CN112036981A - Method, device, equipment and medium for providing target comparison commodities - Google Patents
Method, device, equipment and medium for providing target comparison commoditiesDownload PDFInfo
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Abstract
Translated fromChinese
Description
Translated fromChinese技术领域technical field
本发明实施例涉及互联网技术，尤其涉及一种用于提供目标对比商品的方法、装置、设备及介质。Embodiments of the present invention relate to Internet technologies, and in particular, to a method, apparatus, device, and medium for providing target comparison commodities.
背景技术Background technique
随着电商行业的迅速发展，出现了很多电商平台，用户可以通过多种电商平台进行网上购物，在足不出户的情况下完成购物。但是网上购物存在同质商品在不同电商平台中价格不一致以及价格波动大等缺点，用户想要花最少的钱买到品质最好的商品，就需要在不同电商平台中进行相似商品价格和商品信息的比对，由于需要在不同电商平台之间不断切换进行比较，比对过程繁琐，且效率低下。With the rapid development of the e-commerce industry, many e-commerce platforms have emerged. Users can shop online through a variety of e-commerce platforms and complete shopping without leaving home. However, online shopping has disadvantages such as inconsistent prices of homogeneous products in different e-commerce platforms and large price fluctuations. If users want to spend the least money to buy the best quality products, they need to compare the prices of similar products on different e-commerce platforms. The comparison of commodity information is cumbersome and inefficient due to the need to constantly switch between different e-commerce platforms for comparison.
发明内容SUMMARY OF THE INVENTION
本发明实施例提供一种用于提供目标对比商品的方法、装置、设备及介质，通过计算候选比对商品和待比对商品的相似度，筛选目标比对商品，实现对不同商品平台反馈的目标比对商品的顺序显示，提高了商品比对效率。Embodiments of the present invention provide a method, device, equipment and medium for providing target comparison products. By calculating the similarity between the candidate comparison products and the products to be compared, the target comparison products are screened, and the feedback on different commodity platforms is realized. The order of the target comparison products is displayed, which improves the efficiency of product comparison.
第一方面，本发明实施例提供了一种用于提供目标对比商品的方法，所述方法包括：In a first aspect, an embodiment of the present invention provides a method for providing a target comparison product, the method comprising:
根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，所述商品基本信息包括所述待比对商品的至少一项属性信息；Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities, and the commodities are basically The information includes at least one attribute information of the commodity to be compared;
根据所述待比对商品的至少一项属性信息，以及所述候选比对商品的至少一项属性信息，计算所述候选比对商品与所述待比对商品之间的基准相似度；According to at least one item of attribute information of the item to be compared and at least one item of attribute information of the item to be compared, calculating the benchmark similarity between the item to be compared and the item to be compared;
根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品；According to the benchmark similarity, filter out the target comparison commodity from the one or more candidate comparison commodities;
将所述目标比对商品提供给对应用户。The target comparison product is provided to the corresponding user.
第二方面，本发明实施例还提供了一种用于提供目标对比商品的装置，所述装置包括：In a second aspect, an embodiment of the present invention further provides a device for providing a target comparison product, the device comprising:
查询结果获取模块，用于根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，所述商品基本信息包括所述待比对商品的至少一项属性信息；The query result acquisition module is configured to construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and acquire query results corresponding to the query conditions fed back by multiple commodity platforms, and the query results include one or more candidate ratios. For commodities, the commodity basic information includes at least one attribute information of the commodity to be compared;
基准相似度计算模块，用于根据所述待比对商品的至少一项属性信息，以及所述候选比对商品的至少一项属性信息，计算所述候选比对商品与所述待比对商品之间的基准相似度；A reference similarity calculation module, configured to calculate the candidate comparison commodity and the to-be-compared commodity according to at least one item of attribute information of the to-be-compared commodity and at least one item of attribute information of the candidate comparison commodity benchmark similarity between;
目标比对商品筛选模块，用于根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品；a target comparison commodity screening module, configured to screen out a target comparison commodity from the one or more candidate comparison commodities according to the benchmark similarity;
目标比对商品提供模块，用于将所述目标比对商品提供给对应用户。The target comparison commodity providing module is used for providing the target comparison commodity to the corresponding user.
第三方面，本发明实施例还提供了一种电子设备，包括：In a third aspect, an embodiment of the present invention also provides an electronic device, including:
一个或多个处理器；one or more processors;
存储器，用于存储一个或多个程序；memory for storing one or more programs;
当所述一个或多个程序被所述一个或多个处理器执行，使得所述一个或多个处理器实现本发明任意实施例提供的用于提供目标对比商品的方法。When the one or more programs are executed by the one or more processors, the one or more processors implement the method for providing a target comparison product provided by any embodiment of the present invention.
第四方面，本发明实施例还提供了一种计算机可读存储介质，其上存储有计算机程序，该程序被处理器执行时实现本发明任意实施例提供的用于提供目标对比商品的方法。In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, implements the method for providing a target comparison commodity provided by any embodiment of the present invention.
本发明实施例的技术方案，首先根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，然后根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度，并根据基准相似度，从一个或多个候选比对商品中筛选出目标比对商品，最终将目标比对商品提供给对应用户，解决了用户在不同商品平台频繁切换导致商品比对效率低的问题，通过计算候选比对商品和待比对商品的相似度，筛选目标比对商品，实现对不同商品平台反馈的目标比对商品的顺序显示，提高了商品比对效率。In the technical solution of the embodiment of the present invention, a query condition is first constructed according to at least one item of commodity basic information of the commodities to be compared, and query results corresponding to the query conditions fed back by multiple commodity platforms are obtained, and then according to at least one item of the commodities to be compared, query results corresponding to the query conditions are obtained. One item of attribute information, and at least one item of attribute information of the candidate comparison item, calculate the benchmark similarity between the candidate comparison item and the item to be compared, and select one or more candidate comparison items according to the benchmark similarity The target comparison products are screened out, and the target comparison products are finally provided to the corresponding users, which solves the problem of low product comparison efficiency caused by users frequently switching between different commodity platforms. By calculating the similarity between the candidate comparison products and the products to be compared , screen the target comparison products, realize the order display of the target comparison products fed back to different commodity platforms, and improve the efficiency of product comparison.
附图说明Description of drawings
图1是本发明实施例一中的一种用于提供目标对比商品的方法的流程图；Fig. 1 is a flow chart of a method for providing target comparison commodities in Embodiment 1 of the present invention;
图2是本发明实施例二中的一种用于提供目标对比商品的方法的流程图；Fig. 2 is a flow chart of a method for providing target comparison commodities in the second embodiment of the present invention;
图3是本发明实施例三中的一种用于提供目标对比商品的方法的流程图；Fig. 3 is a flow chart of a method for providing target comparison commodities in Embodiment 3 of the present invention;
图4是本发明实施例四中的一种用于提供目标对比商品的装置示意图；4 is a schematic diagram of a device for providing target comparison commodities in Embodiment 4 of the present invention;
图5是本发明实施例五提供的一种设备的结构示意图。FIG. 5 is a schematic structural diagram of a device according to Embodiment 5 of the present invention.
具体实施方式Detailed ways
下面结合附图和实施例对本发明作进一步的详细说明。可以理解的是，此处所描述的具体实施例仅用于解释本发明，而非对本发明的限定。另外还需要说明的是，为了便于描述，附图中仅示出了与本发明相关的部分而非全部结构。The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, the drawings only show some but not all structures related to the present invention.
实施例一Example 1
图1为本发明实施例一中的一种用于提供目标对比商品的方法的流程图，本实施例的技术方案适用于对多个商品平台的同质商品进行比对和顺序显示的情况，该方法可以由用于提供目标对比商品的装置执行，该装置可以由软件和/或硬件来实现，并可以集成在各种通用计算机设备中，具体包括如下步骤：1 is a flowchart of a method for providing target comparison commodities in Embodiment 1 of the present invention. The technical solution of this embodiment is applicable to the situation of comparing and sequentially displaying homogeneous commodities on multiple commodity platforms, The method can be performed by a device for providing target comparison commodities, the device can be implemented by software and/or hardware, and can be integrated in various general-purpose computer equipment, and specifically includes the following steps:
步骤110、根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，商品基本信息包括待比对商品的至少一项属性信息。Step 110: Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities and basic commodity information. Including at least one attribute information of the commodity to be compared.
其中，候选比对商品是根据当前商品平台的待比对商品的商品基本信息，在其他多个商品平台查询得到的，与待比对商品相同或相似的商品。商品基本信息是能够表征当前待比对商品的商品基本特征的信息，其中包括以下至少任一项：待比对商品的至少一项属性信息、待比对商品的图片、待比对商品的视频，其中，在具体实施例中，属性信息可以是，例如，待比对商品的材质、尺寸、适用场景、适用对象、制作工艺等。Wherein, the candidate comparison products are the same or similar products as the to-be-compared products obtained by querying other multiple commodity platforms according to the commodity basic information of the to-be-compared products of the current commodity platform. The basic information of the product is information that can characterize the basic characteristics of the product to be compared, including at least any of the following: at least one attribute information of the product to be compared, a picture of the product to be compared, and a video of the product to be compared , wherein, in a specific embodiment, the attribute information may be, for example, the material, size, applicable scene, applicable object, and production process of the commodity to be compared.
