CN106909571A - The analysis method and device of the access path of website - Google Patents
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Abstract
本发明公开了一种网站的访问路径的分析方法及装置,涉及网络通信领域,该方法主要包括:获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度;根据所述访问信息和所述第一维度生成一维投放路径;获取用户选择的用于分析访问信息的第二维度;将第一维度与第二维度组合,在一维投放路径的基础上增加第二维度信息,生成二维投放路径;将所述二维投放路径作为分析结果。通过本发明实施例的方法可以帮助用户了解到哪种渠道组合下的访问热度最高,以了解多重维度下的用户群体的访问热点路径。
The invention discloses a method and device for analyzing an access path of a website, and relates to the field of network communication. The method mainly includes: acquiring recorded access information and a first dimension selected by a user for analyzing the access information; The above access information and the first dimension generate a one-dimensional delivery path; obtain the second dimension selected by the user for analyzing the access information; combine the first dimension and the second dimension, and add the second dimension on the basis of the one-dimensional delivery path The dimension information is used to generate a two-dimensional delivery path; and the two-dimensional delivery path is used as an analysis result. The method of the embodiment of the present invention can help the user know which channel combination has the highest visit popularity, so as to know the visit hotspot paths of user groups in multiple dimensions.
Description
技术领域technical field
本发明涉及网络通信领域,尤其涉及一种网站的访问路径的分析方法及装置。The invention relates to the field of network communication, in particular to a method and device for analyzing an access path of a website.
背景技术Background technique
当前热点路径在网站分析中主要是研究网站访客行为,发现特定维度上一系列连续访问构成的访问路径,特别是包含转化访问的路径,转化包含例如电商网站注册、登陆、购买、门户网站广告页浏览等这些访问行为,并分析这些路径,从这些路径中能够发现和跟踪用户的访问行为,并将这些访问行为作为网站布局或者网站营销的指导。The current hot path in website analysis is mainly to study the behavior of website visitors, and find the access path composed of a series of continuous visits in a specific dimension, especially the path that includes conversion visits, such as e-commerce website registration, login, purchase, and portal website advertisements. Page browsing and other access behaviors, and analyze these paths, from these paths, users' access behaviors can be found and tracked, and these access behaviors can be used as guidance for website layout or website marketing.
现有基于热点路径的网站分析方法基本上都是基于单维度路径来分析转化,其路径也是基于用户访问轨迹的简单重绘,但是,由于网络中信息复杂,根据单一的维度信息无法准确分析出用户的访问行为,导致以访问路径所携带的信息并不能准确反映用户的访问行为,从而导致根据这些访问行为所进行的网站布局或者网站营销等不准确。The existing website analysis methods based on hotspot paths are basically based on single-dimensional paths to analyze conversions, and the paths are also based on simple redrawing of user access trajectories. However, due to the complexity of information in the network, it is impossible to accurately analyze based on single-dimensional information. As a result of the user's access behavior, the information carried in the access path cannot accurately reflect the user's access behavior, resulting in inaccurate website layout or website marketing based on these access behaviors.
针对现有技术中根据访问路径无法准确分析用户的访问行为的问题,目前尚未提出有效的解决方案。Aiming at the problem in the prior art that the user's access behavior cannot be accurately analyzed according to the access path, no effective solution has been proposed yet.
发明内容Contents of the invention
鉴于上述问题,提出了本发明以便提供一种克服上述问题或者至少部分地解决上述问题的网站的访问路径的分析方法及装置。In view of the above problems, the present invention is proposed to provide a method and device for analyzing access paths of websites that overcome the above problems or at least partially solve the above problems.
一方面,本发明提供一种网站的访问路径的分析方法,该方法包括:On the one hand, the present invention provides a method for analyzing the access path of a website, the method comprising:
获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度;Obtaining recorded access information and a user-selected first dimension for analyzing said access information;
根据所述访问信息和所述第一维度生成一维投放路径,其中,所述一维投放路径中的每个节点具有供所述用户选择的多个维度;第一维度是所述多个维度中用户已选择的一个;所述访问信息中包含页面每次被访问的路径信息;A one-dimensional delivery path is generated according to the access information and the first dimension, wherein each node in the one-dimensional delivery path has multiple dimensions for the user to select; the first dimension is the multiple dimensions The one selected by the user; the access information includes the path information of each page visited;
在所述用户选择用于分析访问信息的第二维度之后,获取所述第二维度;After the user selects a second dimension for analyzing access information, acquiring the second dimension;
将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径;其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点包含属于所述第一维度或第二维度的信息;Combining the first dimension and the second dimension, adding second dimension information on the basis of the one-dimensional delivery path, to generate a two-dimensional delivery path; wherein, the two-dimensional delivery path includes a plurality of access nodes, and the The access nodes in the two-dimensional delivery path contain information belonging to the first dimension or the second dimension;
将包含所述第一维度和所述第二维度的访问节点的所述二维投放路径作为分析结果。The two-dimensional delivery path including the access nodes of the first dimension and the second dimension is taken as an analysis result.
