CN112507235A - Mixed-rank material recommendation method and system, electronic equipment and storage medium - Google Patents
Mixed-rank material recommendation method and system, electronic equipment and storage medium Download PDFInfo
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Abstract
The invention provides a mixed-row material recommendation method, a system, electronic equipment and a storage medium, wherein the method comprises the following steps of initial configuration, creation of a recommendation position, screening of recommended materials for the recommendation position according to a preset condition, and setting of the self attribute of the recommended materials; a recommendation strategy setting step, setting a recommendation strategy of the recommended material, wherein the recommendation strategy comprises setting or not setting mixed arrangement; and a mixed arrangement strategy setting step, wherein if the recommendation strategy comprises the set mixed arrangement, a mixed arrangement strategy is set, and mixed arrangement recommendation is carried out based on the recommendation strategy comprising the mixed arrangement strategy. The invention solves the problem that the expected recommendation effect cannot be realized when the material is missing in the conventional mixed-discharging material recommendation method.
Description
Technical Field
The invention belongs to the field of recommendation systems, and particularly relates to a mixed discharging material recommendation method and system, electronic equipment and a storage medium.
Background
With the rapid development of networks, the rapid expansion of information and the acceleration of user behavior rhythm, the information which is directly required or potentially required by a user needs to be rapidly acquired, and the application of a recommendation system under the requirement is more and more extensive.
The recommendation system is widely applied to some content recommendation scenes, and different types of materials can be displayed at the same recommendation position in order to meet different requirements of users and attract the users to view interested contents in different environments. For example, in a weak network environment, a user can focus on checking the type of the text material; under the conditions of sufficient flow and good network environment, a user can mainly view high-definition pictures and video material types; under the condition that the sound is inconvenient to play externally, the user can focus on checking the material types of the characters and the pictures. Meanwhile, the requirement that a content provider utilizes various abundant materials to the maximum extent can be met. However, the material types are various, and the amount of each type of material is not fixed, for example, a special position is set for each different type of material, so that the display space is occupied relatively, and the phenomenon that the display space cannot be filled with a certain material due to a small amount of the material or the display material is unchanged due to insufficient material replacement may occur.
In the prior art, for missing type materials, the pocket bottom materials are displayed, and generally do not relate to reference factors such as models and user behaviors, and the recommendation effect is influenced by excessive display of the pocket bottom materials; or to present other types of material, there may be situations where other types of material are not sufficient and do not match the intended presentation.
Disclosure of Invention
The embodiment of the application provides a mixed-discharging material recommendation method, a system, an electronic device and a storage medium, which are used for at least solving the problem that an expected recommendation effect cannot be realized when materials are missing in the conventional mixed-discharging material recommendation method.
In a first aspect, an embodiment of the present application provides a mixed-rank material recommendation method, including: an initial configuration step, namely creating a recommendation position, screening a recommended material for the recommendation position according to a preset condition, and setting the self attribute of the recommended material; a recommendation strategy setting step, setting a recommendation strategy of the recommended material, wherein the recommendation strategy comprises setting or not setting mixed arrangement; and a mixed arrangement strategy setting step, wherein if the recommendation strategy comprises the set mixed arrangement, a mixed arrangement strategy is set, and mixed arrangement recommendation is carried out based on the recommendation strategy comprising the mixed arrangement strategy.
Preferably, the mixed-row strategy setting step includes: and a mixed material configuration step, namely setting the quantity of the required materials required by the mixed row and configuring the proportion of the required materials in each category.
Preferably, the mixed-row strategy setting step further includes: and a material quantity judging step, namely comparing the quantity of the required materials with the quantity of the recommended materials in each category, if the quantity of the required materials in a certain category is greater than the quantity of the recommended materials, re-executing the mixed-row material configuration step, and re-configuring the quantity and the occupation ratio of the required materials in a certain category.
Preferably, the mixed-row strategy setting step further includes: and an updating judgment step, namely comparing and judging the quantity of the required materials and the quantity of the recommended materials in each category when the recommended materials are updated, if the quantity of the required materials in a certain category is larger than the quantity of the recommended materials, executing the mixed material configuration step again, and reconfiguring the quantity and the proportion of the required materials in a certain category.
