CN105516821B - The method and device of barrage screening - Google Patents
The method and device of barrage screening Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/475—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data
- H04N21/4756—End-user interface for inputting end-user data, e.g. personal identification number [PIN], preference data for rating content, e.g. scoring a recommended movie
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/4508—Management of client data or end-user data
- H04N21/4532—Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, preferences
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
- H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies
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Abstract
本发明公开了一种弹幕筛选的方法及装置。该方法包括:获取目标用户的兴趣点信息;根据所述目标用户的兴趣点信息确定所述目标用户对应的目标分组,所述目标分组中的其他用户与所述目标用户具有相同的兴趣点信息;向所述目标用户推送所述目标分组中的所述其他用户发布的弹幕信息。本发明能够根据目标用户的兴趣点信息将其与具有相同兴趣点信息的其他用户划分到同一个分组中,由于该分组中的用户数量小于全部弹幕用户的数量,因此可减少屏幕中的弹幕数量,提高用户体验。同时,由于该分组中的其他用户与目标用户具有相同的兴趣点信息,因此该分组中的其他用户发布的弹幕信息比该分组以外的用户发布的弹幕信息更贴近目标用户的兴趣,提高推送效率。
The invention discloses a method and a device for screening a bullet screen. The method includes: acquiring the point of interest information of a target user; determining a target group corresponding to the target user according to the point of interest information of the target user, and other users in the target group have the same point of interest information as the target user ; Push the bullet screen information published by the other users in the target group to the target user. The present invention can divide the target user and other users with the same interest point information into the same group according to the interest point information of the target user. Since the number of users in this group is less than the number of all the bullet screen users, it can reduce the number of bullets on the screen. number of screens to improve user experience. At the same time, because other users in this group have the same point of interest information as the target user, the bullet screen information published by other users in this group is closer to the interests of the target user than the bullet screen information published by users outside the group, improving the push efficiency.
Description
技术领域technical field
本发明实施例涉及信息处理技术,尤其涉及一种弹幕筛选的方法及装置。Embodiments of the present invention relate to information processing technologies, and in particular, to a method and device for screening bullet screens.
背景技术Background technique
随着弹幕技术的普及和发展,越来越多的用户了解并使用弹幕功将自己的评论与其他用户进行共享。With the popularization and development of barrage technology, more and more users understand and use barrage to share their comments with other users.
当屏幕中弹幕信息数量到达一定数量时将影响用户的观看体验,为了解决该问题,现有技术中提供了对弹幕信息屏蔽功能。当用户认为某条弹幕信息影响自己的观看效果时,可屏蔽该条弹幕信息以及该条弹幕信息的发送人。When the amount of bullet screen information on the screen reaches a certain amount, the user's viewing experience will be affected. In order to solve this problem, a function of shielding the bullet screen information is provided in the prior art. When the user thinks that a certain barrage message affects his viewing effect, he can block the barrage message and the sender of the barrage message.
由于现有技术主要依靠用户进行人工的弹幕屏蔽操作,因此用户需要用大量的时间来选择屏蔽词以及发出屏蔽词的用户,使得用户花费精力去对弹幕进行筛选,进而给用户带来不良的用户体验,弹幕推送效率低。Since the existing technology mainly relies on the user to perform manual bullet screen shielding operations, the user needs to spend a lot of time to select the blocked word and the user who issued the blocked word, so that the user spends energy to screen the bullet screen, which in turn brings adverse effects to the user. The user experience is poor, and the bullet screen push efficiency is low.
发明内容SUMMARY OF THE INVENTION
本发明提供一种弹幕筛选的方法及装置,以实现减少用户进行人工弹幕屏蔽所需时间和精力,改善用户体验,提高弹幕推送效率。The present invention provides a method and device for screening bullet screens, so as to reduce the time and effort required for manual screening of bullet screens by users, improve user experience, and improve the efficiency of bullet screen pushing.
第一方面,本发明实施例提供了一种弹幕筛选的方法,包括:In a first aspect, an embodiment of the present invention provides a method for screening bullet screens, including:
获取目标用户的兴趣点信息;Obtain information about the point of interest of the target user;
根据所述目标用户的兴趣点信息确定所述目标用户对应的目标分组,所述目标分组中的其他用户与所述目标用户具有相同的兴趣点信息;Determine a target group corresponding to the target user according to the point of interest information of the target user, and other users in the target group have the same point of interest information as the target user;
向所述目标用户推送所述目标分组中的所述其他用户发布的弹幕信息。Push the bullet screen information published by the other users in the target group to the target user.