另一方面,本发明提供一种网站的访问路径的分析装置,包括:In another aspect, the present invention provides an analysis device for a website access path, including:
第一获取单元,用于获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度;A first acquiring unit, configured to acquire recorded access information and a first dimension selected by a user for analyzing the access information;
第一生成单元,用于根据所述第一获取单元获取的访问信息和所述第一维度生成一维投放路径,其中,所述访问路径中的每个节点具有供所述用户选择的多个维度;第一维度是所述多个维度中用户已选择的一个;所述访问信息中包含页面每次被访问的路径信息;A first generation unit, configured to generate a one-dimensional delivery path according to the access information acquired by the first acquisition unit and the first dimension, wherein each node in the access path has a plurality of Dimensions; the first dimension is one of the multiple dimensions selected by the user; the access information includes the path information of each page visited;
第二获取单元,用于在所述用户选择用于分析访问信息的第二维度之后,获取所述第二维度;a second acquiring unit, configured to acquire the second dimension after the user selects the second dimension for analyzing access information;
第二生成单元,用于将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径;其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点包含属于所述第一维度或第二维度的信息;The second generating unit is configured to combine the first dimension and the second dimension, add second dimension information on the basis of the one-dimensional delivery path, and generate a two-dimensional delivery path; wherein, the two-dimensional delivery path includes A plurality of access nodes, the access nodes in the two-dimensional delivery path contain information belonging to the first dimension or the second dimension;
结果输出单元,用于将所述第二生成单元生成的包含所述第一维度和所述第二维度的访问节点的所述二维投放路径作为分析结果。A result output unit, configured to use the two-dimensional delivery path generated by the second generation unit including the access nodes of the first dimension and the second dimension as an analysis result.
借由上述技术方案,本发明提供的将网站的访问路径的分析方法及装置,输出体现不同维度的访问路径,不仅能看到一层维度下的热点访问路径的组合,还可以看到在一层维度下的多层维度的热点访问路径的组合,从而可以帮助用户了解到哪种渠道组合下的访问热度最高,以了解多重维度下的用户群体的访问热点路径。By virtue of the above technical solution, the method and device for analyzing the access paths of websites provided by the present invention output access paths reflecting different dimensions, not only can see the combination of hot access paths in one layer of dimensions, but also can see in a The combination of multi-dimensional hotspot access paths under the multi-layer dimension can help users know which channel combination has the highest access popularity, so as to understand the access hotspot paths of user groups under multiple dimensions.
上述说明仅是本发明技术方案的概述,为了能够更清楚了解本发明的技术手段,而可依照说明书的内容予以实施,并且为了让本发明的上述和其它目的、特征和优点能够更明显易懂,以下特举本发明的具体实施方式。The above description is only an overview of the technical solution of the present invention. In order to better understand the technical means of the present invention, it can be implemented according to the contents of the description, and in order to make the above and other purposes, features and advantages of the present invention more obvious and understandable , the specific embodiments of the present invention are enumerated below.
附图说明Description of drawings
通过阅读下文优选实施方式的详细描述,各种其他的优点和益处对于本领域普通技术人员将变得清楚明了。附图仅用于示出优选实施方式的目的,而并不认为是对本发明的限制。而且在整个附图中,用相同的参考符号表示相同的部件。在附图中:Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiment. The drawings are only for the purpose of illustrating a preferred embodiment and are not to be considered as limiting the invention. Also throughout the drawings, the same reference numerals are used to designate the same components. In the attached picture:
图1示出了本发明一个实施例中的网站的访问路径的分析方法流程图;Fig. 1 shows the flow chart of the analysis method of the access path of the website in one embodiment of the present invention;
图2示出了本发明另一个实施例中的网站的访问路径的分析方法流程图;Fig. 2 shows the flow chart of the analysis method of the access path of the website in another embodiment of the present invention;
图3示出了本发明另一个实施例中的一种网站的访问路径的分析装置示意图。Fig. 3 shows a schematic diagram of an analysis device for an access path of a website in another embodiment of the present invention.
具体实施方式detailed description
下面将参照附图更详细地描述本公开的示例性实施例。虽然附图中显示了本公开的示例性实施例,然而应当理解,可以以各种形式实现本公开而不应被这里阐述的实施例所限制。相反,提供这些实施例是为了能够更透彻地理解本公开,并且能够将本公开的范围完整的传达给本领域的技术人员。Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.
本发明实施例提供一种网站的访问路径的分析方法,如图1所示,该方法可以包括:An embodiment of the present invention provides a method for analyzing an access path of a website. As shown in FIG. 1 , the method may include:
101、获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度。101. Acquire recorded access information and a first dimension selected by a user for analyzing the access information.
102、根据所述访问信息和所述第一维度生成一维投放路径。102. Generate a one-dimensional delivery path according to the access information and the first dimension.