In a second aspect, an embodiment of the present application provides a mixed-discharging material recommendation system, which is applicable to the mixed-discharging material recommendation method, and includes: the system comprises an initial configuration unit, a recommendation unit and a recommendation unit, wherein the initial configuration unit is used for creating a recommendation position, screening a recommended material for the recommendation position according to a preset condition and setting the self attribute of the recommended material; the recommendation strategy setting unit is used for setting a recommendation strategy of the recommended materials, wherein the recommendation strategy comprises setting or not setting mixed arrangement; and the mixed arrangement strategy setting unit is used for setting a mixed arrangement strategy if the recommendation strategy comprises the set mixed arrangement, and performing mixed arrangement recommendation based on the recommendation strategy comprising the mixed arrangement strategy.
In some embodiments, the shuffling policy setting unit includes: and the mixed material configuration module is used for setting the quantity of the required materials required by the mixed row and configuring the proportion of the required materials in each category.
In some embodiments, the shuffling policy setting unit further includes: and the material quantity judging module is used for comparing the quantity of the required materials with the quantity of the recommended materials in each category, and if the quantity of the required materials in a certain category is greater than the quantity of the recommended materials, the quantity and the occupation ratio of the required materials in a certain category are reconfigured through the mixed material configuration module.
In some embodiments, the shuffling policy setting unit further includes: and the updating judgment module is used for comparing and judging the quantity of the demand materials and the quantity of the recommended materials in each category when the recommended materials are updated, and if the quantity of the demand materials in a certain category is larger than the quantity of the recommended materials, reconfiguring the quantity and the proportion of the demand materials in a certain category through the mixed material configuration module.
In a third aspect, an embodiment of the present application provides an electronic device, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, where the processor executes the computer program to implement the method for recommending mixed materials according to the first aspect.
In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements a method for recommending mixed materials as described in the first aspect above.
Compared with the related art, the mixed-discharging material recommendation method provided by the embodiment of the application realizes visual mixed-discharging material recommendation, is beneficial to simple and convenient operation of non-technical personnel, and simplifies the existing parameter configuration process by the identifier-based parameter configuration method.
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 a mixed discharging material recommendation method of the present invention;
FIG. 2 is a flowchart illustrating the substeps of step S3 in FIG. 1;
FIG. 3 is a block diagram of a mixed rank material recommendation system of the present invention;
FIG. 4 is a block diagram of an electronic device of the present invention;
in the above figures:
1. an initial configuration unit; 2. a recommendation policy setting unit; 3. a mixed arrangement strategy setting unit; 31. a mixed discharging material configuration module; 32. a material quantity judging module; 33. an update judgment module; 60. a bus; 61. a processor; 62. a memory; 63. a communication interface.
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.
Embodiments of the invention are described in detail below with reference to the accompanying drawings:
fig. 1 is a flowchart of a mixed-rank material recommendation method of the present invention, please refer to fig. 1, and the mixed-rank material recommendation method of the present invention includes the following steps:
s1: creating a recommendation position, screening recommendation materials for the recommendation position according to a preset condition, and setting the self attribute of the recommendation materials.
In specific implementation, after a recommendation bit is created in a recommendation interface, a material expected to be recommended is screened out according to a recommendation scene and other necessary conditions, and the material can be used as a recommended material library. Optionally, the self-attribute of the recommended material may be set, and in specific implementation, the self-attribute of the material, such as set-top, push-on, push-off prohibition, effective time range, and the like, may be set.
S2: and setting a recommendation strategy of the recommended materials, wherein the recommendation strategy comprises setting or not setting mixed arrangement.
In specific implementation, a recommendation strategy is set, and then specific recommendation display is performed on recommended materials according to configuration of the recommendation strategy, wherein the recommendation display comprises a de-duplication rule, a frequency limitation strategy, a scattering strategy and the like, and a mixed arrangement strategy is set or not set.
S3: and if the recommendation strategy comprises the setting mixed arrangement, setting a mixed arrangement strategy, and performing mixed arrangement recommendation based on the recommendation strategy comprising the mixed arrangement strategy.
In specific implementation, if the recommendation strategy does not include mixed ranking, the material is recommended directly according to the recommendation strategy.
In a specific implementation, if the recommendation strategy includes the setting of mixed-arranging, the strategy configuration is performed on the mixed-arranging, and then the material recommendation in the mixed-arranging form is performed based on the recommendation strategy including the mixed-arranging strategy.
