CN115134668A - Method and device for dividing the age group and family structure of family members based on OTT - Google Patents
Method and device for dividing the age group and family structure of family members based on OTT Download PDFInfo
- Publication number
- CN115134668A CN115134668A CN202210247730.6A CN202210247730A CN115134668A CN 115134668 A CN115134668 A CN 115134668A CN 202210247730 A CN202210247730 A CN 202210247730A CN 115134668 A CN115134668 A CN 115134668A
- Authority
- CN
- China
- Prior art keywords
- user
- data
- family
- age group
- content
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 52
- 238000000547 structure data Methods 0.000 claims abstract description 30
- 238000003860 storage Methods 0.000 claims description 11
- 238000004140 cleaning Methods 0.000 claims description 8
- 238000012545 processing Methods 0.000 claims description 7
- 238000012790 confirmation Methods 0.000 claims description 6
- 238000001914 filtration Methods 0.000 claims description 4
- 230000002349 favourable effect Effects 0.000 abstract 1
- 238000010586 diagram Methods 0.000 description 8
- 238000002372 labelling Methods 0.000 description 8
- 230000001360 synchronised effect Effects 0.000 description 8
- 238000004590 computer program Methods 0.000 description 6
- 238000004519 manufacturing process Methods 0.000 description 3
- 238000013461 design Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 241000282461 Canis lupus Species 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
Images
Classifications
-
- 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
- H04N21/45—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
-
- 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
- H04N21/45—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
- H04N21/4661—Deriving a combined profile for a plurality of end-users of the same client, e.g. for family members within a home
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
- Management Or Editing Of Information On Record Carriers (AREA)
Abstract
Description
技术领域technical field
本发明涉及播放设备技术领域,尤其涉及一种基于OTT的家庭成员年龄段及家庭结构划分方法及装置。The present invention relates to the technical field of playback devices, and in particular, to a method and device for dividing the age group and family structure of family members based on OTT.
背景技术Background technique
随着科技的发展和人们生活水平的不断提高,各种播放设备如智能电视的使用越来越普及。智能电视已经成为人们生活中不可缺少的娱乐工具。With the development of science and technology and the continuous improvement of people's living standards, the use of various playback devices such as smart TVs has become more and more popular. Smart TV has become an indispensable entertainment tool in people's lives.
用户画像又称用户角色,作为一种勾画目标用户、联系用户诉求与设计方向的有效工具,用户画像在各领域得到了广泛的应用。然而在OTT行业的用户画像只是对一个设备生成用户画像,无法对家庭中多位成员生产成员年龄段和家庭结构的画像,有时不方便精准推送。User portraits, also known as user roles, are widely used in various fields as an effective tool for delineating target users, linking user demands and design directions. However, user portraits in the OTT industry only generate user portraits for one device, and cannot generate portraits of members' age groups and family structure for multiple members in the family, and sometimes it is inconvenient to push accurately.
因此,现有技术还有待改进和提高。Therefore, the existing technology still needs to be improved and improved.
发明内容SUMMARY OF THE INVENTION
本发明要解决的技术问题在于,针对现有技术的上述缺陷,提供一种基于OTT的家庭成员年龄段及家庭结构划分方法、装置、播放设备及存储介质,本发明通过获取用户观看节目特点,对节目进行年龄段划分,同时通过家庭成员结构形成家庭成员画像,可以实现对家庭中多位成员生产成员年龄段和家庭结构的画像,有利于进行精准推送,为用户使用提供了方便。The technical problem to be solved by the present invention is to provide an OTT-based family member age group and family structure division method, device, playback device and storage medium in view of the above-mentioned defects of the prior art. The program is divided into age groups, and the family member portraits are formed through the family member structure, which can realize the portraits of the age groups and family structure of multiple members in the family, which is conducive to accurate push and provides convenience for users.
为了解决上述技术问题,本发明第一方面提供一种基于OTT的家庭成员年龄段及家庭结构划分方法,上述方法包括:In order to solve the above-mentioned technical problems, a first aspect of the present invention provides an OTT-based method for dividing the age groups of family members and family structure. The above-mentioned method includes:
预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段;Label and classify the video content in advance, and mark the viewing age group corresponding to the video content at the same time;
获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间;Obtain the video content watched by the user, and record the video name and time of the video content watched by the user;
根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据;According to the film and television names of the film and television content watched by the user, obtain the data of the corresponding age group of the film and television content watched by the user and the corresponding content of the user; and merge the data of the corresponding age group of the film and television content watched by the user and the data of the corresponding content of the user to obtain the age group of family members data;
对得到的家庭成员年龄段数据进行分析,得到家庭结构数据。The obtained family members' age group data were analyzed to obtain family structure data.
所述基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段的步骤包括:The OTT-based method for dividing the age groups of family members and family structure, wherein the steps of labeling and classifying film and television content in advance and labeling the viewing age group corresponding to the film and television content at the same time include:
预先将影视内容进行标签分类:分为所属地区、年代所属、内容形式、兴趣频道、内容类别;其中,在内容类别中对每一个视频进行打标签。The video content is pre-labeled and classified: it is divided into region, age, content form, interest channel, and content category; among them, each video is tagged in the content category.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段的步骤包括:The described OTT-based method for dividing the age groups of family members and family structure, wherein the steps of labeling and classifying film and television content in advance and simultaneously labeling the viewing age group corresponding to the film and television content include:
将影视内容根据影片名称进行分类,同时标注影片对应的观看年龄段。The video content is classified according to the name of the video, and the corresponding viewing age group of the video is marked at the same time.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间的步骤包括:The described OTT-based method for dividing the age groups of family members and family structure, wherein the steps of obtaining the video content watched by the user and recording the video name and time of the video content watched by the user include:
获取同一MAC地址播放设备的用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间,其中所述时间包括:开始观看时间和结束观看时间。The video content watched by the user of the same MAC address playing device is obtained, and the video name and time of the video content watched by the user are recorded, wherein the time includes the start viewing time and the end viewing time.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据的步骤包括:The described OTT-based method for dividing the age groups of family members and family structure, wherein, according to the film and television names of the film and television content watched by the user, the data of the corresponding age group and the user's corresponding content of the film and television content watched by the user are obtained; The steps of merging the data of the corresponding age group of the video content and the user corresponding content to obtain the age group data of family members include:
根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;According to the film and television name of the film and television content watched by the user, obtain the data of the corresponding age group of the film and television content watched by the user and the data of the corresponding content of the user;
对得到的用户观看的影视内容对应年龄段和用户对应内容的数据,进行清洗、加工、过滤,得到用户成员观看的节目清单和节目对应的年龄清单;Cleaning, processing, and filtering the obtained data of the age group and the content corresponding to the video content watched by the user, to obtain a list of programs watched by the user members and a list of the ages corresponding to the programs;
根据得到的用户成员观看的节目清单和节目对应的年龄清单,最终得到年龄区间数据;According to the obtained list of programs watched by the user members and the corresponding age list of the programs, the age interval data is finally obtained;
基于所述年龄区间数据,得到家庭成员年龄段数据。Based on the age range data, age range data of family members is obtained.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述对得到的家庭成员年龄段数据进行分析,得到家庭结构数据的步骤包括:The described OTT-based method for dividing the age group of family members and family structure, wherein, the step of analyzing the obtained family member age group data, and obtaining the family structure data includes:
根据得到的家庭成员年龄段数据,分析家庭成员年龄段数据的属性,得到家庭结构数据。According to the obtained family member age group data, analyze the attributes of family member age group data to obtain family structure data.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述对得到的家庭成员年龄段数据进行分析,得到家庭结构数据的步骤还包括:The described OTT-based method for dividing the age of family members and family structure, wherein, the step of analyzing the obtained age-segment data of family members, and obtaining the family structure data further comprises:
对得到家庭结构数据的播放设备,获取其MAC地址,并通过MAC地址的经纬度数据获得小区地址,产生家庭结构数据的变形。For the playback device that has obtained the family structure data, its MAC address is obtained, and the cell address is obtained through the latitude and longitude data of the MAC address, and the deformation of the family structure data is generated.