第二方面,本发明实施例还提供了一种弹幕筛选的装置,包括:In a second aspect, an embodiment of the present invention also provides a device for screening bullet screens, including:
兴趣点信息获取单元,用于获取目标用户的兴趣点信息;a point-of-interest information acquisition unit, used for acquiring the point-of-interest information of the target user;
分组单元,用于根据所述兴趣点信息获取单元获取的所述目标用户的兴趣点信息确定所述目标用户对应的目标分组,所述目标分组中的其他用户与所述目标用户具有相同的兴趣点信息;a grouping unit, configured to determine a target group corresponding to the target user according to the point of interest information of the target user acquired by the point of interest information acquisition unit, and other users in the target group have the same interests as the target user point information;
推送单元,用于向所述目标用户推送所述分组单元得到的所述目标分组中的所述其他用户发布的弹幕信息。A pushing unit, configured to push the bullet screen information published by the other users in the target group obtained by the grouping unit to the target user.
本发明根据兴趣点信息确定目标用户对应的目标分组,并为用户推送该目标分组中其他用户发布的弹幕信息,与现有技术中需要用户人工进行筛选,推送效率低相比,本发明能够根据目标用户的兴趣点信息将其与具有相同兴趣点信息的其他用户划分到同一个分组中,由于该分组中的用户数量小于全部弹幕用户的数量,因此可减少屏幕中的弹幕数量,提高用户体验。同时,由于该分组中的其他用户与目标用户具有相同的兴趣点信息,因此该分组中的其他用户发布的弹幕信息比该分组以外的用户发布的弹幕信息更贴近目标用户的兴趣,提高推送效率。The present invention determines the target group corresponding to the target user according to the point of interest information, and pushes the bullet screen information published by other users in the target group for the user. The target user is divided into the same group with other users with the same point of interest information according to the information of the point of interest of the target user. Since the number of users in this group is less than the number of all the users of the bullet screen, the number of bullet screens in the screen can be reduced. Improve user experience. At the same time, since other users in the group have the same point of interest information as the target user, the bullet screen information published by other users in the group is closer to the target user's interests than the bullet screen information published by users outside the group, improving the push efficiency.
附图说明Description of drawings
图1为本发明实施例一中的一个弹幕筛选的方法的流程图;FIG. 1 is a flowchart of a method for screening a bullet screen in Embodiment 1 of the present invention;
图2是本发明实施例一中的另一个弹幕筛选的方法的流程图;FIG. 2 is a flowchart of another method for screening bullet screens in Embodiment 1 of the present invention;
图3是本发明实施例二中的第一个弹幕筛选的方法的流程图;3 is a flow chart of the first method for screening the bullet screen in the second embodiment of the present invention;
图4是本发明实施例二中的第二个弹幕筛选的方法的流程图;4 is a flowchart of a second method for screening bullet screens in Embodiment 2 of the present invention;
图5是本发明实施例二中的第三个弹幕筛选的方法的流程图;FIG. 5 is a flowchart of a third method for screening bullet screens in the second embodiment of the present invention;
图6是本发明实施例二中的第四个弹幕筛选的方法的流程图;FIG. 6 is a flowchart of a fourth method for screening bullet screens in Embodiment 2 of the present invention;
图7是本发明实施例三中的一个弹幕筛选的方法的流程图;7 is a flow chart of a method for screening a bullet screen in Embodiment 3 of the present invention;
图8是本发明实施例四中的一个弹幕筛选的装置的结构示意图。FIG. 8 is a schematic structural diagram of a device for screening bullet screens in Embodiment 4 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为本发明实施例一提供的弹幕筛选的方法的流程图,本实施例可适用于为用户推送弹幕信息的情况,该方法可以由显示弹幕信息的终端来执行,该终端可以为个人电脑(Personal Computer,PC)、笔记本电脑、平板电脑或智能手机等智能设备,该方法具体包括如下步骤:FIG. 1 is a flowchart of a method for screening bullet screens according to Embodiment 1 of the present invention. This embodiment is applicable to the situation where bullet screen information is pushed to users. The method can be executed by a terminal that displays bullet screen information. The terminal can It is a smart device such as a personal computer (Personal Computer, PC), a notebook computer, a tablet computer or a smart phone, and the method specifically includes the following steps:
S110、获取目标用户的兴趣点信息。S110. Acquire the point-of-interest information of the target user.
目标用户的兴趣点信息可以为一个兴趣点也可以由多个兴趣点组成,兴趣点信息用于表示目标用户的对影片的喜好特征以及对弹幕内容的喜好特征,如喜欢某类视频(如旅游类视频、美食类视频、探险类视频、纪录片类视频等)、对剧情讨论、相关推送的弹幕感兴趣,厌恶剧透以及刷屏等。兴趣点信息可以根据目标用户的浏览记录确定。例如:用户观看了一些动作类电影,则用户的兴趣点信息可包括动作类电影。兴趣点信息还可以根据用户对弹幕信息的操作确定。再例如:用户对某条弹幕信息点赞,则可将对该条信息点赞作为兴趣点信息。The point of interest information of the target user can be one point of interest or can be composed of multiple points of interest. The point of interest information is used to indicate the target user's preference for movies and the content of the bullet screen, such as liking a certain type of video (eg. Travel videos, food videos, adventure videos, documentaries videos, etc.), interested in plot discussions and related push barrages, dislike spoilers and screen swiping, etc. The point of interest information can be determined according to the browsing records of the target user. For example, if the user has watched some action movies, the user's point of interest information may include action movies. The point of interest information can also be determined according to the user's operation on the bullet screen information. For another example, if a user likes a piece of bullet screen information, the user can like the piece of information as the point of interest information.
