CN115496559A - Recommended method, device, electronic equipment and storage medium for mounting commodities - Google Patents
Recommended method, device, electronic equipment and storage medium for mounting commoditiesDownload PDFInfo
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Abstract
Translated fromChinese
Description
Translated fromChinese技术领域technical field
本发明实施例涉及计算机领域，尤其涉及一种挂载商品推荐的方法、装置、电子设备及存储介质。The embodiments of the present invention relate to the field of computers, and in particular, to a method, device, electronic device and storage medium for uploading product recommendations.
背景技术Background technique
对于当前的视频平台而言，除了让创作者感受到精神愉悦的社区粉丝交互、互动，最感染创作者的就是平台提供的丰富多彩的变现途径。For the current video platform, in addition to the interaction and interaction with fans in the community that makes creators feel happy, what most infects creators is the rich and colorful monetization channels provided by the platform.
在各种变现途径中，视频带货，橱窗推广占据了非常重要的位置，目前，在面对京东，淘宝，拼多多等数以千万计的商品时，创作者有时选择挂载的商品与自己的视频相差很远，造成视频内容突兀，容易使得粉丝用户反感其视频内容，进而不愿购买创作者挂载的商品，如何选择挂载哪些商品以获得更大收益成了创作者面临的最重要的难题。Among the various monetization methods, video delivery and window promotion occupy a very important position. At present, when faced with tens of millions of commodities such as JD.com, Taobao, and Pinduoduo, creators sometimes choose to load the commodity with the My own videos are far apart, resulting in abrupt video content, which can easily make fans and users disgusted with their video content, and thus unwilling to buy the products uploaded by the creator. How to choose which products to mount to obtain greater benefits has become the most difficult problem for creators. important puzzle.
发明内容Contents of the invention
鉴于此，本发明实施例提供一种挂载商品推荐的方法、装置、电子设备及存储介质，能够主动推荐与目标对象的视频风格匹配的挂载商品，解决了目标对象选择挂载商品的难题。In view of this, the embodiments of the present invention provide a method, device, electronic device, and storage medium for recommending linked commodities, which can actively recommend linked commodities that match the video style of the target object, and solve the problem that the target object chooses the linked commodity .
第一方面，本发明实施例提供一种挂载商品推荐的方法，其中，该方法包括：获取商品类目表和目标对象的视频集，其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签，视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；基于视频集和多个商品属性标签确定目标对象的视频风格；在多个子商品类目中确定与视频风格匹配的挂载商品；将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。In the first aspect, an embodiment of the present invention provides a method for recommending commodities, wherein the method includes: obtaining a commodity category table and a video set of a target object, wherein multiple sub-commodity categories are stored in the commodity category table , and product attribute tags corresponding to each sub-product category, the video set includes multiple videos released by the target object on the video publishing platform within a preset time period; determine the video of the target object based on the video set and multiple product attribute tags Style; determine the attached product that matches the style of the video in multiple sub-product categories; recommend the attached product to the target object, so that the target object mounts the attached product on the video publishing platform.
在一个可能的实施方式中，基于视频集和多个商品属性标签确定目标对象的视频风格，包括：针对视频集中的每个视频，从视频中提取视频风格标签；其中，视频风格标签用于表征视频的视频风格；针对每个商品属性标签，统计与商品属性标签匹配的视频风格标签对应的视频的视频数量；确定对应的视频数量最多的目标视频风格标签；将目标视频风格标签对应的视频风格确定为目标对象的视频风格。In a possible implementation, determining the video style of the target object based on the video set and a plurality of product attribute labels includes: for each video in the video set, extracting a video style label from the video; wherein, the video style label is used to represent The video style of the video; for each product attribute tag, count the number of videos corresponding to the video style tag matching the product attribute tag; determine the target video style tag with the largest number of corresponding videos; set the video style tag corresponding to the target video style tag Determine the video style for the target audience.
在一个可能的实施方式中，从视频中提取视频风格标签，包括：查找视频中是否携带有视频风格标签；在查找到视频携带有视频风格标签时，从视频中提取出视频风格标签。In a possible implementation manner, extracting the video style tag from the video includes: finding whether the video carries the video style tag; and extracting the video style tag from the video when it is found that the video carries the video style tag.
在一个可能的实施方式中，从视频中提取视频风格标签，包括：在查找到视频不携带有视频风格标签时，获取视频的视频标题内容；从视频标题内容中提取视频关键字；在预设视频风格标签库中查找与视频关键字匹配的视频风格标签；其中，预设视频风格标签库中存储有多个视频风格标签，以及与每个视频风格标签对应的视频关键字。In a possible implementation manner, extracting the video style tag from the video includes: when finding that the video does not carry the video style tag, obtaining the video title content of the video; extracting the video keyword from the video title content; A video style tag matching the video keyword is searched in the video style tag library; wherein, a plurality of video style tags are stored in the preset video style tag library, and a video keyword corresponding to each video style tag.
在一个可能的实施方式中，在多个子商品类目中确定与视频风格对应的挂载商品，包括：在多个子商品类目中确定与视频风格匹配的目标子商品类目；确定目标子商品类目下包括的每个商品的商品利润；基于商品利润从多个商品中确定挂载商品。In a possible implementation manner, determining the mounted commodity corresponding to the style of the video in the multiple sub-commodity categories includes: determining the target sub-commodity category matching the video style in the multiple sub-commodity categories; determining the target sub-commodity category The product profit of each product included in the category; determine the mounted product from multiple products based on the product profit.
在一个可能的实施方式中，在多个子商品类目中确定与视频风格匹配的目标子商品类目，包括：在多个子商品类目对应的商品属性标签中查找与视频风格对应的目标视频风格标签匹配的目标商品属性标签；将目标商品属性标签对应的子商品类目确定为目标子商品类目。In a possible implementation manner, determining the target sub-commodity category matching the video style in multiple sub-commodity categories includes: searching for the target video style corresponding to the video style in the commodity attribute tags corresponding to the multiple sub-commodity categories The tag matches the attribute tag of the target commodity; the sub-commodity category corresponding to the attribute tag of the target commodity is determined as the target sub-commodity category.
在一个可能的实施方式中，确定目标子商品类目下包括的每个商品的商品利润，包括：获取商品的商品历史销量、商品单价，以及用户针对商品的商品分成比例；基于商品历史销量、商品单价和商品分成比例，确定商品的商品利润。In a possible implementation, determining the commodity profit of each commodity included in the target sub-commodity category includes: obtaining the historical sales volume of the commodity, the unit price of the commodity, and the user's commodity share ratio for the commodity; based on the historical sales volume of the commodity, The commodity unit price and the commodity share ratio determine the commodity profit of the commodity.