一种基于OTT的家庭成员年龄段及家庭结构划分装置,其中,所述装置包括:A device for dividing the age group and family structure of family members based on OTT, wherein the device comprises:
预先设置模块,用于预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段;A preset module is used to pre-label and classify the video content, and at the same time mark the viewing age group corresponding to the video content;
获取模块,用于获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间;The acquisition module is used to acquire the film and television content watched by the user, and record the film and television name and time of the film and television content watched by the user;
年龄段数据确认模块,用于根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据;The age group data confirmation module is used to obtain the data of the age group corresponding to the film and television content watched by the user and the corresponding content of the user according to the film and television name of the film and television content watched by the user; and the data of the age group and the content corresponding to the user of the film and television content watched by the user Consolidate and obtain data on age groups of family members;
家庭结构数据确认模块,用于对得到的家庭成员年龄段数据进行分析,得到家庭结构数据。The family structure data confirmation module is used for analyzing the obtained family member age group data to obtain family structure data.
一种播放设备,其中,包括有存储器,以及一个或者一个以上的程序,其中一个或者一个以上程序存储于存储器中,且经配置以由一个或者一个以上处理器执行所述一个或者一个以上程序包含用于执行任意一项所述的方法。A playback device comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors including for performing any of the methods described.
一种非临时性计算机可读存储介质,其中,当所述存储介质中的指令由播放设备的处理器执行时,使得播放设备能够执行任意一项所述的方法。A non-transitory computer-readable storage medium, wherein when the instructions in the storage medium are executed by a processor of a playback device, the playback device is enabled to perform any one of the methods.
有益效果:与现有技术相比,本发明提供了一种基于OTT的家庭成员年龄段及家庭结构划分方法,本发明通过对影视节目标记年龄区间,通过用户的影视观看的内容,获得家庭主要对年龄区间,最后导出用户家庭成员结构。本方法可以解决用户的家庭成员年龄段和家庭结构的划分;通过获取用户观看节目特点,对节目进行年龄段划分,同时通过家庭成员结构形成家庭成员画像,可以实现对家庭中多位成员生产成员年龄段和家庭结构的画像,有利于进行精准推送,为用户使用提供了方便。Beneficial effects: Compared with the prior art, the present invention provides an OTT-based method for dividing the age range of family members and family structure. The present invention marks the age range of the film and television programs, and obtains the main family members through the content watched by the user's film and television. For the age range, the user's family member structure is finally derived. The method can solve the division of the age group and family structure of the user's family members; by obtaining the characteristics of the user's watching programs, dividing the program into age groups, and forming family member portraits through the family member structure, it can realize the production of multiple members in the family. The portraits of age groups and family structures are conducive to accurate push and provide convenience for users.
附图说明Description of drawings
图1为本发明实施例提供的基于OTT的家庭成员年龄段及家庭结构划分方法的具体实施方式的流程图。FIG. 1 is a flowchart of a specific implementation of an OTT-based method for dividing the age group and family structure of family members according to an embodiment of the present invention.
图2是本发明实施例的基于OTT的家庭成员年龄段及家庭结构划分方法的影视内容标签分类结构示意图。FIG. 2 is a schematic diagram of a video content label classification structure based on an OTT-based method for dividing the age groups of family members and family structure according to an embodiment of the present invention.
图3是本发明实施例的基于OTT的家庭成员年龄段及家庭结构划分方法的OTT用户画像中家庭成员年龄段架构图。FIG. 3 is a structural diagram of the age group of family members in the OTT user portrait based on the OTT-based method for dividing the age groups of family members and the family structure according to an embodiment of the present invention.
图4是本发明实施例提供的基于OTT的家庭成员年龄段及家庭结构划分装置的原理框图。FIG. 4 is a schematic block diagram of an OTT-based device for dividing the age group and family structure of family members according to an embodiment of the present invention.
图5是本发明实施例提供的播放设备的内部结构原理框图。FIG. 5 is a schematic block diagram of an internal structure of a playback device provided by an embodiment of the present invention.
具体实施方式Detailed ways
为使本发明的目的、技术方案及效果更加清楚、明确,以下参照附图并举实施例对本发明进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。In order to make the objectives, technical solutions and effects of the present invention clearer and clearer, the present invention will be further described in detail below with reference to the accompanying drawings and examples. 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.
随着科技的发展和人们生活水平的不断提高,各种播放设备如智能电视的使用越来越普及。智能电视已经成为人们生活中不可缺少的娱乐工具。 OTT是指互联网公司越过运营商,发展基于开放互联网的各种视频及数据服务业务。With the development of science and technology and the continuous improvement of people's living standards, the use of various playback devices such as smart TVs has become more and more popular. Smart TV has become an indispensable entertainment tool in people's life. OTT means that Internet companies go beyond operators to develop various video and data services based on the open Internet.