S120、根据目标用户的兴趣点信息确定目标用户对应的目标分组。S120. Determine a target group corresponding to the target user according to the point of interest information of the target user.
其中,所述目标分组中的其他用户与所述目标用户具有相同的兴趣点信息。Wherein, other users in the target group have the same point of interest information as the target user.
目标分组可以为已有分组,也可以为新建的分组。The target group can be an existing group or a newly created group.
如图2所示,S120可通过下述步骤进行实施:As shown in Figure 2, S120 can be implemented through the following steps:
S201、判断至少一个预设分组中是否存在与目标用户具有相同兴趣点信息的预设分组。S201. Determine whether there is a preset group that has the same point of interest information as the target user in at least one preset group.
每个预设分组对应一组兴趣点信息。如果某个预设分组A对应的兴趣点信息与目标用户的兴趣点信息完全一致或者包含目标用户的兴趣点信息,则确定该预设分组A。Each preset group corresponds to a set of POI information. If the POI information corresponding to a certain preset group A is completely consistent with the POI information of the target user or contains the POI information of the target user, the preset group A is determined.
进一步的,在建立初始分组时,可分别获取多个用户的兴趣点信息,然后将具有相同或相近兴趣点信息的用户确定为一个分组,形成多个具有不同兴趣点信息的预设分组。Further, when establishing an initial group, the POI information of multiple users can be obtained respectively, and then users with the same or similar POI information are determined as one group to form multiple preset groups with different POI information.
S202a、当存在时,将与目标用户具有相同兴趣点信息的预设分组确定为目标分组。S202a. When there is, determine a preset group that has the same point of interest information as the target user as the target group.
如果某个预设分组A对应的兴趣点信息与目标用户的兴趣点信息完全一致或者包含目标用户的兴趣点信息,则确定该预设分组A确定为目标分组。If the POI information corresponding to a certain preset group A is completely consistent with the POI information of the target user or contains the POI information of the target user, it is determined that the preset group A is determined as the target group.
进一步的,如果至少两个预设分组对应的兴趣点信息均包含目标用户的兴趣点信息,则将兴趣点信息数量较少的预设分组确定为目标分组。优选为将兴趣点信息数量最少的预设分组确定为目标分组Further, if the POI information corresponding to at least two preset groups both includes the POI information of the target user, the preset group with a smaller number of POI information is determined as the target group. Preferably, the preset group with the least amount of POI information is determined as the target group
S202b、当不存在时,建立目标分组,目标分组包括目标用户。S202b, when it does not exist, establish a target group, and the target group includes the target user.
已有的预设分组中,没有任何一个预设分组的兴趣点信息与目标用户的兴趣点信息相同,或者没有任何一个预设分组的兴趣点信息包含目标用户的兴趣点信息,则为目标用户建立新的目标分组,该目标分组的兴趣点信息为目标用户的兴趣点信息。如果存在另一用户,该另一用户的兴趣点信息与目标用户相同,则将该另一用户添加到新建立的目标分组中。In the existing preset groups, if the POI information of no preset group is the same as the POI information of the target user, or the POI information of any preset group contains the POI information of the target user, it is the target user. A new target group is established, and the POI information of the target group is the POI information of the target user. If there is another user whose point of interest information is the same as that of the target user, the other user is added to the newly established target group.
S130、向目标用户推送目标分组中的其他用户发布的弹幕信息。S130. Push the bullet screen information published by other users in the target group to the target user.
其中,其他用户为目标分组中除所述目标用户意外的用户。示例性的,目标分组中的成员发布的弹幕信息后,该弹幕信息携带有分组标识,分组标识用于表示成员位于的分组。如果弹幕信息携带的分组标识与目标用户所在的目标分组的分组标识一致,则进行显示弹幕信息,否则不显示。Among them, other users are users in the target group that are not the target user. Exemplarily, after the bullet screen information published by the members in the target group, the bullet screen information carries a group identifier, and the group identifier is used to indicate the group in which the member is located. If the group identifier carried in the bullet screen information is consistent with the group identifier of the target group where the target user is located, the bullet screen information will be displayed, otherwise it will not be displayed.
本实施例提供的技术方案,根据兴趣点信息确定目标用户对应的目标分组,并为目标用户推送该目标分组中其他用户发布的弹幕信息,与现有技术中需要用户人工进行筛选,推送效率低相比,本实施例能够根据目标用户的兴趣点信息将其与具有相同兴趣点信息的其他用户划分到同一个分组中,由于该分组中的用户数量小于全部弹幕用户的数量,因此可减少屏幕中的弹幕数量,提高用户体验。同时,由于该分组中的其他用户与目标用户具有相同的兴趣点信息,因此该分组中的其他用户发布的弹幕信息比该分组以外的用户发布的弹幕信息更贴近目标用户的兴趣,提高推送效率。The technical solution provided by this embodiment determines the target group corresponding to the target user according to the point of interest information, and pushes the bullet screen information published by other users in the target group for the target user, which is different from the prior art that requires the user to manually screen, and the push efficiency is improved. In this embodiment, the target user can be divided into the same group as other users with the same point of interest information according to the point of interest information of the target user. Reduce the number of barrages on the screen and improve the user experience. At the same time, since other users in the group have the same point of interest information as the target user, the bullet screen information published by other users in the group is closer to the target user's interests than the bullet screen information published by users outside the group, improving the push efficiency.