在一个可能的实施方式中，基于商品利润从多个商品中确定挂载商品，包括：将商品利润超过预设商品利润对应的商品确定为挂载商品。In a possible implementation manner, determining the mounted commodity from multiple commodities based on commodity profit includes: determining a commodity corresponding to a commodity profit exceeding a preset commodity profit as the mounted commodity.
第二方面，本发明实施例提供一种挂载商品推荐的装置，其中，该装置包括：获取模块，用于获取商品类目表和目标对象的视频集；其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签；视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；第一确定模块，用于基于视频集和多个商品属性标签确定目标对象的视频风格；第二确定模块，用于在多个子商品类目中确定与视频风格匹配的挂载商品；推荐模块，用于将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。In the second aspect, the embodiment of the present invention provides a device for recommending products, wherein the device includes: an acquisition module for obtaining the product category table and the video set of the target object; wherein, the product category table stores A plurality of sub-commodity categories, and commodity attribute tags corresponding to each sub-commodity category; the video set includes multiple videos released by the target object on the video publishing platform within a preset time period; the first determination module is used to set and a plurality of product attribute labels to determine the video style of the target object; the second determination module is used to determine the attached product that matches the video style in multiple sub-product categories; the recommendation module is used to recommend the attached product to the target Object, so that the target object mounts the mount product on the video publishing platform.
第三方面，本发明实施例提供一种电子设备，其中，包括：处理器和存储器，处理器用于执行存储器中存储的挂载商品推荐程序，以实现上述的在挂载商品推荐的方法。In a third aspect, an embodiment of the present invention provides an electronic device, which includes: a processor and a memory, and the processor is configured to execute a program for recommending items stored in the memory, so as to implement the above method for recommending items to be attached.
第四方面，本发明实施例提供一种存储介质，其中，该存储介质存储有一个或者多个程序，一个或者多个程序可被一个或者多个处理器执行，以实现上述的挂载商品推荐的方法。In a fourth aspect, an embodiment of the present invention provides a storage medium, wherein the storage medium stores one or more programs, and one or more programs can be executed by one or more processors to implement the above-mentioned recommended product Methods.
本发明实施例提供的挂载商品推荐的方法、装置、电子设备及存储介质，其中，在获取商品类目表和目标对象的视频集后，基于视频集和商品类目表中包括的多个商品属性标签确定目标对象的视频风格，在多个子商品类目中确定与视频风格匹配的挂载商品将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。本发明能够主动推荐与目标对象的视频风格匹配的挂载商品，解决了目标对象选择挂载商品的难题，并且，由于挂载商品与目标对象发布的视频风格相接近，不会造成视频内容的突兀，吸引粉丝用户观看其视频内容，进而极大可能增加粉丝用户购买商品意愿，从而为目标对象带来较大收益。In the method, device, electronic device and storage medium for recommending products provided by the embodiments of the present invention, after obtaining the product category table and the video set of the target object, based on the multiple The product attribute label determines the video style of the target object, determines the attached product that matches the video style in multiple sub-product categories, and recommends the attached product to the target object, so that the target object mounts the attached product on the video publishing platform. The invention can actively recommend the uploaded products that match the video style of the target object, which solves the problem that the target object chooses to mount the products, and, because the uploaded products are similar to the video style released by the target object, it will not cause the video content to be distorted. Obtrusive, attracting fans to watch its video content, which is likely to increase the willingness of fans to buy products, thereby bringing greater benefits to the target audience.
附图说明Description of drawings
图1为本发明实施例提供的一种挂载商品推荐的方法的实施例流程图；FIG. 1 is a flow chart of an embodiment of a method for loading product recommendations provided by an embodiment of the present invention;
图2为应用程序界面的一种实例；Fig. 2 is an example of an application program interface;
图3为本发明实施例提供的另一种挂载商品推荐的方法的实施例流程图；FIG. 3 is a flow chart of another embodiment of a method for loading commodity recommendations provided by an embodiment of the present invention;
图4为本发明实施例提供的另一种挂载商品推荐的方法的实施例流程图；FIG. 4 is a flow chart of another embodiment of a method for loading commodity recommendations provided by an embodiment of the present invention;
图5为本发明实施例提供的一种挂载商品推荐的装置的实施例框图；Fig. 5 is a block diagram of an embodiment of a device for loading product recommendations provided by an embodiment of the present invention;
图6为本发明实施例提供的一种电子设备的结构示意图。FIG. 6 is a schematic structural diagram of an electronic device provided by an embodiment of the present invention.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions 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 It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
为便于对本发明实施例的理解，下面将结合附图以具体实施例做进一步的解释说明，实施例并不构成对本发明实施例的限定。In order to facilitate the understanding of the embodiments of the present invention, further explanations will be given below with specific embodiments in conjunction with the accompanying drawings, which are not intended to limit the embodiments of the present invention.
本发明实施例提供一种挂载商品推荐的方法，该方法适用于视频发布平台，该平台既能使目标对象进行视频发布，又能使用户观看到目标对象发布的视频。参见图1，为本发明实施例提供的一种挂载商品推荐的方法的实施例流程图。如图1所示，该流程可包括以下步骤：An embodiment of the present invention provides a method for uploading product recommendations, which is applicable to a video distribution platform, and the platform can not only enable the target object to publish the video, but also enable the user to watch the video released by the target object. Referring to FIG. 1 , it is a flow chart of an embodiment of a method for uploading product recommendations provided by an embodiment of the present invention. As shown in Figure 1, the process may include the following steps:
S101，获取商品类目表和目标对象的视频集，其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签，视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；S101. Obtain the commodity category table and the video set of the target object, wherein, the commodity category table stores multiple sub-commodity categories and commodity attribute labels corresponding to each sub-commodity category, and the video set is included in the preset time period multiple videos published by the target audience on the video publishing platform;
上述视频发布平台可与京东，淘宝，拼多多等购物平台通讯连接，以获取购物平台上基于出售的所有商品生成的商品类目表，上述商品类目表生成过程为：首先，为了使商品得以区分和体系化，以所选择的适当的商品基本特征作为分类标志，对商品做出归类，得到不同类别的子商品类目，其次，可对每个子商品类目标定商品属性标签，得到商品类目表。该商品属性标签能够体现出一类商品的共有的商品属性特征，而上述子商品类目能体现出商品的个性特征。The above-mentioned video release platform can communicate with shopping platforms such as JD.com, Taobao, and Pinduoduo to obtain a commodity category list generated based on all commodities sold on the shopping platform. The above-mentioned commodity category table generation process is as follows: Distinguish and systematize, use the selected basic characteristics of commodities as classification marks, classify commodities, and obtain sub-commodity categories of different categories, secondly, set commodity attribute labels for each sub-commodity category, and obtain commodity category list. The commodity attribute label can reflect the common commodity attribute characteristics of a category of commodities, and the above-mentioned sub-commodity categories can reflect the individual characteristics of the commodities.