其中,所述一维投放路径中的每个节点均可以具有多个维度,用户选择了第一维度的情况下,则一维投放路径的节点体现为第一维度的内容。例如,对于一维投放路径的每个节点来说都和第一个节点具有同样的属性,因此以第一个节点为例。第一个节点的多个维度分别可以是关键词“洗发水”,时间“8:00”,以及搜索方式“自然搜索”,若第一维度用户选择的是关键词,则一维投放路径的每个节点都是关键字,第一个节点即为“洗发水”。Wherein, each node in the one-dimensional delivery path may have multiple dimensions, and if the user selects the first dimension, the nodes of the one-dimensional delivery path are reflected as the content of the first dimension. For example, each node of the one-dimensional delivery path has the same attribute as the first node, so take the first node as an example. The multiple dimensions of the first node can be the keyword "shampoo", the time "8:00", and the search method "natural search". Each node is a keyword, and the first node is "shampoo".
其中,第一维度是所述多个维度中用户选择的任意一个,可以由用户从多个维度中选取一个。访问信息可以是网站或网页、广告等的用户访问信息,本发明对此不做限定。Wherein, the first dimension is any one selected by the user among the multiple dimensions, and the user may select one from the multiple dimensions. The access information may be user access information of websites or webpages, advertisements, etc., which is not limited in the present invention.
在本实施例中,根据所述访问信息和所述第一维度生成一维投放路径,包括:从所述访问信息中提取访问节点和每个所述访问节点的多个维度;In this embodiment, generating a one-dimensional delivery path according to the access information and the first dimension includes: extracting access nodes and multiple dimensions of each access node from the access information;
在生成所述访问路径时将所述多个维度与所述访问节点相关联。Associating the plurality of dimensions with the access node when generating the access path.
103、获取用户选择的用于分析访问信息的第二维度。103. Acquire a second dimension selected by the user for analyzing access information.
其中,对访问信息的分析可以从不同维度进行,例如可以从关键词的维度、价格的维度、时间的维度或者热度的维度等不同的维度进行分析。可以理解的是,第一个维度是指用户选择的用于分析所述访问信息的第一个维度,第二个维度是指用户选择的用于分析所述访问信息的第二个维度。第二个维度并不一定是第一个维度下的子集,是根据用户的选择顺序进行的。第二维度是在第一维度的基础上用另一种方式对路径进行细化。以此类推,用户还可以选择第三维度和第四维度,本实施例对用户可以选择的维度的个数不做限定。Wherein, the analysis on the access information may be performed from different dimensions, for example, the analysis may be performed from different dimensions such as keyword dimension, price dimension, time dimension, or popularity dimension. It can be understood that the first dimension refers to the first dimension selected by the user for analyzing the access information, and the second dimension refers to the second dimension selected by the user for analyzing the access information. The second dimension is not necessarily a subset of the first dimension, it is performed according to the user's selection order. The second dimension is to refine the path in another way based on the first dimension. By analogy, the user can also select the third dimension and the fourth dimension, and this embodiment does not limit the number of dimensions that the user can select.
104、将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径。104. Combine the first dimension and the second dimension, add second-dimensional information on the basis of the one-dimensional delivery path, and generate a two-dimensional delivery path.
其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点包含属于所述第一维度或第二维度的信息。Wherein, the two-dimensional delivery path includes a plurality of access nodes, and the access nodes in the two-dimensional delivery path include information belonging to the first dimension or the second dimension.
另外,每次生成访问路径时,可以从所述访问信息中提取重复访问的节点;将所述重复访问的节点进行合并为一个访问节点;为合并的节点添加节点被合并的信息。In addition, each time an access path is generated, repeatedly visited nodes may be extracted from the access information; the repeatedly visited nodes may be merged into one visited node; and information about the merged nodes may be added to the merged nodes.
105、将包含所述第一维度和所述第二维度的访问节点的所述二维投放路径作为分析结果。105. Take the two-dimensional delivery path of the access node including the first dimension and the second dimension as an analysis result.
借由上述技术方案,本发明提供的将网站的访问路径的分析方法,输出体现不同维度的访问路径,不仅能看到一层维度下的热点访问路径的组合,还可以看到在一层维度下的多层维度的热点访问路径的组合,从而可以帮助用户了解到哪种渠道组合下的访问热度最高,以了解多重维度下的用户群体的访问热点路径。By virtue of the above technical solution, the method for analyzing the access paths of websites provided by the present invention outputs access paths reflecting different dimensions, not only can see the combination of hot access paths under one layer of dimensions, but also can see the combination of access paths in one layer of dimensions The combination of hotspot access paths in multiple dimensions can help users know which channel combination has the highest access popularity, so as to understand the access hotspot paths of user groups in multiple dimensions.
本发明实施例提供一种网站的访问路径的分析方法,如图2所示,该方法可以包括:An embodiment of the present invention provides a method for analyzing an access path of a website, as shown in FIG. 2 , the method may include:
201、获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度。201. Acquire recorded access information and a first dimension selected by a user for analyzing the access information.