Optionally, fig. 2 is a flowchart illustrating a sub-step of step S3 in fig. 1, please refer to fig. 2:
s31: and setting the quantity of the required materials required by the mixed row, and configuring the proportion of the required materials in each category.
In specific implementation, under a weak network environment, a user can mainly view the type of the text material; under the conditions of sufficient flow and good network environment, a user can mainly view high-definition pictures and video material types; under the condition that the sound is inconvenient to play externally, the user can focus on checking the material types of the characters and the pictures. Based on the above consideration, the amount of material to be recommended at the time of specific recommendation, that is, the amount of demand material is first set, and the proportion of the demand material in each type is configured. For example, set to picture 80%, video 10%, text 10%.
S32: and a material quantity judging step, namely comparing the quantity of the required materials with the quantity of the recommended materials in each category, and if the quantity of the required materials in a certain category is greater than the quantity of the recommended materials, executing the step S31 again, and reconfiguring the quantity and the proportion of the required materials in a certain category.
In specific implementation, the quantity of the required materials may not be consistent with the quantity of the existing recommended materials, the quantity of the materials in each type of the required materials is compared, if the quantity of a certain type of the required materials is larger than the quantity of the recommended materials, the condition that the materials in the recommended position are missing occurs, the bottom materials or other materials are displayed, the recommending effect is not ideal, and in order to prevent the condition, the step S31 is executed again, and the quantity and the proportion of the required materials are reconfigured.
In specific implementation, if the quantity of a certain type of the required materials is less than or equal to the recommended materials, the mixed arrangement strategy is stored, and then the material recommendation in the mixed arrangement mode is carried out based on the recommended strategy including the mixed arrangement strategy.
S33: and when the recommended materials are updated, comparing and judging the quantity of the required materials and the quantity of the recommended materials in each category again, if the quantity of the required materials in a certain category is larger than the quantity of the recommended materials, executing the mixed-row material configuration step again, and reconfiguring the quantity and the proportion of the required materials in a certain category.
In specific implementation, the recommended material is updated subsequently, and comparison can be triggered to judge again.
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 embodiment of the application provides a mixed discharging material recommending system, which is suitable for the mixed discharging material recommending method. As used below, the terms "unit," "module," and the like may implement a combination of software and/or hardware of predetermined functions. 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. 3 is a block diagram of a mixed rank material recommendation system according to the present invention, please refer to fig. 3, which includes:
initial configuration unit 1: creating a recommendation position, screening recommendation materials for the recommendation position according to a preset condition, and setting the self attribute of the recommendation materials.
In specific implementation, after a recommendation bit is created in a recommendation interface, a material expected to be recommended is screened out according to a recommendation scene and other necessary conditions, and the material can be used as a recommended material library. Optionally, the self-attribute of the recommended material may be set, and in specific implementation, the self-attribute of the material, such as set-top, push-on, push-off prohibition, effective time range, and the like, may be set.
Recommendation policy setting unit 2: and setting a recommendation strategy of the recommended materials, wherein the recommendation strategy comprises setting or not setting mixed arrangement.
In specific implementation, a recommendation strategy is set, and then specific recommendation display is performed on recommended materials according to configuration of the recommendation strategy, wherein the recommendation display comprises a de-duplication rule, a frequency limitation strategy, a scattering strategy and the like, and a mixed arrangement strategy is set or not set.
The mixed arrangement strategy setting unit 3: and if the recommendation strategy comprises the setting mixed arrangement, setting a mixed arrangement strategy, and performing mixed arrangement recommendation based on the recommendation strategy comprising the mixed arrangement strategy.
In specific implementation, if the recommendation strategy does not include mixed ranking, the material is recommended directly according to the recommendation strategy.
In a specific implementation, if the recommendation strategy includes the setting of mixed-arranging, the strategy configuration is performed on the mixed-arranging, and then the material recommendation in the mixed-arranging form is performed based on the recommendation strategy including the mixed-arranging strategy.
Optionally, the mixed rank strategy setting unit 3 includes:
mixed discharging material configuration module 31: and setting the quantity of the required materials required by the mixed row, and configuring the proportion of the required materials in each category.