举例来说，假如京东平台上现售商品有臭豆腐、麻辣烫、豆干、饼干、汽水、衣服、帽子、项链、戒指，可将臭豆腐、麻辣烫归为小吃这一子商品类目中，将豆干、饼干、汽水归为零食这一子商品类目中，将衣服、帽子、项链、戒指归为服饰这一子商品类目中。由于零食和小吃这两的商品属性相同均为美食，因此，将零食和小吃标定的商品属性标签为美食，而服饰的商品属性为时尚，所以，将服饰标定的商品属性标签为时尚。For example, if there are stinky tofu, Malatang, dried tofu, biscuits, soft drinks, clothes, hats, necklaces, and rings currently on sale on the Jingdong platform, stinky tofu and Malatang can be classified as snacks. , classify dried tofu, biscuits, and soft drinks into the sub-category of snacks, and classify clothes, hats, necklaces, and rings into the sub-category of clothing. Since both snacks and snacks have the same product attribute as gourmet, the product attribute labeled snacks and snacks is food, and the product attribute of clothing is fashion, so the product attribute labeled clothing is fashion.
按照上述描述，可得到如下述表1所示例的商品类目表：According to the above description, the commodity category table as shown in the following Table 1 can be obtained:
表1Table 1
需要说明的是，表1中仅示出了商品属性标签与子商品类目之间关系的示例，具体商品类目表中存储的商品属性标签与子商品类目的关系可根据实际需要进行设置，在此不进行限定。It should be noted that Table 1 only shows an example of the relationship between commodity attribute tags and sub-commodity categories, and the relationship between commodity attribute tags and sub-commodity categories stored in the specific commodity category table can be set according to actual needs , is not limited here.
视频发布平台为了能够识别视频发布的对象，对象发布的视频中均携带有该对象的对象ID(Identity，身份标识)，在本实施例中，可获取目标对象的对象ID，之后，视频发布平台从视频库中查找与目标对象的对象ID对应的视频，并将查找到的视频按照发布时间进行排序，随着目标对象不断的发视频，视频风格可能发生变化，因此，可获取发布时间在预设时间段内的多个视频；其中，预设时间段可以根据实际需求进行设置，在此不进行限定。In order to be able to identify the object released by the video, the video distribution platform carries the object ID (Identity, identity) of the object in the video released by the object. In this embodiment, the object ID of the target object can be obtained. After that, the video distribution platform Find the video corresponding to the object ID of the target object from the video library, and sort the found videos according to the release time. As the target object continues to post videos, the style of the video may change. Therefore, the release time can be obtained in the preset Multiple videos within a preset time period; wherein, the preset time period can be set according to actual needs, and is not limited here.
S102，基于视频集和多个商品属性标签确定目标对象的视频风格；S102. Determine the video style of the target object based on the video set and multiple commodity attribute tags;
S103，在多个子商品类目中确定与视频风格匹配的挂载商品；S103. Determine a mounted commodity that matches the style of the video in multiple sub-commodity categories;
由于挂载商品与目标对象的视频风格相匹配的，因此，在视频中挂载上述挂载商品时，能够吸引粉丝用户进行挂载商品的查看和购买，可大大提高商品销售量为目标对象带来较大收益。Since the uploaded product matches the video style of the target object, when the above-mentioned mounted product is mounted in the video, it can attract fans to view and purchase the mounted product, which can greatly increase the sales volume of the product and bring it to the target audience. to greater profits.
S104，将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。S104. Recommend the uploaded commodity to the target object, so that the target object mounts the uploaded commodity on the video publishing platform.
可将挂载商品推送至目标对象所使用的客户端上，该客户端安装有与视频发布平台对应的应用程序，在目标对象进入应用程序界面时，能够在应用程序界面上显示视频发布平台所推荐的挂载商品，作为一个可选的实现方式，目标对象可以通过应用程序界面上提供的挂载选择控件来实现将上述挂载商品在发布的视频上进行挂载，该挂载商品通常是以链接和商品图片的形式展示给粉丝用户的。The mounted product can be pushed to the client used by the target object. The client is installed with the application program corresponding to the video publishing platform. The recommended mount product, as an optional implementation method, the target object can mount the above mount product on the published video through the mount selection control provided on the application program interface. The mount product is usually Displayed to fans users in the form of links and product pictures.
参见图2所示的应用程序界面，在显示挂载商品的前方位置处显示一挂载选择控件20，在目标对象针对该挂载选择控件20执行选取操作时，视为在发布的视频上挂载该挂载商品，反之，如果目标对象没有对该挂载选取控件20执行选取操作，则不在发布的视频中进行挂载商品的挂载。Referring to the application program interface shown in FIG. 2, a
例如，如图2所示，由于目标对象只对其中两个挂载选取控件执行了选取操作(图2中显示为被勾选)，则将衣服、帽子对应的链接和图片在发布的视频中进行挂载，以便于粉丝用户进行挂载商品的查看和购买，而项链之前的挂载选取控件没有执行选取操作(图2中不显示为被勾选)，则不将项链对应的链接和图片在发布的视频中进行挂载。For example, as shown in Figure 2, since the target object has only performed the selection operation on two of the mount selection controls (shown as being checked in Figure 2), the links and pictures corresponding to the clothes and hats will be included in the published video Mounting is carried out so that fan users can view and purchase the mounted products. If the mounting selection control before the necklace does not perform the selection operation (it is not shown as being checked in Figure 2), the link and picture corresponding to the necklace will not be displayed. Mounting is done in the posted video.
本发明实施例提供的挂载商品推荐的方法，在获取商品类目表和目标对象的视频集后，基于视频集和商品类目表中包括的多个商品属性标签确定目标对象的视频风格，在多个子商品类目中确定与视频风格匹配的挂载商品将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。本发明能够主动推荐与目标对象的视频风格匹配的挂载商品，解决了目标对象选择挂载商品的难题，并且，由于挂载商品与目标对象发布的视频风格相接近，不会造成视频内容的突兀，吸引粉丝用户观看其视频内容，进而极大可能增加粉丝用户购买商品意愿，从而为目标对象带来较大收益。In the method for recommending a product provided by an embodiment of the present invention, after obtaining the product category table and the video set of the target object, determine the video style of the target object based on the multiple product attribute tags included in the video set and the product category table, Determining the attached product that matches the style of the video in multiple sub-product categories and recommending the attached product to the target object, so that the target object mounts the attached product on the video publishing platform. The invention can actively recommend the uploaded products that match the video style of the target object, which solves the problem that the target object chooses to mount the products, and, because the uploaded products are similar to the video style released by the target object, it will not cause the video content to be distorted. Obtrusive, attracting fans to watch its video content, which is likely to increase the willingness of fans to buy products, thereby bringing greater benefits to the target audience.