在本实施例中,可以将访问信息的分析结果采用用户分析胶片图的方式进行展现。用户分析胶片图是指将每一次用户进入到网站或应用中来的信息进行展现,可以选择你想要看到的任何维度。为了展现用户分析胶片图,对访问信息进行分析的维度可以包含来源组、广告组和着陆组等等。具体的,来源组可以包括来源类型、来源渠道、搜索引擎、搜索关键词、搜索关键词类别、是否付费流量、搜索结果第几页、来源主机名和互联网服务提供商等。广告组可以包括广告关键词、广告内容、广告媒介、广告来源、广告分组、广告活动和广告账户等。着陆组可以包括着陆主机名、URL一层目录、URL二层目录和着陆网页名等等。其中,来源类型包括自然搜索、付费搜索、直接访问、社交媒体、电子邮件和内容网络等。In this embodiment, the analysis result of the access information may be presented in a manner of analyzing a film map by the user. The user analysis film map refers to displaying the information every time a user enters a website or application, and you can choose any dimension you want to see. In order to display the user analysis film map, the dimensions for analyzing access information may include source group, ad group, landing group, and so on. Specifically, the source group may include source type, source channel, search engine, search keyword, search keyword category, paid traffic or not, search result page, source host name and Internet service provider, etc. An advertisement group may include advertisement keywords, advertisement content, advertisement medium, advertisement source, advertisement group, advertisement campaign and advertisement account, etc. The landing group may include the name of the landing host, the first-level directory of the URL, the second-level directory of the URL, the name of the landing page, and so on. Source types include organic search, paid search, direct access, social media, email, and the content network.
202、从所述访问信息中提取重复访问的节点。202. Extract repeatedly visited nodes from the visit information.
在本实施例中,可选的,在一层维度的基础上,访问路径组合为:自然搜索-付费搜索-直接访问的基础上,增加一个用户分析胶片图的入口,即可以看到在此访问路径组合下的所有用户,可以对用户分析胶片图选择展现第二个维度,但此方法仅能看到在两层维度下的访问路径组合的用户行为。In this embodiment, optionally, on the basis of one layer of dimensions, the combination of access paths is: on the basis of natural search-paid search-direct access, an entry for user analysis of film images is added, which can be seen here All users under the combination of access paths can choose to display the second dimension for the user analysis film map, but this method can only see the user behavior of the combination of access paths under the two dimensions.
203、将所述重复访问的节点进行合并,以得到合并后的访问节点。203. Merge the repeatedly visited nodes to obtain a merged visited node.
在生成访问路径时,如果一个访问路径中出现重复的访问节点,为了减少这些重复的访问节点的干扰,在生成访问路径时去除这些重复的访问节点。When generating an access path, if duplicate access nodes appear in an access path, in order to reduce the interference of these duplicate access nodes, these duplicate access nodes are removed when generating the access path.
204、为所述合并后的访问节点添加相应的合并的信息。204. Add corresponding merged information for the merged access node.
具体的,从访问信息中提取重复访问的节点,将重复访问的节点进行合并为一个访问节点。并为合并的节点添加节点被合并的信息,之后则根据可以合并重复访问节点后的访问信息生成访问路径。Specifically, repeatedly visited nodes are extracted from the visit information, and the repeatedly visited nodes are combined into one visited node. And add information that the node is merged to the merged node, and then generate an access path according to the access information that can merge the repeatedly visited nodes.
205、从所述访问信息中提取访问节点和每个所述访问节点的多个维度。205. Extract access nodes and multiple dimensions of each access node from the access information.
在本实施例中,对需要分析的时间段进行选择,限定一个访问时间,数据库中所有的用户只要是在这段时间访问过网站,就将这部分用户的数据进行分析。其中,用户的数据包括该用户从第一次访问到最后产生转化的全部路径。In this embodiment, the time period to be analyzed is selected, and a visit time is limited. As long as all users in the database have visited the website during this period, the data of these users will be analyzed. Wherein, the user's data includes the entire path of the user from the first visit to the last conversion.
206、生成一维投放路径,并在生成所述访问路径时将所述多个维度与所述访问节点相关联。206. Generate a one-dimensional serving path, and associate the multiple dimensions with the access node when generating the access path.
例如,对在选择时间段范围内的所有用户进行以维度来确定热门维度路径组合的分析。确定要分析的第一个维度,选择的第一个维度为来源类型,那么路径显示为:自然搜索-付费搜索-电子邮件营销。For example, an analysis is performed on all users within the selected time period to determine popular dimension path combinations by dimension. Determine the first dimension to be analyzed, the selected first dimension is the source type, then the path is displayed as: natural search-paid search-email marketing.
其中,所述访问路径中的每个节点包括多个维度;第一维度是所述多个维度中的任意一个。Wherein, each node in the access path includes multiple dimensions; the first dimension is any one of the multiple dimensions.
207、获取用户选择的用于分析访问信息的第二维度。207. Acquire a second dimension selected by the user for analyzing access information.