本实施例中，为了方便快捷的将当前商品平台中的待比对商品和其他商品平台中的同质商品进行比对，首先获取待比对商品的至少一项商品基本信息，例如，待比对商品的至少一项属性信息、待比对商品图片或者待比对商品视频，然后根据商品图片或者商品属性构造查询条件，模拟用户在多个商品平台进行商品搜索的操作，从而获取各商品平台反馈的与上述查询条件对应的至少一项目标比对商品。同质商品是拥有相同属性和属性值的商品，例如，电商平台A中的休闲鞋包含“适用场景”、“材质”以及“适用对象”3个属性项，各属性项对应的属性值分别为“休闲”、“牛皮”以及“中年”，则在电商平台B中包含相似属性和属性值的商品即为同质商品。In this embodiment, in order to conveniently and quickly compare the commodity to be compared in the current commodity platform with the homogeneous commodity in other commodity platforms, first obtain at least one basic commodity information of the commodity to be compared, for example, the commodity to be compared At least one attribute information of the product, the image of the product to be compared, or the video of the product to be compared, and then construct the query condition according to the product image or product attribute, simulating the user's operation of searching for products on multiple product platforms, so as to obtain each product platform. At least one target comparison product corresponding to the above query condition is fed back. Homogeneous commodities are commodities with the same attributes and attribute values. For example, the casual shoes in e-commerce platform A contain three attribute items: "applicable scene", "material" and "applicable object", and the attribute values corresponding to each attribute item are respectively are "leisure", "cowhide" and "middle-aged", then the products that contain similar attributes and attribute values in e-commerce platform B are homogeneous products.
示例性的，用户在当前商品平台A中浏览了一双休闲鞋，并需要将该商品和其他商品平台中的同质商品进行比对，则首先确定当前浏览的休闲鞋的商品基本信息，例如，休闲鞋的至少一项属性信息以及当前休闲鞋的图片或视频，其中，至少一项属性信息包括适用场景为休闲、材质为牛皮和适用对象为中年，然后可以将该休闲鞋的至少一项属性值(例如，“休闲、牛皮”)或者该休闲鞋的图片作为查询条件，在商品平台B和商品平台C中进行搜索，获取商品平台B和C反馈的符合查询条件的至少一个与当前待比对的休闲鞋相同或者相似的商品。其中，查询条件可以待比对商品的图片、视频、材质或者适用群体等。Exemplarily, if the user browses a pair of casual shoes on the current commodity platform A, and needs to compare the commodity with homogeneous commodities in other commodity platforms, the basic information of the currently browsed casual shoes is first determined, for example, At least one item of attribute information of the casual shoes and a picture or video of the current casual shoes, wherein the at least one attribute information includes that the applicable scene is leisure, the material is cowhide, and the applicable object is middle-aged, and then at least one item of the casual shoes can be The attribute value (for example, "leisure, cowhide") or the picture of the casual shoes is used as the query condition, search on commodity platform B and commodity platform C, and obtain at least one feedback from commodity platforms B and C that meet the query conditions and the current waiting list. Compare the same or similar products as casual shoes. Among them, the query conditions may be pictures, videos, materials or applicable groups of the products to be compared.
步骤120、根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度。Step 120: Calculate the benchmark similarity between the candidate comparison commodity and the to-be-compared commodity according to at least one item of attribute information of the commodity to be compared and at least one item of attribute information of the candidate comparison commodity.
本实施例中，为了对候选比对商品进行有针对性的展示，使用户在有限时间内能够看到与待比对商品相似度更高的商品，首先确定待比对商品的至少一项属性信息，包括待比对商品的属性项和属性项对应的属性值，然后获取候选比对商品的相同属性项对应的属性值，进一步的，计算各属性项对应属性值的相似度，并根据各属性项对应属性值的相似度，计算各候选比对商品与待比对商品之间的基准相似度。In this embodiment, in order to display the candidate products for comparison in a targeted manner, so that the user can see the products with higher similarity to the products to be compared within a limited time, at least one attribute of the products to be compared is first determined. information, including the attribute items of the products to be compared and the attribute values corresponding to the attribute items, and then obtain the attribute values corresponding to the same attribute items of the candidate comparison products, and further, calculate the similarity of the attribute values corresponding to each attribute item, and according to each attribute value The attribute item corresponds to the similarity of the attribute value, and the benchmark similarity between each candidate comparison item and the item to be compared is calculated.
示例性的，获取当前商品平台A中待比对商品的至少一项属性信息，例如，一个水杯的多项属性信息，材质为“不锈钢”，适用场景为“户外休闲”，款式为“中式”，为了计算候选比对商品与待比对商品的相似度，可以先获取候选比对商品中与上述属性项匹配的属性项对应的属性值，例如，候选比对商品的材质为“钢”，适用场景为“休闲”，款式为“欧式”，然后计算二者的各属性项对应属性值的相似度，例如，分别计算“不锈钢”和“钢”的相似度，“户外休闲”和“户外”的相似度，以及“中式”和“欧式”的相似度，最终将各属性项对应的相似度进行加权求和，得到候选比对商品与待比对商品之间的基准相似度。其中，各属性项的权重可以是根据用户关注的重点预先设置的，例如，对于水杯这一类商品，用户重点关注材质，则将材质对应的权重调高。Exemplarily, obtain at least one attribute information of the commodity to be compared in the current commodity platform A, for example, multiple attribute information of a water cup, the material is "stainless steel", the applicable scene is "outdoor leisure", and the style is "Chinese" , in order to calculate the similarity between the candidate comparison item and the item to be compared, you can first obtain the attribute value corresponding to the attribute item matching the above attribute item in the candidate comparison item. For example, the material of the candidate comparison item is "steel", The applicable scene is "leisure" and the style is "European", and then the similarity of the corresponding attribute values of each attribute item of the two is calculated. For example, the similarity of "stainless steel" and "steel", "outdoor leisure" and "outdoor" ”, and the similarity between “Chinese” and “European”, and finally weighted and summed the similarity corresponding to each attribute item to obtain the benchmark similarity between the candidate comparison product and the product to be compared. The weight of each attribute item may be preset according to the focus of the user. For example, for a product such as a water cup, if the user focuses on the material, the weight corresponding to the material is increased.
可选的，根据待比对商品的至少一项属性信息，以及后选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度，包括：Optionally, according to at least one item of attribute information of the item to be compared and at least one item of attribute information of the item to be compared, the benchmark similarity between the candidate item for comparison and the item to be compared is calculated, including:
根据候选比对商品和待比对商品分别对应的属性信息，建立至少一个比对属性对，比对属性对中包括与同一属性项对应的至少一个属性值；Establish at least one comparison attribute pair according to the attribute information corresponding to the candidate comparison commodity and the commodity to be compared respectively, and the comparison attribute pair includes at least one attribute value corresponding to the same attribute item;
按照与属性项匹配的比对算法，计算各比对属性对分别对应的属性匹配度；According to the matching algorithm matching with the attribute item, the attribute matching degree corresponding to each matching attribute pair is calculated;
根据各属性项的属性权重值以及各所述属性匹配度，计算候选比对商品与待比对商品之间的基准相似度。According to the attribute weight value of each attribute item and the matching degree of each attribute, the reference similarity between the candidate comparison item and the item to be compared is calculated.
本可选的实施例中，提供了一种根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度的具体方式，首先根据候选比对商品和待比对商品分别对应的属性信息，建立至少一个比对属性对，其中，一个比对属性对中包括与同一属性项对应的至少一个属性值，然后按照预先设置的与属性项对应的比对算法，计算各比对属性对的属性匹配度，最终根据各属性项的属性权重值以及各属性项对应的属性匹配度，计算候选比对商品和待比对商品之间的基准相似度。In this optional embodiment, there is provided a method for calculating the benchmark between the candidate comparison product and the to-be-compared product according to at least one item of attribute information of the to-be-compared product and at least one item of attribute information of the candidate comparison product The specific method of similarity is to first establish at least one comparison attribute pair according to the attribute information corresponding to the candidate comparison item and the item to be compared, wherein one comparison attribute pair includes at least one attribute value corresponding to the same attribute item , and then according to the preset comparison algorithm corresponding to the attribute item, calculate the attribute matching degree of each compared attribute pair, and finally calculate the candidate comparison product according to the attribute weight value of each attribute item and the attribute matching degree corresponding to each attribute item. The benchmark similarity between the product to be compared.
示例性的，待比对商品为商品平台A中的一双休闲鞋，候选比对商品为商品平台B中的一双休闲鞋，为了进行比对，首先获取二者对应的至少一项属性信息，例如，待比对商品的属性信息包括适用场景为“户外休闲”，材质为“头层牛皮”，以及风格为“英伦”；候选比对商品的属性信息包括适用场景为“户外”，材质为“皮质”，以及风格为“韩版”，然后由同一属性项对应的属性值构成比对属性对，例如，上述两个比对商品可以构成3个比对属性对，分别为“户外休闲”和“户外”，“头层牛皮”和“皮质”，“英伦”和“韩版”，在确定比对属性对后，根据与属性项匹配的比对算法，计算各比对属性对分别对应的属性匹配度，例如，可以根据相同字个数计算二者的属性匹配度，最终，根据各属性项的属性权重值以及各属性匹配度，计算当前比对的候选比对商品与待比对商品之间的基准相似度，例如，将各属性匹配度进行加权求和，其中，材质的权重为50％，适用场景权重为30％，风格的权重为20％。Exemplarily, the commodity to be compared is a pair of casual shoes in commodity platform A, and the candidate commodity for comparison is a pair of casual shoes in commodity platform B. In order to compare, first obtain at least one attribute information corresponding to the two, such as , the attribute information of the product to be compared includes that the applicable scene is "outdoor leisure", the material is "top layer cowhide", and the style is "British"; the attribute information of the candidate product for comparison includes the applicable scene is "outdoor" and the material is " Cortex", and the style is "Korean", and then the attribute value corresponding to the same attribute item constitutes a comparison attribute pair, for example, the above two comparison products can constitute 3 comparison attribute pairs, namely "outdoor leisure" and " "Outdoor", "Top-layer cowhide" and "cortex", "British" and "Korean version", after determining the matching attribute pair, according to the matching algorithm matching the attribute item, calculate the attribute matching corresponding to each matching attribute pair. For example, the attribute matching degree of the two can be calculated according to the same number of characters, and finally, according to the attribute weight value of each attribute item and the matching degree of each attribute, the difference between the candidate comparison product currently compared and the product to be compared is calculated. For example, the weighted summation of each attribute matching degree, where the weight of the material is 50%, the weight of the applicable scene is 30%, and the weight of the style is 20%.
