identification information of the first enterprise user; Identify the identification information of the first enterprise user, and determine whether the first enterprise user is a new user; If the first enterprise user is a new user, creating a profile of the first enterprise user; Determining the enterprise user database according to the portrait of the first enterprise user includes: Collecting enterprise information of the first enterprise user; Matching the enterprise information with the portrait to obtain first enterprise user information; Performing data conversion on the first enterprise user information to obtain a plurality of first enterprise user data, and establishing the enterprise user database based on the plurality of first enterprise user data, wherein the plurality of first enterprise user information corresponds to the plurality of first enterprise user data one by one; The multiple pieces of first scientific and technological innovation information are classified, labeled and segmented in sequence to obtain a scientific and technological innovation information database, including: Classifying and labeling the plurality of first scientific and creative information in sequence to obtain a plurality of second scientific and creative information; Perform word segmentation on a plurality of scientific innovation titles in the plurality of second scientific innovation information to obtain a plurality of third scientific innovation information, wherein the plurality of first scientific innovation information, the plurality of second scientific innovation information, the plurality of scientific innovation titles, and the plurality of third scientific innovation information correspond to each other one by one; The plurality of third scientific and technological innovation information are converted into data to obtain a plurality of target scientific and technological innovation information data, and the scientific and technological innovation information database is established based on the plurality of target scientific and technological innovation information data, wherein the plurality of third scientific and technological innovation information correspond one-to-one to the plurality of target scientific and technological innovation information data.

2. The method for generating scientific and technological innovation information according to claim 1, characterized in that: The step of classifying and labeling the plurality of first scientific and creative information in sequence to obtain a plurality of second scientific and creative information includes: Classifying the plurality of first scientific and technological innovation information according to industries to obtain at least one fourth scientific and technological innovation information corresponding to each industry; For each industry, label the at least one fourth scientific and technological innovation information to obtain at least one fourth scientific and technological innovation information carrying a label index; At least one fourth scientific and technological innovation information carrying a label index in all industries is aggregated to obtain the plurality of second scientific and technological innovation information.

3. The method for generating scientific and technological innovation information according to claim 2, characterized in that: The generating, based on the enterprise user database, the scientific innovation information database and the portrait of the second enterprise user, second scientific innovation information corresponding to the portrait of the second enterprise user comprises: Establishing a model training set based on the enterprise user database and the scientific and technological innovation information database; Using the model training set to train the initial content recommendation model to obtain a target content recommendation model; The portrait of the second enterprise user is input into the target content recommendation model to generate the second scientific and technological innovation information.

4. The method for generating scientific and technological innovation information according to claim 3, characterized in that: The establishing of a model training set based on the enterprise user database and the scientific and technological innovation information database includes: Extracting a preset number of target enterprise user data from the enterprise user database; Extracting a preset number of target scientific and technological innovation information matching the target enterprise user data from the scientific and technological innovation information database; The preset number of target enterprise user data and the preset number of target scientific and technological innovation information are combined to obtain the model training set.

5. A device for generating scientific and technological innovation information, characterized in that: include: An enterprise portrait building module, used to build a portrait of the first enterprise user based on the identification information of the first enterprise user; A first database establishment module, used for determining an enterprise user database according to the portrait of the first enterprise user; The second database establishment module is used to classify, label and segment the plurality of first scientific and technological innovation information in sequence to obtain a scientific and technological innovation information database; A scientific and technological innovation information generation module, configured to generate second scientific and technological innovation information corresponding to the portrait of the second enterprise user based on the enterprise user database, the scientific and technological innovation information database and the portrait of the second enterprise user; The step of establishing a portrait of the first enterprise user based on the identification information of the first enterprise user includes: Receiving identification information of the first enterprise user; Identify the identification information of the first enterprise user, and determine whether the first enterprise user is a new user; If the first enterprise user is a new user, creating a profile of the first enterprise user; Determining the enterprise user database according to the portrait of the first enterprise user includes: Collecting enterprise information of the first enterprise user; Matching the enterprise information with the portrait to obtain first enterprise user information; Performing data conversion on the first enterprise user information to obtain a plurality of first enterprise user data, and establishing the enterprise user database based on the plurality of first enterprise user data, wherein the plurality of first enterprise user information corresponds to the plurality of first enterprise user data one by one; The multiple pieces of first scientific and technological innovation information are classified, labeled and segmented in sequence to obtain a scientific and technological innovation information database, including: Classifying and labeling the plurality of first scientific and creative information in sequence to obtain a plurality of second scientific and creative information; Perform word segmentation on a plurality of scientific innovation titles in the plurality of second scientific innovation information to obtain a plurality of third scientific innovation information, wherein the plurality of first scientific innovation information, the plurality of second scientific innovation information, the plurality of scientific innovation titles, and the plurality of third scientific innovation information correspond to each other one by one; The plurality of third scientific and technological innovation information are converted into data to obtain a plurality of target scientific and technological innovation information data, and the scientific and technological innovation information database is established based on the plurality of target scientific and technological innovation information data, wherein the plurality of third scientific and technological innovation information correspond one-to-one to the plurality of target scientific and technological innovation information data.

6. A terminal comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the steps of the method for generating scientific and technological innovation information as described in any one of claims 1 to 4 are implemented.

7. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, the steps of the method for generating scientific and technological innovation information as claimed in any one of claims 1 to 4 are implemented.

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