用户画像又称用户角色,作为一种勾画目标用户、联系用户诉求与设计方向的有效工具,用户画像在各领域得到了广泛的应用。然而在OTT行业的用户画像只是对一个设备生成用户画像,无法对家庭中多位成员生产成员年龄段和家庭结构的画像,有时不方便精准推送。User portraits, also known as user roles, are widely used in various fields as an effective tool for delineating target users, linking user demands and design directions. However, user portraits in the OTT industry only generate user portraits for one device, and cannot generate portraits of members' age groups and family structure for multiple members in the family, and sometimes it is inconvenient to push accurately.
为了解决现有技术的问题,本实施例提供一种基于OTT的家庭成员年龄段及家庭结构划分方法,具体实施时,对影视节目标记年龄区间,通过用户的影视观看的内容,获得家庭主要对年龄区间,最后导出用户家庭成员结构。本方法可以解决用户的家庭成员年龄段和家庭结构的划分。因此,本发明可以实现智能电视在OTT行业的用户画像针对一个设备对家庭中多位成员进行画像,更加的符合实际家庭的应用场景,为用户的使用提供了方便。In order to solve the problems in the prior art, the present embodiment provides an OTT-based method for dividing the age groups of family members and family structure. During specific implementation, the age ranges are marked on the video and television programs, and through the content of the user's video and television viewing, the main interest of the family is obtained. Age range, and finally export the user's family member structure. This method can solve the division of the user's family members' age group and family structure. Therefore, the present invention can realize that the user portrait of the smart TV in the OTT industry can be used for one device to portrait multiple members of the family, which is more in line with the application scenario of the actual family, and provides convenience for the user.
示例性方法Exemplary method
本实施例提供一种基于OTT的家庭成员年龄段及家庭结构划分方法,具体实施例主要包括以下四个部分步骤:第一部分是媒体资讯系统输出影视内容标签。第二部分是用户观看影视后会标记内容标签。第三部分用户对应内容和内容对应年龄段进行合并输出家庭年龄段。第四部分通过家庭年龄段的属性得到家庭结构的划分。具体如下所述:This embodiment provides an OTT-based method for dividing the age groups of family members and family structure. The specific embodiment mainly includes the following four steps: the first part is that the media information system outputs video content labels. The second part is that the user will mark the content tag after watching the video. In the third part, the corresponding content of the user and the corresponding age group of the content are combined to output the family age group. The fourth part obtains the division of family structure through the attributes of family age group. Specifically as follows:
本实施例的方法可应用于播放设备中,具体实施时,如图1中所示,本发明实施例的基于OTT的家庭成员年龄段及家庭结构划分方法,具体包括以下步骤:The method of the present embodiment can be applied to a playback device, and during specific implementation, as shown in FIG. 1 , the OTT-based method for dividing the age groups of family members and family structure according to the embodiment of the present invention specifically includes the following steps:
步骤S100、预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段;Step S100, label and classify the film and television content in advance, and mark the viewing age group corresponding to the film and television content at the same time;
在本发明实施例中,各影视内容制作好后会预先在影视库中将影视内容进行标签分类,如图2所示,本发明可以将影视内容标签分类分为所属地区、年代所属、内容形式、兴趣频道、内容类别。In the embodiment of the present invention, after each video content is produced, the video content will be pre-labeled in the video library. As shown in FIG. 2, the present invention can classify the video content labels into regions, ages, and content formats. , interest channels, content categories.
其中,所属地区是指影视内容所属地区,例如中国、日韩、港澳台、欧美、东南亚、其他地区等。Among them, the region to which the content belongs refers to the region to which the film and television content belongs, such as China, Japan, South Korea, Hong Kong, Macau, Taiwan, Europe, America, Southeast Asia, and other regions.
而年代所属为影视内容所属年代例如近三年、2020年代、2000年代、 90年代等。The age belongs to the age of the film and television content, such as the last three years, the 2020s, the 2000s, the 1990s, etc.
而内容形式为影视内容所属内容形式例如电视剧、电影、短视频、记录片、动漫、综艺节目等。The content form is the content form of the film and television content, such as TV series, movies, short videos, documentaries, animations, variety shows, and the like.
而兴趣频道为影视内容所属频道例如体育、时尚、生活、科学教育、新闻资讯等;本发明在内容类别中会对每一个视频进行打标签,比如:喜洋洋灰太狼第一集、同步辅导#初一英语、爱情公寓第一季第一集、家庭秘密第一集、康熙王朝第一集、A的故事第一集、三国演艺第一集、B开幕式等等。当用户点击电视剧上面当视频时,用户就会被进行标记。The interest channel is the channel to which the film and television content belongs, such as sports, fashion, life, science education, news information, etc.; the present invention will tag each video in the content category, such as: the first episode of the happy gray wolf, synchronous tutoring#chuyi English,
本发明实施例中,将影视内容根据影片名称进行分类,同时标注影片对应的观看年龄段。具体地,在电视的影片投放之前会有一定的整理,特别是内容方面根据影片名称进行分类,同时会标注影片观看年龄段,如下表1所示:In the embodiment of the present invention, the video content is classified according to the name of the video, and the viewing age group corresponding to the video is marked at the same time. Specifically, there will be a certain sorting out before the TV movie is released, especially the content is classified according to the movie name, and the movie viewing age group will be marked, as shown in Table 1 below:
表1:影视内容对应年龄段Table 1: Age groups corresponding to film and television content
如上表所示,第一个影视内容为喜洋洋灰太狼第一集,所属地区为中国,年代属性为近三年、内容形式为动漫、兴趣频道为少儿,年龄段为10 岁以下。As shown in the table above, the first film and television content is the first episode of Happy Grey Wolf, the region is China, the age attribute is the past three years, the content format is animation, the interest channel is children, and the age group is under 10 years old.
步骤S200、获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间;Step S200, acquiring the film and television content watched by the user, and recording the film and television name and time of the film and television content watched by the user;
本发明实施例具体实施时,基于OTT的家庭成员年龄段及家庭结构划分方法的装置例如智能电视或软件会、先获取同一MAC地址播放设备的用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间,其中所述时间包括:开始观看时间和结束观看时间。When the embodiment of the present invention is specifically implemented, an OTT-based device for dividing the age groups of family members and family structure, such as a smart TV or a software meeting, first obtains the video content watched by users of the same MAC address playing device, and records the video content watched by the user. The name and time of the movie and TV, wherein the time includes: start viewing time and end viewing time.