可选的，比对算法，包括下述至少一项：Optionally, the alignment algorithm includes at least one of the following:
当比对属性对中包含的属性值完全相同，则确定比对属性对的属性匹配度为第一匹配度，否则，属性匹配度为第二匹配度；When the attribute values contained in the compared attribute pair are identical, the attribute matching degree of the compared attribute pair is determined to be the first matching degree, otherwise, the attribute matching degree is the second matching degree;
确定比对属性对中包含的属性值的相同字数量，并根据相同字数量计算比对属性对的属性匹配度；Determine the number of identical words in the attribute values included in the comparison attribute pair, and calculate the attribute matching degree of the compared attribute pair according to the same number of words;
确定比对属性对中包含的属性值的连续相同字数量，并根据连续相同字数量计算比对属性对的属性匹配度；Determine the number of consecutive identical words of attribute values included in the comparison attribute pair, and calculate the attribute matching degree of the compared attribute pair according to the number of consecutive identical words;
当比对属性对中，待比对商品对应的属性值包含于候选比对商品对应的属性值时，确定比对属性对的属性匹配度为第一匹配度，否则，属性匹配度为第二匹配度。When the attribute value corresponding to the commodity to be compared is included in the attribute value corresponding to the candidate comparison commodity in the comparison attribute pair, the attribute matching degree of the compared attribute pair is determined to be the first matching degree; otherwise, the attribute matching degree is the second matching degree. suitability.
本可选的实施例中，提供了4种计算属性匹配度的方式，可以根据实际情况选择个属性项对应的属性匹配度计算方式。第一种是完全匹配，具体的，当比对属性对中的两个属性值完全相同，则确定当前比对属性对的属性匹配度为第一匹配度，否则为第二匹配度，例如，可以将材质属性设置为完全匹配的匹配方式，其中，第一匹配度可以设置为1，第二匹配度设置为0；第二种是相同字权重匹配，具体为，首先检测比对属性对中包含的属性值的相同字数量，根据相同字数量计算当前比对属性对的属性匹配度，例如，待比对商品的颜色属性为“粉红色”，候选比对商品的颜色属性为“粉色”，其中有2个字是相同的，则属性匹配度可以为2/3＝67％；第三种是连续文字相似度匹配，具体为，首先检测比对属性对中包含的属性值中连续相同文字个数，然后根据连续相同文字个数，计算当前比对属性的属性匹配度，例如，待比对商品的适用场景属性为“户外休闲运动”，候选比对商品的适用场景属性为“户外休闲”，其中有4个连续文字是相同的，则属性匹配度可以为4/6＝67％；第四种是包含匹配，具体为，当待比对商品对应的属性值包含于候选比对商品对应的属性值时，确定当前比对属性对的属性匹配度为第一匹配度，否则属性匹配度为第二匹配度。In this optional embodiment, four methods for calculating the attribute matching degree are provided, and the attribute matching degree calculation method corresponding to each attribute item can be selected according to the actual situation. The first type is complete matching. Specifically, when the two attribute values in the compared attribute pair are exactly the same, the attribute matching degree of the currently compared attribute pair is determined as the first matching degree, otherwise it is the second matching degree, for example, The material properties can be set to a matching method of complete matching, wherein the first matching degree can be set to 1, and the second matching degree can be set to 0; The number of identical characters in the included attribute values, and the attribute matching degree of the current comparison attribute pair is calculated according to the same number of characters. For example, the color attribute of the item to be compared is "pink", and the color attribute of the candidate item for comparison is "pink" , in which 2 words are the same, the attribute matching degree can be 2/3=67%; the third type is the similarity matching of consecutive characters, specifically, firstly, it is detected that the attribute values contained in the comparison attribute pair are consecutively identical. The number of characters, and then calculate the attribute matching degree of the current comparison attribute according to the number of consecutive identical characters. For example, the applicable scene attribute of the product to be compared is "outdoor leisure sports", and the applicable scene attribute of the candidate comparison product is "outdoor sports". "Leisure", in which there are 4 consecutive words that are the same, the attribute matching degree can be 4/6=67%; the fourth type is inclusion matching, specifically, when the attribute value corresponding to the product to be compared is included in the candidate comparison When the attribute value corresponding to the product is determined, the attribute matching degree of the currently compared attribute pair is determined as the first matching degree, otherwise the attribute matching degree is the second matching degree.
步骤130、根据基准相似度，从一个或多个候选比对商品中筛选出目标比对商品。Step 130: Screen out the target comparison product from one or more candidate comparison products according to the benchmark similarity.
本实施例中，在计算得到待比对商品和候选比对商品的基准相似度后，为了使用户能够在有限时间内看到与待比对商品相似度较高的的候选比对商品，节省浏览同质商品的时间，可以根据各候选比对商品与待比对商品之间的基准相似度，从一个或多个候选比对商品中筛选出目标比对商品，具体的，可以按照基准相似度由高到低对候选比对商品进行排序，最终将前60％的候选比对商品作为目标比对商品；还可以将基准相似度高于基准相似度阈值的候选比对商品作为目标比对商品。In this embodiment, after calculating the benchmark similarity between the commodity to be compared and the candidate commodity to be compared, in order to enable the user to see the candidate comparison commodity with a higher similarity to the commodity to be compared within a limited time, saving When browsing homogeneous products, the target comparison product can be selected from one or more candidate comparison products according to the benchmark similarity between each candidate comparison product and the product to be compared. The candidate comparison products are sorted from high to low, and finally the top 60% of the candidate comparison products are used as the target comparison products; the candidate comparison products whose benchmark similarity is higher than the benchmark similarity threshold can also be used as the target comparison. commodity.
示例性的，设置基准相似度阈值为65％，最终根据各候选比对商品与待比对商品的基准相似度，将基准相似度高于65％的候选比对商品作为目标比对商品。Exemplarily, the benchmark similarity threshold is set to 65%, and finally, according to the benchmark similarity between each candidate comparison commodity and the commodity to be compared, the candidate comparison commodity with the benchmark similarity higher than 65% is used as the target comparison commodity.
步骤140、将目标比对商品提供给对应用户。Step 140: Provide the target comparison product to the corresponding user.
本实施例中，在根据基准相似度，从候选比对商品中筛选出目标比对商品后将目标比对商品提供给对应用户，具体的，可以以列表的形式向用户展示目标比对商品，每个列表项被用户点击后进入对应目标比对商品的详情页面。In this embodiment, after the target comparison product is selected from the candidate comparison products according to the reference similarity, the target comparison product is provided to the corresponding user. Specifically, the target comparison product may be displayed to the user in the form of a list. After each list item is clicked by the user, it will enter the details page of the corresponding target comparison product.
本发明实施例的技术方案，首先根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，然后根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度，并根据基准相似度，从一个或多个候选比对商品中筛选出目标比对商品，最终将目标比对商品提供给对应用户，解决了用户在不同商品平台频繁切换导致商品比对效率低的问题，通过计算候选比对商品和待比对商品的相似度，筛选目标比对商品，实现对不同商品平台反馈的目标比对商品的顺序显示，提高了商品比对效率。In the technical solution of the embodiment of the present invention, a query condition is first constructed according to at least one item of commodity basic information of the commodities to be compared, and query results corresponding to the query conditions fed back by multiple commodity platforms are obtained, and then according to at least one item of the commodities to be compared, query results corresponding to the query conditions are obtained. One item of attribute information, and at least one item of attribute information of the candidate comparison item, calculate the benchmark similarity between the candidate comparison item and the item to be compared, and select one or more candidate comparison items according to the benchmark similarity The target comparison products are screened out, and the target comparison products are finally provided to the corresponding users, which solves the problem of low product comparison efficiency caused by users frequently switching between different commodity platforms. By calculating the similarity between the candidate comparison products and the products to be compared , screen the target comparison products, realize the order display of the target comparison products fed back to different commodity platforms, and improve the efficiency of product comparison.
实施例二Embodiment 2
图2为本发明实施例二中的一种用于提供目标对比商品的方法的流程图，本实施例在上述实施例的基础上进一步细化，提供了根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品的具体步骤。下面结合图2对本发明实施例二提供的一种用于提供目标对比商品的方法进行说明，包括以下步骤：FIG. 2 is a flowchart of a method for providing target comparison products in Embodiment 2 of the present invention. This embodiment is further refined on the basis of the above-mentioned embodiment, and provides The specific steps of screening out the target comparison commodity from one or more candidate comparison commodities. The following describes a method for providing a target comparison product provided by Embodiment 2 of the present invention with reference to FIG. 2 , including the following steps:
步骤210、根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，商品基本信息包括待比对商品的至少一项属性信息。Step 210: Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities and basic commodity information. Including at least one attribute information of the commodity to be compared.