实施例二Embodiment 2
图3为本发明实施例二提供的一种弹幕筛选的方法,可选的,S110、获取目标用户的兴趣点信息,可通过下述步骤进行实施:FIG. 3 is a method for screening a bullet screen provided in Embodiment 2 of the present invention. Optionally, S110 , acquiring the interest point information of the target user, can be implemented by the following steps:
S101、获取与目标用户的登录状态对应的行为数据。S101. Acquire behavior data corresponding to a login state of a target user.
登陆状态包括已登录状态和未登陆状态。如果目标用户已登录,则可将目标用户发布的弹幕信息与用户账号进行关联。如果目标用户未登录,则无法将目标用户发布的弹幕信息与用户账号进行关联,此时只能获取目标用户近期的浏览记录。The login status includes a logged-in status and an unlogged-in status. If the target user is logged in, you can associate the bullet chat information posted by the target user with the user account. If the target user is not logged in, the bullet chat information published by the target user cannot be associated with the user account. At this time, only the recent browsing records of the target user can be obtained.
S102、根据获取的行为数据确定目标用户的兴趣点信息。S102. Determine the point of interest information of the target user according to the acquired behavior data.
目标用户处于不同的登录状态时,可获取的行为数据也不同,由此得到的用户兴趣点信息的精确程度也不同。When the target user is in different login states, the behavior data that can be obtained is also different, and the accuracy of the user's point of interest information obtained therefrom is also different.
下面通过三种实现方式对S101和S102进行具体说明:The following describes S101 and S102 in detail through three implementation methods:
在一种实现方式中,如图4所示,S101、获取与目标用户的登录状态对应的行为数据,可实现为:In an implementation manner, as shown in FIG. 4 , S101 , acquiring behavior data corresponding to the login state of the target user, may be implemented as:
S101a、如果目标用户未登录,则获取目标用户的浏览信息。S101a, if the target user is not logged in, obtain the browsing information of the target user.
其中,所述浏览信息包括所述目标用户搜索的关键字信息和观看的影片类别。The browsing information includes keyword information searched by the target user and movie categories watched.
可选的,通过对目标用户的浏览行为进行记录,得到浏览信息。例如:目标用户登录到弹幕网站之后,当目标用户在弹幕网站的搜索栏中键入关键字信息时,终端将目标用户输入的关键字信息进行保存,得到目标用户的关键字信息列表。又例如:当目标用户在弹幕网站提供的推送见界面中选择的某个视频类别或者某个视频进行播放时,对目标用户选择的视频类别名称或者目标用户选择的视频名称进行保存,得到阅览信息列表。Optionally, the browsing information is obtained by recording the browsing behavior of the target user. For example, after the target user logs in to the bullet screen website, when the target user enters the keyword information in the search bar of the bullet screen website, the terminal saves the keyword information input by the target user, and obtains the keyword information list of the target user. Another example: when the target user selects a certain video category or a certain video in the push view interface provided by the bullet screen website to play, the video category name selected by the target user or the video name selected by the target user is saved, and the user can view the video. list of information.
可选的,通过从服务器下载目标用户的浏览记录,得到浏览信息。例如:当目标用户在弹幕网站的搜索栏中键入关键字信息后,终端将带有关键字信息的搜索请求发送至服务器,服务器根据该搜索请求中的关键字信息进行检索,并向终端反馈检索结果。服务器在反馈检索结果的同时,可对关键字信息进行保存,得到目标用户所使用终端对应的关键字信息列表。终端通过向服务器发起关键字信息列表获取请求可从服务器中获取该终端对应的关键字信息列表。又例如:当目标用户在弹幕网站提供的推送见界面中选择的某个视频类别或者某个视频进行播放后,终端将带有该视频类别的名称或者某个视频的名称的播放请求发送至服务器,服务器根据该播放请求中携带的视频类别的名称或者视频的名称查找对应的播放地址,并将该播放地址发送至终端,以便终端进行播放。服务器在发送链接地址的同时,对视频类别的名称或视频的名称进行保存,得到目标用户所使用终端对应的浏览信息列表。Optionally, the browsing information is obtained by downloading the browsing record of the target user from the server. For example: after the target user types in the keyword information in the search bar of the bullet screen website, the terminal sends a search request with the keyword information to the server, and the server searches according to the keyword information in the search request and feeds back to the terminal Search Results. While feeding back the retrieval result, the server can save the keyword information to obtain a keyword information list corresponding to the terminal used by the target user. The terminal can acquire the keyword information list corresponding to the terminal from the server by initiating a keyword information list acquisition request to the server. Another example: when the target user selects a certain video category or a certain video in the push interface provided by the bullet screen website to play, the terminal sends a playback request with the name of the video category or the name of a certain video to The server, the server searches for the corresponding playback address according to the name of the video category or the name of the video carried in the playback request, and sends the playback address to the terminal so that the terminal can play. When sending the link address, the server saves the name of the video category or the name of the video, and obtains a list of browsing information corresponding to the terminal used by the target user.