参见图3，为本发明实施例提供的另一种挂载商品推荐的方法的实施例流程图。该图3所示流程在上述图1所示流程的基础上，描述如何确定目标对象的视频风格。如图3所示，该流程可包括以下步骤：Referring to FIG. 3 , it is a flow chart of another embodiment of a method for loading commodity recommendations provided by an embodiment of the present invention. The flow shown in FIG. 3 describes how to determine the video style of the target object on the basis of the flow shown in FIG. 1 above. As shown in Figure 3, the process may include the following steps:
S301，针对视频集中的每个视频，从视频中提取视频风格标签；其中，视频风格标签用于表征视频的视频风格；S301, for each video in the video set, extract a video style tag from the video; wherein, the video style tag is used to represent the video style of the video;
上述视频风格用于表征目标对象发布的视频具有哪种商品属性特征，在本实施例中，可使用视频风格标签标记视频的视频风格，该视频风格标签与商品属性标签实质相同。The above video style is used to represent which product attribute features the video released by the target object has. In this embodiment, the video style of the video can be marked with a video style tag, which is substantially the same as the product attribute tag.
在进行视频的视频风格标签提取的过程中，可查找视频中是否携带有视频风格标签；在查找到视频携带有视频风格标签时，从视频中提取出视频风格标签。In the process of extracting the video style tag of the video, it is possible to search whether the video carries the video style tag; when it is found that the video carries the video style tag, the video style tag is extracted from the video.
通常，视频发布平台的运营人员先会对目标对象发布的视频进行视频审核以查看该视频是否为合法正规视频，在视频为合法正规视频的情况下，对视频进行视频风格标签的标定，以使得视频中携带有视频风格标签，因此，可直接从视频中提取出运营人员标记的视频风格标签。Usually, the operator of the video publishing platform first conducts a video review on the video released by the target object to check whether the video is a legal and regular video. Videos carry video style tags, so the video style tags marked by operators can be directly extracted from the video.
在运营人员忘记对视频进行视频风格标签标记时，这时就查找到视频不携带有视频风格标签，作为一个可选的实现方式，可通过如下方式实现视频风格标签的提取，具体方式为：获取视频的视频标题内容；从视频标题内容中提取视频关键字；在预设视频风格标签库中查找与视频关键字匹配的视频风格标签；其中，预设视频风格标签库中存储有多个视频风格标签，以及与每个视频风格标签对应的视频关键字。When the operator forgets to mark the video with a video style tag, it is found that the video does not carry a video style tag. As an optional implementation method, the video style tag can be extracted in the following way. The specific method is: Obtain The video title content of the video; the video keyword is extracted from the video title content; the video style tag matching the video keyword is searched in the preset video style tag library; wherein, multiple video styles are stored in the preset video style tag library tags, and video keywords corresponding to each video style tag.
上述视频标题内容为文本字，对于文本的视频关键字的提取可使用NLP(NaturalLanguage Processing，自然语言处理)算法实现，由于NLP算法的基本任务是基于本体词典、词频统计、上下文语义分析等方式对语料进行分词，形成以最小词性为单位，且富含语义的词项单元，因此，可利用NLP算法能够准确从视频标题内容中提取到视频关键字，上述NLP算法提取视频关键字的过程为现有技术，在此不进行详述。The content of the above-mentioned video title is a text word, and the extraction of the video keywords of the text can be realized using an NLP (Natural Language Processing, Natural Language Processing) algorithm. The corpus is segmented to form a word unit with the smallest part of speech and rich in semantics. Therefore, the NLP algorithm can be used to accurately extract video keywords from the content of the video title. The process of extracting video keywords by the above NLP algorithm is now There are technologies, which will not be described in detail here.
在本实施例中，还可以利用其它文本字提取技术实现视频关键字的提取，在此不对视频关键字的提取方式进行限定。In this embodiment, other text word extraction technologies can also be used to extract video keywords, and the method of extracting video keywords is not limited here.
预设视频风格标签库中存储的多个视频风格标签互不相同，比如，存储的视频风格标签有美食、时尚、母婴等，其中，每个视频风格标签对应的视频关键字可以有一个或多个。The multiple video style tags stored in the preset video style tag library are different from each other. For example, the stored video style tags include food, fashion, mother and baby, etc., wherein the video keywords corresponding to each video style tag can have one or Multiple.
举例来说，假如美食对应的视频关键字有食物、好吃，时尚对应的视频关键字有好看、漂亮、前沿，母婴对应的视频关键字为婴儿。按照上述描述，可得到如下述表2所示例的预设视频风格标签库：For example, if the video keywords corresponding to gourmet food are food and delicious, the video keywords corresponding to fashion are good-looking, beautiful, and cutting-edge, and the video keywords corresponding to mother and baby are baby. According to the above description, the preset video style tag library as shown in the following table 2 can be obtained:
表1Table 1
如果在视频中提取到的视频关键字为食物、好吃中的一个或多个，则该视频对应的视频风格标签为美食；如果在视频中提取到的视频关键字为好看、漂亮、前沿中的一个或多个，则该视频对应的视频风格标签为时尚；如果在视频中提取到的视频关键字为婴儿，则该视频对应的视频风格标签为母婴。If the video keywords extracted from the video are one or more of food and delicious, the video style tag corresponding to the video is food; if the video keywords extracted from the video are good-looking, beautiful, cutting-edge If one or more of the videos, the video style tag corresponding to the video is fashion; if the video keyword extracted from the video is baby, then the video style tag corresponding to the video is mother and baby.
需要说明的是，表2中仅示出了视频风格标签与视频关键字之间对应关系的示例，具体视频风格标签与视频关键字的对应关系可根据实际需要进行设置，在此不进行限定。It should be noted that Table 2 only shows an example of the corresponding relationship between video style tags and video keywords, and the specific corresponding relationship between video style tags and video keywords can be set according to actual needs, and is not limited here.