步骤220、根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算各候选比对商品与待比对商品之间的基准相似度。Step 220: Calculate the benchmark similarity between each candidate comparison commodity and the to-be-compared commodity according to at least one item of attribute information of the commodity to be compared and at least one item of attribute information of the candidate comparison commodity.
步骤230、对基准相似度进行修正处理，得到候选比对商品与待比对商品的相似度。
本实施例中，在计算出候选比对商品与待比对商品之间的基准相似度后，为了使计算结果更符合用户使用习惯和预期，可以根据预先设定的修正规则，对基准相似度进行修正处理，得到候选比对商品与待比对商品的相似度。In this embodiment, after calculating the benchmark similarity between the candidate comparison product and the commodity to be compared, in order to make the calculation result more in line with the user's usage habits and expectations, the benchmark similarity may be determined according to a preset correction rule. Correction processing is performed to obtain the similarity between the candidate comparison item and the item to be compared.
示例性的，可以根据各候选比对商品的商品平台，或者候选比对商品在匹配的查询结果中的位置，对基准相似度进行修正处理，得到各候选比对商品与待比对商品的相似度。Exemplarily, the benchmark similarity may be corrected according to the commodity platform of each candidate comparison commodity, or the position of the candidate comparison commodity in the matching query result, to obtain the similarity between each candidate comparison commodity and the commodity to be compared. Spend.
可选的，对基准相似度进行修正处理，得到候选比对商品与待比对商品的相似度，包括：Optionally, perform correction processing on the benchmark similarity to obtain the similarity between the candidate comparison product and the product to be compared, including:
根据候选比对商品的商品平台，对基准相似度进行修正处理，得到相似度。According to the commodity platform of the candidate comparison commodity, the benchmark similarity is corrected to obtain the similarity.
本可选的实施例中，可以根据候选比对商品的商品平台，对基准相似度进行修正处理，得到相似度，具体的，可以将基准相似度与候选比对商品所属商品平台对应的平台权重相加，得到最终相似度，其中，平台权重是用户预先根据实际情况设置的，例如，用户可以根据重视程度，设置平台权重，例如，用户对商品平台B比较重视，则将商品平台B对应的平台权重调高。In this optional embodiment, the benchmark similarity may be corrected according to the commodity platform of the candidate comparison commodity to obtain the similarity. Specifically, the benchmark similarity may be compared with the platform weight corresponding to the commodity platform to which the candidate comparison commodity belongs. Add up to get the final similarity, where the platform weight is set by the user in advance according to the actual situation. For example, the user can set the platform weight according to the degree of importance. For example, if the user attaches more importance to the commodity platform B, the corresponding commodity platform The platform weight is increased.
可选的，对基准相似度进行修正处理，得到候选比对商品与待比对商品的相似度，包括：Optionally, perform correction processing on the benchmark similarity to obtain the similarity between the candidate comparison product and the product to be compared, including:
根据候选比对商品在查询结果中的位置，对基准相似度进行修正处理，得到候选比对商品与待比对商品的相似度。According to the position of the candidate comparison item in the query result, the benchmark similarity is corrected to obtain the similarity between the candidate comparison item and the item to be compared.
本可选的实施例中，可以根据候选比对商品的在所属商品平台的展示位置，对基准相似度进行修正处理，得到相似度，具体的，将基准相似度与候选比对商品在所属商品平台的展示位置对应的位置权重相加，得到最终的相似度，其中，位置权重是用户预先根据实际情况设置的，例如，可以在针对候选比对商品在所属商品平台的展示位置，确定位置权重，一般情况下，展示位置越靠前的商品，对应的位置权重越高。In this optional embodiment, the benchmark similarity may be corrected according to the display position of the candidate comparison commodity on the commodity platform to which it belongs to obtain the similarity. Specifically, the benchmark similarity and the candidate comparison commodity in the commodity The position weights corresponding to the display positions of the platform are added to obtain the final similarity, where the position weights are set by the user in advance according to the actual situation. , in general, the higher the display position of the product, the higher the corresponding position weight.
值得注意的是，本实施例中也可以同时根据候选比对商品的商品平台以及在所属商品平台的展示位置对基准相似度进行双重修正处理，得到最终相似度。示例性的，在计算得到待比对商品和候选比对商品的基准相似度为70％后，获取候选比对商品所在的目标查询结果，并确定目标查询结果对应的候选商品平台，进一步的确定目标商品平台的平台权重值，例如70％，以及候选比对商品在目标商品平台中的排序位置对应的位置权重值，例如，展示的第1-15件商品的位置权重为80％，后续展示的商品位置权重为20％，本实施例中以候选比对商品的位置权重为80％为例，最终通过平台权重值和位置权重值对基准相似度进行修正处理，最终得到相似度为70％+70％+80％＝2.2。It is worth noting that, in this embodiment, the reference similarity can also be double corrected according to the commodity platform of the candidate comparison commodity and the display position of the commodity platform to which it belongs to obtain the final similarity. Exemplarily, after calculating that the benchmark similarity between the commodity to be compared and the candidate comparison commodity is 70%, obtain the target query result where the candidate comparison commodity is located, and determine the candidate commodity platform corresponding to the target query result, and further determine The platform weight value of the target product platform, such as 70%, and the position weight value corresponding to the ranking position of the candidate comparison product in the target product platform, for example, the position weight of the displayed products 1-15 is 80%, and subsequent display The position weight of the product is 20%. In this embodiment, the position weight of the candidate comparison product is 80% as an example. Finally, the reference similarity is corrected through the platform weight value and the position weight value, and the final similarity is 70%. +70%+80%=2.2.
步骤240、根据相似度，从一个或多个候选比对商品中筛选出目标比对商品。
本实施例中，在对基准相似度进行修正处理，得到待比对商品和候选比对商品的相似度后，为了使用户能够在有限时间内看到与待比对商品相似度较高的的候选比对商品，节省浏览同质商品的时间，可以根据各候选比对商品与待比对商品之间的相似度，从一个或多个候选比对商品中筛选出目标比对商品，具体的，可以按照相似度由高到低对候选比对商品进行排序，最终将前60％的候选比对商品作为目标比对商品；还可以将相似度高于基准相似度阈值的候选比对商品作为目标比对商品。In this embodiment, after the benchmark similarity is corrected to obtain the similarity between the commodity to be compared and the candidate commodity, in order to enable the user to see the commodity with a higher similarity to the commodity to be compared within a limited time. Candidate comparison products can save the time of browsing homogeneous products. According to the similarity between each candidate comparison product and the product to be compared, the target comparison product can be selected from one or more candidate comparison products. , the candidate comparison products can be sorted according to the similarity from high to low, and finally the top 60% of the candidate comparison products can be used as the target comparison products; the candidate comparison products whose similarity is higher than the reference similarity threshold can also be used as the target comparison products. Target comparison product.
步骤250、根据基准相似度，对目标比对商品进行排序。Step 250: Rank the target comparison commodities according to the reference similarity.
本实施例中，在根据基准相似度，计算得到各候选比对商品和待比对商品的相似度，并根据相似度在候选比对商品中筛选得到目标比对商品后，将各目标比对商品根据相似度由高到低进行排序显示，当两个目标比对商品的相似度相同时，可以优先展示目标比对商品所属平台对应的权重较高的商品，若所属平台对应的权重仍相同，则按照获取目标比对商品的先后顺序进行顺序展示。In this embodiment, after calculating the similarity between each candidate comparison product and the product to be compared according to the benchmark similarity, and selecting the target comparison product from the candidate comparison products according to the similarity, the target comparison products are compared with each other. The products are displayed in descending order of similarity. When the similarity between the two target comparison products is the same, the product with higher weight corresponding to the platform to which the target comparison product belongs can be displayed first. If the weight corresponding to the platform to which the product belongs is still the same , the products will be displayed in the order in which the target comparison products are obtained.
步骤260、将排序后的目标比对商品提供给对应用户。Step 260: Provide the sorted target comparison commodities to the corresponding users.
本实施例中，在根据相似度，对目标比对商品进行排序后，将目标比对商品按照排序结果展示为对应用户，使用户能够优先看到与待比对商品相似度较高的目标比对商品，节省用户浏览同质商品的时间。In this embodiment, after sorting the target comparison products according to the similarity, the target comparison products are displayed as corresponding users according to the sorting results, so that the user can preferentially see the target comparison products with higher similarity with the products to be compared. For commodities, it saves the time for users to browse homogeneous commodities.
本发明实施例的技术方案，首先根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈候选比对商品，然后根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度，并根据查询得到各候选比对商品的商品平台，和/或候选比对商品在匹配的查询结果中的位置，对基准相似度进行修正处理，得到各候选比对商品与待比对商品的相似度，且根据相似度，从一个或多个候选比对商品中筛选出目标比对商品，最终按照相似度将目标比对商品进行排序显示，一方面，直观展示目标比对商品和待比对商品的比对信息，节省用户比对时间，另一方面，计算相似度时通过各候选比对商品对应的商品平台和该商品在查询结果中的位置对相似度进行修正，实现根据用户的关注点调整相似度的效果，使显示结果更符合用户需求。In the technical solution of the embodiment of the present invention, a query condition is first constructed according to at least one item of commodity basic information of the commodity to be compared, and candidate comparison commodities for feedback from multiple commodity platforms are obtained, and then according to at least one item of attribute information of the commodity to be compared, and At least one attribute information of the candidate comparison product, calculate the benchmark similarity between the candidate comparison product and the product to be compared, and obtain the product platform of each candidate comparison product according to the query, and/or the candidate comparison product is matching. The position in the query result of , corrects the benchmark similarity, obtains the similarity between each candidate comparison product and the product to be compared, and selects the target comparison from one or more candidate comparison products according to the similarity. Commodities, the target comparison commodities are finally displayed in order according to the similarity. On the one hand, the comparison information of the target comparison commodity and the commodity to be compared is displayed intuitively, which saves the user comparison time. The candidate compares the product platform corresponding to the product and the position of the product in the query result to correct the similarity, so as to realize the effect of adjusting the similarity according to the user's focus, and make the display result more in line with the user's needs.