通过终端获取并保存浏览信息可减少服务器负载,提高服务器的数据处理效率。通过服务器获取并保存浏览信息可实现长期(如一年)对目标用户信息进行保存,防止因终端故障导致浏览信息丢失,提高数据安全性。在实现过程中可根据使用需求对选择终端与服务器相结合获取浏览信息,以适应具体场景的需求。Obtaining and saving browsing information through the terminal can reduce the server load and improve the data processing efficiency of the server. Obtaining and saving browsing information through the server can save the target user information for a long time (for example, one year), preventing the loss of browsing information due to terminal failure, and improving data security. In the implementation process, browsing information can be obtained by combining the selection terminal with the server according to the usage requirements, so as to adapt to the requirements of specific scenarios.
相应的,S102、根据获取的行为数据确定目标用户的兴趣点信息,可实现为:Correspondingly, S102, determining the interest point information of the target user according to the acquired behavior data, which can be implemented as follows:
S102a、根据获取的浏览信息确定目标用户的兴趣点信息。S102a: Determine the point of interest information of the target user according to the acquired browsing information.
根据关键字信息列表和阅览信息列表中记载的内容,预估目标用户的兴趣点信息。例如,目标用户在网站的搜索栏中输入了“旅游”关键字,然后搜索结果页面中,陆续点击观看了三个有关旅游的视频,此时,关键字信息列表中保存有“旅游”关键字,阅览信息列表保存有目标用户这三个有关旅游的视频的食品名称被记录到阅览信息列表中。根据阅览信息列表和关键字信息列表中记录的内容可得到目标用户的兴趣点信息为喜欢旅游类视频。According to the content recorded in the keyword information list and the browsing information list, the point of interest information of the target user is estimated. For example, the target user enters the keyword "travel" in the search bar of the website, and then clicks to watch three videos related to tourism in the search result page. At this time, the keyword "travel" is stored in the keyword information list. , and the names of the food items in which the three travel-related videos of the target user are stored in the browsing information list are recorded in the browsing information list. According to the contents recorded in the browsing information list and the keyword information list, it can be obtained that the interest point information of the target user is like traveling videos.
本实现方式中通过对未登录用户的浏览信息和关键字信息进行保存和分析,进而提高未登录用户的兴趣点信息的准确性。In this implementation manner, by saving and analyzing the browsing information and keyword information of the unlogged user, the accuracy of the point of interest information of the unlogged user is improved.
在实现上述实现方式时发明人发现,在使用过程中可能出现下属情况:用户为未注册的弹幕用户,当用户登录到弹幕网站浏览了一些影片后,希望发送弹幕。由于发送弹幕需要进行注册,因此用户进行了注册,并在注册后发送弹幕并对其他用户发送的弹幕信息进行了管理操作(如屏蔽操作、点赞操作或举报操作)。为了保证终端确定的兴趣点信息足够准确,需要根据用户登录前对应的浏览信息以及登录后对应的弹幕管理信息共同确定兴趣点信息。基于此,在另一种实现方式中,如图5所示,S101、获取与目标用户的登录状态对应的行为数据,可实现为:When implementing the above implementation manner, the inventor found that the following situations may occur during use: the user is an unregistered bullet screen user, and when the user logs in to the bullet screen website and browses some videos, he wishes to send the bullet screen. Because sending a bullet chat requires registration, the user has registered, and after registration, he sent bullet chat and managed the bullet chat information sent by other users (such as blocking, liking, or reporting). In order to ensure that the POI information determined by the terminal is sufficiently accurate, the POI information needs to be jointly determined according to the browsing information corresponding to the user before logging in and the corresponding bullet screen management information after logging in. Based on this, in another implementation manner, as shown in FIG. 5 , S101 , acquiring behavior data corresponding to the login state of the target user, may be implemented as:
S101b、如果目标用户已登录,则获取目标用户登录前的浏览信息和登录后的弹幕管理信息。S101b, if the target user has logged in, obtain the browsing information of the target user before the login and the bullet screen management information after the login.
其中,所述弹幕管理信息包括弹幕点赞信息、弹幕屏蔽信息以及弹幕举报信息。Wherein, the bullet screen management information includes bullet screen like information, bullet screen blocking information, and bullet screen report information.