S302，针对每个商品属性标签，统计与商品属性标签匹配的视频风格标签对应的视频的视频数量；S302, for each product attribute tag, count the number of videos corresponding to the video style tag matching the product attribute tag;
对于与商品属性标签不匹配的视频风格标签对应的视频则无需进行视频数量统计，续接前例，上述商品属性标签为美食和时尚，只需统计视频风格标签为美食的视频的视频数量，以及视频风格标签为时尚的视频的视频数量即可，对于视频风格标签为母婴的视频则无需统计视频数量。For the videos corresponding to the video style tags that do not match the product attribute tags, there is no need to count the number of videos. Continuing from the previous example, the above product attribute tags are food and fashion, and only need to count the number of videos whose video style tags are food, and the video The number of videos whose style tag is fashion is enough, and there is no need to count the number of videos whose style tag is mother and baby.
S303，确定对应的视频数量最多的目标视频风格标签；S303. Determine the target video style tag corresponding to the largest number of videos;
如果统计出的美食视频风格标签的视频数量为12个，时尚视频风格标签的视频数量为12个，则将美食视频风格标签和时尚视频风格标签均确定为目标视频风格标签。If the number of videos with the food video style label is 12 and the number of videos with the fashion video style label is 12, then both the food video style label and the fashion video style label are determined as target video style labels.
如果统计出的美食视频风格标签的视频数量为12个，时尚视频风格标签的视频数量为8个，则将美食视频风格标签确定为目标视频风格标签。If the number of videos with the food video style label is 12 and the number of videos with the fashion video style label is 8, the food video style label is determined as the target video style label.
S304，将目标视频风格标签对应的视频风格确定为目标对象的视频风格。S304. Determine the video style corresponding to the target video style tag as the video style of the target object.
继续以上述举例说明，如果目标视频风格标签为美食和时尚，则该目标对象的视频风格为美食风格和时尚风格，即目标对象发布的视频具有美食和时尚这两个商品属性特征。Continuing with the above example, if the style tags of the target video are food and fashion, then the video styles of the target object are food style and fashion style, that is, the video posted by the target object has the two commodity attribute characteristics of food and fashion.
本发明实施例提供的挂载商品推荐的方法，能够基于商品属性标签和视频风格标签准确确定出目标对象的视频风格，进一步能够准确向目标对象推荐与视频风格匹配的挂着商品，使得挂载商品与目标对象发布的视频风格相接近，吸引粉丝用户购买商品，从而能够为目标对象带来较大收益。The method for recommending the attached product provided by the embodiment of the present invention can accurately determine the video style of the target object based on the product attribute tag and the video style tag, and can further accurately recommend the attached product that matches the video style to the target object, so that the attached The style of the product is similar to the video released by the target audience, attracting fans to buy the product, which can bring greater benefits to the target audience.
参见图4，为本发明实施例提供的另一种挂载商品推荐的方法的实施例流程图。该图4所示流程在上述图1所示流程的基础上，描述如何确定与视频风格对应的挂载商品。如图4所示，该流程可包括以下步骤：Referring to FIG. 4 , it is a flow chart of another embodiment of a method for loading commodity recommendations provided by an embodiment of the present invention. The flow shown in FIG. 4 is based on the flow shown in FIG. 1 above, and describes how to determine the mounted commodity corresponding to the video style. As shown in Figure 4, the process may include the following steps:
S401，在多个子商品类目中确定与视频风格匹配的目标子商品类目；S401. Determine a target sub-commodity category matching the style of the video among multiple sub-commodity categories;
具体为:在多个子商品类目对应的商品属性标签中查找与视频风格对应的目标视频风格标签匹配的目标商品属性标签；将目标商品属性标签对应的子商品类目确定为目标子商品类目。Be specifically: in the commodity attribute label corresponding to a plurality of sub-commodity categories, search for the target commodity attribute label matching with the target video style label corresponding to the video style; The sub-commodity category corresponding to the target commodity attribute label is determined as the target sub-commodity category .
如表1所示，如果目标视频风格标签为美食，将零食、小吃确定为目标子商品类目；如果目标视频风格标签为美食和时尚，则将零食、小吃、服饰均确定为目标子商品类目；As shown in Table 1, if the target video style tag is gourmet, determine snacks and snacks as the target sub-commodity category; if the target video style tag is gourmet and fashion, then determine snacks, snacks, and clothing as the target sub-commodity category head;
S402，确定目标子商品类目下包括的每个商品的商品利润；S402. Determine the commodity profit of each commodity included in the target sub-commodity category;
针对每个商品，商品利润的计算过程为：获取商品的商品历史销量、商品单价，以及用户针对商品的商品分成比例；基于商品历史销量、商品单价和商品分成比例，确定商品的商品利润。For each product, the calculation process of product profit is: obtain the product's historical sales volume, product unit price, and the user's product share ratio for the product; determine the product's product profit based on the product's historical sales volume, product unit price, and product share ratio.
上述商品历史销量为该商品在预设时间段内通过各个渠道销售的销售总量，这个预设时间段可以是以年、月、日为单位根据实际需求进行设置的，在此不进行限定。The historical sales volume of the above-mentioned commodity is the total sales volume of the commodity sold through various channels within a preset time period. This preset time period can be set in units of years, months, and days according to actual needs, and is not limited here.
商品分成比例为目标对象销售单件商品所获取到的金额占商品单价的金额比例，比如，商品分成比例为7/10，如果商品单价为100元，则目标对象能够获取到的金额为70元。The product share ratio is the ratio of the amount obtained by the target object from selling a single product to the unit price of the product. For example, the product share ratio is 7/10. If the product unit price is 100 yuan, the amount that the target object can obtain is 70 yuan .
将商品历史销量乘以商品单价再乘以商品分成比例得到该商品的商品利润。The commodity profit of the commodity is obtained by multiplying the historical sales volume of the commodity by the unit price of the commodity and then multiplying it by the proportion of the commodity.
通过上述实施例可知，如果目标子商品类目为零食、小吃，则这两个目标子商品类目包括的商品有臭豆腐、麻辣烫、豆干、饼干、汽水，针对每个商品按照上述方式计算商品利润。According to the above example, if the target sub-commodity categories are snacks and snacks, the commodities included in these two target sub-commodity categories include stinky tofu, spicy soup, dried tofu, biscuits, and soft drinks. Calculate commodity profit.
S403，基于商品利润从多个商品中确定挂载商品。S403. Determine the mounted commodity from a plurality of commodities based on the profit of the commodity.