实施例三Embodiment 3
图3为本发明实施例三中的一种用于提供目标对比商品的方法的流程图，本实施例在上述实施例的基础上进一步细化，提供了根据待比对商品的至少一项商品基本信息构造查询条件的具体步骤。下面结合图3对本发明实施例三提供的一种用于提供目标对比商品的方法进行说明，包括以下步骤：FIG. 3 is a flowchart of a method for providing a target comparison commodity in Embodiment 3 of the present invention. This embodiment is further refined on the basis of the above-mentioned embodiment, and provides at least one commodity according to the commodity to be compared. The specific steps for constructing query conditions from basic information. The following describes a method for providing a target comparison product provided in Embodiment 3 of the present invention with reference to FIG. 3 , including the following steps:
步骤310、根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，商品基本信息包括待比对商品的至少一项属性信息。Step 310: Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities and basic commodity information. Including at least one attribute information of the commodity to be compared.
可选的，商品基本信息包括待比对商品的至少一项属性信息；Optionally, the basic information of the commodity includes at least one attribute information of the commodity to be compared;
根据待比对商品的至少一项商品基本信息构造查询条件，包括：Construct query conditions based on at least one item of basic commodity information of the commodity to be compared, including:
在待比对商品的至少一项属性信息中，筛选得到至少一个关键属性信息，并将关键属性信息作为查询条件。From at least one item of attribute information of the commodities to be compared, at least one key attribute information is obtained by screening, and the key attribute information is used as a query condition.
本可选的实施例中，商品基本信息包括待比对商品的至少一项属性信息，其中，属性信息包括属性项和属性值，例如，休闲鞋包括“材质”、“风格”和“适用场景”属性项，对应属性值分别为“牛皮”、“英伦”和“户外”。进一步的，根据商品基本信息构造查询条件具体可以是，在待比对商品的至少一项属性信息中，筛选得到至少一个关键属性信息，并将关键属性信息作为查询条件，例如，将休闲鞋的“材质”和“适用场景”属性项对应的属性值“牛皮”和“户外”作为查询条件，在其他商品平台进行商品查询。In this optional embodiment, the basic commodity information includes at least one item of attribute information of the commodity to be compared, wherein the attribute information includes attribute items and attribute values. For example, casual shoes include "material", "style" and "applicable scene" " attribute item, the corresponding attribute values are "Cow", "British" and "Outdoor". Further, constructing a query condition according to the basic information of the commodity may specifically be, filtering out at least one item of attribute information of the commodity to be compared to obtain at least one key attribute information, and using the key attribute information as the query condition, The attribute values "Cowhide" and "Outdoor" corresponding to the "Material" and "Applicable Scenario" attribute items are used as query conditions to query products on other product platforms.
当然，也可以获取待比对商品在当前商品平台中的商品图片或商品视频，将商品图片或商品视频作为查询条件，在其他支持图片搜索的商品平台中进行商品查询。Of course, it is also possible to obtain the product pictures or product videos of the products to be compared on the current product platform, and use the product pictures or product videos as query conditions to query products on other product platforms that support image search.
步骤320、根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度。Step 320: Calculate the benchmark similarity between the candidate comparison commodity and the to-be-compared commodity according to at least one item of attribute information of the commodity to be compared and at least one item of attribute information of the candidate comparison commodity.
步骤330、根据基准相似度，从一个或多个候选比对商品中筛选出目标比对商品。Step 330: Screen out the target comparison commodity from one or more candidate comparison commodities according to the benchmark similarity.
步骤340、将目标比对商品提供给对应用户。Step 340: Provide the target comparison product to the corresponding user.
步骤350、响应于用户点击目标比对商品的操作，向用户展示目标比对商品的详细信息，以及目标比对商品与待比对商品的比对信息；Step 350: In response to the operation of the user clicking the target comparison product, the detailed information of the target comparison product and the comparison information between the target comparison product and the to-be-compared product are displayed to the user;
其中，详细信息包括目标比对商品的价格、销量以及评论详情中的至少一项；The detailed information includes at least one of the price, sales, and review details of the target product to be compared;
比对信息包括目标比对商品与所述待比对商品的价格比对、销量比对以及评论详情比对中的至少一项。The comparison information includes at least one of price comparison, sales volume comparison, and review details comparison between the target comparison product and the to-be-matched product.
本实施例中，按照计算出的相似度，将目标比对商品进行排序显示时，可以是列表的形式，此时只显示商品基本信息，如果用户需要进一步查看商品详细信息和比对信息，可以点击目标比对商品，响应于用户点击操作，向用户展示目标比对商品的详细信息以及目标比对商品与待比对商品的比对信息，具体的，商品的详细信息可以包括目标比对商品的价格、销量以及评论详情等用户关注的信息，商品的价格包含商品原售价、活动折扣价以及该商品当前参与的活动信息，而对比信息包括目标比对商品与待比对商品的价格比对、销量比对以及评论详情比对等。In this embodiment, according to the calculated similarity, when the target comparison products are sorted and displayed, it can be in the form of a list. At this time, only the basic information of the products is displayed. If the user needs to further check the product details and comparison information, you can Click the target comparison product, and in response to the user's click operation, display the detailed information of the target comparison product and the comparison information between the target comparison product and the product to be compared. Specifically, the detailed information of the product may include the target comparison product. The price of the product, sales volume and comment details and other information that users are concerned about, the price of the product includes the original price of the product, the discounted price of the event, and the information of the current event that the product is participating in, and the comparison information includes the price ratio of the target product to be compared with the product to be compared. Comparisons, sales comparisons, and review details comparisons, etc.
此外，除了显示待比对商品和目标比对商品当前信息的比对，还可以获取待比对商品的历史价格和目标比对商品的历史价格，并在同一坐标系中进行展示，便于用户在时间维度上进行商品价格的比对。In addition, in addition to displaying the comparison between the current information of the commodity to be compared and the target commodity, the historical price of the commodity to be compared and the historical price of the target commodity can also be obtained, and displayed in the same coordinate system, which is convenient for users to Compare commodity prices in the time dimension.
步骤360、响应于用户发起的添加关注请求操作，对相应目标比对商品添加关注标签，作为重点关注商品。Step 360: In response to the user-initiated operation of adding a follow-up request, add a follow-up label to the corresponding target comparison product as a focus-focused product.
本实施例中，当用户需要对某个目标比对商品进行持续关注时，可对该商品添加关注，系统根据用户发起的添加关注请求，对相应的目标比对商品添加关注标签，作为重点关注商品。In this embodiment, when the user needs to continue to pay attention to a certain target comparison product, he can add attention to the product, and the system adds a attention label to the corresponding target comparison product according to the user's request for adding attention, as a key focus commodity.
步骤370、获取重点关注商品的价格；
步骤380、若重点关注商品的价格低于设定价格阈值，向用户发起降价提示消息。Step 380: If the price of the commodity of interest is lower than the set price threshold, send a price reduction prompt message to the user.
本实施例中，定期获取重点关注商品的价格，当重点关注商品的价格低于设定价格阈值时，向用户发起降价提示消息，具体的，可以将待比对商品的价格定位价格阈值，当目标比对商品中的重点关注商品的价格低于价格阈值，则向用户发送信息，提示用户其他商品平台中的同质商品价格低于待比对商品。In this embodiment, the prices of the commodities to be compared are regularly obtained, and when the prices of the commodities of interest are lower than the set price threshold, a price reduction prompt message is sent to the user. If the price of the key product in the target comparison product is lower than the price threshold, a message will be sent to the user to remind the user that the price of the homogeneous product in other product platforms is lower than the price of the product to be compared.
可选的，在对相应目标比对商品添加关注标签，作为重点关注商品之后，还包括：Optionally, after adding a follow label to the corresponding target comparison product as a key focus product, it also includes:
分别统计候选比对商品中各属性项的第一出现概率，作为目标比对商品、并被用户点击查看的候选比对商品中对应属性项的第二出现概率，以及在作为重点关注商品的候选比对商品中对应属性项的第三出现概率；The first occurrence probability of each attribute item in the candidate comparison products is counted separately, and the second occurrence probability of the corresponding attribute item in the candidate comparison product that is used as the target comparison product and clicked by the user to view, and the candidate comparison product in the candidate comparison product. Compare the third occurrence probability of the corresponding attribute item in the product;
根据预先设置的商品权重值，对各属性项对应的第一出现概率、第二出现概率和第三出现概率进行加权求和，得到各属性项的目标概率值；According to the preset commodity weight value, the first occurrence probability, the second occurrence probability and the third occurrence probability corresponding to each attribute item are weighted and summed to obtain the target probability value of each attribute item;
根据各属性项的目标概率值调整各属性项对应的属性权重值。The attribute weight value corresponding to each attribute item is adjusted according to the target probability value of each attribute item.