在本步骤中,确定要分析的第二个维度。在如上述步骤206中所举例子的基础上选择第二个维度为搜索关键词,那么会得到更多条路径。例如:自然搜索-洗发水-付费搜索-洗面奶-电子邮件营销-无;自然搜索-去屑洗发水-付费搜索-洗发水-电子邮件营销-无;自然搜索-洗面奶-付费搜索-洗面奶-电子邮件营销-无,组合形式可能不止这么多,就不一一举例了。In this step, identify the second dimension to analyze. Based on the example in step 206 above, if the second dimension is selected as the search keyword, more paths will be obtained. For example: Organic Search - Shampoo - Paid Search - Cleanser - Email Marketing - None; Organic Search - Anti-Dandruff Shampoo - Paid Search - Shampoo - Email Marketing - None; Organic Search - Cleanser - Paid Search - Face Wash Milk-email marketing-none, there may be more than so many combinations, so I won't give examples one by one.
其中,选择的第二个维度是在看到选择第一个维度组合后想要看到的另一维度,不限制是否是子维度。例如,第一维度是日期,第二维度可以是第一维度的子维度,例如第二维度可以是时间。第二维度还可以不是第一维度的子维度,例如第二维度可以是关键词。Among them, the selected second dimension is another dimension that you want to see after seeing the combination of the selected first dimension, and it is not limited whether it is a sub-dimension. For example, the first dimension is date, and the second dimension can be a subdimension of the first dimension, for example, the second dimension can be time. The second dimension may not be a sub-dimension of the first dimension, for example, the second dimension may be keywords.
208、将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径。208. Combine the first dimension and the second dimension, add second-dimensional information on the basis of the one-dimensional delivery path, and generate a two-dimensional delivery path.
其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点属于所述第一维度或第二维度。基于此,本发明解决热点路径组合仅有一层维度显示的问题,可以深度分析广告关键词、广告来源等不同因素对转化的营销,以及通过对热点路径组合的排序得出针对自己品牌的最佳投放效果。Wherein, the two-dimensional delivery path includes a plurality of access nodes, and the access nodes in the two-dimensional delivery path belong to the first dimension or the second dimension. Based on this, the present invention solves the problem that hot path combinations only have one layer of dimension display. It can deeply analyze the conversion marketing of different factors such as advertising keywords and advertising sources, and obtain the best solution for your own brand by sorting the hot path combinations. Delivery effect.
209、获取用户选择的用于分析访问信息的第三维度。209. Acquire the third dimension selected by the user for analyzing the access information.
在步骤209中,为了进一步细化访问信息的分布情况,可以进一步确定要分析的第三个维度。In step 209, in order to further refine the distribution of access information, a third dimension to be analyzed may be further determined.
210、将所述第一维度、第二维度和第三维度组合,在所述二维投放路径的基础上增加第三维度信息,生成三维投放路径。210. Combine the first dimension, the second dimension, and the third dimension, add third-dimensional information on the basis of the two-dimensional delivery path, and generate a three-dimensional delivery path.
例如,在上述步骤207的基础上选择第三个维度为时间,那么路径显示为自然搜索-洗发水-2015.8.1.10:00:00-付费搜索-洗面奶-2015.8.2.10:00:00-电子邮件营销-无-2015.8.3.10:00:00;自然搜索-去屑洗发水-2015.8.1.10:00:00-付费搜索-洗发水-2015.8.2.10:00:00-电子邮件营销-无-2015.8.3.10:00:00;自然搜索-洗面奶-2015.8.1.10:00:00-付费搜索-洗面奶-2015.8.2.10:00:00-电子邮件营销-无-2015.8.3.10:00:00,组合形式可能不止这么多,就不一一举例了。For example, if the third dimension is selected as time based on the above step 207, then the path is displayed as natural search-shampoo-2015.8.1.10:00:00-paid search-facial cleanser-2015.8.2.10:00:00-electronics Email Marketing-None-2015.8.3.10:00:00; Natural Search-Anti-Dandruff Shampoo-2015.8.1.10:00:00-Paid Search-Shampoo-2015.8.2.10:00:00-Email Marketing-None-2015.8 .3.10:00:00; Natural Search - Cleanser - 2015.8.1.10:00:00 - Paid Search - Cleanser - 2015.8.2.10:00:00 - Email Marketing - None - 2015.8.3.10:00:00, Combined There may be more than so many forms, so I won't give examples one by one.
其中,所述三维投放路径包含多个访问节点,所述三维投放路径中的访问节点属于所述第一维度、所述第二维度或所述第三维度。Wherein, the three-dimensional delivery path includes a plurality of access nodes, and the access nodes in the three-dimensional delivery path belong to the first dimension, the second dimension or the third dimension.
211、将包含所述第一维度、所述第二维度和所述第三维度的访问节点的所述三维投放路径作为分析结果。211. Take the three-dimensional delivery path including the access nodes of the first dimension, the second dimension, and the third dimension as an analysis result.
进一步可选的,可以选择要分析的第四个维度、第五个维度、甚至更多。可以根据自己的需求来进行剖析,不限制剖析的层数。Further optionally, the fourth dimension, the fifth dimension, or even more to be analyzed can be selected. You can analyze it according to your own needs, and there is no limit to the number of layers analyzed.