例如:用户在观看影片时,客户端会记录用户观察的视频名称和时间,一个电视机或者一个机顶盒都有一位标识为就是MAC地址,用户可以理解为MAC地址。如下表2所示:For example, when a user is watching a movie, the client will record the name and time of the video the user observes. A TV or a set-top box has a digit identified as the MAC address, which the user can understand as the MAC address. As shown in Table 2 below:
表2记录用户观察的视频名称和时间Table 2 records the video name and time observed by the user
如上表2所示:用户ID为0854BBBD670D,影视内容为:喜洋洋灰太狼第一集;观看时间为2022-01-15 12:00:00和结束时间为2022-01-15 13:00:00。As shown in Table 2 above: the user ID is 0854BBBD670D, and the content of the film and television is: The first episode of Happy Grey Wolf; the viewing time is 2022-01-15 12:00:00 and the end time is 2022-01-15 13:00:00.
步骤S300、根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据,例如用户观看的影视内容为:喜洋洋灰太狼第一集,则对应年龄阶段为10岁以下用户,用户对应内容的数据为用户ID为0854BBBD670D;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据;即将同一播放设备 (MAC地址相同的播放设备)下所有用户观看的影视内容对应年龄段和用户对应内容的数据进行合并,就会得到该播放设备对应的家庭成员年龄段数据。Step S300, according to the film and television title of the film and television content watched by the user, obtain the data of the age group corresponding to the film and television content watched by the user and the data of the content corresponding to the user, for example, the film and television content watched by the user is: the first episode of Happy Grey Wolf, then the corresponding age group is 10 years old For the following users, the user ID is 0854BBBD670D; the data of the corresponding age group of the video content watched by the user and the data of the user corresponding content are combined to obtain the age group data of family members; that is, the same playback device (with the same MAC address) The corresponding age group of the video content watched by all users under the device) is combined with the data of the user's corresponding content, and the data of the age group of the family members corresponding to the playback device will be obtained.
本步骤中,具体为:根据获取的同一播放设备的用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;例如,对同一播放设备(可以是MAC地址相同的播放设备)获取到用户ID 为0854BBBD670D,观看的影视内容为:喜洋洋灰太狼第一集,则该影视内容对应年龄段为10岁以下,对应用户儿童;而另一用户ID为1077170D4DCA,观看的影视内容为:家庭秘密第一集,则对应年龄阶段为31--40岁。而另一用户ID为A4E61596390A,观看的影视内容为:三国演艺第一集,则对应年龄阶段为60岁以上等。In this step, it is specifically: according to the obtained film and television names of the film and television content watched by the user of the same playback device, obtain the data of the corresponding age group and the user's corresponding content of the film and television content watched by the user; The same playback device) obtained the user ID as 0854BBBD670D, and watched the film and television content: The first episode of Happy Grey Wolf, then the corresponding age group of the film and television content is under 10 years old, corresponding to the user's children; and another user ID is 1077170D4DCA, watching The content of the film and television is: The first episode of Family Secret, and the corresponding age range is 31--40 years old. The other user ID is A4E61596390A, and the content of the film and television watched is: The first episode of Three Kingdoms Performing Arts, and the corresponding age group is over 60 years old.
然后对得到的用户观看的影视内容对应年龄段和用户对应内容的数据,进行清洗、加工、过滤,得到用户成员观看的节目清单和节目对应的年龄清单;如表2和表1所示。同一用户ID的用户0854BBBD670D观看的节目清单为:喜洋洋灰太狼第一集、同步辅导#初一英语、爱情公寓第一季第一集。节目对应的年龄清单分别为:喜洋洋灰太狼第一集,对应年龄段10岁以下;同步辅导#初一英语,对应年龄段11--20岁;爱情公寓第一季第一集,对应年龄段21--30岁。Then, clean, process and filter the obtained data of the age group and the corresponding content of the film and television content watched by the user to obtain the list of programs watched by the user members and the age list corresponding to the programs; as shown in Table 2 and Table 1. The list of programs watched by user 0854BBBD670D with the same user ID are: The first episode of Happy Grey Wolf, Synchronous Tutoring #chuyi English, and the first episode of the first season of Love Apartment. The corresponding age lists of the show are: The first episode of Happy Grey Wolf, corresponding to the age group under 10; Synchronous Tutoring#Junior English, corresponding to the age group of 11--20 years old; the first episode of the first season of Love Apartment, corresponding to the age group of 21 --30 years old.
然后,根据得到的用户成员观看的节目清单和节目对应的年龄清单,最终得到年龄区间数据;基于所述年龄区间数据,得到家庭成员年龄段数据。Then, according to the obtained list of programs watched by the user members and the age list corresponding to the programs, age range data is finally obtained; based on the age range data, age range data of family members is obtained.
如上所述,同一用户ID的用户0854BBBD670D观看的节目清单为:喜洋洋灰太狼第一集、同步辅导#初一英语、爱情公寓第一季第一集。节目对应的年龄清单分别为:喜洋洋灰太狼第一集,对应年龄段10岁以下;同步辅导#初一英语,对应年龄段11--20岁;爱情公寓第一季第一集,对应年龄段21--30岁。最终得到年龄区间数据这家有年龄段10岁以下的儿童,有对应年龄段11--20岁小孩,有年龄段21--30岁青年等。As mentioned above, the list of programs watched by user 0854BBBD670D with the same user ID are: The first episode of Happy Grey Wolf, Synchronous Tutoring #chuyi English, and the first episode of the first season of Love Apartment. The corresponding age lists of the show are: The first episode of Happy Grey Wolf, corresponding to the age group under 10; Synchronous Tutoring#Junior English, corresponding to the age group of 11--20 years old; the first episode of the first season of Love Apartment, corresponding to the age group of 21 --30 years old. Finally, the age range data is obtained. There are children under the age of 10, there are children in the corresponding age group 11--20 years old, and there are young people in the age group 21--30 years old.
步骤S400、对得到的家庭成员年龄段数据进行分析,得到家庭结构数据。Step S400, analyze the obtained family member age group data to obtain family structure data.
本发明实施例中,会根据得到的家庭成员年龄段数据,分析家庭成员年龄段数据的属性,得到家庭结构数据。In the embodiment of the present invention, the family structure data is obtained by analyzing the attributes of the family member age group data according to the obtained family member age group data.