可将商品利润超过预设商品利润对应的商品确定为挂载商品，假如上述目标子商品类目包括的商品臭豆腐对应的商品利润为50万元、麻辣烫40万元、豆干70万元、饼干80万元、汽水60万元，若预设商品利润设为70万元，则将豆干、饼干确定为挂载商品，如果预设商品利润设为60万元，则将豆干、饼干、汽水确定为挂载商品；预设商品利润可以根据实际需求进行设置，在此不进行限定。The product whose profit exceeds the preset product profit can be determined as a mounted product. If the above target sub-commodity category includes the product stinky tofu, the product profit corresponding to the product is 500,000 yuan, Malatang is 400,000 yuan, and dried tofu is 700,000 yuan , biscuits 800,000 yuan, soda 600,000 yuan, if the default commodity profit is 700,000 yuan, then the dried tofu and biscuits are determined as the mounted commodities; if the default commodity profit is 600,000 yuan, the Biscuits and soft drinks are determined to be mounted products; the profit of preset products can be set according to actual needs, which is not limited here.
本发明实施例提供的挂载商品推荐的方法，能够确定出与视频风格匹配的目标子商品类目后，计算目标子商品类目中包括的每个商品的商品利润，并将商品利润超过预设商品利润对应的商品推荐给目标对象，可大大增加目标对象的销售收益。The method for recommending products provided by the embodiments of the present invention can calculate the commodity profit of each commodity included in the target sub-commodity category after determining the target sub-commodity category that matches the style of the video, and increase the commodity profit by more than the expected value. If the product corresponding to the profit of the product is recommended to the target object, the sales revenue of the target object can be greatly increased.
参见图5，为本发明实施例提供的一种挂载商品推荐的装置的实施例框图。如图5所示，该装置可包括：Referring to FIG. 5 , it is a block diagram of an embodiment of an apparatus for loading commodity recommendations provided by an embodiment of the present invention. As shown in Figure 5, the device may include:
获取模块501，用于获取商品类目表和目标对象的视频集；其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签；视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；The obtaining module 501 is used to obtain the video set of the commodity category table and the target object; wherein, a plurality of sub-commodity categories are stored in the commodity category table, and commodity attribute tags corresponding to each sub-commodity category; the video set is included in Multiple videos published by the target object on the video publishing platform within a preset time period;
第一确定模块502，用于基于视频集和多个商品属性标签确定目标对象的视频风格；The first determination module 502 is used to determine the video style of the target object based on the video set and a plurality of commodity attribute tags;
第二确定模块503，用于在多个子商品类目中确定与视频风格匹配的挂载商品；The second determination module 503 is used to determine the mounted commodity matching the style of the video in multiple sub-commodity categories;
推荐模块504，用于将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。The recommendation module 504 is configured to recommend the uploaded commodity to the target object, so that the target object mounts the mounted commodity on the video publishing platform.
在一种可能的实施方式中，第一确定模块502，还用于：In a possible implementation manner, the first determination module 502 is also configured to:
针对视频集中的每个视频，从视频中提取视频风格标签；其中，视频风格标签用于表征视频的视频风格；针对每个商品属性标签，统计与商品属性标签匹配的视频风格标签对应的视频的视频数量；确定对应的视频数量最多的目标视频风格标签；将目标视频风格标签对应的视频风格确定为目标对象的视频风格。For each video in the video set, extract the video style label from the video; wherein, the video style label is used to characterize the video style of the video; for each product attribute label, count the video style tags corresponding to the product attribute label. The number of videos; determining the target video style label corresponding to the largest number of videos; determining the video style corresponding to the target video style label as the video style of the target object.
在一种可能的实施方式中，第一确定模块502，还用于：In a possible implementation manner, the first determination module 502 is also configured to:
查找视频中是否携带有视频风格标签；在查找到视频携带有视频风格标签时，从视频中提取出视频风格标签。Find whether the video carries a video style tag; when the video is found to carry a video style tag, extract the video style tag from the video.
在一种可能的实施方式中，第一确定模块502，还用于：In a possible implementation manner, the first determination module 502 is also configured to:
在查找到视频不携带有视频风格标签时，获取视频的视频标题内容；从视频标题内容中提取视频关键字；在预设视频风格标签库中查找与视频关键字匹配的视频风格标签；其中，预设视频风格标签库中存储有多个视频风格标签，以及与每个视频风格标签对应的视频关键字。When finding that the video does not carry a video style tag, obtain the video title content of the video; extract the video keyword from the video title content; search for a video style tag matching the video keyword in the preset video style tag library; where, A plurality of video style tags and video keywords corresponding to each video style tag are stored in the preset video style tag library.
在一种可能的实施方式中，第二确定模块503，还用于：In a possible implementation manner, the second determining module 503 is also configured to:
在多个子商品类目中确定与视频风格匹配的目标子商品类目；确定目标子商品类目下包括的每个商品的商品利润；基于商品利润从多个商品中确定挂载商品。Determining a target sub-commodity category matching the style of the video in multiple sub-commodity categories; determining the commodity profit of each commodity included in the target sub-commodity category; and determining the attached commodity from the multiple commodities based on the commodity profit.
在一种可能的实施方式中，第二确定模块503，还用于：In a possible implementation manner, the second determination module 503 is also configured to:
在多个子商品类目对应的商品属性标签中查找与视频风格对应的目标视频风格标签匹配的目标商品属性标签；将目标商品属性标签对应的子商品类目确定为目标子商品类目。Search for a target product attribute tag that matches the target video style tag corresponding to the video genre among product attribute tags corresponding to multiple sub-commodity categories; determine the sub-commodity category corresponding to the target product attribute tag as the target sub-commodity category.
在一种可能的实施方式中，第二确定模块503，还用于：In a possible implementation manner, the second determining module 503 is also configured to:
获取商品的商品历史销量、商品单价，以及用户针对商品的商品分成比例；基于商品历史销量、商品单价和商品分成比例，确定商品的商品利润。Obtain the historical sales volume of the product, the unit price of the product, and the product share ratio of the user for the product; determine the product profit of the product based on the historical sales volume of the product, the unit price of the product, and the product share ratio.
在一种可能的实施方式中，第二确定模块503，还用于：In a possible implementation manner, the second determination module 503 is also configured to:
将商品利润超过预设商品利润对应的商品确定为挂载商品。Commodities whose profit exceeds the preset commodity profit are determined as mounted commodities.