其中，第一出现概率是各属性项在候选比对商品中的出现概率，第二出现概率是各属性项在目标比对商品中被用户点击的商品中出现的概率，第三出现概率是各属性项在重点关注商品中出现的概率。Among them, the first occurrence probability is the occurrence probability of each attribute item in the candidate comparison products, the second occurrence probability is the occurrence probability of each attribute item in the target comparison product clicked by the user, and the third occurrence probability is each attribute item. The probability of the attribute item appearing in the focused item.
本可选的实施例中，在对相应目标比对商品添加关注标签，作为重点关注商品之后，为了使计算相似度的结果与用户习惯更加相符，可以根据商品中各属性项的出现概率，进一步调整各属性项对应的属性权重值，具体的，分别统计候选比对商品中各属性项的第一出现概率，例如，候选比对商品(休闲鞋)一共有200项，属性项“材质”出现的次数为180次，则该属性项的第一出现概率为180/200＝90％，然后在用户点击查看的目标比对商品中计算各属性项出现的第二出现概率，例如，用户共点击查看了20项商品，属性项“材质”出现的次数为18次，则该属性项的第二出现概率为90％，在用户点击查看的商品中，被用户标记为重点关注的商品共5项，其中，属性项“材质”出现的次数为5次，则该属性项对应的第三出现概率为100％，进一步的，根据预先设置的商品权重值，对各属性项对应的第一出现概率、第二出现概率和第三出现概率进行加权求和，得到该属性项的目标概率值，最终根据目标概率值调整各项属性项对应的属性权重值，其中，属性项的目标概率值越高，对应的属性权重越高。In this optional embodiment, after adding the attention tag to the corresponding target comparison product as the key attention product, in order to make the result of calculating the similarity more consistent with the user's habit, according to the appearance probability of each attribute item in the product, further Adjust the attribute weight value corresponding to each attribute item. Specifically, count the first occurrence probability of each attribute item in the candidate comparison products. For example, there are 200 candidate comparison products (casual shoes), and the attribute item "Material" appears. The number of times is 180, the first occurrence probability of this attribute item is 180/200=90%, and then the second occurrence probability of each attribute item is calculated in the target comparison product that the user clicks to view. For example, the user clicks a total of After viewing 20 items, the attribute item "Material" appears 18 times, then the second occurrence probability of this attribute item is 90%. Among the items that the user clicks to view, there are 5 items marked by the user as the focus of attention. , where the number of occurrences of the attribute item "material" is 5 times, then the third occurrence probability corresponding to this attribute item is 100%. Further, according to the preset commodity weight value, the first occurrence probability corresponding to each attribute item is determined. , the second occurrence probability and the third occurrence probability are weighted and summed to obtain the target probability value of the attribute item, and finally adjust the attribute weight value corresponding to each attribute item according to the target probability value. Among them, the higher the target probability value of the attribute item is , the corresponding attribute weight is higher.
其中，商品权重值可以是分别对应第一出现概率、第二出现概率和第三出现概率的权重值，具体的，由于用户标记为重点关注的商品是用户比较关注的，因此，第三出现概率对应的权重值可以设置为最高的，例如，60％，第二出现概率和第一出现概率对应权重值依次降低，例如，第二出现概率可以是30％，第一出现概率的权重值为10％。Wherein, the commodity weight value may be a weight value corresponding to the first occurrence probability, the second occurrence probability and the third occurrence probability respectively. Specifically, since the commodity marked by the user as the focus of attention is more concerned by the user, the third occurrence probability The corresponding weight value can be set to the highest value, for example, 60%, and the corresponding weight values of the second occurrence probability and the first occurrence probability decrease in turn. For example, the second occurrence probability can be 30%, and the weight value of the first occurrence probability is 10. %.
本发明实施例的技术方案，首先根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的候选比对商品，然后根据查询得到各候选比对商品的商品平台，和/或各候选比对商品在匹配的查询结果中的位置，计算各候选比对商品与待比对商品的相似度，并根据各相似度，筛选目标比对商品并将目标比对商品进行排序显示，进一步的，响应于用户点击目标比对商品的操作，向用户展示目标比对商品的详细信息，以及目标比对商品与待比对商品的比对信息，并对用户关注的商品添加关注标签，最终根据各属性项的出现概率调整各属性权重值，一方面，直观展示目标比对商品和待比对商品的比对信息，节省用户比对时间，另一方面，根据各属性项的出现概率调整属性权重值，进一步提高了计算目标比对商品和待比对商品相似度的准确率。In the technical solution of the embodiment of the present invention, a query condition is first constructed according to at least one item of commodity basic information of the commodity to be compared, and candidate comparison commodities fed back by multiple commodity platforms are obtained, and then the commodity platforms of each candidate comparison commodity are obtained according to the query, And/or the position of each candidate comparison product in the matching query result, calculate the similarity between each candidate comparison product and the product to be compared, and screen the target comparison product according to the similarity, and conduct the target comparison product. Sorting display, further, in response to the user's operation of clicking the target comparison product, the detailed information of the target comparison product and the comparison information between the target comparison product and the to-be-compared product are displayed to the user, and the user is concerned about the product. Pay attention to the label, and finally adjust the weight value of each attribute according to the occurrence probability of each attribute item. On the one hand, the comparison information of the target comparison product and the product to be compared is displayed intuitively, saving the user comparison time. On the other hand, according to each attribute item The occurrence probability of , adjusts the attribute weight value, which further improves the accuracy of calculating the similarity between the target product and the product to be compared.
实施例四Embodiment 4
图4为本发明实施例四提供的一种用于提供目标对比商品的装置的结构示意图，该用于提供目标对比商品的装置，包括：查询结果获取模块410、基准相似度计算模块420、目标比对商品筛选模块430和目标比对商品提供模块440。FIG. 4 is a schematic structural diagram of an apparatus for providing target comparison products according to Embodiment 4 of the present invention. The apparatus for providing target comparison products includes: a query
查询结果获取模块410，用于根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，所述商品基本信息包括所述待比对商品的至少一项属性信息；The query result
基准相似度计算模块420，用于根据所述待比对商品的至少一项属性信息，以及所述候选比对商品的至少一项属性信息，计算所述候选比对商品与所述待比对商品之间的基准相似度；A reference similarity calculation module 420, configured to calculate the candidate comparison commodity and the to-be-compared commodity according to at least one attribute information of the to-be-compared commodity and at least one attribute information of the candidate comparison commodity Benchmark similarity between commodities;
目标比对商品筛选模块430，用于根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品；a target comparison commodity screening module 430, configured to screen out a target comparison commodity from the one or more candidate comparison commodities according to the reference similarity;
目标比对商品提供模块440，用于将所述目标比对商品提供给对应用户。The target comparison commodity providing module 440 is configured to provide the target comparison commodity to the corresponding user.
本发明实施例的技术方案，首先根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，然后根据待比对商品的至少一项属性信息，以及候选比对商品的至少一项属性信息，计算候选比对商品与待比对商品之间的基准相似度，并根据基准相似度，从一个或多个候选比对商品中筛选出目标比对商品，最终将目标比对商品提供给对应用户，解决了用户在不同商品平台频繁切换导致商品比对效率低的问题，通过计算候选比对商品和待比对商品的相似度，筛选目标比对商品，实现对不同商品平台反馈的目标比对商品的顺序显示，提高了商品比对效率。In the technical solution of the embodiment of the present invention, a query condition is first constructed according to at least one item of commodity basic information of the commodities to be compared, and query results corresponding to the query conditions fed back by multiple commodity platforms are obtained, and then according to at least one item of the commodities to be compared, query results corresponding to the query conditions are obtained. One item of attribute information, and at least one item of attribute information of the candidate comparison item, calculate the benchmark similarity between the candidate comparison item and the item to be compared, and select one or more candidate comparison items according to the benchmark similarity The target comparison products are screened out, and the target comparison products are finally provided to the corresponding users, which solves the problem of low product comparison efficiency caused by users frequently switching between different commodity platforms. By calculating the similarity between the candidate comparison products and the products to be compared , screen the target comparison products, realize the order display of the target comparison products fed back to different commodity platforms, and improve the efficiency of product comparison.
可选的，所述目标比对商品提供模块440，包括：Optionally, the target comparison commodity providing module 440 includes:
商品排序单元，用于根据所述基准相似度，对所述目标比对商品进行排序；a commodity sorting unit, configured to sort the target comparison commodities according to the reference similarity;
目标比对商品提供单元，用于将排序后的所述目标比对商品提供给对应用户。The target comparison commodity providing unit is configured to provide the sorted target comparison commodity to the corresponding user.
可选的，所述查询结果获取模块410，包括：Optionally, the query
查询条件确定单元，用于在所述待比对商品的至少一项属性信息中，筛选得到至少一个关键属性信息，并将所述关键属性信息作为所述查询条件。The query condition determination unit is configured to filter at least one key attribute information from at least one item of attribute information of the commodity to be compared, and use the key attribute information as the query condition.
可选的，所述用于提供目标对比商品的装置，还包括：Optionally, the device for providing target comparison commodities further includes:
相似度计算模块，用于对所述基准相似度进行修正处理，得到所述候选比对商品与所述待比对商品的相似度；a similarity calculation module, configured to perform correction processing on the reference similarity to obtain the similarity between the candidate comparison product and the to-be-compared product;
相应的，目标比对商品筛选模块430，具体用于：Correspondingly, the target comparison commodity screening module 430 is specifically used for:
根据所述相似度，从所述一个或多个候选比对商品中筛选出目标比对商品。According to the similarity, a target comparison commodity is selected from the one or more candidate comparison commodities.