In specific implementation, under a weak network environment, a user can mainly view the type of the text material; under the conditions of sufficient flow and good network environment, a user can mainly view high-definition pictures and video material types; under the condition that the sound is inconvenient to play externally, the user can focus on checking the material types of the characters and the pictures. Based on the above consideration, the amount of material to be recommended at the time of specific recommendation, that is, the amount of demand material is first set, and the proportion of the demand material in each type is configured. For example, set to picture 80%, video 10%, text 10%.
The material quantity judging module 32: comparing the quantity of the required materials and the quantity of the recommended materials in each category, and if the quantity of the required materials in a certain category is larger than the quantity of the recommended materials, reconfiguring the quantity and the occupation ratio of the required materials in a certain category through the mixed material configuration module 31.
In specific implementation, the quantity of the required materials may not be consistent with the quantity of the existing recommended materials, the quantity of the materials in each type of the required materials and the quantity of the materials in each type of the recommended materials are compared, if the quantity of a certain type of the required materials is larger than the quantity of the recommended materials, the condition that the materials in the recommended position are lost can occur, the bottom-pocket materials or other materials can be displayed, the recommending effect is not ideal, and in order to prevent the condition, the quantity and the proportion of the required materials are reconfigured through the mixed-row material configuration module 31.
In specific implementation, if the quantity of a certain type of the required materials is less than or equal to the recommended materials, the mixed arrangement strategy is stored, and then the material recommendation in the mixed arrangement mode is carried out based on the recommended strategy including the mixed arrangement strategy.
The update determination module 33: when the recommended materials are updated, the quantity of the required materials and the quantity of the recommended materials in each category are compared again and judged, and if the quantity of the required materials in a certain category is larger than the quantity of the recommended materials, the quantity and the proportion of the required materials in a certain category are reconfigured through the mixed material configuration module 31.
In specific implementation, the recommended material is updated subsequently, and comparison can be triggered to judge again.
In addition, the mixed-rank material recommendation method described in conjunction with fig. 1 and fig. 2 may be implemented by an electronic device. Fig. 4 is a block diagram of an electronic device of the present invention.
The electronic device may comprise a processor 61 and a memory 62 in which computer program instructions are stored.
Specifically, the processor 61 may include a Central Processing Unit (CPU), or A Specific Integrated Circuit (ASIC), or may be configured to implement one or more Integrated circuits of the embodiments of the present Application.
The memory 62 may be used to store or cache various data files that need to be processed and/or used for communication, as well as possible computer program instructions executed by the processor 61.
The processor 61 may read and execute the computer program instructions stored in the memory 62 to implement any one of the mixed material recommendation methods in the above embodiments.
In some of these embodiments, the electronic device may also include a communication interface 63 and a bus 60. As shown in fig. 4, the processor 61, the memory 62, and the communication interface 63 are connected via a bus 60 to complete communication therebetween.
The communication port 63 may be implemented with other components such as: the data communication is carried out among external equipment, image/data acquisition equipment, a database, external storage, an image/data processing workstation and the like.
The bus 60 includes hardware, software, or both to couple the components of the electronic device to one another. Bus 60 includes, but is not limited to, at least one of the following: data Bus (Data Bus), Address Bus (Address Bus), Control Bus (Control Bus), Expansion Bus (Expansion Bus), and Local Bus (Local Bus). By way of example, and not limitation, Bus 60 may include an Accelerated Graphics Port (AGP) or other Graphics Bus, an Enhanced Industry Standard Architecture (EISA) Bus, a Front-Side Bus (FSB), a Hyper Transport (HT) Interconnect, an ISA (ISA) Bus, an InfiniBand (InfiniBand) Interconnect, a Low Pin Count (LPC) Bus, a memory Bus, a microchannel Architecture (MCA) Bus, a PCI (Peripheral Component Interconnect) Bus, a PCI-Express (PCI-X) Bus, a Serial Advanced Technology Attachment (SATA) Bus, a Video Electronics Bus (audio Electronics Association), abbreviated VLB) bus or other suitable bus or a combination of two or more of these. Bus 60 may include one or more buses, where appropriate. Although specific buses are described and shown in the embodiments of the application, any suitable buses or interconnects are contemplated by the application.
The electronic device can execute the mixed discharging material recommendation method in the embodiment of the application.