可以理解的是,现有技术只能对一级维度进行路径组合,如一级维度选择来源类型,则路径组合为:自然搜索-付费搜索-付费推荐。或者,如果一级维度选择搜索关键词,则路径组合为:洗发水-洗面奶-喷雾。因此,仅有一重维度下的访问路径组合,若是选择维度为来源类型,组合的呈现方式如:自然搜索-付费搜索-直接访问,这样的形式,但是看不到其他的相关内容,如自然搜索是通过搜索什么搜索关键词来的,付费搜索是通过搜索什么关键词来的。It can be understood that the existing technology can only combine paths for the first-level dimension. If the source type is selected for the first-level dimension, the path combination is: natural search-paid search-paid recommendation. Or, if the first-level dimension selects search keywords, the path combination is: shampoo-facial cleanser-spray. Therefore, there is only one combination of access paths in one dimension. If the source type is selected as the dimension, the combination will be presented in the form of: natural search-paid search-direct access, but other related content such as natural search cannot be seen. What search keywords are searched for, and paid search is what keywords are searched for.
借由上述技术方案,本发明提供的将网站的访问路径的分析方法,输出体现不同维度的访问路径,不仅能看到一层维度下的热点访问路径的组合,还可以看到在一层维度下的多层维度的热点访问路径的组合,从而可以帮助用户了解到哪种渠道组合下的访问热度最高,以了解多重维度下的用户群体的访问热点路径。By virtue of the above technical solution, the method for analyzing the access paths of websites provided by the present invention outputs access paths reflecting different dimensions, not only can see the combination of hot access paths under one layer of dimensions, but also can see the combination of access paths in one layer of dimensions The combination of hotspot access paths in multiple dimensions can help users know which channel combination has the highest access popularity, so as to understand the access hotspot paths of user groups in multiple dimensions.
可选地,本发明提供的网站的访问路径的分析方法可以通过访问路径分析用户通过哪些平台、哪些来源实现消费、购买等转化行为,通过分析出最容易实现转化的平台、来源及其组合来指导网站的优化或者信息推广等。例如,从访问路径中分析出用户通过A微博到B商城的转化最多,则该分析结果可以指示B商城在A微博上投入更多的推广信息等。可选地,该分析方法主要包括:从海量用户群体中,选取一定时间段内的用户群体;选取要分析的目标转化类型;选取多个相关性维度;为每个用户的每个转化构建一条多维度的转化访问路径;对构建完成的多维度转化路径进行裁剪、去干扰、合并去重等处理;然后针对所有处理过后的多维度转化路径进行聚合,其中聚合完成的路径,不再是针对每个用户的每个转化,而是针对这个用户群体及选取的目标转化类型的转化路径整体展现,其中聚合信息中还包含转化价值、实际花费、转化次数、路径长度、路径平均耗时、路径平均停留时间等;再根据聚合信息,如转化价值、转化次数等信息分析并筛选出热点访问路径。通过本发明,解决了现有技术中无法找到真正热点转化访问路径的问题,以及提出构建多维度转化路径,达到了提高分析用户的访问行为的准确性的效果。Optionally, the method for analyzing the access path of the website provided by the present invention can analyze which platforms and sources the user uses to achieve conversion behaviors such as consumption and purchase through the access path, and analyze the platform, source and combination thereof that are most likely to achieve conversion. Guide website optimization or information promotion, etc. For example, if it is analyzed from the access path that the user converts the most to the B mall through the A microblog, then the analysis result can instruct the B mall to invest more promotion information on the A microblog. Optionally, the analysis method mainly includes: selecting a user group within a certain period of time from a large number of user groups; selecting the target conversion type to be analyzed; selecting multiple correlation dimensions; Multi-dimensional conversion access path; trim, de-interference, merge and de-duplicate the completed multi-dimensional conversion path; then aggregate all processed multi-dimensional conversion paths, and the aggregated path is no longer for For each conversion of each user, the conversion path for this user group and the selected target conversion type is displayed as a whole. The aggregated information also includes conversion value, actual cost, number of conversions, path length, average time spent on the path, path Average dwell time, etc.; and then analyze and filter out hot access paths based on aggregated information, such as conversion value, conversion times and other information. The present invention solves the problem that the real hotspot conversion access path cannot be found in the prior art, and proposes to construct a multi-dimensional conversion path, thereby achieving the effect of improving the accuracy of analyzing the user's access behavior.
本发明实施例还提供一种网站的访问路径的分析装置,该装置可以包括:第一获取单元301、第一生成单元302、第二获取单元303、第二生成单元304、结果输出单元305。An embodiment of the present invention also provides a website access path analysis device, which may include: a first acquisition unit 301 , a first generation unit 302 , a second acquisition unit 303 , a second generation unit 304 , and a result output unit 305 .