可选的，相似度计算模块，具体用于：Optional, similarity calculation module, specifically used for:
根据所述候选比对商品的商品平台，对所述基准相似度进行修正处理，得到所述相似度。According to the commodity platform of the candidate comparison commodity, the reference similarity degree is corrected to obtain the similarity degree.
可选的，相似度计算模块，具体用于：Optional, similarity calculation module, specifically used for:
根据所述候选比对商品在所述查询结果中的位置，对所述基准相似度进行修正处理，得到所述候选比对商品与所述待比对商品的相似度。可选的，所述基准相似度计算模块420，包括：According to the position of the candidate comparison commodity in the query result, the reference similarity is corrected to obtain the similarity between the candidate comparison commodity and the to-be-compared commodity. Optionally, the reference similarity calculation module 420 includes:
比对属性对确定单元，用于根据候选比对商品和待比对商品分别对应的属性信息，建立至少一个比对属性对，比对属性对中包括与同一属性项对应的至少一个属性值；A comparison attribute pair determination unit, configured to establish at least one comparison attribute pair according to the attribute information corresponding to the candidate comparison commodity and the to-be-compared commodity respectively, and the comparison attribute pair includes at least one attribute value corresponding to the same attribute item;
匹配的计算单元，用于按照与属性项匹配的比对算法，计算各所述比对属性对分别对应的属性匹配度；The matching calculation unit is used to calculate the attribute matching degree corresponding to each of the compared attribute pairs according to the matching algorithm matching the attribute item;
基准相似度计算单元，用于根据各属性项的属性权重值以及各所述属性匹配度，计算候选比对商品与所述待比对商品之间的基准相似度。The reference similarity calculation unit is configured to calculate the reference similarity between the candidate comparison product and the to-be-compared product according to the attribute weight value of each attribute item and the attribute matching degree.
可选的，所述所述比对算法，包括下述至少一项：Optionally, the comparison algorithm includes at least one of the following:
当所述比对属性对中包含的属性值完全相同，则确定比对属性对的属性匹配度为第一匹配度，否则，属性匹配度为第二匹配度；When the attribute values included in the compared attribute pair are identical, the attribute matching degree of the compared attribute pair is determined to be the first matching degree, otherwise, the attribute matching degree is the second matching degree;
确定所述比对属性对中包含的属性值的相同字数量，并根据所述相同字数量计算比对属性对的属性匹配度；Determine the number of identical characters of the attribute values included in the comparison attribute pair, and calculate the attribute matching degree of the comparison attribute pair according to the same number of characters;
确定所述比对属性对中包含的属性值的连续相同字数量，并根据所述连续相同字数量计算比对属性对的属性匹配度；Determine the number of consecutive identical words of attribute values included in the comparison attribute pair, and calculate the attribute matching degree of the compared attribute pair according to the number of consecutive identical words;
当所述比对属性对中，待比对商品对应的属性值包含于候选比对商品对应的属性值时，确定比对属性对的属性匹配度为第一匹配度，否则，属性匹配度为第二匹配度。When in the comparison attribute pair, the attribute value corresponding to the commodity to be compared is included in the attribute value corresponding to the candidate comparison commodity, the attribute matching degree of the compared attribute pair is determined to be the first matching degree; otherwise, the attribute matching degree is Second match.
可选的，所述用于提供目标对比商品的装置，还包括：Optionally, the device for providing target comparison commodities further includes:
信息展示模块，用于响应于用户点击目标比对商品的操作，向用户展示所述目标比对商品的详细信息，以及所述目标比对商品与所述待比对商品的比对信息；an information display module, configured to display the detailed information of the target comparison commodity and the comparison information between the target comparison commodity and the to-be-compared commodity to the user in response to the operation of the user clicking the target comparison commodity;
其中，所述详细信息包括所述目标比对商品的价格、销量以及评论详情中的至少一项；Wherein, the detailed information includes at least one item of price, sales volume and comment details of the target comparison product;
所述比对信息包括所述目标比对商品与所述待比对商品的价格比对、销量比对以及评论详情比对中的至少一项。The comparison information includes at least one of price comparison, sales volume comparison, and comment details comparison between the target comparison product and the to-be-compared product.
可选的，所述用于提供目标对比商品的装置，还包括：Optionally, the device for providing target comparison commodities further includes:
关注商品确定模块，用于响应于所述操作，对相应目标比对商品添加关注标签，作为重点关注商品；A concerned commodity determination module, used for adding a concern label to the corresponding target comparison commodity in response to the operation, as a key concern commodity;
价格获取模块，用于获取所述重点关注商品的价格；a price obtaining module, used to obtain the price of the key product;
降价提示模块，用于若所述重点关注商品的价格低于设定价格阈值，向用户发起降价提示消息。A price reduction prompt module, configured to send a price reduction prompt message to the user if the price of the key product is lower than the set price threshold.
可选的，所述用于提供目标对比商品的装置，还包括：Optionally, the device for providing target comparison commodities further includes:
概率计算模块，用于分别统计候选比对商品中各属性项的第一出现概率，作为目标比对商品、并被用户点击查看的候选比对商品中对应属性项的第二出现概率，以及作为重点关注商品的候选比对商品中对应属性项的第三出现概率；The probability calculation module is used to separately count the first occurrence probability of each attribute item in the candidate comparison product, as the second occurrence probability of the corresponding attribute item in the target comparison product and the candidate comparison product clicked by the user to view, and as the target comparison product Focus on the third occurrence probability of the corresponding attribute item in the product candidate comparison product;
目标概率值计算模块，用于根据预先设置的商品权重值，对各属性项对应的第一出现概率、第二出现概率和第三出现概率进行加权求和，得到各所述属性项的目标概率值；The target probability value calculation module is used to perform weighted summation on the first occurrence probability, the second occurrence probability and the third occurrence probability corresponding to each attribute item according to the preset commodity weight value, and obtain the target probability of each attribute item value;
属性权重值调整模块，用于根据各所述属性项的目标概率值调整各所述属性项对应的属性权重值。The attribute weight value adjustment module is configured to adjust the attribute weight value corresponding to each of the attribute items according to the target probability value of each of the attribute items.
本发明实施例所提供的用于提供目标对比商品的装置可执行本发明任意实施例所提供的用于提供目标对比商品的方法，具备执行方法相应的功能模块和有益效果。The apparatus for providing target comparison products provided by the embodiments of the present invention can execute the method for providing target comparison products provided by any embodiment of the present invention, and has corresponding functional modules and beneficial effects for executing the methods.
实施例五Embodiment 5
图5为本发明实施例五提供的一种电子设备的结构示意图，如图5所示，该电子设备包括处理器50和存储器51；设备中处理器50的数量可以是一个或多个，图5中以一个处理器50为例；设备中的处理器50和存储器51可以通过总线或其它方式连接，图5中以通过总线连接为例。FIG. 5 is a schematic structural diagram of an electronic device according to Embodiment 5 of the present invention. As shown in FIG. 5 , the electronic device includes a
存储器51作为一种计算机可读存储介质，可用于存储软件程序、计算机可执行程序以及模块，如本发明实施例中的一种用于提供目标对比商品的方法对应的程序指令/模块(例如，用于提供目标对比商品的装置中的查询结果获取模块410、基准相似度计算模块420、目标比对商品筛选模块430和目标比对商品提供模块440)。处理器50通过运行存储在存储器51中的软件程序、指令以及模块，从而执行设备的各种功能应用以及数据处理，即实现上述的用于提供目标对比商品的方法。As a computer-readable storage medium, the
该方法包括：The method includes:
根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，所述商品基本信息包括所述待比对商品的至少一项属性信息；Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities, and the commodities are basically The information includes at least one attribute information of the commodity to be compared;
根据所述待比对商品的至少一项属性信息，以及所述候选比对商品的至少一项属性信息，计算所述候选比对商品与所述待比对商品之间的基准相似度；According to at least one item of attribute information of the item to be compared and at least one item of attribute information of the item to be compared, calculating the benchmark similarity between the item to be compared and the item to be compared;
根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品；According to the benchmark similarity, filter out the target comparison commodity from the one or more candidate comparison commodities;
将所述目标比对商品提供给对应用户。The target comparison product is provided to the corresponding user.
存储器51可主要包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序；存储数据区可存储根据终端的使用所创建的数据等。此外，存储器51可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其它非易失性固态存储器件。在一些实例中，存储器51可进一步包括相对于处理器50远程设置的存储器，这些远程存储器可以通过网络连接至设备。上述网络的实例包括但不限于互联网、企业内部网、局域网、移动通信网及其组合。The
实施例六Embodiment 6
本发明实施例六还提供一种其上存储有计算机程序的计算机可读存储介质，所述计算机程序在由计算机处理器执行时用于执行一种用于提供目标对比商品的方法，该方法包括：Embodiment 6 of the present invention further provides a computer-readable storage medium having a computer program stored thereon, the computer program being used to execute a method for providing a target comparison commodity when executed by a computer processor, the method comprising: :
根据待比对商品的至少一项商品基本信息构造查询条件，获取多个商品平台反馈的与所述查询条件对应的查询结果，查询结果中包括一个或多个候选比对商品，所述商品基本信息包括所述待比对商品的至少一项属性信息；Construct query conditions according to at least one item of commodity basic information of the commodities to be compared, and obtain query results corresponding to the query conditions fed back by multiple commodity platforms. The query results include one or more candidate comparison commodities, and the commodities are basically The information includes at least one attribute information of the commodity to be compared;
根据所述待比对商品的至少一项属性信息，以及所述候选比对商品的至少一项属性信息，计算所述候选比对商品与所述待比对商品之间的基准相似度；According to at least one item of attribute information of the item to be compared and at least one item of attribute information of the item to be compared, calculating the benchmark similarity between the item to be compared and the item to be compared;
根据所述基准相似度，从所述一个或多个候选比对商品中筛选出目标比对商品；According to the benchmark similarity, filter out the target comparison commodity from the one or more candidate comparison commodities;
将所述目标比对商品提供给对应用户。The target comparison product is provided to the corresponding user.