本发明实施例中,对影视内容对应年龄段和用户对应内容的数据,进行清洗、加工、过滤,可以得到用户成员观看的节目清单和节目对应的年龄清单,同时根据每个公司的清洗规则不一样,最终得到年龄区间数据。通过年龄区间的数据可以得到家庭结构。(另外:如果用户观察的影片的时间小于5分钟可以过滤,或者某个年龄段出现次数低于5次可以过滤),如下所示:In the embodiment of the present invention, cleaning, processing and filtering the data corresponding to the age group of the video content and the corresponding content of the user can obtain the list of programs watched by the user members and the age list corresponding to the programs. At the same time, according to the cleaning rules of each company In the same way, the age interval data is finally obtained. The family structure can be obtained from the data of age range. (Additionally: if the time of the user's viewing of the video is less than 5 minutes, it can be filtered, or if the number of occurrences of a certain age group is less than 5 times, it can be filtered), as follows:
表3家庭年龄段和家庭结构表Table 3 Family age group and family structure table
如上表所示:用户0854BBBD670D的播放设备,对影视内容数据加工清洗后:年龄及内容对应为:"10岁以下":"喜洋洋灰太狼第一集","11--20 岁":"同步辅导#初一英语","21--30岁":"爱情公寓第一季第一集"。则判断其家庭结构为:青年三口之家。As shown in the table above: User 0854BBBD670D's playback device, after processing and cleaning the video content data: age and content corresponding to: "under 10 years old": "The first episode of Happy Grey Wolf", "11--20 years old": "Synchronous tutoring #chuyi English", "21--30 years old": "The first episode of the first season of the love apartment". Then it is judged that the family structure is: a young family of three.
用户1077170D4DCA的播放设备,对影视内容数据加工清洗后:年龄及内容对应为:"31--40岁":"家庭秘密第一集","41--50岁":"康熙王朝第一集。则判断其家庭结构为:中年两口之家。User 1077170D4DCA's playback device, after processing and cleaning the video content data: age and content corresponding to: "31--40 years old": "
用户A4E61596390A的播放设备,对影视内容数据加工清洗后:年龄及内容对应为:"51--60岁":"康熙王朝第一集","60岁以上":"A的故事第一集"。则判断其家庭结构为:独居老人之家。User A4E61596390A's playback device, after processing and cleaning the video content data: age and content corresponding to: "51--60 years old": "Kangxi Dynasty first episode", "Over 60 years old": "A's story first episode" . Then the family structure is judged as: home for the elderly living alone.
如图3所示,图3为本发明方法实施例的OTT用户画像中家庭成员年龄段架构图。先在媒体资讯系统,对影视内容标签,用户观看电视的影视内容,和用户对应内容,识别出内容对应年龄阶段。家庭年龄阶段,分10 岁以下、11-20岁、21-30岁、…、41-50岁、51-60岁、60岁以上。机家庭结构分为:青年三口之家、中年两口之家、一老一少、独居老人、三代同堂、四世同堂…。As shown in FIG. 3 , FIG. 3 is a structural diagram of an age group of family members in an OTT user portrait according to an embodiment of the method of the present invention. First, in the media information system, the label of the video content, the video content of the TV watched by the user, and the corresponding content of the user, identify the content corresponding to the age stage. The family age stage is divided into under 10 years old, 11-20 years old, 21-30 years old, ..., 41-50 years old, 51-60 years old, and over 60 years old. The machine family structure is divided into: young family of three, middle-aged family of two, one old and one young, the elderly living alone, three generations in the same house, four generations in the same house...
本发明所述的基于OTT的家庭成员年龄段及家庭结构划分方法,进一步地,还包括:The OTT-based family member age group and family structure division method of the present invention further includes:
对得到家庭结构数据的播放设备,获取其MAC地址,并通过MAC地址的经纬度数据获得小区地址,产生家庭结构数据的变形。例如,可以通过MAC 的经纬度获得小区地址,让家庭结构的变形,比如小康家庭、富裕家庭、低收入家庭、中产家庭等等。通过产生家庭结构数据的变形,了解到各家庭富裕情况,可以实现更精准地为用户推送相关营销数据。For the playback device that has obtained the family structure data, its MAC address is obtained, and the cell address is obtained through the latitude and longitude data of the MAC address, and the deformation of the family structure data is generated. For example, the cell address can be obtained through the longitude and latitude of the MAC, so that the family structure can be deformed, such as well-off families, wealthy families, low-income families, middle-class families and so on. By generating the deformation of family structure data and knowing the wealth of each family, it is possible to push relevant marketing data to users more accurately.
由上可见,本发明上述方法实施例,通过获取用户观看节目特点,对节目进行年龄段划分,同时通过家庭成员结构形成家庭成员画像,本发明通过影视观看行为规则挖掘出家庭结构,比如:青年三口之家、中年两口之家、独居老人之家等等,通过对每一个用户的观看内容和年龄区间提取成员明细,最后定义用户家庭结构,可以实现对家庭中多位成员生产成员年龄段和家庭结构的画像,有利于进行精准推送,为用户使用提供了方便。As can be seen from the above, the above-mentioned method embodiment of the present invention, by obtaining the characteristics of users watching programs, divides the programs into age groups, and forms family members portraits through family member structures, the present invention digs out family structures through film and television viewing behavior rules, such as: youth A family of three, a middle-aged family of two, a family of the elderly living alone, etc., by extracting the member details of each user's viewing content and age range, and finally defining the user's family structure, it is possible to realize the production of member age groups for multiple members in the family. And the portrait of the family structure is conducive to accurate push and provides convenience for users.