第一获取单元301,用于获取已记录的访问信息和用户选择的用于分析所述访问信息的第一维度;A first acquiring unit 301, configured to acquire recorded access information and a first dimension selected by a user for analyzing the access information;
第一生成单元302,用于根据所述第一获取单元301获取的访问信息和所述第一维度生成一维投放路径,其中,所述一维投放路径中的每个节点具有供所述用户选择的多个维度;第一维度是所述多个维度中的用户已选择的一个;所述访问信息中包含页面每次被访问的路径信息;The first generation unit 302 is configured to generate a one-dimensional delivery path according to the access information acquired by the first acquisition unit 301 and the first dimension, wherein each node in the one-dimensional delivery path has a A plurality of dimensions selected; the first dimension is one of the plurality of dimensions selected by the user; the access information includes the path information of each page visited;
第二获取单元303,用于获取用户选择的用于分析访问信息的第二维度;The second acquiring unit 303 is configured to acquire the second dimension selected by the user for analyzing the access information;
第二生成单元304,用于将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径;其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点属于所述第一维度或第二维度;The second generating unit 304 is configured to combine the first dimension and the second dimension, add second dimension information on the basis of the one-dimensional delivery path, and generate a two-dimensional delivery path; wherein, the two-dimensional delivery path Including multiple access nodes, the access nodes in the two-dimensional delivery path belong to the first dimension or the second dimension;
结果输出单元305,用于将所述第二生成单元304生成的包含所述第一维度和所述第二维度的访问节点的所述二维投放路径作为分析结果。The result output unit 305 is configured to use the two-dimensional delivery path generated by the second generation unit 304 including the access nodes of the first dimension and the second dimension as an analysis result.
进一步可选的,该第一生成单元302可以包括:提取子单元321、生成子单元322。Further optionally, the first generation unit 302 may include: an extraction subunit 321 and a generation subunit 322 .
提取子单元321,用于从所述访问信息中提取访问节点和每个所述访问节点的多个维度;An extraction subunit 321, configured to extract access nodes and multiple dimensions of each access node from the access information;
生成子单元322,用于在生成所述访问路径时将所述多个维度与所述访问节点相关联。The generating subunit 322 is configured to associate the multiple dimensions with the access node when generating the access path.
进一步可选的,该分析装置还可以包括:提取单元306、合并单元307、信息单元308。Further optionally, the analysis device may further include: an extraction unit 306 , a combination unit 307 , and an information unit 308 .
提取单元306,用于在所述第一生成单元302根据所述访问信息和所述第一维度生成一维投放路径之前,从所述访问信息中提取重复访问的节点;An extracting unit 306, configured to extract repeatedly visited nodes from the visit information before the first generating unit 302 generates a one-dimensional delivery path according to the visit information and the first dimension;
合并单元307,用于将所述提取单元306提取到的重复访问的节点进行合并,以得到合并后的访问节点;A merging unit 307, configured to merge the repeatedly visited nodes extracted by the extracting unit 306 to obtain a merged visited node;
信息单元308,用于为所述合并单元307合并的节点添加相应的合并的信息。The information unit 308 is configured to add corresponding merged information for the nodes merged by the merging unit 307 .
进一步可选的,该分析装置还可以包括:第三获取单元309、第三生成单元310。Further optionally, the analyzing device may further include: a third acquiring unit 309 and a third generating unit 310 .
第三获取单元309,用于获取用户选择的用于分析访问信息的第三维度;The third acquiring unit 309 is configured to acquire the third dimension selected by the user for analyzing the access information;
第三生成单元310,用于将所述第一维度、第二维度和第三维度组合,在所述二维投放路径的基础上增加第三维度信息,生成三维投放路径;The third generating unit 310 is configured to combine the first dimension, the second dimension and the third dimension, add third-dimensional information on the basis of the two-dimensional delivery route, and generate a three-dimensional delivery route;
其中,所述三维投放路径包含多个访问节点,所述三维投放路径中的访问节点属于所述第一维度、所述第二维度或所述第三维度。Wherein, the three-dimensional delivery path includes a plurality of access nodes, and the access nodes in the three-dimensional delivery path belong to the first dimension, the second dimension or the third dimension.
进一步可选的,所述结果输出单元305还可以用于:将所述第三生成单元310生成的包含所述第一维度、所述第二维度和所述第三维度的访问节点的所述三维投放路径作为分析结果Further optionally, the result output unit 305 may also be configured to: use the access nodes generated by the third generating unit 310 that include the first dimension, the second dimension, and the third dimension 3D delivery path as analysis result
借由上述技术方案,本发明提供的将网站的访问路径的分析装置,输出体现不同维度的访问路径,不仅能看到一层维度下的热点访问路径的组合,还可以看到在一层维度下的多层维度的热点访问路径的组合,从而可以帮助用户了解到哪种渠道组合下的访问热度最高,以了解多重维度下的用户群体的访问热点路径。By virtue of the above technical solution, the device for analyzing the access paths of websites provided by the present invention outputs access paths reflecting different dimensions, not only can see the combination of hot access paths in one layer of dimension, but also can see the combination of access paths in one layer of dimension The combination of hotspot access paths in multiple dimensions can help users know which channel combination has the highest access popularity, so as to understand the access hotspot paths of user groups in multiple dimensions.