登录前的浏览信息的获取步骤可参照S101a,此处不作赘述。弹幕管理信息可在通过记录目标用户对其他用户发布的弹幕信息的点赞操作、屏蔽操作以及举报操作生成。当目标用户对用户A发布的弹幕信息a进行点赞操作后,终端生成点赞信息,点赞信息用于表示目标用户对用户A的弹幕信息a进行点赞操作。同理,当目标用户对用户B发布的弹幕信息b进行屏蔽操作后,终端生成屏蔽信息,屏蔽信息用于表示目标用户对用户B的弹幕信息b进行屏蔽操作。当目标用户对用户C发布的弹幕信息c进行举报操作后,终端生成举报信息,屏蔽信息用于表示目标用户对用户C的弹幕信息c进行举报操作。For the steps of acquiring the browsing information before login, reference may be made to S101a, which will not be repeated here. The bullet screen management information can be generated by recording the like operation, blocking operation and reporting operation of the target user on the bullet screen information published by other users. After the target user likes the bullet screen information a published by the user A, the terminal generates the like information, and the like information is used to indicate that the target user likes the bullet screen information a of the user A. Similarly, after the target user performs a shielding operation on the bullet screen information b published by user B, the terminal generates shielding information, and the shielding information is used to indicate that the target user performs a shielding operation on the bullet screen information b of user B. When the target user performs a reporting operation on the bullet screen information c published by user C, the terminal generates reporting information, and the shielding information is used to indicate that the target user performs a reporting operation on the bullet screen information c of user C.
相应的,S102、根据获取的行为数据确定目标用户的兴趣点信息,可实现为:Correspondingly, S102, determining the interest point information of the target user according to the acquired behavior data, which can be implemented as follows:
S102b、根据获取的登录前的浏览信息和登录后的弹幕管理信息,确定目标用户的兴趣点信息。S102b: Determine the point of interest information of the target user according to the acquired browsing information before login and the bullet screen management information after login.
登录前的浏览信息对应的兴趣点信息获取步骤可参照S101a,此处不作赘述。当目标用户对用户A的弹幕信息a进行点赞操作时,终端根据该点赞操作确定目标用户的兴趣点信息为对弹幕信息a点赞。当目标用户对用户B的弹幕信息b进行屏蔽操作时,终端根据该屏蔽操作确定目标用户的兴趣点信息为对弹幕信息b或者用户B屏蔽。当目标用户对用户C的弹幕信息c进行举报操作时,终端根据该举报操作确定目标用户的兴趣点信息为对用户C举报。For the step of acquiring the POI information corresponding to the browsing information before login, reference may be made to S101a, which will not be repeated here. When the target user performs a like operation on the bullet screen information a of user A, the terminal determines, according to the like operation, that the interest point information of the target user is like the bullet screen information a. When the target user performs a shielding operation on the bullet screen information b of user B, the terminal determines, according to the shielding operation, that the target user's point of interest information is shielded from the bullet screen information b or user B. When the target user performs a reporting operation on the bullet screen information c of the user C, the terminal determines that the information on the point of interest of the target user is reported to the user C according to the reporting operation.
进一步的,如果目标用户在同一影片中对不同用户发布的类似内容进行了点赞或者屏蔽,则对用户的点赞操作或屏蔽操作进行总结,得到用户的兴趣点信息。例如,用户屏蔽的弹幕信息中存在多个关于透露剧情的弹幕信息,进而得到用户的兴趣点信息为厌恶剧透。又例如,用户屏蔽的弹幕信息中存在多个关于刷屏的弹幕信息,进而得到用户的兴趣点信息为厌恶刷屏。再例如,用户点赞的弹幕信息中存在多个关于剧情讨论的信息,进而得到用户的兴趣点信息为对剧情讨论感兴趣。还例如,用户点赞的弹幕信息中存在多个关于相关推送的弹幕信息,进而得到用户的兴趣点信息为相关推送感兴趣。Further, if the target user likes or blocks similar content published by different users in the same video, the user's like or block operations are summarized to obtain the user's point of interest information. For example, there are multiple pieces of bullet screen information about revealing the plot in the bullet screen information blocked by the user, and then the user's point of interest information is obtained as spoiler-averse. For another example, there is a plurality of bullet screen information about screen swiping in the bullet screen information blocked by the user, and then the user's point of interest information is obtained as disgust for screen swiping. For another example, there are multiple pieces of information about the story discussion in the bullet screen information liked by the user, and then the user's point of interest information is obtained as being interested in the story discussion. For another example, there is a plurality of bullet screen information about related pushes in the bullet screen information that the user likes, so that the user's point of interest information is obtained as being interested in the related push.
本实现方式中,能够将登录前的浏览信息和所述登录后的弹幕管理信息进行结合,确定目标用户的兴趣点信息,得到较为完整的目标用户兴趣点信息。In this implementation manner, the browsing information before login and the bullet screen management information after login can be combined to determine the interest point information of the target user, and obtain relatively complete interest point information of the target user.