示例性设备Exemplary Equipment
如图4中所示,本发明实施例提供一种基于OTT的家庭成员年龄段及家庭结构划分装置,该装置包括:As shown in FIG. 4 , an embodiment of the present invention provides an OTT-based device for dividing the age group and family structure of family members, the device comprising:
预先设置模块410,用于预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段;The
获取模块420,用于获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间;The obtaining
年龄段数据确认模块430,用于根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据;The age group
家庭结构数据确认模块440,用于对得到的家庭成员年龄段数据进行分析,得到家庭结构数据,具体如上述方法实施例所述。The family structure
基于上述实施例,本发明还提供了一种播放设备,其原理框图可以如图5所示。该播放设备包括通过系统总线连接的处理器、存储器、网络接口、显示屏。其中,该播放设备的处理器用于提供计算和控制能力。该播放设备的存储器包括非易失性存储介质、内存储器。该非易失性存储介质存储有操作系统和计算机程序。该内存储器为非易失性存储介质中的操作系统和计算机程序的运行提供环境。该播放设备的网络接口用于与外部的终端通过网络连接通信。该计算机程序被处理器执行时以实现一种基于OTT 的家庭成员年龄段及家庭结构划分方法。该播放设备的显示屏可以是液晶显示屏或者电子墨水显示屏。Based on the above embodiments, the present invention also provides a playback device, the principle block diagram of which may be shown in FIG. 5 . The playback device includes a processor, a memory, a network interface, and a display screen connected through a system bus. Wherein, the processor of the playback device is used to provide computing and control capabilities. The memory of the playback device includes a non-volatile storage medium and an internal memory. The nonvolatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the execution of the operating system and computer programs in the non-volatile storage medium. The network interface of the playback device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, an OTT-based method for dividing the age groups of family members and family structure is realized. The display screen of the playback device may be a liquid crystal display screen or an electronic ink display screen.
本领域技术人员可以理解,图5中示出的原理框图,仅仅是与本发明方案相关的部分结构的框图,并不构成对本发明方案所应用于其上的播放设备的限定,具体的播放设备可以包括比图中所示更多或更少的部件,或者组合某些部件,或者具有不同的部件布置。Those skilled in the art can understand that the principle block diagram shown in FIG. 5 is only a block diagram of a partial structure related to the solution of the present invention, and does not constitute a limitation on the playback device to which the solution of the present invention is applied. The specific playback device More or fewer components than shown in the figures may be included, or some components may be combined, or have a different arrangement of components.
在一个实施例中,提供了一种播放设备,包括有存储器,以及一个或者一个以上的程序,其中一个或者一个以上程序存储于存储器中,且经配置以由一个或者一个以上处理器执行所述一个或者一个以上程序包含用于进行以下操作的指令:In one embodiment, a playback device is provided that includes a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors One or more programs contain instructions to:
预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段;Label and classify the video content in advance, and mark the viewing age group corresponding to the video content at the same time;
获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间;Obtain the video content watched by the user, and record the video name and time of the video content watched by the user;
根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据;According to the film and television names of the film and television content watched by the user, obtain the data of the corresponding age group of the film and television content watched by the user and the corresponding content of the user; and merge the data of the corresponding age group of the film and television content watched by the user and the data of the corresponding content of the user to obtain the age group of family members data;
对得到的家庭成员年龄段数据进行分析,得到家庭结构数据,具体如上所述。The obtained family member age group data is analyzed to obtain family structure data, as described above.
其中,所述预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段的步骤包括:Wherein, the step of labeling the video content in advance and labeling the viewing age group corresponding to the video content at the same time includes:
预先将影视内容进行标签分类:分为所属地区、年代所属、内容形式、兴趣频道、内容类别;其中,在内容类别中对每一个视频进行打标签。The video content is pre-labeled and classified: it is divided into region, age, content form, interest channel, and content category; among them, each video is tagged in the content category.
其中,所述预先将影视内容进行标签分类,同时标注影视内容对应的观看年龄段的步骤包括:Wherein, the step of labeling the video content in advance and labeling the viewing age group corresponding to the video content at the same time includes:
将影视内容根据影片名称进行分类,同时标注影片对应的观看年龄段。The video content is classified according to the name of the video, and the corresponding viewing age group of the video is marked at the same time.
所述的基于OTT的家庭成员年龄段及家庭结构划分方法,其中,所述获取用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间的步骤包括:The described OTT-based method for dividing the age groups of family members and family structure, wherein the steps of obtaining the video content watched by the user and recording the video name and time of the video content watched by the user include:
获取同一MAC地址播放设备的用户观看的影视内容,并记录用户观看的影视内容的影视名称和时间,其中所述时间包括:开始观看时间和结束观看时间。The video content watched by the user of the same MAC address playing device is obtained, and the video name and time of the video content watched by the user are recorded, wherein the time includes the start viewing time and the end viewing time.
其中,所述根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;并对用户观看的影视内容对应年龄段和用户对应内容的数据进行合并、得到家庭成员年龄段数据的步骤包括:Wherein, according to the film and television names of the film and television content watched by the user, obtain the data of the age group corresponding to the film and television content watched by the user and the content corresponding to the user; and combine the data of the age group corresponding to the film and television content watched by the user and the data corresponding to the user to obtain Steps for family member age group data include:
根据用户观看的影视内容的影视名称,得到用户观看的影视内容对应年龄段和用户对应内容的数据;According to the film and television name of the film and television content watched by the user, obtain the data of the corresponding age group of the film and television content watched by the user and the data of the corresponding content of the user;
对得到的用户观看的影视内容对应年龄段和用户对应内容的数据,进行清洗、加工、过滤,得到用户成员观看的节目清单和节目对应的年龄清单;Cleaning, processing, and filtering the obtained data of the age group and the content corresponding to the video content watched by the user, to obtain a list of programs watched by the user members and a list of the ages corresponding to the programs;
根据得到的用户成员观看的节目清单和节目对应的年龄清单,最终得到年龄区间数据;According to the obtained list of programs watched by the user members and the corresponding age list of the programs, the age interval data is finally obtained;
基于所述年龄区间数据,得到家庭成员年龄段数据。Based on the age range data, age range data of family members is obtained.
其中,所述对得到的家庭成员年龄段数据进行分析,得到家庭结构数据的步骤包括:Wherein, the steps of analyzing the obtained family member age group data to obtain family structure data include:
根据得到的家庭成员年龄段数据,分析家庭成员年龄段数据的属性,得到家庭结构数据。According to the obtained family member age group data, analyze the attributes of family member age group data to obtain family structure data.
其中,所述对得到的家庭成员年龄段数据进行分析,得到家庭结构数据的步骤还包括:Wherein, the step of analyzing the obtained family member age group data to obtain the family structure data also includes:
对得到家庭结构数据的播放设备,获取其MAC地址,并通过MAC地址的经纬度数据获得小区地址,产生家庭结构数据的变形。For the playback device that has obtained the family structure data, its MAC address is obtained, and the cell address is obtained through the latitude and longitude data of the MAC address, and the deformation of the family structure data is generated.