所述网站的访问路径的分析装置包括处理器和存储器,上述第一获取单元、第一生成单元、第二获取单元、第二生成单元、结果输出单元、提取单元、合并单元、信息单元、第三获取单元、第三生成单元等均作为程序单元存储在存储器中,由处理器执行存储在存储器中的上述程序单元来实现相应的功能。The analysis device of the access path of the website includes a processor and a memory, the first acquisition unit, the first generation unit, the second acquisition unit, the second generation unit, the result output unit, the extraction unit, the merging unit, the information unit, the first The third acquiring unit, the third generating unit, etc. are all stored in the memory as program units, and the processor executes the above program units stored in the memory to realize corresponding functions.
处理器中包含内核,由内核去存储器中调取相应的程序单元。内核可以设置一个或以上,通过调整内核参数来进行网站的访问路径的分析。The processor includes a kernel, and the kernel fetches corresponding program units from the memory. One or more kernels can be set to analyze the access path of the website by adjusting the kernel parameters.
存储器可能包括计算机可读介质中的非永久性存储器,随机存取存储器(RAM)和/或非易失性内存等形式,如只读存储器(ROM)或闪存(flashRAM),存储器包括至少一个存储芯片。Memory may include non-permanent memory in computer-readable media, random access memory (RAM) and/or non-volatile memory, such as read-only memory (ROM) or flash memory (flashRAM), and memory includes at least one storage chip.
本申请还提供了一种计算机程序产品,当在数据处理设备上执行时,适于执行初始化有如下方法步骤的程序代码:获取待分析用户的访问信息和第一维度;根据所述访问信息和所述第一维度生成一维投放路径,其中,所述访问路径中的每个节点包括多个维度;第一维度是所述多个维度中的任意一个;获取用户选择的用于分析访问信息的第二维度;将所述第一维度与第二维度组合,在所述一维投放路径的基础上增加第二维度信息,生成二维投放路径;其中,所述二维投放路径包含多个访问节点,所述二维投放路径中的访问节点属于所述第一维度或第二维度;将包含所述第一维度和所述第二维度的访问节点的所述二维投放路径作为分析结果。The present application also provides a computer program product, which, when executed on a data processing device, is suitable for executing a program code initialized with the following method steps: obtaining the access information and the first dimension of the user to be analyzed; according to the access information and The first dimension generates a one-dimensional delivery path, wherein each node in the access path includes multiple dimensions; the first dimension is any one of the multiple dimensions; the access information selected by the user is obtained for analysis the second dimension; combine the first dimension and the second dimension, add second dimension information on the basis of the one-dimensional delivery route, and generate a two-dimensional delivery route; wherein, the two-dimensional delivery route includes multiple Access nodes, the access nodes in the two-dimensional delivery path belong to the first dimension or the second dimension; the two-dimensional delivery path including the access nodes of the first dimension and the second dimension is used as an analysis result .
本领域内的技术人员应明白,本申请的实施例可提供为方法、系统、或计算机程序产品。因此,本申请可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本申请可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present application may be provided as methods, systems, or computer program products. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本申请是参照根据本申请实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present application is described with reference to flowcharts and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the present application. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.
在一个典型的配置中,计算设备包括一个或多个处理器(CPU)、输入/输出接口、网络接口和内存。In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
存储器可能包括计算机可读介质中的非永久性存储器,随机存取存储器(RAM)和/或非易失性内存等形式,如只读存储器(ROM)或闪存(flashRAM)。存储器是计算机可读介质的示例。Memory may include non-permanent storage in computer readable media, in the form of random access memory (RAM) and/or nonvolatile memory, such as read only memory (ROM) or flash RAM. The memory is an example of a computer readable medium.
计算机可读介质包括永久性和非永久性、可移动和非可移动媒体可以由任何方法或技术来实现信息存储。信息可以是计算机可读指令、数据结构、程序的模块或其他数据。计算机的存储介质的例子包括,但不限于相变内存(PRAM)、静态随机存取存储器(SRAM)、动态随机存取存储器(DRAM)、其他类型的随机存取存储器(RAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、快闪记忆体或其他内存技术、只读光盘只读存储器(CD-ROM)、数字多功能光盘(DVD)或其他光学存储、磁盒式磁带,磁带磁磁盘存储或其他磁性存储设备或任何其他非传输介质,可用于存储可以被计算设备访问的信息。按照本文中的界定,计算机可读介质不包括暂存电脑可读媒体(transitory media),如调制的数据信号和载波。Computer-readable media, including both permanent and non-permanent, removable and non-removable media, can be implemented by any method or technology for storage of information. Information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read only memory (ROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Flash memory or other memory technology, Compact Disc Read-Only Memory (CD-ROM), Digital Versatile Disc (DVD) or other optical storage, Magnetic tape cartridge, tape magnetic disk storage or other magnetic storage device or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer-readable media excludes transitory computer-readable media, such as modulated data signals and carrier waves.
以上仅为本申请的实施例而已,并不用于限制本申请。对于本领域技术人员来说,本申请可以有各种更改和变化。凡在本申请的精神和原理之内所作的任何修改、等同替换、改进等,均应包含在本申请的权利要求范围之内。The above are only examples of the present application, and are not intended to limit the present application. For those skilled in the art, various modifications and changes may occur in this application. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application shall be included within the scope of the claims of the present application.
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