图6为本发明实施例提供的一种电子设备的结构示意图，图6所示的电子设备600包括：至少一个处理器601、存储器602、至少一个网络接口604和其他用户接口603。电子设备600中的各个组件通过总线系统605耦合在一起。可理解，总线系统605用于实现这些组件之间的连接通信。总线系统605除包括数据总线之外，还包括电源总线、控制总线和状态信号总线。但是为了清楚说明起见，在图6中将各种总线都标为总线系统605。FIG. 6 is a schematic structural diagram of an electronic device provided by an embodiment of the present invention. The
其中，用户接口603可以包括显示器、键盘或者点击设备(例如，鼠标，轨迹球(trackball)、触感板或者触摸屏等。Wherein, the
可以理解，本发明实施例中的存储器602可以是易失性存储器或非易失性存储器，或可包括易失性和非易失性存储器两者。其中，非易失性存储器可以是只读存储器(Read-Only Memory，ROM)、可编程只读存储器(Programmable ROM，PROM)、可擦除可编程只读存储器(Erasable PROM，EPROM)、电可擦除可编程只读存储器(Electrically EPROM，EEPROM)或闪存。易失性存储器可以是随机存取存储器(Random Access Memory，RAM)，其用作外部高速缓存。通过示例性但不是限制性说明，许多形式的RAM可用，例如静态随机存取存储器(Static RAM，SRAM)、动态随机存取存储器(Dynamic RAM，DRAM)、同步动态随机存取存储器(Synchronous DRAM，SDRAM)、双倍数据速率同步动态随机存取存储器(Double Data RateSDRAM，DDRSDRAM)、增强型同步动态随机存取存储器(Enhanced SDRAM，ESDRAM)、同步连接动态随机存取存储器(Synch link DRAM，SLDRAM)和直接内存总线随机存取存储器(DirectRambus RAM，DRRAM)。本文描述的存储器602旨在包括但不限于这些和任意其它适合类型的存储器。It can be understood that the
在一些实施方式中，存储器602存储了如下的元素，可执行单元或者数据结构，或者他们的子集，或者他们的扩展集：操作系统6021和应用程序6022。In some implementations, the
其中，操作系统6021，包含各种系统程序，例如框架层、核心库层、驱动层等，用于实现各种基础业务以及处理基于硬件的任务。应用程序6022，包含各种应用程序，例如媒体播放器(Media Player)、浏览器(Browser)等，用于实现各种应用业务。实现本发明实施例方法的程序可以包含在应用程序6022中。Among them, the
在本发明实施例中，通过调用存储器602存储的程序或指令，具体的，可以是应用程序6022中存储的程序或指令，处理器601用于执行各方法实施例所提供的方法步骤，例如包括：In this embodiment of the present invention, by calling the program or instruction stored in the
获取商品类目表和目标对象的视频集，其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签，视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；基于视频集和多个商品属性标签确定目标对象的视频风格；在多个子商品类目中确定与视频风格匹配的挂载商品；将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。Obtain the commodity category table and the video set of the target object, where multiple sub-commodity categories are stored in the commodity category table, as well as the commodity attribute labels corresponding to each sub-commodity category, and the video set includes the target within a preset time period Multiple videos published by the object on the video publishing platform; determine the video style of the target object based on the video set and multiple product attribute tags; determine the mounted product that matches the video style in multiple sub-product categories; recommend the mounted product To the target object, so that the target object mounts the mount product on the video publishing platform.
上述本发明实施例揭示的方法可以应用于处理器601中，或者由处理器601实现。处理器601可能是一种集成电路芯片，具有信号的处理能力。在实现过程中，上述方法的各步骤可以通过处理器601中的硬件的集成逻辑电路或者软件形式的指令完成。上述的处理器601可以是通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit，ASIC)、现成可编程门阵列(FieldProgrammable Gate Array，FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件。可以实现或者执行本发明实施例中的公开的各方法、步骤及逻辑框图。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。结合本发明实施例所公开的方法的步骤可以直接体现为硬件译码处理器执行完成，或者用译码处理器中的硬件及软件单元组合执行完成。软件单元可以位于随机存储器，闪存、只读存储器，可编程只读存储器或者电可擦写可编程存储器、寄存器等本领域成熟的存储介质中。该存储介质位于存储器602，处理器601读取存储器602中的信息，结合其硬件完成上述方法的步骤。The methods disclosed in the foregoing embodiments of the present invention may be applied to the
可以理解的是，本文描述的这些实施例可以用硬件、软件、固件、中间件、微码或其组合来实现。对于硬件实现，处理单元可以实现在一个或多个专用集成电路(ApplicationSpecific Integrated Circuits，ASIC)、数字信号处理器(Digital Signal Processing，DSP)、数字信号处理设备(DSPDevice，DSPD)、可编程逻辑设备(Programmable LogicDevice，PLD)、现场可编程门阵列(Field-Programmable Gate Array，FPGA)、通用处理器、控制器、微控制器、微处理器、用于执行本申请所述功能的其它电子单元或其组合中。It should be understood that the embodiments described herein may be implemented by hardware, software, firmware, middleware, microcode or a combination thereof. For hardware implementation, the processing unit can be implemented in one or more application specific integrated circuits (Application Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing, DSP), digital signal processing device (DSPDevice, DSPD), programmable logic device (Programmable LogicDevice, PLD), Field-Programmable Gate Array (Field-Programmable Gate Array, FPGA), general-purpose processor, controller, microcontroller, microprocessor, other electronic units for performing the functions described in this application or in its combination.
对于软件实现，可通过执行本文所述功能的单元来实现本文所述的技术。软件代码可存储在存储器中并通过处理器执行。存储器可以在处理器中或在处理器外部实现。For a software implementation, the techniques described herein are implemented by means of units that perform the functions described herein. Software codes can be stored in memory and executed by a processor. Memory can be implemented within the processor or external to the processor.
本实施例提供的电子设备可以是如图6中所示的电子设备，可执行如图1、3-4中挂载商品推荐的方法的所有步骤，进而实现图1、3-4所示挂载商品推荐的方法的技术效果，具体请参照图1、3-4相关描述，为简洁描述，在此不作赘述。The electronic device provided in this embodiment may be the electronic device as shown in Figure 6, and can perform all the steps of the method for mounting commodity recommendations as shown in Figures 1 and 3-4, and then realize the hanging product as shown in Figures 1 and 3-4. For the technical effect of the method for loading product recommendations, please refer to the relevant descriptions in Figures 1 and 3-4 for details, which are not described here for brevity.
本发明实施例还提供了一种存储介质(计算机可读存储介质)。这里的存储介质存储有一个或者多个程序。其中，存储介质可以包括易失性存储器，例如随机存取存储器；存储器也可以包括非易失性存储器，例如只读存储器、快闪存储器、硬盘或固态硬盘；存储器还可以包括上述种类的存储器的组合。The embodiment of the present invention also provides a storage medium (computer-readable storage medium). The storage medium here stores one or more programs. Wherein, the storage medium may include a volatile memory, such as a random access memory; the memory may also include a non-volatile memory, such as a read-only memory, a flash memory, a hard disk or a solid-state disk; the memory may also include the above-mentioned types of memory combination.