In addition, in combination with the mixed-rank material recommendation method in the foregoing embodiments, the embodiments of the present application may provide a computer-readable storage medium to implement. The computer readable storage medium having stored thereon computer program instructions; the computer program instructions, when executed by a processor, implement any of the above embodiments of a method for mixed material recommendation.
And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
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. A mixed discharging material recommendation method is characterized by comprising the following steps:
an initial configuration step, namely creating a recommendation position, screening a recommended material for the recommendation position according to a preset condition, and setting the self attribute of the recommended material;
a recommendation strategy setting step, setting a recommendation strategy of the recommended material, wherein the recommendation strategy comprises setting or not setting mixed arrangement;
and a mixed arrangement strategy setting step, wherein if the recommendation strategy comprises the set mixed arrangement, a mixed arrangement strategy is set, and mixed arrangement recommendation is carried out based on the recommendation strategy comprising the mixed arrangement strategy.
2. The method for recommending mixed-line materials according to claim 1, wherein the step of setting the mixed-line strategy comprises:
and a mixed material configuration step, namely setting the quantity of the required materials required by the mixed row and configuring the proportion of the required materials in each category.
3. The method for recommending mixed-line materials according to claim 2, wherein the step of setting the mixed-line strategy further comprises:
and a material quantity judging step, namely comparing the quantity of the required materials with the quantity of the recommended materials in each category, if the quantity of the required materials in a certain category is greater than the quantity of the recommended materials, re-executing the mixed-row material configuration step, and re-configuring the quantity and the occupation ratio of the required materials in a certain category.
4. The method for recommending mixed-line materials according to claim 3, wherein the step of setting a mixed-line strategy further comprises:
and an updating judgment step, namely comparing and judging the quantity of the required materials and the quantity of the recommended materials in each category when the recommended materials are updated, if the quantity of the required materials in a certain category is larger than the quantity of the recommended materials, executing the mixed material configuration step again, and reconfiguring the quantity and the proportion of the required materials in a certain category.
5. A mixed-rank material recommendation system, comprising:
the system comprises an initial configuration unit, a recommendation unit and a recommendation unit, wherein the initial configuration unit is used for creating a recommendation position, screening a recommended material for the recommendation position according to a preset condition and setting the self attribute of the recommended material;
the recommendation strategy setting unit is used for setting a recommendation strategy of the recommended materials, wherein the recommendation strategy comprises setting or not setting mixed arrangement;
and the mixed arrangement strategy setting unit is used for setting a mixed arrangement strategy if the recommendation strategy comprises the set mixed arrangement, and performing mixed arrangement recommendation based on the recommendation strategy comprising the mixed arrangement strategy.
6. The shuffling material recommendation system of claim 5, wherein the shuffling strategy setting unit comprises:
and the mixed material configuration module is used for setting the quantity of the required materials required by the mixed row and configuring the proportion of the required materials in each category.
7. The shuffling material recommendation system of claim 6 wherein the shuffling strategy setup unit further comprises:
and the material quantity judging module is used for comparing the quantity of the required materials with the quantity of the recommended materials in each category, and if the quantity of the required materials in a certain category is greater than the quantity of the recommended materials, the quantity and the occupation ratio of the required materials in a certain category are reconfigured through the mixed material configuration module.
8. The shuffling material recommendation system of claim 7 wherein the shuffling strategy setup unit further comprises:
and the updating judgment module is used for comparing and judging the quantity of the demand materials and the quantity of the recommended materials in each category when the recommended materials are updated, and if the quantity of the demand materials in a certain category is larger than the quantity of the recommended materials, reconfiguring the quantity and the proportion of the demand materials in a certain category through the mixed material configuration module.
9. An electronic device comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein the processor implements the shuffling material recommendation method as recited in any one of claims 1 to 4 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 shuffling material recommendation method as claimed in any one of claims 1 to 4.
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| CN112948699A (en) * | 2021-04-14 | 2021-06-11 | 上海明略人工智能(集团)有限公司 | Crowd oriented recommendation method and system, electronic device and storage medium |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112948699A (en) * | 2021-04-14 | 2021-06-11 | 上海明略人工智能(集团)有限公司 | Crowd oriented recommendation method and system, electronic device and storage medium |
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