在实现上述实现方式时发明人发现,在使用过程中可能出现下属情况:在公共电脑上,用户D先以未登录方式在弹幕网站中进行了浏览,而后用户E在弹幕网站中进行用户登录,然后发布了信息。在为用户E推送弹幕时,由于登录前的浏览信息是由用户D触发的,因此根据登录前的浏览信息和登陆后的弹幕管理信息确定用户E是不准确的。基于此,在再一种实现方式中,如图6所示,S101、获取与目标用户的登录状态对应的行为数据,可实现为:When implementing the above implementation method, the inventor found that subordinate situations may occur during the use process: on the public computer, user D first browsed the bullet screen website without logging in, and then user E browsed the bullet screen website. Log in and post a post. When pushing a bullet screen for user E, since the browsing information before login is triggered by user D, it is inaccurate to determine user E based on the browsing information before login and the bullet screen management information after login. Based on this, in yet another implementation manner, as shown in FIG. 6 , S101 , acquiring behavior data corresponding to the login state of the target user, may be implemented as:
S101c、如果目标用户已登录,则获取目标用户登录后的弹幕管理信息。S101c, if the target user has logged in, obtain the bullet screen management information after the target user logs in.
相应的,S102、根据获取的行为数据确定目标用户的兴趣点信息,可实现为:Correspondingly, S102, determining the interest point information of the target user according to the acquired behavior data, which can be implemented as follows:
S102c、根据获取的登录后产生的弹幕管理信息,确定目标用户的兴趣点信息。S102c: Determine the point of interest information of the target user according to the obtained bullet screen management information generated after logging in.
登录后的弹幕管理信息对应的兴趣点信息获取步骤可参照S101b至S102b,此处不作赘述。For the steps of obtaining POI information corresponding to the logged-in bullet screen management information, reference may be made to S101b to S102b, which will not be repeated here.
在本实现方式中可仅根据登录后的弹幕管理信息确定目标用户的兴趣点信息,避免引登录前后用户不一致导致预估的目标用户的兴趣点信息不准确的问题,提高兴趣点信息的准确性。In this implementation, the information of the target user's points of interest can be determined only according to the management information of the barrage after login, so as to avoid the problem that the estimated target user's point of interest information is inaccurate due to user inconsistency before and after login, and improve the accuracy of the point of interest information. sex.
实施例三Embodiment 3
在实施上述实施例的过程中发明人发现,由于终端确定的兴趣点信息与用户的真实兴趣点信息存在误差,为了能够使用户在终端筛选的基础上能够人工进行二次筛选,本发明实施例还提供了一种弹幕筛选的方法,优选的,如图7所示,S130、向所述目标用户推送所述目标分组中的所述其他用户发布的弹幕信息,可通过下述方式进行实施:In the process of implementing the above embodiment, the inventor found that, since there is an error between the POI information determined by the terminal and the real POI information of the user, in order to enable the user to manually perform secondary screening on the basis of terminal screening, the embodiment of the present invention A method for screening bullet screens is also provided. Preferably, as shown in FIG. 7 , in S130 , pushing the bullet screen information published by the other users in the target group to the target user can be performed in the following manner. Implementation:
S130’、如果目标用户对目标分组中对至少一个其他用户进行标记,则向目标用户推送目标分组中未被标记的其他用户发布的弹幕信息。S130', if the target user marks at least one other user in the target group, push the bullet screen information published by other users who are not marked in the target group to the target user.
当目标用户对其所在目标分组中的某一个或多个其他用户发布的弹幕信息进行屏蔽操作或举报操作,则认为目标用户对目标分组中对至少一个其他用户进行标记。被标记的其他用户发布的弹幕信息将不会被推送到目标用户,实现在目标分组内部由目标用户进行二次筛选,进而提高弹幕筛选的可用性,进一步改善用户体验。When the target user performs a blocking operation or reporting operation on the bullet screen information published by one or more other users in the target group, it is considered that the target user marks at least one other user in the target group. The bullet screen information published by other marked users will not be pushed to the target user, so that the target user can perform secondary screening within the target group, thereby improving the usability of bullet screen screening and further improving the user experience.
进一步的,随着目标用户输入的浏览信息和弹幕管理信息的逐渐增多,目标用户兴趣点信息可能发生变化,为了保证目标用户与目标分组的兴趣点信息匹配,当用户兴趣点信息发送变化时,判断目标分组对应的兴趣点信息中是否存在于目标用户的兴趣点信息相逆的兴趣点信息。例如:目标用户屏蔽的弹幕信息为目标分组中其他用户点赞的弹幕信息。如果存在相逆的兴趣点信息,则重新确定目标用户对应的目标分组,进而目标分组与目标用户兴趣点信息的一致性,提高推送效率。Further, as the browsing information and bullet screen management information input by the target user gradually increases, the target user's POI information may change. In order to ensure that the target user matches the POI information of the target group, when the user's POI information changes , and determine whether there is POI information that is opposite to the POI information of the target user in the POI information corresponding to the target group. For example, the bullet screen information blocked by the target user is the bullet screen information liked by other users in the target group. If there is opposite POI information, the target group corresponding to the target user is re-determined, so that the target group is consistent with the target user's POI information, and the push efficiency is improved.