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程,是可以通过计算机程序来指令相关的硬件来完成,所述的计算机程序可存储于一非易失性计算机可读取存储介质中,该计算机程序在执行时,可包括如上述各方法的实施例的流程。其中,本发明所提供的各实施例中所使用的对存储器、存储、数据库或其它介质的任何引用,均可包括非易失性和/或易失性存储器。非易失性存储器可包括只读存储器(ROM)、可编程ROM(PROM)、电可编程ROM(EPROM)、电可擦除可编程ROM(EEPROM) 或闪存。易失性存储器可包括随机存取存储器(RAM)或者外部高速缓冲存储器。作为说明而非局限,RAM以多种形式可得,诸如静态RAM(SRAM)、动态RAM(DRAM)、同步DRAM(SDRAM)、双数据率SDRAM(DDRSDRAM)、增强型SDRAM(ESDRAM)、同步链路(Synchlink)DRAM(SLDRAM)、存储器总线(Rambus)直接RAM(RDRAM)、直接存储器总线动态RAM(DRDRAM)、以及存储器总线动态RAM(RDRAM)等。Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above embodiments can be implemented by instructing relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage In the medium, when the computer program is executed, it may include the processes of the above-mentioned method embodiments. Wherein, any reference to memory, storage, database or other medium used in the various embodiments provided by the present invention may include non-volatile and/or volatile memory. Nonvolatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in various forms such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous chain Road (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.
综上,本发明公开了一种基于OTT的家庭成员年龄段及家庭结构划分方法、装置、播放设备及存储介质,本发明通过对影视节目标记年龄区间,通过用户的影视观看的内容,获得家庭主要对年龄区间,最后导出用户家庭成员结构。本方法可以解决用户的家庭成员年龄段和家庭结构的划分;通过获取用户观看节目特点,对节目进行年龄段划分,同时通过家庭成员结构形成家庭成员画像,可以实现对家庭中多位成员生产成员年龄段和家庭结构的画像,有利于进行精准推送,为用户使用提供了方便。To sum up, the present invention discloses an OTT-based method, device, playback device and storage medium for dividing the age group and family structure of family members. The present invention obtains family information by marking the age range of video programs and viewing content of the user's video and television. Mainly for the age range, and finally derive the user's family member structure. The method can solve the division of the age group and family structure of the user's family members; by obtaining the characteristics of the user's watching programs, dividing the program into age groups, and forming family member portraits through the family member structure, it can realize the production of multiple members in the family. The portraits of age groups and family structures are conducive to accurate push and provide convenience for users.
最后应说明的是:以上实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that it can still be The technical solutions described in the foregoing embodiments are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (10)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202210247730.6A CN115134668A (en) | 2022-03-14 | 2022-03-14 | Method and device for dividing the age group and family structure of family members based on OTT |
PCT/CN2023/075751 WO2023173975A1 (en) | 2022-03-14 | 2023-02-13 | Ott-based family member age group and family structure division method and device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202210247730.6A CN115134668A (en) | 2022-03-14 | 2022-03-14 | Method and device for dividing the age group and family structure of family members based on OTT |
Publications (1)
Publication Number | Publication Date |
---|---|
CN115134668A true CN115134668A (en) | 2022-09-30 |
Family
ID=83376076
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202210247730.6A Pending CN115134668A (en) | 2022-03-14 | 2022-03-14 | Method and device for dividing the age group and family structure of family members based on OTT |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN115134668A (en) |
WO (1) | WO2023173975A1 (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN116248931A (en) * | 2023-03-16 | 2023-06-09 | 北京奇艺世纪科技有限公司 | Resource information pushing method and device, electronic equipment and readable storage medium |
WO2023173975A1 (en) * | 2022-03-14 | 2023-09-21 | 深圳市酷开网络科技股份有限公司 | Ott-based family member age group and family structure division method and device |
JP7416904B1 (en) | 2022-12-19 | 2024-01-17 | 楽天グループ株式会社 | Information processing device, information processing method, and information processing program |
Citations (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102769781A (en) * | 2012-07-17 | 2012-11-07 | 青岛海信传媒网络技术有限公司 | Method and device for recommending television program |
CN104954820A (en) * | 2015-06-15 | 2015-09-30 | 小米科技有限责任公司 | Program recommending method and device |
US9277275B1 (en) * | 2011-05-03 | 2016-03-01 | Google Inc. | System and method for associating individual household members with television programs viewed |
CN105430504A (en) * | 2015-11-27 | 2016-03-23 | 中国科学院深圳先进技术研究院 | Method and System for Family Member Structure Recognition Based on TV Watching Log Mining |
KR20160087263A (en) * | 2015-01-13 | 2016-07-21 | 주식회사 케이티 | Method, server and system for predicting household member of iptv |
CN106454529A (en) * | 2016-10-21 | 2017-02-22 | 乐视控股(北京)有限公司 | Family member analyzing method and device based on television |
US20170169330A1 (en) * | 2015-12-15 | 2017-06-15 | Le Holdings (Beijing) Co., Ltd. | Method and Electronic Device for Displaying Play Content in Smart Television |
CN107846611A (en) * | 2017-11-03 | 2018-03-27 | 中广热点云科技有限公司 | A kind of TV programme method for pushing and system based on age bracket |
CN111601167A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method and platform for accurately positioning television program audience |
CN111601169A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method, device, storage medium and server for determining age stage of family member |
CN111601166A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method, device, storage medium and server for determining family member composition |
CN111787371A (en) * | 2020-09-04 | 2020-10-16 | 北京悠易网际科技发展有限公司 | Method and device for constructing family portrait |
CN111861550A (en) * | 2020-07-08 | 2020-10-30 | 上海视九信息科技有限公司 | OTT (over the Top) equipment-based family portrait construction method and system |
CN112311612A (en) * | 2019-07-29 | 2021-02-02 | 腾讯科技(深圳)有限公司 | Family portrait construction method and device and storage medium |
KR20210088922A (en) * | 2020-01-07 | 2021-07-15 | 임다은 | Voice and face recognition TV, its recognition means, and devices recommended for age-specific programs |
CN113221015A (en) * | 2021-07-06 | 2021-08-06 | 深圳市炆石数据有限公司 | Homologous user determination and homologous network construction method, system and storage medium |
CN113434746A (en) * | 2021-06-23 | 2021-09-24 | 深圳市酷开网络科技股份有限公司 | Data processing method based on user label, terminal equipment and storage medium |