当存储介质中一个或者多个程序可被一个或者多个处理器执行，以实现上述挂载商品推荐的方法。One or more programs in the storage medium can be executed by one or more processors, so as to realize the above-mentioned method for recommending products mounted.
所述处理器用于执行存储器中存储的挂载商品推荐程序，以实现挂载商品推荐的方法的步骤：The processor is used to execute the recommended program for attaching commodities stored in the memory, so as to realize the steps of the method for recommending the attached commodities:
获取商品类目表和目标对象的视频集，其中，商品类目表中存储有多个子商品类目，以及与每个子商品类目对应的商品属性标签，视频集包括在预设时间段内目标对象在视频发布平台上发布的多个视频；基于视频集和多个商品属性标签确定目标对象的视频风格；在多个子商品类目中确定与视频风格匹配的挂载商品；将挂载商品推荐给目标对象，以使目标对象在视频发布平台上挂载挂载商品。Obtain the commodity category table and the video set of the target object, where multiple sub-commodity categories are stored in the commodity category table, as well as the commodity attribute labels corresponding to each sub-commodity category, and the video set includes the target within a preset time period Multiple videos published by the object on the video publishing platform; determine the video style of the target object based on the video set and multiple product attribute tags; determine the mounted product that matches the video style in multiple sub-product categories; recommend the mounted product To the target object, so that the target object mounts the mount product on the video publishing platform.
专业人员应该还可以进一步意识到，结合本文中所公开的实施例描述的各示例的单元及算法步骤，能够以电子硬件、计算机软件或者二者的结合来实现，为了清楚地说明硬件和软件的可互换性，在上述说明中已经按照功能一般性地描述了各示例的组成及步骤。这些功能究竟以硬件还是软件方式来执行，取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能，但是这种实现不应认为超出本发明的范围。Professionals should further realize that the units and algorithm steps described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the relationship between hardware and software Interchangeability. In the above description, the composition and steps of each example have been generally described according to their functions. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Skilled artisans may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present invention.
结合本文中所公开的实施例描述的方法或算法的步骤可以用硬件、处理器执行的软件模块，或者二者的结合来实施。软件模块可以置于随机存储器(RAM)、内存、只读存储器(ROM)、电可编程ROM、电可擦除可编程ROM、寄存器、硬盘、可移动磁盘、CD-ROM、或技术领域内所公知的任意其它形式的存储介质中。The steps of the methods or algorithms described in connection with the embodiments disclosed herein may be implemented by hardware, software modules executed by a processor, or a combination of both. Software modules can be placed in random access memory (RAM), internal memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other Any other known storage medium.
以上所述的具体实施方式，对本发明的目的、技术方案和有益效果进行了进一步详细说明，所应理解的是，以上所述仅为本发明的具体实施方式而已，并不用于限定本发明的保护范围，凡在本发明的精神和原则之内，所做的任何修改、等同替换、改进等，均应包含在本发明的保护范围之内。The specific embodiments described above have further described the purpose, technical solutions and beneficial effects of the present invention in detail. It should be understood that the above descriptions are only specific embodiments of the present invention and are not intended to limit the scope of the present invention. Protection scope, within the spirit and principles of the present invention, any modification, equivalent replacement, improvement, etc., shall be included in the protection scope of the present invention.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116244467A (en)* | 2022-12-29 | 2023-06-09 | 深圳市闪剪智能科技有限公司 | Video recommendation method, device, equipment and storage medium based on small program |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016183898A1 (en)* | 2015-05-18 | 2016-11-24 | 向莉妮 | Personalized commodity matching and recommendation system and method, and electronic device |
| CN106202317A (en)* | 2016-07-01 | 2016-12-07 | 传线网络科技（上海）有限公司 | Method of Commodity Recommendation based on video and device |
| CN111428057A (en)* | 2019-01-09 | 2020-07-17 | 阿里巴巴集团控股有限公司 | Multimedia resource generation method, device and system |
| CN112672188A (en)* | 2019-10-15 | 2021-04-16 | 阿里巴巴集团控股有限公司 | Anchor recommendation method, device and storage medium |
| CN112989190A (en)* | 2021-03-09 | 2021-06-18 | 北京百度网讯科技有限公司 | Commodity mounting method and device, electronic equipment and storage medium |
| CN113420166A (en)* | 2021-03-26 | 2021-09-21 | 阿里巴巴新加坡控股有限公司 | Commodity mounting, retrieving, recommending and training processing method and device and electronic equipment |
| CN114219586A (en)* | 2022-01-14 | 2022-03-22 | 平安普惠企业管理有限公司 | Video-based shopping recommendation method, device, device and storage medium |
| CN114501043A (en)* | 2021-12-24 | 2022-05-13 | 中国电信股份有限公司 | Video pushing method and device |
- 2022
- 2022-09-26CNCN202211178733.5Apatent/CN115496559A/enactivePending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016183898A1 (en)* | 2015-05-18 | 2016-11-24 | 向莉妮 | Personalized commodity matching and recommendation system and method, and electronic device |
| CN106202317A (en)* | 2016-07-01 | 2016-12-07 | 传线网络科技（上海）有限公司 | Method of Commodity Recommendation based on video and device |
| CN111428057A (en)* | 2019-01-09 | 2020-07-17 | 阿里巴巴集团控股有限公司 | Multimedia resource generation method, device and system |
| CN112672188A (en)* | 2019-10-15 | 2021-04-16 | 阿里巴巴集团控股有限公司 | Anchor recommendation method, device and storage medium |
| CN112989190A (en)* | 2021-03-09 | 2021-06-18 | 北京百度网讯科技有限公司 | Commodity mounting method and device, electronic equipment and storage medium |
| CN113420166A (en)* | 2021-03-26 | 2021-09-21 | 阿里巴巴新加坡控股有限公司 | Commodity mounting, retrieving, recommending and training processing method and device and electronic equipment |
| CN114501043A (en)* | 2021-12-24 | 2022-05-13 | 中国电信股份有限公司 | Video pushing method and device |
| CN114219586A (en)* | 2022-01-14 | 2022-03-22 | 平安普惠企业管理有限公司 | Video-based shopping recommendation method, device, device and storage medium |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116244467A (en)* | 2022-12-29 | 2023-06-09 | 深圳市闪剪智能科技有限公司 | Video recommendation method, device, equipment and storage medium based on small program |
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