通过以上关于实施方式的描述，所属领域的技术人员可以清楚地了解到，本发明可借助软件及必需的通用硬件来实现，当然也可以通过硬件实现，但很多情况下前者是更佳的实施方式。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品可以存储在计算机可读存储介质中，如计算机的软盘、只读存储器(Read-Only Memory,ROM)、随机存取存储器(RandomAccess Memory,RAM)、闪存(FLASH)、硬盘或光盘等，包括若干指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行本发明各个实施例所述的方法。From the above description of the embodiments, those skilled in the art can clearly understand that the present invention can be realized by software and necessary general-purpose hardware, and of course can also be realized by hardware, but in many cases the former is a better embodiment . Based on such understanding, the technical solutions of the present invention can be embodied in the form of software products in essence or the parts that make contributions to the prior art, and the computer software products can be stored in a computer-readable storage medium, such as a floppy disk of a computer , read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), flash memory (FLASH), hard disk or CD, etc., including several instructions to make a computer device (which can be a personal computer, A server, or a network device, etc.) executes the methods described in the various embodiments of the present invention.
值得注意的是，上述一种用于提供目标对比商品的装置的实施例中，所包括的各个单元和模块只是按照功能逻辑进行划分的，但并不局限于上述的划分，只要能够实现相应的功能即可；另外，各功能单元的具体名称也只是为了便于相互区分，并不用于限制本发明的保护范围。It is worth noting that in the above-mentioned embodiment of the apparatus for providing target comparison products, the included units and modules are only divided according to functional logic, but are not limited to the above-mentioned division, as long as the corresponding In addition, the specific names of the functional units are only for the convenience of distinguishing from each other, and are not used to limit the protection scope of the present invention.
注意，上述仅为本发明的较佳实施例及所运用技术原理。本领域技术人员会理解，本发明不限于这里所述的特定实施例，对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明的保护范围。因此，虽然通过以上实施例对本发明进行了较为详细的说明，但是本发明不仅仅限于以上实施例，在不脱离本发明构思的情况下，还可以包括更多其它等效实施例，而本发明的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention. The scope is determined by the scope of the appended claims.
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112767090A (en)* | 2021-01-28 | 2021-05-07 | 维沃移动通信有限公司 | Article display method and device and electronic equipment |
| CN112861684A (en)* | 2021-01-29 | 2021-05-28 | 北京电解智科技有限公司 | Article display method and device |
| CN113793191A (en)* | 2021-02-09 | 2021-12-14 | 京东科技控股股份有限公司 | Commodity matching method and device and electronic equipment |
| CN114820178A (en)* | 2021-01-21 | 2022-07-29 | 北京电解智科技有限公司 | Purchasing behavior monitoring method and device and electronic equipment |
| CN114817324A (en)* | 2022-04-12 | 2022-07-29 | 京东科技信息技术有限公司 | Article information display method and device, electronic equipment and storage medium |
| CN115511014A (en)* | 2022-11-23 | 2022-12-23 | 联仁健康医疗大数据科技股份有限公司 | Information matching method, device, equipment and storage medium |
| CN115700705A (en)* | 2021-07-27 | 2023-02-07 | 京东科技信息技术有限公司 | Product analysis method and device, electronic equipment and readable storage medium |
| CN118939879A (en)* | 2024-07-26 | 2024-11-12 | 北京有竹居网络技术有限公司 | Object matching method and related device |
| TWI894791B (en) | 2023-12-21 | 2025-08-21 | 韓商韓領有限公司 | Method of providing related product and apparatus thereof |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103606089A (en)* | 2013-11-15 | 2014-02-26 | 北京奇虎科技有限公司 | A method and an apparatus used for realizing commodity state change prompting |
| CN106097032A (en)* | 2016-05-26 | 2016-11-09 | 维沃移动通信有限公司 | Commodity price-comparing method and mobile terminal thereof |
| US9699490B1 (en)* | 2015-02-11 | 2017-07-04 | Amazon Technologies, Inc. | Adaptive filtering to adjust automated selection of content using weightings based on contextual parameters of a browsing session |
| CN108038730A (en)* | 2017-12-22 | 2018-05-15 | 联想(北京)有限公司 | Product similarity determination methods, device and server cluster |
| CN108665329A (en)* | 2017-03-29 | 2018-10-16 | 北京京东尚科信息技术有限公司 | A kind of Method of Commodity Recommendation based on user browsing behavior |
| CN110335109A (en)* | 2019-05-31 | 2019-10-15 | 平安科技（深圳）有限公司 | Take out method of ordering, terminal device, device and computer readable storage medium |
| CN110738553A (en)* | 2019-10-18 | 2020-01-31 | 深圳市比量科技传媒有限公司 | method and system for mapping commodity links of different shopping malls to each other |
| CN110807482A (en)* | 2019-10-30 | 2020-02-18 | 北京创鑫旅程网络技术有限公司 | Same house source detection method, device and storage medium |
| CN111400345A (en)* | 2020-02-21 | 2020-07-10 | 北京九州云动科技有限公司 | Commodity searching method and device supporting multiple platforms |
- 2020
- 2020-09-02CNCN202010910136.1Apatent/CN112036981B/enactiveActive
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103606089A (en)* | 2013-11-15 | 2014-02-26 | 北京奇虎科技有限公司 | A method and an apparatus used for realizing commodity state change prompting |
| US9699490B1 (en)* | 2015-02-11 | 2017-07-04 | Amazon Technologies, Inc. | Adaptive filtering to adjust automated selection of content using weightings based on contextual parameters of a browsing session |
| CN106097032A (en)* | 2016-05-26 | 2016-11-09 | 维沃移动通信有限公司 | Commodity price-comparing method and mobile terminal thereof |
| CN108665329A (en)* | 2017-03-29 | 2018-10-16 | 北京京东尚科信息技术有限公司 | A kind of Method of Commodity Recommendation based on user browsing behavior |
| CN108038730A (en)* | 2017-12-22 | 2018-05-15 | 联想(北京)有限公司 | Product similarity determination methods, device and server cluster |
| CN110335109A (en)* | 2019-05-31 | 2019-10-15 | 平安科技（深圳）有限公司 | Take out method of ordering, terminal device, device and computer readable storage medium |
| CN110738553A (en)* | 2019-10-18 | 2020-01-31 | 深圳市比量科技传媒有限公司 | method and system for mapping commodity links of different shopping malls to each other |
| CN110807482A (en)* | 2019-10-30 | 2020-02-18 | 北京创鑫旅程网络技术有限公司 | Same house source detection method, device and storage medium |
| CN111400345A (en)* | 2020-02-21 | 2020-07-10 | 北京九州云动科技有限公司 | Commodity searching method and device supporting multiple platforms |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114820178A (en)* | 2021-01-21 | 2022-07-29 | 北京电解智科技有限公司 | Purchasing behavior monitoring method and device and electronic equipment |
| CN112767090A (en)* | 2021-01-28 | 2021-05-07 | 维沃移动通信有限公司 | Article display method and device and electronic equipment |
| WO2022161116A1 (en)* | 2021-01-29 | 2022-08-04 | 北京电解智科技有限公司 | Article display method and apparatus |
| CN112861684A (en)* | 2021-01-29 | 2021-05-28 | 北京电解智科技有限公司 | Article display method and device |
| CN113793191B (en)* | 2021-02-09 | 2024-05-24 | 京东科技控股股份有限公司 | Commodity matching method and device and electronic equipment |
| CN113793191A (en)* | 2021-02-09 | 2021-12-14 | 京东科技控股股份有限公司 | Commodity matching method and device and electronic equipment |
| CN115700705A (en)* | 2021-07-27 | 2023-02-07 | 京东科技信息技术有限公司 | Product analysis method and device, electronic equipment and readable storage medium |
| CN114817324A (en)* | 2022-04-12 | 2022-07-29 | 京东科技信息技术有限公司 | Article information display method and device, electronic equipment and storage medium |
| CN115511014A (en)* | 2022-11-23 | 2022-12-23 | 联仁健康医疗大数据科技股份有限公司 | Information matching method, device, equipment and storage medium |
| CN115511014B (en)* | 2022-11-23 | 2023-04-07 | 联仁健康医疗大数据科技股份有限公司 | Information matching method, device, equipment and storage medium |
| TWI894791B (en) | 2023-12-21 | 2025-08-21 | 韓商韓領有限公司 | Method of providing related product and apparatus thereof |
| CN118939879A (en)* | 2024-07-26 | 2024-11-12 | 北京有竹居网络技术有限公司 | Object matching method and related device |
| CN118939879B (en)* | 2024-07-26 | 2025-05-27 | 北京有竹居网络技术有限公司 | Object matching method and related device |
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