CN114095786A (en) * | 2021-11-17 | 2022-02-25 | 四川长虹电器股份有限公司 | Smart television user family member identification method based on community discovery algorithm |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104822074B (en) * | 2015-04-14 | 2017-11-28 | 天脉聚源(北京)传媒科技有限公司 | A kind of recommendation method and device of TV programme |
JP6698130B2 (en) * | 2018-09-19 | 2020-05-27 | 株式会社ビデオリサーチ | Viewing record analyzing apparatus and viewing record analyzing method |
CN113726900A (en) * | 2021-09-02 | 2021-11-30 | 四川启睿克科技有限公司 | System for judging age bracket of user child |
CN115134668A (en) * | 2022-03-14 | 2022-09-30 | 深圳市酷开网络科技股份有限公司 | Method and device for dividing the age group and family structure of family members based on OTT |
-
2022
- 2022-03-14 CN CN202210247730.6A patent/CN115134668A/en active Pending
-
2023
- 2023-02-13 WO PCT/CN2023/075751 patent/WO2023173975A1/en active Application Filing
Patent Citations (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9277275B1 (en) * | 2011-05-03 | 2016-03-01 | Google Inc. | System and method for associating individual household members with television programs viewed |
CN102769781A (en) * | 2012-07-17 | 2012-11-07 | 青岛海信传媒网络技术有限公司 | Method and device for recommending television program |
KR20160087263A (en) * | 2015-01-13 | 2016-07-21 | 주식회사 케이티 | Method, server and system for predicting household member of iptv |
CN104954820A (en) * | 2015-06-15 | 2015-09-30 | 小米科技有限责任公司 | Program recommending method and device |
CN105430504A (en) * | 2015-11-27 | 2016-03-23 | 中国科学院深圳先进技术研究院 | Method and System for Family Member Structure Recognition Based on TV Watching Log Mining |
US20170169330A1 (en) * | 2015-12-15 | 2017-06-15 | Le Holdings (Beijing) Co., Ltd. | Method and Electronic Device for Displaying Play Content in Smart Television |
CN106454529A (en) * | 2016-10-21 | 2017-02-22 | 乐视控股(北京)有限公司 | Family member analyzing method and device based on television |
CN107846611A (en) * | 2017-11-03 | 2018-03-27 | 中广热点云科技有限公司 | A kind of TV programme method for pushing and system based on age bracket |
CN112311612A (en) * | 2019-07-29 | 2021-02-02 | 腾讯科技(深圳)有限公司 | Family portrait construction method and device and storage medium |
KR20210088922A (en) * | 2020-01-07 | 2021-07-15 | 임다은 | Voice and face recognition TV, its recognition means, and devices recommended for age-specific programs |
CN111601167A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method and platform for accurately positioning television program audience |
CN111601166A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method, device, storage medium and server for determining family member composition |
CN111601169A (en) * | 2020-05-21 | 2020-08-28 | 广州欢网科技有限责任公司 | Method, device, storage medium and server for determining age stage of family member |
CN111861550A (en) * | 2020-07-08 | 2020-10-30 | 上海视九信息科技有限公司 | OTT (over the Top) equipment-based family portrait construction method and system |
CN111787371A (en) * | 2020-09-04 | 2020-10-16 | 北京悠易网际科技发展有限公司 | Method and device for constructing family portrait |
CN113434746A (en) * | 2021-06-23 | 2021-09-24 | 深圳市酷开网络科技股份有限公司 | Data processing method based on user label, terminal equipment and storage medium |
CN113221015A (en) * | 2021-07-06 | 2021-08-06 | 深圳市炆石数据有限公司 | Homologous user determination and homologous network construction method, system and storage medium |
CN114095786A (en) * | 2021-11-17 | 2022-02-25 | 四川长虹电器股份有限公司 | Smart television user family member identification method based on community discovery algorithm |
Non-Patent Citations (1)
Title |
---|
张扬: "数据技术驱动智能大屏营销实现新效率", 《封面主题》, 21 March 2021 (2021-03-21), pages 36 - 41 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2023173975A1 (en) * | 2022-03-14 | 2023-09-21 | 深圳市酷开网络科技股份有限公司 | Ott-based family member age group and family structure division method and device |
JP7416904B1 (en) | 2022-12-19 | 2024-01-17 | 楽天グループ株式会社 | Information processing device, information processing method, and information processing program |
CN116248931A (en) * | 2023-03-16 | 2023-06-09 | 北京奇艺世纪科技有限公司 | Resource information pushing method and device, electronic equipment and readable storage medium |
Also Published As
Publication number | Publication date |
---|---|
WO2023173975A1 (en) | 2023-09-21 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN115134668A (en) | Method and device for dividing the age group and family structure of family members based on OTT | |
US11665288B2 (en) | Methods and apparatus to identify media using hybrid hash keys | |
US10277946B2 (en) | Methods and systems for aggregation and organization of multimedia data acquired from a plurality of sources | |
CN109189951B (en) | Multimedia resource recommendation method, equipment and storage medium | |
CN106649316B (en) | Video pushing method and device | |
CN109255037B (en) | Method and apparatus for outputting information | |
WO2007131132A2 (en) | System and method for collecting and distributing content | |
CN106446235B (en) | Video searching method and device | |
CN110287375A (en) | Method, device and server for determining video tags | |
US11355155B1 (en) | System and method to summarize one or more videos based on user priorities | |
CN118588113B (en) | Audio and video analysis management system and method based on big data | |
CN110569429A (en) | method, device and equipment for generating content selection model | |
Cho et al. | AMPS: Predicting popularity of short-form videos using multi-modal attention mechanisms in social media marketing environments | |
WO2021114634A1 (en) | Text annotation method, device, and storage medium | |
CN114187658B (en) | Method and device for identifying input operation | |
CN107516060A (en) | Target detection method and device | |
CN113420042A (en) | Data statistics method, device, equipment and storage medium based on presentation | |
CN102007764A (en) | Method and device for storing and displaying broadcast content | |
Hodges et al. | Forensic analysis of memetic image propagation: introducing the SMOC BRISQUEt method | |
CN112149391B (en) | Information processing method, information processing apparatus, terminal device, and storage medium | |
CN108401191B (en) | Channel configuration method and system | |
CN106954085A (en) | Live network broadcast method and device | |
CN106599255A (en) | User behavior statistical method and apparatus | |
CN110427556B (en) | Film recommendation method based on literary and artistic learning | |
CN119785363A (en) | Classification model training and video classification method, device, equipment and storage medium |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20220930 |
|
RJ01 | Rejection of invention patent application after publication |