实施例四Embodiment 4
本发明实施例还提供了一种弹幕筛选的装置1,所示装置1位于终端中,用于实施上述实施例所示的方法,如图8所示,该装置1包括:An embodiment of the present invention further provides a device 1 for screening bullet screens. The shown device 1 is located in a terminal and is used to implement the method shown in the above embodiment. As shown in FIG. 8 , the device 1 includes:
兴趣点信息获取单元11,用于获取目标用户的兴趣点信息;a point-of-interest information acquisition unit 11, configured to acquire the point-of-interest information of the target user;
分组单元12,用于根据所述兴趣点信息获取单元11获取的所述目标用户的兴趣点信息确定所述目标用户对应的目标分组,所述目标分组中的其他用户与所述目标用户具有相同的兴趣点信息;The grouping unit 12 is configured to determine a target group corresponding to the target user according to the point of interest information of the target user obtained by the point of interest information obtaining unit 11, and other users in the target group have the same characteristics as the target user. information on points of interest;
推送单元13,用于向所述目标用户推送所述分组单元12得到的所述目标分组中的所述其他用户发布的弹幕信息。The pushing unit 13 is configured to push the bullet screen information published by the other users in the target group obtained by the grouping unit 12 to the target user.
进一步的,所述兴趣点信息获取单元11,包括:Further, the point of interest information acquisition unit 11 includes:
行为数据获取子单元111,用于获取与所述目标用户的登录状态对应的行为数据;The behavior data acquisition subunit 111 is used to acquire behavior data corresponding to the login status of the target user;
兴趣点信息确定子单元112,用于根据所述行为数据获取子单元111获取的所述行为数据确定所述目标用户的兴趣点信息。The point of interest information determination subunit 112 is configured to determine the point of interest information of the target user according to the behavior data acquired by the behavior data acquisition subunit 111 .
可选的,所述行为数据获取子单元111,具体用于:Optionally, the behavior data acquisition subunit 111 is specifically used for:
如果所述目标用户未登录,则获取所述目标用户的浏览信息,所述浏览信息包括所述目标用户搜索的关键字信息和观看的影片类别;If the target user is not logged in, obtain browsing information of the target user, where the browsing information includes keyword information searched by the target user and movie categories watched;
相应的,所述兴趣点信息确定子单元112,具体用于:Correspondingly, the POI information determination subunit 112 is specifically used for:
根据所述行为数据获取子单元111获取的所述浏览信息确定所述目标用户的兴趣点信息。The point of interest information of the target user is determined according to the browsing information obtained by the behavior data obtaining subunit 111 .
可选的,所述行为数据获取子单元111,具体用于:Optionally, the behavior data acquisition subunit 111 is specifically used for:
如果所述目标用户已登录,则获取所述目标用户登录前的浏览信息和登录后的弹幕管理信息,所述弹幕管理信息包括弹幕点赞信息、弹幕屏蔽信息以及弹幕举报信息;If the target user has logged in, obtain the browsing information of the target user before logging in and the bullet screen management information after logging in, where the bullet screen management information includes the bullet screen like information, the bullet screen blocking information and the bullet screen report information ;
相应的,所述兴趣点信息确定子单元112,具体用于:Correspondingly, the POI information determination subunit 112 is specifically used for:
根据获取的所述登录前的浏览信息和所述登录后的弹幕管理信息,确定所述目标用户的兴趣点信息;Determine the point of interest information of the target user according to the obtained browsing information before login and the barrage management information after login;
或者,or,
所述行为数据获取子单元111,具体用于:The behavior data acquisition subunit 111 is specifically used for:
如果所述目标用户已登录,则获取所述目标用户登录后的弹幕管理信息;If the target user has logged in, obtain the bullet screen management information after the target user has logged in;
相应的,所述兴趣点信息确定子单元112,具体用于:Correspondingly, the POI information determination subunit 112 is specifically used for:
根据获取的所述登录后产生的弹幕管理信息,确定所述目标用户的兴趣点信息。Determine the point of interest information of the target user according to the obtained bullet screen management information generated after logging in.
进一步的,所述推送单元13具体用于:Further, the pushing unit 13 is specifically used for:
如果所述目标用户对所述目标分组中对至少一个其他用户进行标记,则向所述目标用户推送所述目标分组中未被标记的其他用户发布的弹幕信息。If the target user marks at least one other user in the target group, push the bullet screen information published by other users who are not marked in the target group to the target user.
上述装置1可执行本发明实施例一至实施例三所提供的方法,具备执行上述方法相应的功能模块和有益效果。未在本实施例中详尽描述的技术细节,可参见本发明实施例一至实施例三所提供的方法。The above-mentioned apparatus 1 can execute the methods provided by the first to third embodiments of the present invention, and has corresponding functional modules and beneficial effects for executing the above-mentioned methods. For technical details not described in detail in this embodiment, reference may be made to the methods provided in Embodiments 1 to 3 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,还可以包括更多其他等效实施例,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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